From 5374da387beca347d990034fc671348a84f407e5 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Tue, 23 Jan 2024 14:41:29 -0500 Subject: [PATCH 1/8] Refactored remaining core tables --- cumulus_library/statistics/counts.py | 33 +- .../studies/core/builder_condition.py | 18 +- .../studies/core/builder_condition.sql | 176 --------- .../studies/core/builder_core_medication.sql | 168 -------- .../studies/core/builder_documentreference.py | 36 ++ ...counter_coding.py => builder_encounter.py} | 87 +++-- .../studies/core/builder_encounter_coding.sql | 367 ------------------ ...re_medication.py => builder_medication.py} | 4 +- .../studies/core/builder_medicationrequest.py | 57 +++ .../studies/core/builder_observation.py | 69 ++++ ...atient_extension.py => builder_patient.py} | 31 +- .../studies/core/builder_prereq_tables.py | 3 + .../core/condition_codeable_concept.sql | 136 ------- .../core/core_templates/condition.sql.jinja | 57 ++- .../core/core_templates/core_templates.py | 18 +- .../core/core_templates/core_utils.jinja | 118 +++++- .../documentreference.sql.jinja | 52 +++ .../core/core_templates/encounter.sql.jinja | 117 ++++++ .../core/core_templates/medication.sql.jinja} | 0 .../medicationrequest.sql.jinja | 59 +++ .../core/core_templates/observation.sql.jinja | 72 ++++ .../patient.sql.jinja} | 31 +- cumulus_library/studies/core/count_core.py | 63 ++- cumulus_library/studies/core/count_core.sql | 304 --------------- .../studies/core/documentreference.sql | 86 ---- cumulus_library/studies/core/encounter.sql | 65 ---- .../studies/core/encounter_type.sql | 1 + cumulus_library/studies/core/manifest.toml | 18 +- .../studies/core/medication_request.sql | 41 -- cumulus_library/studies/core/observation.sql | 40 -- .../studies/core/observation_lab.sql | 83 ---- .../studies/core/observation_type.sql | 47 +++ .../studies/core/observation_vital_signs.sql | 41 -- cumulus_library/studies/core/version.sql | 2 +- .../studies/discovery/code_detection.py | 5 +- cumulus_library/study_parser.py | 3 +- .../template_sql/statistics/count.sql.jinja | 85 +++- .../statistics/counts_templates.py | 4 +- cumulus_library/template_sql/templates.py | 11 +- cumulus_library/template_sql/utils.py | 97 +++++ tests/conftest.py | 4 +- tests/test_core.py | 19 +- .../core__count_documentreference_month.txt | 34 +- .../core/core__count_encounter_month.txt | 36 +- ...re__count_encounter_month_missing_data.txt | 76 ++-- .../core__count_medicationrequest_month.txt | 18 +- .../core__count_observation_lab_month.txt | 14 +- tests/test_data/core/core__count_patient.txt | 24 +- tests/test_data/core/core__encounter.txt | 100 ++--- tests/test_data/core/core__medication.txt | 39 ++ .../core/core__medicationrequest.txt | 39 ++ tests/test_data/core/core__observation.txt | 40 +- tests/test_data/core/core__patient.txt | 100 ++--- 53 files changed, 1373 insertions(+), 1875 deletions(-) delete mode 100644 cumulus_library/studies/core/builder_condition.sql delete mode 100644 cumulus_library/studies/core/builder_core_medication.sql create mode 100644 cumulus_library/studies/core/builder_documentreference.py rename cumulus_library/studies/core/{builder_encounter_coding.py => builder_encounter.py} (72%) delete mode 100644 cumulus_library/studies/core/builder_encounter_coding.sql rename cumulus_library/studies/core/{builder_core_medication.py => builder_medication.py} (96%) create mode 100644 cumulus_library/studies/core/builder_medicationrequest.py create mode 100644 cumulus_library/studies/core/builder_observation.py rename cumulus_library/studies/core/{builder_patient_extension.py => builder_patient.py} (61%) delete mode 100644 cumulus_library/studies/core/condition_codeable_concept.sql create mode 100644 cumulus_library/studies/core/core_templates/documentreference.sql.jinja create mode 100644 cumulus_library/studies/core/core_templates/encounter.sql.jinja rename cumulus_library/{template_sql/core_medication.sql.jinja => studies/core/core_templates/medication.sql.jinja} (100%) create mode 100644 cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja create mode 100644 cumulus_library/studies/core/core_templates/observation.sql.jinja rename cumulus_library/studies/core/{patient.sql => core_templates/patient.sql.jinja} (61%) delete mode 100644 cumulus_library/studies/core/count_core.sql delete mode 100644 cumulus_library/studies/core/documentreference.sql delete mode 100644 cumulus_library/studies/core/encounter.sql delete mode 100644 cumulus_library/studies/core/medication_request.sql delete mode 100644 cumulus_library/studies/core/observation.sql delete mode 100644 cumulus_library/studies/core/observation_lab.sql create mode 100644 cumulus_library/studies/core/observation_type.sql delete mode 100644 cumulus_library/studies/core/observation_vital_signs.sql create mode 100644 tests/test_data/core/core__medication.txt create mode 100644 tests/test_data/core/core__medicationrequest.txt diff --git a/cumulus_library/statistics/counts.py b/cumulus_library/statistics/counts.py index c5d4ac16..4fa1b4cd 100644 --- a/cumulus_library/statistics/counts.py +++ b/cumulus_library/statistics/counts.py @@ -122,7 +122,7 @@ def count_condition( filter_resource="encounter", ) - def count_document( + def count_documentreference( self, table_name: str, source_table: str, @@ -130,7 +130,7 @@ def count_document( where_clauses: Union[list, None] = None, min_subject: int = 10, ) -> str: - """wrapper method for constructing document counts tables + """wrapper method for constructing documentreference counts tables :param table_name: The name of the table to create. Must start with study prefix :param source_table: The table to create counts data from @@ -145,7 +145,8 @@ def count_document( table_cols, where_clauses=where_clauses, min_subject=min_subject, - fhir_resource="document", + fhir_resource="documentreference", + filter_resource="encounter", ) def count_encounter( @@ -174,6 +175,32 @@ def count_encounter( fhir_resource="encounter", ) + def count_medicationrequest( + self, + table_name: str, + source_table: str, + table_cols: list, + where_clauses: Union[list, None] = None, + min_subject: int = 10, + ) -> str: + """wrapper method for constructing medicationrequests counts tables + + :param table_name: The name of the table to create. Must start with study prefix + :param source_table: The table to create counts data from + :param table_cols: The columns from the source table to add to the count table + :param where_clauses: An array of where clauses to use for filtering the data + :param min_subject: An integer setting the minimum bin size for inclusion + (default: 10) + """ + return self.get_count_query( + table_name, + source_table, + table_cols, + where_clauses=where_clauses, + min_subject=min_subject, + fhir_resource="medicationrequest", + ) + def count_observation( self, table_name: str, diff --git a/cumulus_library/studies/core/builder_condition.py b/cumulus_library/studies/core/builder_condition.py index 3353d7fb..c0448262 100644 --- a/cumulus_library/studies/core/builder_condition.py +++ b/cumulus_library/studies/core/builder_condition.py @@ -1,7 +1,7 @@ from cumulus_library import base_table_builder from cumulus_library import databases from cumulus_library.studies.core.core_templates import core_templates -from cumulus_library.template_sql import templates +from cumulus_library.template_sql import templates, utils expected_table_cols = { @@ -42,8 +42,10 @@ class CoreConditionBuilder(base_table_builder.BaseTableBuilder): + display_text = "Creating Condition tables..." + def denormalize_codes(self): - preferred_config = templates.CodeableConceptConfig( + preferred_config = utils.CodeableConceptConfig( source_table="condition", source_id="id", column_name="code", @@ -60,7 +62,7 @@ def denormalize_codes(self): templates.get_codeable_concept_denormalize_query(preferred_config) ) - all_config = templates.CodeableConceptConfig( + all_config = utils.CodeableConceptConfig( source_table="condition", source_id="id", column_name="code", @@ -72,14 +74,6 @@ def denormalize_codes(self): templates.get_codeable_concept_denormalize_query(all_config) ) - def validate_schema(self, cursor: object, schema: str, expected_table_cols, parser): - validated_schema = {} - for table, cols in expected_table_cols.items(): - query = templates.get_column_datatype_query(schema, table, cols.keys()) - table_schema = cursor.execute(query).fetchall() - validated_schema[table] = parser.validate_table_schema(cols, table_schema) - return validated_schema - def prepare_queries( self, cursor: object, @@ -89,7 +83,7 @@ def prepare_queries( **kwargs, ): self.denormalize_codes() - validated_schema = self.validate_schema( + validated_schema = core_templates.validate_schema( cursor, schema, expected_table_cols, parser ) self.queries.append( diff --git a/cumulus_library/studies/core/builder_condition.sql b/cumulus_library/studies/core/builder_condition.sql deleted file mode 100644 index 049a8bce..00000000 --- a/cumulus_library/studies/core/builder_condition.sql +++ /dev/null @@ -1,176 +0,0 @@ --- noqa: disable=all - -/* -This is a reference output of the SQL generated by builder_condition.py -that is used by the core__encounter_type table. It is not invoked directly. -*/ -CREATE TABLE core__condition_codable_concepts_display AS ( - WITH - - system_code_0 AS ( - SELECT DISTINCT - s.id AS id, - '0' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://snomed.info/sct' - ), --noqa: LT07 - - system_code_1 AS ( - SELECT DISTINCT - s.id AS id, - '1' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://hl7.org/fhir/sid/icd-10-cm' - ), --noqa: LT07 - - system_code_2 AS ( - SELECT DISTINCT - s.id AS id, - '2' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://hl7.org/fhir/sid/icd-9-cm' - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - priority, - code_system, - code, - display - FROM system_code_0 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_code_1 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_code_2 - ), - - partitioned_table AS ( - SELECT - id, - code, - code_system, - display, - priority, - ROW_NUMBER() - OVER ( - PARTITION BY id - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, priority, code_system, code, display - ORDER BY priority ASC - ) - - SELECT - id, - code, - code_system, - display - FROM partitioned_table - WHERE available_priority = 1 -); - - --- ########################################################### -CREATE TABLE core__condition_codable_concepts_all AS ( - WITH - - system_code_0 AS ( - SELECT DISTINCT - s.id AS id, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - code_system, - code, - display - FROM system_code_0 - ) - SELECT - id, - code, - code_system, - display - FROM union_table -); - - --- ########################################################### - - -CREATE TABLE core__condition AS -WITH temp_condition AS ( - SELECT - concat('Condition/', c.id) AS condition_ref, - c.id, - c.category, - NULL AS verificationstatus, - NULL AS clinicalstatus, - c.subject.reference AS subject_ref, - c.encounter.reference AS encounter_ref, - cca.code, - cca.code_system, - cca.display, - date(from_iso8601_timestamp(c.recordeddate)) AS recordeddate - FROM condition AS c - LEFT JOIN core__condition_codable_concepts_all AS cca ON c.id = cca.id -) - -SELECT - t_category_coding.category_row.code AS category_code, - t_category_coding.category_row.display AS category_display, - tc.code, - tc.code_system, - tc.display AS code_display, - tc.subject_ref, - tc.encounter_ref, - tc.id as condition_id, - tc.condition_ref, - tc.recordeddate, - date_trunc('week', date(tc.recordeddate)) AS recorded_week, - date_trunc('month', date(tc.recordeddate)) AS recorded_month, - date_trunc('year', date(tc.recordeddate)) AS recorded_year -FROM temp_condition AS tc, - unnest(category) AS t_category (category_coding), - unnest(category_coding.coding) AS t_category_coding (category_row) - -WHERE tc.recordeddate BETWEEN date('2016-01-01') AND current_date; diff --git a/cumulus_library/studies/core/builder_core_medication.sql b/cumulus_library/studies/core/builder_core_medication.sql deleted file mode 100644 index 8ddbf83a..00000000 --- a/cumulus_library/studies/core/builder_core_medication.sql +++ /dev/null @@ -1,168 +0,0 @@ --- noqa: disable=all -/* -This is a reference output of the SQL generated by builder_core_medication.py -that is used by the core__encounter_type table. It is not invoked directly. - -WARNING: since this sql shows output from two mutually exclusive sources, it -is not expected to run against a live database. -*/ - -CREATE TABLE core__medication AS ( - WITH - - mcc_nonnull AS ( - SELECT - id, - encounter, - subject, - medicationcodeableconcept - FROM medicationrequest - WHERE medicationcodeableconcept IS NOT NULL - AND encounter IS NOT NULL - ), - inline_medication AS ( - SELECT - id, - subject.reference as patient_ref, - encounter.reference AS encounter_ref, - t.r.code, - t.r.display, - t.r.system AS code_system, - t.r.userselected - FROM mcc_nonnull, - unnest(medicationcodeableconcept.coding) AS t(r) - ), - - mrc_med_ref AS ( - SELECT medicationreference - FROM medicationrequest - WHERE - medicationreference IS NOT NULL - AND medicationcodeableconcept IS NULL - ), - - mrc_ref_id AS ( - SELECT DISTINCT substring(mrc_med_ref.medicationreference.reference, 2) AS id - FROM mrc_med_ref - WHERE - medicationreference.reference IS NOT NULL - AND medicationreference.reference LIKE '#%' - ), - - mrc_contained_nested AS ( - SELECT - id, - encounter, - subject, - contained - FROM medicationrequest - WHERE contained IS NOT NULL - ), - - mrc_contained_unnest AS ( - SELECT DISTINCT - cn.id AS mr_id, - cn.encounter, - cn.subject, - row.id, - row.code - FROM mrc_contained_nested AS cn, - unnest(cn.contained) AS t (row) - ), - - contained_medication AS ( - SELECT - cu.mr_id AS id, - cu.encounter.reference AS encounter_ref, - cu.subject.reference AS patient_ref, - 'None' AS code, - cu.code.text AS display, - 'None' AS code_system, - false AS userselected - FROM mrc_contained_unnest AS cu - INNER JOIN mrc_ref_id AS ri ON ri.id = cu.id - ), - - mre_med_ref AS ( - SELECT - mr.id, - mr.encounter, - mr.subject, - mr.medicationreference - FROM medicationrequest AS mr - WHERE mr.medicationreference IS NOT NULL - ), - - mre_ref_id AS ( - SELECT DISTINCT - mr.id AS id, - mr.encounter, - mr.subject, - substring(mr.medicationreference.reference, 12) AS medication_id - FROM mre_med_ref AS mr - WHERE - mr.medicationreference.reference IS NOT NULL - AND mr.medicationreference.reference LIKE 'Medication/%' - ), - - mre_med_nonnull AS ( - - SELECT DISTINCT - mri.id, - mri.encounter, - mri.subject, - m.code - FROM medication AS m - INNER JOIN mre_ref_id AS mri ON m.id = mri.medication_id - WHERE m.code.coding IS NOT NULL - ), - - external_medication AS ( - SELECT - mmn.id, - mmn.encounter AS encounter_ref, - mmn.subject AS patient_ref, - t.r.code AS code, - mmn.code.text AS display, - t.r.system AS code_system, - false AS userselected - FROM mre_med_nonnull AS mmn, - unnest(mmn.code.coding) AS t (r) - ) - - SELECT - id, - encounter_ref, - patient_ref, - code, - display, - code_system, - userselected - FROM - inline_medication - UNION - - SELECT - id, - encounter_ref, - patient_ref, - code, - display, - code_system, - userselected - FROM - contained_medication - UNION - - SELECT - id, - encounter_ref, - patient_ref, - code, - display, - code_system, - userselected - FROM - external_medication -); - diff --git a/cumulus_library/studies/core/builder_documentreference.py b/cumulus_library/studies/core/builder_documentreference.py new file mode 100644 index 00000000..b552641e --- /dev/null +++ b/cumulus_library/studies/core/builder_documentreference.py @@ -0,0 +1,36 @@ +from cumulus_library import base_table_builder +from cumulus_library import databases +from cumulus_library.studies.core.core_templates import core_templates +from cumulus_library.template_sql import templates + + +expected_table_cols = { + "documentreference": { + "id": [], + "type": [], + "status": [], + "docstatus": [], + "context": [], + "subject": ["reference"], + "context": ["period", "start"], + } +} + + +class CoreDocumentreferenceBuilder(base_table_builder.BaseTableBuilder): + display_text = "Creating DocumentReference table..." + + def prepare_queries( + self, + cursor: object, + schema: str, + *args, + parser: databases.DatabaseParser = None, + **kwargs, + ): + validated_schema = core_templates.validate_schema( + cursor, schema, expected_table_cols, parser + ) + self.queries.append( + core_templates.get_core_template("documentreference", validated_schema) + ) diff --git a/cumulus_library/studies/core/builder_encounter_coding.py b/cumulus_library/studies/core/builder_encounter.py similarity index 72% rename from cumulus_library/studies/core/builder_encounter_coding.py rename to cumulus_library/studies/core/builder_encounter.py index 7a9a396c..4d680d13 100644 --- a/cumulus_library/studies/core/builder_encounter_coding.py +++ b/cumulus_library/studies/core/builder_encounter.py @@ -1,21 +1,40 @@ -""" Module for generating encounter codeableConcept table""" +from cumulus_library import base_table_builder +from cumulus_library import databases +from cumulus_library.studies.core.core_templates import core_templates +from cumulus_library.template_sql import templates + -from cumulus_library.base_table_builder import BaseTableBuilder from cumulus_library.helper import get_progress_bar, query_console_output -from cumulus_library.template_sql.templates import ( - CodeableConceptConfig, - get_codeable_concept_denormalize_query, - get_is_table_not_empty_query, - get_ctas_empty_query, -) -from cumulus_library.template_sql.utils import ( - is_codeable_concept_array_populated, - is_codeable_concept_populated, -) +from cumulus_library.template_sql import templates +from cumulus_library.template_sql import utils + + +expected_table_cols = { + "encounter": { + "status": [], + "period": [ + "start", + "end", + ], + "class": [ + "code", + "system", + "display", + "userSelected", + "version", + ], + "subject": [ + "reference", + "display", + "type", + ], + "id": [], + } +} -class EncounterCodingBuilder(BaseTableBuilder): - display_text = "Creating encounter codeableConcept tables..." +class CoreEncounterBuilder(base_table_builder.BaseTableBuilder): + display_text = "Creating Encounter tables..." def _check_data_in_fields(self, code_sources: list[dict], schema, cursor) -> dict: """checks if CodeableConcept fields actually have data available @@ -50,24 +69,17 @@ def _check_data_in_fields(self, code_sources: list[dict], schema, cursor) -> dic ) for code_source in code_sources: if code_source["is_array"]: - code_source["has_data"] = is_codeable_concept_array_populated( + code_source["has_data"] = utils.is_codeable_concept_array_populated( schema, "encounter", code_source["column_name"], cursor ) else: - code_source["has_data"] = is_codeable_concept_populated( + code_source["has_data"] = utils.is_codeable_concept_populated( schema, "encounter", code_source["column_name"], cursor ) progress.advance(task) return code_sources - def prepare_queries(self, cursor: object, schema: str, *args, **kwargs): - """Constructs queries related to condition codeableConcept - - :param cursor: A database cursor object - :param schema: the schema/db name, matching the cursor - - """ - + def denormalize_codes(self, schema, cursor): code_sources = [ { "column_name": "type", @@ -116,7 +128,7 @@ def prepare_queries(self, cursor: object, schema: str, *args, **kwargs): code_sources = self._check_data_in_fields(code_sources, schema, cursor) for code_source in code_sources: if code_source["has_data"]: - config = CodeableConceptConfig( + config = utils.CodeableConceptConfig( source_table="encounter", source_id="id", column_name=code_source["column_name"], @@ -125,12 +137,33 @@ def prepare_queries(self, cursor: object, schema: str, *args, **kwargs): code_systems=code_source["code_systems"], target_table=f"core__encounter_dn_{code_source['column_name']}", ) - self.queries.append(get_codeable_concept_denormalize_query(config)) + self.queries.append( + templates.get_codeable_concept_denormalize_query(config) + ) else: self.queries.append( - get_ctas_empty_query( + templates.get_ctas_empty_query( schema_name=schema, table_name=f"core__encounter_dn_{code_source['column_name']}", table_cols=["id", "code", "code_system", "display"], ) ) + + def prepare_queries( + self, + cursor: object, + schema: str, + *args, + parser: databases.DatabaseParser = None, + **kwargs, + ): + self.denormalize_codes( + schema, + cursor, + ) + validated_schema = core_templates.validate_schema( + cursor, schema, expected_table_cols, parser + ) + self.queries.append( + core_templates.get_core_template("encounter", validated_schema) + ) diff --git a/cumulus_library/studies/core/builder_encounter_coding.sql b/cumulus_library/studies/core/builder_encounter_coding.sql deleted file mode 100644 index 566360d3..00000000 --- a/cumulus_library/studies/core/builder_encounter_coding.sql +++ /dev/null @@ -1,367 +0,0 @@ --- noqa: disable=all -/* -This is a reference output of the SQL generated by builder_encounter_coding.py -that is used by the core__encounter_type table. It is not invoked directly. -*/ - -CREATE TABLE core__encounter_dn_type AS ( - WITH - system_type_0 AS ( - SELECT DISTINCT - s.id AS id, - '0' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.type) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://terminology.hl7.org/CodeSystem/encounter-type' - ), --noqa: LT07 - system_type_1 AS ( - SELECT DISTINCT - s.id AS id, - '1' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.type) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://terminology.hl7.org/CodeSystem/v2-0004' - ), --noqa: LT07 - system_type_2 AS ( - SELECT DISTINCT - s.id AS id, - '2' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.type) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'urn:oid:2.16.840.1.113883.4.642.3.248' - ), --noqa: LT07 - system_type_3 AS ( - SELECT DISTINCT - s.id AS id, - '3' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.type) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://snomed.info/sct' - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - priority, - code_system, - code, - display - FROM system_type_0 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_type_1 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_type_2 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_type_3 - ), - - partitioned_table AS ( - SELECT - id, - code, - code_system, - display, - priority, - ROW_NUMBER() - OVER ( - PARTITION BY id - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, priority, code_system, code, display - ORDER BY priority ASC - ) - - SELECT - id, - code, - code_system, - display - FROM partitioned_table - WHERE available_priority = 1 -); - -CREATE TABLE core__encounter_dn_servicetype AS ( - WITH - system_servicetype_0 AS ( - SELECT DISTINCT - s.id AS id, - '0' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.servicetype.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://terminology.hl7.org/CodeSystem/service-type' - ), --noqa: LT07 - system_servicetype_1 AS ( - SELECT DISTINCT - s.id AS id, - '1' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.servicetype.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'urn:oid:2.16.840.1.113883.4.642.3.518' - ), --noqa: LT07 - system_servicetype_2 AS ( - SELECT DISTINCT - s.id AS id, - '2' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.servicetype.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://snomed.info/sct' - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - priority, - code_system, - code, - display - FROM system_servicetype_0 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_servicetype_1 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_servicetype_2 - ), - - partitioned_table AS ( - SELECT - id, - code, - code_system, - display, - priority, - ROW_NUMBER() - OVER ( - PARTITION BY id - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, priority, code_system, code, display - ORDER BY priority ASC - ) - - SELECT - id, - code, - code_system, - display - FROM partitioned_table - WHERE available_priority = 1 -); - -CREATE TABLE core__encounter_dn_priority AS ( - WITH - system_priority_0 AS ( - SELECT DISTINCT - s.id AS id, - '0' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.priority.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://terminology.hl7.org/CodeSystem/v3-ActPriority' - ), --noqa: LT07 - system_priority_1 AS ( - SELECT DISTINCT - s.id AS id, - '1' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.priority.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://snomed.info/sct' - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - priority, - code_system, - code, - display - FROM system_priority_0 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_priority_1 - ), - - partitioned_table AS ( - SELECT - id, - code, - code_system, - display, - priority, - ROW_NUMBER() - OVER ( - PARTITION BY id - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, priority, code_system, code, display - ORDER BY priority ASC - ) - - SELECT - id, - code, - code_system, - display - FROM partitioned_table - WHERE available_priority = 1 -); - -CREATE TABLE core__encounter_dn_reasoncode AS ( - WITH - system_reasoncode_0 AS ( - SELECT DISTINCT - s.id AS id, - '0' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.reasoncode) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://terminology.hl7.org/CodeSystem/v3-ActPriority' - ), --noqa: LT07 - system_reasoncode_1 AS ( - SELECT DISTINCT - s.id AS id, - '1' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - encounter AS s, - UNNEST(s.reasoncode) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://snomed.info/sct' - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - priority, - code_system, - code, - display - FROM system_reasoncode_0 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_reasoncode_1 - ), - - partitioned_table AS ( - SELECT - id, - code, - code_system, - display, - priority, - ROW_NUMBER() - OVER ( - PARTITION BY id - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, priority, code_system, code, display - ORDER BY priority ASC - ) - - SELECT - id, - code, - code_system, - display - FROM partitioned_table - WHERE available_priority = 1 -); - diff --git a/cumulus_library/studies/core/builder_core_medication.py b/cumulus_library/studies/core/builder_medication.py similarity index 96% rename from cumulus_library/studies/core/builder_core_medication.py rename to cumulus_library/studies/core/builder_medication.py index 537e22f7..66123307 100644 --- a/cumulus_library/studies/core/builder_core_medication.py +++ b/cumulus_library/studies/core/builder_medication.py @@ -9,10 +9,11 @@ get_ctas_empty_query, ) from cumulus_library.template_sql.utils import is_codeable_concept_populated +from cumulus_library.studies.core.core_templates import core_templates class MedicationBuilder(BaseTableBuilder): - display_text = "Creating core medication table..." + display_text = "Creating Medication table..." def _check_data_in_fields(self, cursor, schema: str): """Validates whether either observed medication source is present""" @@ -106,6 +107,7 @@ def prepare_queries(self, cursor: object, schema: str, *args, **kwargs) -> dict: or medication_datasources["by_external_ref"] ): self.queries.append( + # core_templates.get_core_template() get_core_medication_query(medication_datasources, has_userselected) ) else: diff --git a/cumulus_library/studies/core/builder_medicationrequest.py b/cumulus_library/studies/core/builder_medicationrequest.py new file mode 100644 index 00000000..cbfabe96 --- /dev/null +++ b/cumulus_library/studies/core/builder_medicationrequest.py @@ -0,0 +1,57 @@ +""" Module for extracting US core extensions from medicationrequests + +Note: This module assumes that you have already run builder_medication, +as it leverages the core__medication table for data population""" +from cumulus_library import base_table_builder +from cumulus_library.template_sql import templates, utils +from cumulus_library import databases +from cumulus_library.studies.core.core_templates import core_templates + +expected_table_cols = { + "medicationrequest": { + "id": [], + "status": [], + "intent": [], + "authoredon": [], + "category": ["code", "system", "display"], + "subject": ["reference"], + } +} + + +class MedicationRequestBuilder(base_table_builder.BaseTableBuilder): + display_text = "Creating MedicationRequest tables..." + + def denormalize_codes(self): + preferred_config = utils.CodeableConceptConfig( + source_table="medicationrequest", + source_id="id", + column_name="category", + is_array=True, + target_table="core__medicationrequest_dn_category", + filter_priority=False, + ) + self.queries.append( + templates.get_codeable_concept_denormalize_query(preferred_config) + ) + + def prepare_queries( + self, + cursor: object, + schema: str, + *args, + parser: databases.DatabaseParser = None, + **kwargs, + ): + """constructs queries related to patient extensions of interest + + :param cursor: A database cursor object + :param schema: the schema/db name, matching the cursor + """ + self.denormalize_codes() + validated_schema = core_templates.validate_schema( + cursor, schema, expected_table_cols, parser + ) + self.queries.append( + core_templates.get_core_template("medicationrequest", validated_schema) + ) diff --git a/cumulus_library/studies/core/builder_observation.py b/cumulus_library/studies/core/builder_observation.py new file mode 100644 index 00000000..42dd4e53 --- /dev/null +++ b/cumulus_library/studies/core/builder_observation.py @@ -0,0 +1,69 @@ +""" Module for extracting US core extensions from patient records""" +from cumulus_library import base_table_builder +from cumulus_library.template_sql import templates, utils +from cumulus_library import databases +from cumulus_library.studies.core.core_templates import core_templates + +CCC = utils.CodeableConceptConfig + +expected_table_cols = { + "observation": { + "id": [], + "category": ["coding", "code", "display", "system", "text"], + "status": [], + "code": ["coding", "code", "display", "system", "text"], + "interpretation": ["coding", "code", "display", "system", "text"], + "referencerange": [ + "low", + "high", + "normalvalue", + "type", + "appliesto", + "age", + "text", + ], + "effectivedatetime": [], + "valuequantity": ["value", "comparator", "unit", "system", "code"], + "valuecodeableconcept": ["coding", "code", "display", "system"], + "subject": ["reference"], + "encounter": ["reference"], + } +} + +# TODO: upgrade to 3.10+, use kw_only flag to subclass for generating source/target + +code_sources = [ + CCC(column_name="category", is_array=True, filter_priority=False), + CCC(column_name="code", is_array=False, filter_priority=False), + CCC(column_name="interpretation", is_array=True, filter_priority=False), + CCC(column_name="valuecodeableconcept", is_array=False, filter_priority=False), +] +for source in code_sources: + source.source_table = "observation" + source.target_table = f"core__observation_dn_{source.column_name}" + + +class ObservationBuilder(base_table_builder.BaseTableBuilder): + display_text = "Creating Observation tables..." + + def prepare_queries( + self, + cursor: object, + schema: str, + *args, + parser: databases.DatabaseParser = None, + **kwargs, + ): + """constructs queries related to patient extensions of interest + + :param cursor: A database cursor object + :param schema: the schema/db name, matching the cursor + """ + self.queries += utils.denormalize_codes(schema, cursor, code_sources) + validated_schema = core_templates.validate_schema( + cursor, schema, expected_table_cols, parser + ) + self.queries.append( + core_templates.get_core_template("observation", validated_schema) + ) + self.write_queries() diff --git a/cumulus_library/studies/core/builder_patient_extension.py b/cumulus_library/studies/core/builder_patient.py similarity index 61% rename from cumulus_library/studies/core/builder_patient_extension.py rename to cumulus_library/studies/core/builder_patient.py index f3bcd733..36abf2c2 100644 --- a/cumulus_library/studies/core/builder_patient_extension.py +++ b/cumulus_library/studies/core/builder_patient.py @@ -4,12 +4,31 @@ get_extension_denormalize_query, ExtensionConfig, ) +from cumulus_library import databases +from cumulus_library.studies.core.core_templates import core_templates +expected_table_cols = { + "patient": { + "id": [], + "gender": [], + "address": [], + "id": [], + "birthdate": [], + } +} -class PatientExtensionBuilder(BaseTableBuilder): - display_text = "Creating patient extension tables..." - def prepare_queries(self, cursor: object, schema: str, *args, **kwargs): +class PatientBuilder(BaseTableBuilder): + display_text = "Creating Patient tables..." + + def prepare_queries( + self, + cursor: object, + schema: str, + *args, + parser: databases.DatabaseParser = None, + **kwargs, + ): """constructs queries related to patient extensions of interest :param cursor: A database cursor object @@ -37,3 +56,9 @@ def prepare_queries(self, cursor: object, schema: str, *args, **kwargs): is_array=True, ) self.queries.append(get_extension_denormalize_query(config)) + validated_schema = core_templates.validate_schema( + cursor, schema, expected_table_cols, parser + ) + self.queries.append( + core_templates.get_core_template("patient", validated_schema) + ) diff --git a/cumulus_library/studies/core/builder_prereq_tables.py b/cumulus_library/studies/core/builder_prereq_tables.py index c31a2da0..711e60de 100644 --- a/cumulus_library/studies/core/builder_prereq_tables.py +++ b/cumulus_library/studies/core/builder_prereq_tables.py @@ -1,3 +1,6 @@ +""" This builder primarily exists to make sure that the FHIR lookup +tables are created before other builders in the core study run, so that +they are available for joins. """ import pathlib import sqlparse diff --git a/cumulus_library/studies/core/condition_codeable_concept.sql b/cumulus_library/studies/core/condition_codeable_concept.sql deleted file mode 100644 index cd230ced..00000000 --- a/cumulus_library/studies/core/condition_codeable_concept.sql +++ /dev/null @@ -1,136 +0,0 @@ --- noqa: disable=all -/* -This is a reference output of the SQL generated by -builder_condition_condeableconcept.py that is -used by the core__condition table. It is not invoked directly. We may -in the future change the priority order of concept systems, or add -additional systems to support other implementations if we run into -unusual data in the wild. -*/ - -# filtering case -CREATE TABLE core__condition_codable_concepts_preferred AS ( - WITH - system_code_0 AS ( - SELECT DISTINCT - s.id AS id, - '0' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://snomed.info/sct' - ), --noqa: LT07 - system_code_1 AS ( - SELECT DISTINCT - s.id AS id, - '1' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://hl7.org/fhir/sid/icd-10-cm' - ), --noqa: LT07 - system_code_2 AS ( - SELECT DISTINCT - s.id AS id, - '2' AS priority, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - condition AS s, - UNNEST(s.code.coding) AS u (codeable_concept) - WHERE - u.codeable_concept.system = 'http://hl7.org/fhir/sid/icd-9-cm' - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - priority, - code_system, - code, - display - FROM system_code_0 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_code_1 - UNION - SELECT - id, - priority, - code_system, - code, - display - FROM system_code_2 - ), - - partitioned_table AS ( - SELECT - id, - code, - code_system, - display, - priority, - ROW_NUMBER() - OVER ( - PARTITION BY id - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, priority, code_system, code, display - ORDER BY priority ASC - ) - - SELECT - id, - code, - code_system, - display - FROM partitioned_table - WHERE available_priority = 1 -); - -#non-filtering case - -CREATE TABLE target__concepts AS ( - WITH - system_code_col_0 AS ( - SELECT DISTINCT - s.id AS id, - u.codeable_concept.code AS code, - u.codeable_concept.display AS display, - u.codeable_concept.system AS code_system - FROM - source AS s, - UNNEST(s.code_col) AS cc (cc_row), - UNNEST(cc.cc_row.coding) AS u (codeable_concept) - ), --noqa: LT07 - - union_table AS ( - SELECT - id, - code_system, - code, - display - FROM system_code_col_0 - ) - SELECT - id, - code, - code_system, - display - FROM union_table -); diff --git a/cumulus_library/studies/core/core_templates/condition.sql.jinja b/cumulus_library/studies/core/core_templates/condition.sql.jinja index 5f4465c2..2be82af1 100644 --- a/cumulus_library/studies/core/core_templates/condition.sql.jinja +++ b/cumulus_library/studies/core/core_templates/condition.sql.jinja @@ -3,29 +3,60 @@ CREATE TABLE core__condition AS WITH temp_condition AS ( SELECT - concat('Condition/', c.id) AS condition_ref, - {{- utils.basic_nullable_cols( - 'condition', - 'c', - ['id','category','verificationStatus','clinicalStatus'], schema) + {{- + utils.basic_cols( + 'condition', + 'c', + [ + 'id', + ] + ) }}, - {{- utils.depth_one_nullable_cols( + {{- + utils.nullable_cols( 'condition', 'c', [ + 'category', + 'verificationStatus', + 'clinicalStatus', ('subject', 'reference', 'subject_ref'), ('encounter', 'reference', 'encounter_ref') ], schema ) }}, - {{- utils.basic_cols( + {{- + utils.basic_cols( 'core__condition_codable_concepts_all', 'cca', - ['code','code_system','display'] + [ + 'code', + 'code_system', + 'display' + ] ) }}, - date(from_iso8601_timestamp(c.recordeddate)) AS recordeddate + {{- + utils.date_cols_from_str( + 'condition', + 'c', + ['recordeddate'], + schema + ) + }}, + {{- + utils.truncate_date_cols( + 'condition', + 'c', + [ + ('recordeddate', 'week'), + ('recordeddate', 'month'), + ('recordeddate', 'year'), + ], + schema + ) + }} FROM condition AS c LEFT JOIN core__condition_codable_concepts_all AS cca ON c.id = cca.id ) @@ -39,11 +70,11 @@ SELECT tc.subject_ref, tc.encounter_ref, tc.id AS condition_id, - tc.condition_ref, + concat('Condition/', tc.id) AS condition_ref, tc.recordeddate, - date_trunc('week', date(tc.recordeddate)) AS recorded_week, - date_trunc('month', date(tc.recordeddate)) AS recorded_month, - date_trunc('year', date(tc.recordeddate)) AS recorded_year + tc.recordeddate_week AS recorded_week, + tc.recordeddate_month AS recorded_month, + tc.recordeddate_year AS recorded_year FROM temp_condition AS tc, unnest(category) AS t_category (category_coding), unnest(category_coding.coding) AS t_category_coding (category_row) diff --git a/cumulus_library/studies/core/core_templates/core_templates.py b/cumulus_library/studies/core/core_templates/core_templates.py index 4a58e0da..52fe81cd 100644 --- a/cumulus_library/studies/core/core_templates/core_templates.py +++ b/cumulus_library/studies/core/core_templates/core_templates.py @@ -1,16 +1,28 @@ import pathlib import typing - import jinja2 +from cumulus_library.template_sql import templates + PATH = pathlib.Path(__file__).parent -def get_core_template(target_table: str, schema: dict[dict[bool]]) -> str: +def get_core_template( + target_table: str, schema: dict[dict[bool]] = {}, config: dict = {} +) -> str: """Extracts code system details as a standalone table""" with open(f"{PATH}/{target_table}.sql.jinja") as file: core_template = file.read() loader = jinja2.FileSystemLoader(PATH) env = jinja2.Environment(loader=loader).from_string(core_template) - return env.render(schema=schema) + return env.render(schema=schema, config=config) + + +def validate_schema(cursor: object, schema: str, expected_table_cols, parser): + validated_schema = {} + for table, cols in expected_table_cols.items(): + query = templates.get_column_datatype_query(schema, table, cols.keys()) + table_schema = cursor.execute(query).fetchall() + validated_schema[table] = parser.validate_table_schema(cols, table_schema) + return validated_schema diff --git a/cumulus_library/studies/core/core_templates/core_utils.jinja b/cumulus_library/studies/core/core_templates/core_utils.jinja index 9818e6e4..6b068cce 100644 --- a/cumulus_library/studies/core/core_templates/core_utils.jinja +++ b/cumulus_library/studies/core/core_templates/core_utils.jinja @@ -1,10 +1,17 @@ +{#- A collection of macros for constructing common safe column selects + + For layout, is is generally assumed that these are being invoked from within + a WITH TABLE AS(...) statement, so they will always assume two levels of + indentation. +-#} + {%- macro comma_delineate(loop) -%} {%- if not loop.last -%} , {%- endif -%} {%- endmacro -%} --- gets a list of columns from a known present source +{#- gets a list of columns from a known present source -#} {% macro basic_cols(table, alias, targets) %} {%- for col in targets %} {{ alias }}.{{ col.lower() }} @@ -12,27 +19,120 @@ {%- endfor %} {%- endmacro %} +{#- gets a list of columns from a potentially null source. + +targets is an array expecting a data type of the following: + string: refers to a vanilla SQL primitive column + tuple(col, object, col_alias): refers to a one level nested SQL object + tuple(col, object, , child, col_alias): refers to a two level nested SQL object --- gets a column, if present, from a basic SQL primitive col, or a null otherwise -{% macro basic_nullable_cols(table, alias, targets, schema) %} +-#} +{% macro nullable_cols(table, alias, targets, schema) %} {%- for col in targets %} - {%- if schema[table][col] %} + {#- depth one nested column-#} + {%- if col is not string and col|length ==3%} + {%- if schema[table][col[0]][col[1]] %} + {{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }} AS {{col[2]}} + {%- else %} + NULL AS {{col[2]}} + {%- endif %} + {#- depth two nested column -#} + {%- elif col is not string and col|length ==4%} + {%- if schema[table][col[0]][col[2]] %} + {{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }}.{{ col[2].lower() }} AS {{col[3]}} + {%- else %} + NULL AS {{col[3]}} + {%- endif %} + {#- SQL primitive column column-#} + {%- elif schema[table][col] %} {{ alias }}.{{ col.lower() }} {%- else %} NULL AS {{ col.lower() }} + {%- endif %} + {{- comma_delineate(loop) }} + {%- endfor %} +{%- endmacro %} + +{#- creates a date from a from an ISO formatted date str +targets is an array expecting a data type of the following: + string: refers to a vanilla SQL primitive column + tuple(col, object, col_alias): refers to a one level nested SQL object + tuple(col, object, , child, col_alias): refers to a two level nested SQL obj +-#} +{% macro date_cols_from_str(table, alias, targets, schema) %} + {%- for col in targets %} + {#- depth one nested column-#} + {%- if col is not string and col|length ==3%} + {%- if schema[table][col[0]][col[1]] %} + date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1].lower() }})) AS {{ col[2].lower() }} + {%- else %} + NULL AS {{col[1]}} + {% endif %} + {#- depth two nested column -#} + {%- elif col is not string and col|length ==4%} + {%- if schema[table][col[0]][col[2]] %} + date(from_iso8601_timestamp({{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }}.{{ col[2].lower() }})) AS {{col[3]}} + {%- else %} + NULL AS {{col[3]}} {%- endif %} + {#- SQL primitive column column-#} + {%- elif schema[table][col] %} + date(from_iso8601_timestamp({{ alias }}.{{ col.lower() }})) AS {{ col.lower() }} + {%- else %} + cast(NULL AS date) AS {{ col.lower() }} + {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} {%- endmacro %} --- gets a column, if present, from a value of an object in a col -{% macro depth_one_nullable_cols(table, alias, targets, schema) %} +{#- creates a date from a list of columns that may contain a partial date str -#} +{% macro partial_date_cols(table, alias, targets, schema) %} {%- for col in targets %} + {%- if schema[table][col] %} + CASE length({{ alias }}.{{ col.lower() }}) + WHEN 4 THEN CAST(concat({{ alias }}.{{ col.lower() }},'-01-01') AS date) + WHEN 7 THEN CAST(concat({{ alias }}.{{ col.lower() }},'-01') AS date) + ELSE cast({{ alias }}.{{ col.lower() }} AS date) + END AS {{ col.lower() }} + {%- else %} + cast(NULL AS date) AS {{ col.lower() }} + {%- endif %} + {{- comma_delineate(loop) }} + {%- endfor %} +{%- endmacro %} + +{#- creates a truncated date from an iso formatted date of the specified period + +targets is assumed to be a list of tuples of one of the following format: +(colName, period) - bare date col, named 'colname_period' +(colName, object, alias, period) - one level nested date, names 'alias' +(colName, object, child, alias, period) - two level nested date, names 'alias' + -#} +{% macro truncate_date_cols(table, alias, targets, schema) %} + {%- for col in targets %} + {%- if col is not string and col|length ==4%} {%- if schema[table][col[0]][col[1]] %} - {{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }} AS {{col[2]}} + date_trunc('{{ col[3] }}', date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}))) + AS {{ col[2].lower() }} {%- else %} - NULL AS {{col[2]}} + NULL AS {{col[2].lower()}} + {% endif %} + {#- depth two nested column -#} + {%- elif col is not string and col|length ==5%} + {%- if schema[table][col[0]][col[2]] %} + date_trunc('{{ col[4] }}', date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}.{{col[2]}}))) + AS {{ col[3].lower() }} + {%- else %} + NULL AS {{col[3].lower()}} {%- endif %} + {#- SQL primitive column column-#} + {%- elif schema[table][col[0]] %} + date_trunc('{{ col[1] }}', date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}))) + AS {{ col[0].lower() }}_{{ col[1].lower() }} + {%- else %} + cast(NULL AS date) AS {{ col[0].lower() }}_{{ col[1].lower() }} + {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} -{%- endmacro %} \ No newline at end of file +{%- endmacro %} + diff --git a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja new file mode 100644 index 00000000..3613bd4e --- /dev/null +++ b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja @@ -0,0 +1,52 @@ +{% import 'core_utils.jinja' as utils %} +CREATE TABLE core__documentreference AS +WITH temp_documentreference AS ( + SELECT DISTINCT + {{- utils.basic_cols( + 'documentreference', + 'dr', + [ + 'id', + ] + ) + }}, + {{- utils.nullable_cols( + 'documentreference', + 'dr', + [ + 'type', + 'status', + 'docstatus', + 'context', + ('subject', 'reference', 'subject_ref'), + ('context', 'period', 'start', 'author_date') + ], + schema + ) + }} + FROM documentreference AS dr +) + +SELECT DISTINCT + type_coding.type_row AS doc_type, + coalesce(type_coding.type_row.code, 'None') AS doc_type_code, + CASE + WHEN + type_coding.type_row.display IS NOT NULL + THEN replace(type_coding.type_row.display, ',', '') + ELSE type_row.code + END AS doc_type_display, + tdr.status, + tdr.docstatus, + context_encounter.encounter.reference AS encounter_ref, + date_trunc('day', date(from_iso8601_timestamp(tdr.author_date))) AS author_date, + date_trunc('week', date(from_iso8601_timestamp(tdr.author_date))) AS author_week, + date_trunc('month', date(from_iso8601_timestamp(tdr.author_date))) AS author_month, + date_trunc('year', date(from_iso8601_timestamp(tdr.author_date))) AS author_year, + tdr.subject_ref, + tdr.id as doc_id, + concat('DocumentReference/', tdr.id) AS doc_ref +FROM temp_documentreference AS tdr, + unnest(context.encounter) AS context_encounter (encounter), --noqa + unnest(type.coding) AS type_coding (type_row) +WHERE date(from_iso8601_timestamp(tdr.author_date)) BETWEEN date('2016-06-01') AND current_date; \ No newline at end of file diff --git a/cumulus_library/studies/core/core_templates/encounter.sql.jinja b/cumulus_library/studies/core/core_templates/encounter.sql.jinja new file mode 100644 index 00000000..b52ebfb4 --- /dev/null +++ b/cumulus_library/studies/core/core_templates/encounter.sql.jinja @@ -0,0 +1,117 @@ +{% import 'core_utils.jinja' as utils %} +{#- Unlike some of the other core templates, in order to get easier access +to the nested dates in the period, we'll do the preliminary querying in +two steps. + +TODO: profile speed vs a single step, consider extending date col methods +to traverse nested elements if performance is impacted-#} +CREATE TABLE core__encounter AS +WITH temp_encounter_nullable AS ( + SELECT DISTINCT + {{- utils.basic_cols( + 'encounter', + 'e', + [ + 'id' + ], + ) + }}, + {{- utils.nullable_cols( + 'encounter', + 'e', + [ + 'status', + 'class', + ('subject', 'reference', 'subject_ref'), + 'period', + ], + schema + ) + }}, + {{- utils.date_cols_from_str( + 'encounter', + 'e', + [ + ('period', 'start', 'period_start'), + ], + schema + ) + }}, + --{{ schema['encounter'] }} }} + {{- utils.truncate_date_cols( + 'encounter', + 'e', + [ + ('period','end', 'period_end_day', 'day'), + ('period', 'start', 'period_start_day', 'day'), + ('period', 'start', 'period_start_week', 'week'), + ('period', 'start', 'period_start_month', 'month'), + ('period', 'start', 'period_start_year', 'year'), + ], + schema + ) + }}, + FROM encounter AS e +), + +temp_encounter AS ( + SELECT DISTINCT + e.id, + e.status, + e.class, + e.subject_ref, + e.period_start, + e.period_start_day, + e.period_end_day, + e.period_start_week, + e.period_start_month, + e.period_start_year, + edt.code AS type_code, + edt.code_system AS type_code_system, + eds.code AS sevicetype_code, + eds.code_system AS sevicetype_code_system, + edp.code AS priority_code, + edp.code_system AS priority_code_system, + edr.code AS reasoncode_code, + edr.code_system AS reasoncode_code_system + + FROM temp_encounter_nullable AS e + LEFT JOIN core__encounter_dn_priority AS edt ON e.id = edt.id + LEFT JOIN core__encounter_dn_servicetype AS eds ON e.id = eds.id + LEFT JOIN core__encounter_dn_priority AS edp ON e.id = edp.id + LEFT JOIN core__encounter_dn_reasoncode AS edr ON e.id = edr.id +) + +SELECT DISTINCT + e.class AS enc_class, + ac.code AS enc_class_code, + ac.display AS enc_class_display, + e.status, + e.type_code, + e.type_code_system, + e.sevicetype_code, + e.sevicetype_code_system, + e.priority_code, + e.priority_code_system, + e.reasoncode_code, + e.reasoncode_code_system, + date_diff('year', date(p.birthdate), e.period_start_day) AS age_at_visit, + e.period_start_day AS start_date, + e.period_end_day AS end_date, + e.period_start_week AS start_week, + e.period_start_month AS start_month, + e.period_start_year AS start_year, + e.subject_ref, + concat('Encounter/', e.id) AS encounter_ref, + e.id as encounter_id, + p.gender, + p.race_display, + p.ethnicity_display, + p.postalcode3 +FROM temp_encounter AS e +LEFT JOIN core__fhir_mapping_expected_act_encounter_code_v3 AS eac + ON e.class.code = eac.found +LEFT JOIN core__fhir_act_encounter_code_v3 AS ac ON eac.expected = ac.code +INNER JOIN core__patient AS p ON e.subject_ref = p.subject_ref +--WHERE +-- e.period_start BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/template_sql/core_medication.sql.jinja b/cumulus_library/studies/core/core_templates/medication.sql.jinja similarity index 100% rename from cumulus_library/template_sql/core_medication.sql.jinja rename to cumulus_library/studies/core/core_templates/medication.sql.jinja diff --git a/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja b/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja new file mode 100644 index 00000000..e47338e5 --- /dev/null +++ b/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja @@ -0,0 +1,59 @@ +{% import 'core_utils.jinja' as utils %} +CREATE TABLE core__medicationrequest AS +WITH temp_mr AS ( + SELECT + {{- utils.basic_cols( + 'medicationrequest', + 'mr', + ['id', 'status', 'intent'] + ) + }}, + {{- utils.date_cols_from_str( + 'medicationrequest', + 'mr', + ['authoredon'], + schema + ) + }}, + {{- utils.truncate_date_cols( + 'medicationrequest', + 'mr', + [ + ('authoredon', 'month') + ], + schema + ) + }}, + {{- utils.nullable_cols( + 'medicationrequest', + 'mr', + [ + 'display', + ('subject', 'reference', 'subject_ref') + ], + schema + )-}}, + mrc.code AS category_code, + mrc.code_system AS category_code_system, + cm.code AS rx_code, + cm.code_system AS rx_code_system, + cm.display AS rx_display + FROM medicationrequest as mr + INNER JOIN core__medication AS cm ON mr.id = cm.id + LEFT JOIN core__medicationrequest_dn_category mrc on mrc.id = mr.id + WHERE cm.code_system = 'http://www.nlm.nih.gov/research/umls/rxnorm' +) + +SELECT + id, + status, + intent, + authoredon, + authoredon_month, + category_code, + category_code_system, + rx_code_system, + rx_code, + rx_display, + subject_ref +FROM temp_mr diff --git a/cumulus_library/studies/core/core_templates/observation.sql.jinja b/cumulus_library/studies/core/core_templates/observation.sql.jinja new file mode 100644 index 00000000..8f4bf510 --- /dev/null +++ b/cumulus_library/studies/core/core_templates/observation.sql.jinja @@ -0,0 +1,72 @@ +{% import 'core_utils.jinja' as utils %} + +CREATE TABLE core__observation AS +WITH temp_observation AS ( + SELECT + {{- utils.basic_cols( + 'observation', + 'o', + ['id','status', 'effectivedatetime'] + ) + }}, + --{{ schema }} + {{- utils.truncate_date_cols( + 'observation', + 'o', + [ + ('effectivedatetime', 'day'), + ('effectivedatetime', 'week'), + ('effectivedatetime', 'month'), + ('effectivedatetime', 'year'), + + ], + schema + ) + }}, + odc.code as observation_code, + odc.code_system as observation_code_system, + odcat.code as category_code, + odcat.code_system as category_code_system, + odi.code as interpretation_code, + odi.code_system as interpretation_code_system, + odi.display as interpretation_display, + odvcc.code as valuecodeableconcept_code, + odvcc.code_system as valuecodeableconcept_code_system, + odvcc.display as valuecodeableconcept_display, + o.component, + o.referencerange, + o.valuequantity, + o.subject.reference AS subject_ref, + o.encounter.reference AS encounter_ref, + FROM observation AS o + LEFT JOIN core__observation_dn_category AS odcat ON o.id = odcat.id + LEFT JOIN core__observation_dn_code AS odc ON o.id = odc.id + LEFT JOIN core__observation_dn_interpretation AS odi ON o.id = odi.id + LEFT JOIN core__observation_dn_valuecodeableconcept AS odvcc ON o.id = odvcc.id +) + +SELECT + id, + category_code, + category_code_system, + component, + status, + observation_code, + observation_code_system, + interpretation_code, + interpretation_code_system, + interpretation_display, + referencerange, + valuequantity, + valuecodeableconcept_code, + valuecodeableconcept_code_system, + valuecodeableconcept_display, + effectivedatetime_day AS obs_date, + effectivedatetime_week AS obs_week, + effectivedatetime_month AS obs_month, + effectivedatetime_year AS obs_year, + subject_ref, + encounter_ref, + concat('Observation/', id) AS observation_ref +FROM temp_observation +WHERE effectivedatetime BETWEEN date(from_iso8601_timestamp('2016-06-01')) AND current_date; diff --git a/cumulus_library/studies/core/patient.sql b/cumulus_library/studies/core/core_templates/patient.sql.jinja similarity index 61% rename from cumulus_library/studies/core/patient.sql rename to cumulus_library/studies/core/core_templates/patient.sql.jinja index 529e917c..34aececd 100644 --- a/cumulus_library/studies/core/patient.sql +++ b/cumulus_library/studies/core/core_templates/patient.sql.jinja @@ -1,17 +1,23 @@ --- ############################################################ --- FHIR Patient --- http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient - +{% import 'core_utils.jinja' as utils %} CREATE TABLE core__patient AS WITH temp_patient AS ( SELECT DISTINCT - p.gender, + {{- utils.nullable_cols( + 'patient', + 'p', + [ + 'id', 'gender', 'address' + ], schema) + }}, + {{- utils.partial_date_cols( + 'patient', + 'p', + [ + 'birthdate' + ], schema) + }}, er.race_display, - ee.ethnicity_display, - p.address, - p.id AS subject_id, - date(concat(substr(p.birthdate, 1, 4), '-01-01')) AS birthdate, - concat('Patient/', p.id) AS subject_ref + ee.ethnicity_display FROM patient AS p LEFT JOIN core__patient_ext_race AS er ON p.id = er.id @@ -21,15 +27,14 @@ WITH temp_patient AS ( SELECT DISTINCT tp.gender, tp.birthdate, - date_diff('year', tp.birthdate, current_date) AS age, CASE WHEN t_address.addr_row.postalcode IS NOT NULL THEN substr(t_address.addr_row.postalcode, 1, 3) ELSE 'None' END AS postalcode3, - tp.subject_id, - tp.subject_ref, + tp.id AS subject_id, + concat('Patient/', tp.id) AS subject_ref, coalesce(tp.race_display, 'unknown') AS race_display, coalesce(tp.ethnicity_display, 'unknown') AS ethnicity_display FROM diff --git a/cumulus_library/studies/core/count_core.py b/cumulus_library/studies/core/count_core.py index 3e1f8140..2f36563a 100644 --- a/cumulus_library/studies/core/count_core.py +++ b/cumulus_library/studies/core/count_core.py @@ -6,11 +6,23 @@ class CoreCountsBuilder(counts.CountsBuilder): display_text = "Creating core counts..." - def count_core_patient(self): - table_name = self.get_table_name("count_patient") - from_table = self.get_table_name("patient") - cols = ["age", "gender", "race_display", "ethnicity_display"] - return self.count_patient(table_name, from_table, cols) + def count_core_condition(self, duration: str = "month"): + table_name = self.get_table_name("count_condition", duration=duration) + from_table = self.get_table_name("condition") + cols = [ + ["category_code", "varchar", "cond_category_code"], + [f"recorded_{duration}", "date", "cond_month"], + ] + return self.count_condition(table_name, from_table, cols) + + def count_core_documentreference(self, duration: str = "month"): + table_name = self.get_table_name("count_documentreference", duration=duration) + from_table = self.get_table_name("documentreference") + cols = [ + ["doc_type_display", "varchar", None], + [f"author_{duration}", "date", None], + ] + return self.count_documentreference(table_name, from_table, cols) def count_core_encounter(self, duration: str = None): table_name = self.get_table_name("count_encounter", duration=duration) @@ -47,6 +59,7 @@ def _count_core_encounter_type( return self.count_encounter(table_name, from_table, cols) + # TODO: consider renaming function and table to `count_core_encounter_all_types` def count_core_encounter_type(self, duration: str = None): cols = [ "enc_class_display", @@ -56,42 +69,56 @@ def count_core_encounter_type(self, duration: str = None): ] return self._count_core_encounter_type("count_encounter_type", cols, duration) + # The following encounter tables all count on one specific code type + def count_core_encounter_enc_type(self, duration: str = "month"): cols = ["enc_class_display", "enc_type_display"] return self._count_core_encounter_type( "count_encounter_enc_type", cols, duration ) + def count_core_encounter_priority(self, duration: str = "month"): + cols = ["enc_class_display", "enc_priority_display"] + return self._count_core_encounter_type( + "count_encounter_priority", cols, duration + ) + def count_core_encounter_service(self, duration: str = "month"): cols = ["enc_class_display", "enc_service_display"] return self._count_core_encounter_type( "count_encounter_service", cols, duration ) - def count_core_encounter_priority(self, duration: str = "month"): - cols = ["enc_class_display", "enc_priority_display"] - return self._count_core_encounter_type( - "count_encounter_priority", cols, duration - ) + def count_core_medicationrequest(self, duration: str = "month"): + table_name = self.get_table_name("count_medicationrequest", duration=duration) + from_table = self.get_table_name("medicationrequest") + cols = ["status", "intent", f"authoredon_{duration}", "rx_display"] + return self.count_medicationrequest(table_name, from_table, cols) - def count_core_condition(self, duration: str = "month"): - table_name = self.get_table_name("count_condition", duration=duration) - from_table = self.get_table_name("condition") - cols = [ - ["category_code", "varchar", "cond_category_code"], - [f"recorded_{duration}", "date", "cond_month"], - ] - return self.count_condition(table_name, from_table, cols) + def count_core_observation_lab(self, duration: str = "month"): + table_name = self.get_table_name("count_observation_lab", duration=duration) + from_table = self.get_table_name("observation_lab") + cols = [f"lab_{duration}", "lab_code", "lab_result_display"] + return self.count_observation(table_name, from_table, cols) + + def count_core_patient(self): + table_name = self.get_table_name("count_patient") + from_table = self.get_table_name("patient") + cols = ["gender", "race_display", "ethnicity_display"] + return self.count_patient(table_name, from_table, cols) def prepare_queries(self, cursor=None, schema=None, *args, **kwargs): self.queries = [ self.count_core_condition(), + self.count_core_documentreference(duration="month"), self.count_core_encounter(duration="month"), self.count_core_encounter_type(), self.count_core_encounter_type(duration="month"), self.count_core_encounter_enc_type(duration="month"), self.count_core_encounter_service(duration="month"), self.count_core_encounter_priority(duration="month"), + self.count_core_medicationrequest(duration="month"), + self.count_core_observation_lab(duration="month"), self.count_core_patient(), ] diff --git a/cumulus_library/studies/core/count_core.sql b/cumulus_library/studies/core/count_core.sql deleted file mode 100644 index f7264534..00000000 --- a/cumulus_library/studies/core/count_core.sql +++ /dev/null @@ -1,304 +0,0 @@ --- noqa: disable=all - -CREATE TABLE core__count_patient AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - "age", - "gender", - "race_display", - "ethnicity_display" - FROM core__patient - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - "age", - "gender", - "race_display", - "ethnicity_display" - FROM filtered_table - GROUP BY - cube( - "age", - "gender", - "race_display", - "ethnicity_display" - ) - ) - - SELECT - cnt_subject AS cnt, - "age", - "gender", - "race_display", - "ethnicity_display" - FROM powerset - WHERE - cnt_subject >= 10 -); - --- ########################################################### - -CREATE TABLE core__count_encounter_month AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - encounter_ref, - "start_month", - "enc_class_display", - "age_at_visit", - "gender", - "race_display", - "ethnicity_display" - FROM core__encounter - WHERE status = 'finished' - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, - "start_month", - "enc_class_display", - "age_at_visit", - "gender", - "race_display", - "ethnicity_display" - FROM filtered_table - GROUP BY - cube( - "start_month", - "enc_class_display", - "age_at_visit", - "gender", - "race_display", - "ethnicity_display" - ) - ) - - SELECT - cnt_encounter AS cnt, - "start_month", - "enc_class_display", - "age_at_visit", - "gender", - "race_display", - "ethnicity_display" - FROM powerset - WHERE - cnt_subject >= 10 -); - --- ########################################################### - -CREATE TABLE core__count_encounter_type AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - encounter_ref, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display" - FROM core__encounter_type - WHERE status = 'finished' - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display" - FROM filtered_table - GROUP BY - cube( - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display" - ) - ) - - SELECT - cnt_encounter AS cnt, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display" - FROM powerset - WHERE - cnt_subject >= 10 -); - --- ########################################################### - -CREATE TABLE core__count_encounter_type_month AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - encounter_ref, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month" - FROM core__encounter_type - WHERE status = 'finished' - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month" - FROM filtered_table - GROUP BY - cube( - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month" - ) - ) - - SELECT - cnt_encounter AS cnt, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month" - FROM powerset - WHERE - cnt_subject >= 10 -); - --- ########################################################### - -CREATE TABLE core__count_encounter_enc_type_month AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - encounter_ref, - "enc_class_display", - "enc_type_display", - "start_month" - FROM core__encounter_type - WHERE status = 'finished' - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, - "enc_class_display", - "enc_type_display", - "start_month" - FROM filtered_table - GROUP BY - cube( - "enc_class_display", - "enc_type_display", - "start_month" - ) - ) - - SELECT - cnt_encounter AS cnt, - "enc_class_display", - "enc_type_display", - "start_month" - FROM powerset - WHERE - cnt_subject >= 10 -); - --- ########################################################### - -CREATE TABLE core__count_encounter_service_month AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - encounter_ref, - "enc_class_display", - "enc_service_display", - "start_month" - FROM core__encounter_type - WHERE status = 'finished' - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, - "enc_class_display", - "enc_service_display", - "start_month" - FROM filtered_table - GROUP BY - cube( - "enc_class_display", - "enc_service_display", - "start_month" - ) - ) - - SELECT - cnt_encounter AS cnt, - "enc_class_display", - "enc_service_display", - "start_month" - FROM powerset - WHERE - cnt_subject >= 10 -); - --- ########################################################### - -CREATE TABLE core__count_encounter_priority_month AS ( - WITH - filtered_table AS ( - SELECT - subject_ref, - encounter_ref, - "enc_class_display", - "enc_priority_display", - "start_month" - FROM core__encounter_type - WHERE status = 'finished' - ), - powerset AS ( - SELECT - count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, - "enc_class_display", - "enc_priority_display", - "start_month" - FROM filtered_table - GROUP BY - cube( - "enc_class_display", - "enc_priority_display", - "start_month" - ) - ) - - SELECT - cnt_encounter AS cnt, - "enc_class_display", - "enc_priority_display", - "start_month" - FROM powerset - WHERE - cnt_subject >= 10 -); diff --git a/cumulus_library/studies/core/documentreference.sql b/cumulus_library/studies/core/documentreference.sql deleted file mode 100644 index 337065b4..00000000 --- a/cumulus_library/studies/core/documentreference.sql +++ /dev/null @@ -1,86 +0,0 @@ --- ############################################################# --- DocumentReference --- https://hl7.org/fhir/us/core/StructureDefinition-us-core-documentreference.html - ---Each DocumentReference must have: --- a status --- a code describing the type of document --- a document category --- a patient --- document referenced (content) --- the MIME type (i.e. contentType) of the document - ---Each DocumentReference must support: --- a business identifier for the DocumentReference (possibly generated by the transcription system or EHR) --- date and time the reference was created --- an author --- a code identifying the specific details about the format of the document — over and above the content’s MIME type --- the patient encounter that is being referenced --- clinically relevant date - -CREATE TABLE core__documentreference AS -WITH temp_documentreference AS ( - SELECT DISTINCT - dr.type, - dr.status, - dr.docstatus, - dr.context, - dr.subject.reference AS subject_ref, - dr.id AS doc_id, - date( - from_iso8601_timestamp(dr.context.period."start") - ) AS author_date, - concat('DocumentReference/', dr.id) AS doc_ref - FROM documentreference AS dr -) - -SELECT DISTINCT - type_coding.type_row AS doc_type, - coalesce(type_coding.type_row.code, 'None') AS doc_type_code, - CASE - WHEN - type_coding.type_row.display IS NOT NULL - THEN replace(type_coding.type_row.display, ',', '') - ELSE type_row.code - END AS doc_type_display, - tdr.status, - tdr.docstatus, - context_encounter.encounter.reference AS encounter_ref, - date_trunc('day', tdr.author_date) AS author_date, - date_trunc('week', tdr.author_date) AS author_week, - date_trunc('month', tdr.author_date) AS author_month, - date_trunc('year', tdr.author_date) AS author_year, - tdr.subject_ref, - tdr.doc_id, - tdr.doc_ref -FROM temp_documentreference AS tdr, - unnest(context.encounter) AS context_encounter (encounter), --noqa - unnest(type.coding) AS type_coding (type_row) -WHERE author_date BETWEEN date('2016-06-01') AND current_date; - --- count *group by* DocumentReference.type -CREATE TABLE core__count_documentreference_month AS -WITH powerset AS ( - SELECT - count(DISTINCT d.subject_ref) AS cnt_subject, - count(DISTINCT d.encounter_ref) AS cnt_encounter, - count(DISTINCT d.doc_id) AS cnt_document, - d.doc_type_display, - d.author_month, - e.enc_class_display - FROM core__documentreference AS d, core__encounter AS e - WHERE - d.encounter_ref = e.encounter_ref - AND d.status = 'current' - AND (d.docstatus IS NULL OR d.docstatus IN ('final', 'amended')) - GROUP BY cube(d.doc_type_display, d.author_month, e.enc_class_display) -) - -SELECT DISTINCT - cnt_document AS cnt, - author_month, - enc_class_display, - doc_type_display -FROM powerset -WHERE cnt_subject >= 10 -ORDER BY cnt_document DESC, enc_class_display ASC; diff --git a/cumulus_library/studies/core/encounter.sql b/cumulus_library/studies/core/encounter.sql deleted file mode 100644 index 9bb18f20..00000000 --- a/cumulus_library/studies/core/encounter.sql +++ /dev/null @@ -1,65 +0,0 @@ --- ############################################################# --- Encounter --- https://build.fhir.org/ig/HL7/US-Core/StructureDefinition-us-core-encounter.html - -CREATE TABLE core__encounter AS - - -WITH temp_encounter AS ( - SELECT DISTINCT - e.period, - e.status, - e.class, - edt.code AS type_code, - edt.code_system AS type_code_system, - eds.code AS sevicetype_code, - eds.code_system AS sevicetype_code_system, - edp.code AS priority_code, - edp.code_system AS priority_code_system, - edr.code AS reasoncode_code, - edr.code_system AS reasoncode_code_system, - e.subject.reference AS subject_ref, - e.id AS encounter_id, - date(from_iso8601_timestamp(e.period."start")) AS start_date, - date(from_iso8601_timestamp(e.period."end")) AS end_date, - concat('Encounter/', e.id) AS encounter_ref - FROM encounter AS e - LEFT JOIN core__encounter_dn_priority AS edt ON e.id = edt.id - LEFT JOIN core__encounter_dn_servicetype AS eds ON e.id = eds.id - LEFT JOIN core__encounter_dn_priority AS edp ON e.id = edp.id - LEFT JOIN core__encounter_dn_reasoncode AS edr ON e.id = edr.id -) - -SELECT DISTINCT - e.class AS enc_class, - ac.code AS enc_class_code, - ac.display AS enc_class_display, - e.status, - e.type_code, - e.type_code_system, - e.sevicetype_code, - e.sevicetype_code_system, - e.priority_code, - e.priority_code_system, - e.reasoncode_code, - e.reasoncode_code_system, - date_diff('year', date(p.birthdate), e.start_date) AS age_at_visit, - date_trunc('day', e.start_date) AS start_date, - date_trunc('day', e.end_date) AS end_date, - date_trunc('week', e.start_date) AS start_week, - date_trunc('month', e.start_date) AS start_month, - date_trunc('year', e.start_date) AS start_year, - e.subject_ref, - e.encounter_ref, - e.encounter_id, - p.gender, - p.race_display, - p.ethnicity_display, - p.postalcode3 -FROM temp_encounter AS e -LEFT JOIN core__fhir_mapping_expected_act_encounter_code_v3 AS eac - ON e.class.code = eac.found -LEFT JOIN core__fhir_act_encounter_code_v3 AS ac ON eac.expected = ac.code -INNER JOIN core__patient AS p ON e.subject_ref = p.subject_ref -WHERE - start_date BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/studies/core/encounter_type.sql b/cumulus_library/studies/core/encounter_type.sql index 21004264..3f08c5aa 100644 --- a/cumulus_library/studies/core/encounter_type.sql +++ b/cumulus_library/studies/core/encounter_type.sql @@ -2,6 +2,7 @@ -- # Encounter.Type, Encounter.serviceType, Encounter.Priority -- -- use is OPTIONAL +-- MHG 2024-01-18 - this table may now be largely redundant with the core__encounter table CREATE TABLE core__encounter_type AS diff --git a/cumulus_library/studies/core/manifest.toml b/cumulus_library/studies/core/manifest.toml index ea3009a8..739af81a 100644 --- a/cumulus_library/studies/core/manifest.toml +++ b/cumulus_library/studies/core/manifest.toml @@ -4,22 +4,18 @@ study_prefix = "core" file_names = [ "builder_prereq_tables.py", "builder_condition.py", - "builder_encounter_coding.py", - "builder_core_medication.py", - "builder_patient_extension.py", - + "builder_patient.py", + "builder_encounter.py", + "builder_documentreference.py", + "builder_medication.py", + "builder_medicationrequest.py", + "builder_observation.py" ] [sql_config] file_names = [ - "patient.sql", - "encounter.sql", "encounter_type.sql", - "documentreference.sql", - "observation.sql", - "observation_lab.sql", - "observation_vital_signs.sql", - "medication_request.sql", + "observation_type.sql", "study_period.sql", ] diff --git a/cumulus_library/studies/core/medication_request.sql b/cumulus_library/studies/core/medication_request.sql deleted file mode 100644 index 765143dc..00000000 --- a/cumulus_library/studies/core/medication_request.sql +++ /dev/null @@ -1,41 +0,0 @@ --- ############################################################ --- FHIR MedicationRequest : Med Orders *possibly* Administered -CREATE TABLE core__medicationrequest AS -SELECT - mr.status, - mr.intent, - date(from_iso8601_timestamp(mr.authoredon)) AS authoredon, - date_trunc('month', date(from_iso8601_timestamp(mr.authoredon))) - AS authoredon_month, - mr.category, - cm.code_system AS rx_system, - cm.code AS rx_code, - coalesce(cm.display, 'None') AS rx_display, - mr.id AS med_admin_id, - mr.subject.reference AS subject_ref -FROM medicationrequest AS mr -INNER JOIN core__medication AS cm ON mr.id = cm.id -WHERE cm.code_system = 'http://www.nlm.nih.gov/research/umls/rxnorm'; - - -CREATE TABLE core__count_medicationrequest_month AS -WITH powerset AS ( - SELECT - count(DISTINCT cmr.subject_ref) AS cnt_subject, - cmr.status, - cmr.intent, - cmr.authoredon_month, - cmr.rx_display AS display - FROM core__medicationrequest AS cmr - GROUP BY cube(cmr.status, cmr.intent, cmr.authoredon_month, cmr.rx_display) -) - -SELECT - cnt_subject AS cnt, - status, - intent, - authoredon_month, - display -FROM powerset -WHERE cnt_subject >= 10 -ORDER BY cnt DESC; diff --git a/cumulus_library/studies/core/observation.sql b/cumulus_library/studies/core/observation.sql deleted file mode 100644 index 894feb62..00000000 --- a/cumulus_library/studies/core/observation.sql +++ /dev/null @@ -1,40 +0,0 @@ -CREATE TABLE core__observation AS -WITH temp_observation AS ( - SELECT - o.category, - o.component, - o.status, - t_coding.code_row AS obs_code, - o.code, - o.interpretation, - o.referencerange, - o.valuequantity, - o.valuecodeableconcept, - o.subject.reference AS subject_ref, - o.encounter.reference AS encounter_ref, - date(from_iso8601_timestamp(o.effectivedatetime)) AS effectivedatetime, - o.id AS observation_id, - concat('Observation/', o.id) AS observation_ref - FROM observation AS o, - unnest(code.coding) AS t_coding (code_row) -) - -SELECT - category, - component, - status, - obs_code, - interpretation, - referencerange, - valuequantity, - valuecodeableconcept, - date_trunc('day', date(effectivedatetime)) AS obs_date, - date_trunc('week', date(effectivedatetime)) AS obs_week, - date_trunc('month', date(effectivedatetime)) AS obs_month, - date_trunc('year', date(effectivedatetime)) AS obs_year, - subject_ref, - encounter_ref, - observation_id, - observation_ref -FROM temp_observation -WHERE effectivedatetime BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/studies/core/observation_lab.sql b/cumulus_library/studies/core/observation_lab.sql deleted file mode 100644 index b971837d..00000000 --- a/cumulus_library/studies/core/observation_lab.sql +++ /dev/null @@ -1,83 +0,0 @@ --- ############################################################ --- FHIR Observation --- http://hl7.org/fhir/us/core/StructureDefinition/us-core-observation-lab - ---Each Observation must have: - ---a status ---a category code of ‘laboratory’ ---a LOINC code, if available, which tells you what is being measured ---a patient ---Each Observation must support: --- ---a time indicating when the measurement was taken ---a result value or a reason why the data is absent* ---if the result value is a numeric quantity, a standard UCUM unit - - -CREATE TABLE core__observation_lab AS -WITH temp_observation_lab AS ( - SELECT - category_row.code AS category, - o.status, - o.code, - o.valuecodeableconcept, - subject.reference AS subject_ref, - encounter.reference AS encounter_ref, - o.id AS observation_id, - date(from_iso8601_timestamp(o.effectivedatetime)) AS effectivedatetime, - concat('Observation/', o.id) AS observation_ref - -- , valueQuantity - FROM observation AS o, - unnest(category) AS t_category (observation_category), - unnest(observation_category.coding) AS t_coding (category_row) - WHERE category_row.code = 'laboratory' -) - -SELECT - tol.category, - t_coding.code_row AS lab_code, - t_vcc.value_concept_row AS lab_result, - date_trunc('day', date(tol.effectivedatetime)) AS lab_date, - date_trunc('week', date(tol.effectivedatetime)) AS lab_week, - date_trunc('month', date(tol.effectivedatetime)) AS lab_month, - date_trunc('year', date(tol.effectivedatetime)) AS lab_year, - tol.status, - tol.subject_ref, - tol.encounter_ref, - tol.observation_id, - tol.observation_ref -FROM temp_observation_lab AS tol, - unnest(code.coding) AS t_coding (code_row), - unnest(valuecodeableconcept.coding) AS t_vcc (value_concept_row) -WHERE tol.effectivedatetime BETWEEN date('2016-06-01') AND current_date; - --- ########################################################################### --- COUNT Patients, Encounters, Lab Results --- ########################################################################### -CREATE TABLE core__count_observation_lab_month AS -WITH powerset AS ( - SELECT - count(DISTINCT o.subject_ref) AS cnt_subject, - count(DISTINCT o.encounter_ref) AS cnt_encounter, - count(DISTINCT o.observation_id) AS cnt_observation, - o.lab_month, - o.lab_code, - o.lab_result, - e.enc_class - FROM core__observation_lab AS o, core__encounter AS e - WHERE - o.encounter_ref = e.encounter_ref - AND (o.status = 'final' OR o.status = 'amended') - GROUP BY cube(o.lab_month, o.lab_code, o.lab_result, e.enc_class) -) - -SELECT - powerset.cnt_observation AS cnt, - powerset.lab_month, - lab_code.code AS lab_code, - lab_result.display AS lab_result_display, - enc_class.code AS enc_class_code -FROM powerset -WHERE powerset.cnt_subject >= 10 -ORDER BY powerset.cnt_observation DESC; diff --git a/cumulus_library/studies/core/observation_type.sql b/cumulus_library/studies/core/observation_type.sql new file mode 100644 index 00000000..12ccb132 --- /dev/null +++ b/cumulus_library/studies/core/observation_type.sql @@ -0,0 +1,47 @@ +CREATE TABLE core__observation_lab AS + +SELECT + co.id, + co.observation_code AS lab_code, + co.observation_code_system AS lab_code_system, + co.category_code, + co.category_code_system, + co.valuecodeableconcept_code AS lab_result_code, + co.valuecodeableconcept_code_system AS lab_result_code_system, + co.valuecodeableconcept_display AS lab_result_display, + co.obs_date AS lab_date, + co.obs_week AS lab_week, + co.obs_month AS lab_month, + co.obs_year AS lab_year, + co.status, + co.subject_ref, + co.encounter_ref, + co.observation_ref +FROM core__observation AS co; + +CREATE TABLE core__observation_vital_signs AS +SELECT + co.id, + co.observation_code, + co.observation_code_system, + co.category_code, + co.category_code_system, + co.valuecodeableconcept_code, + co.valuecodeableconcept_code_system, + co.valuecodeableconcept_display, + co.component, + co.status, + co.interpretation_code, + co.interpretation_code_system, + co.interpretation_display, + co.referencerange, + co.valuequantity, + co.obs_date, + co.obs_week, + co.obs_month, + co.obs_year, + co.subject_ref, + co.encounter_ref, + co.observation_ref +FROM core__observation AS co +WHERE co.category_code = 'vital-signs'; diff --git a/cumulus_library/studies/core/observation_vital_signs.sql b/cumulus_library/studies/core/observation_vital_signs.sql deleted file mode 100644 index 9c44977d..00000000 --- a/cumulus_library/studies/core/observation_vital_signs.sql +++ /dev/null @@ -1,41 +0,0 @@ --- ############################################################ --- FHIR Observation Vital Signs --- https://terminology.hl7.org/5.1.0/CodeSystem-observation-category.html#observation-category-vital-signs --- https://build.fhir.org/observation-vitalsigns.html - ---Each Observation must have: - ---a status ---a category code of ‘vital-signs’ ---a LOINC code, if available, which tells you what is being measured ---a patient ---Each Observation must support: --- ---a time indicating when the measurement was taken ---a result value or a reason why the data is absent* ---if the result value is a numeric quantity, a standard UCUM unit - -CREATE TABLE core__observation_vital_signs AS -SELECT - co.category, - co.component, - co.status, - co.obs_code, - co.interpretation, - co.referencerange, - co.valuequantity, - co.valuecodeableconcept, - co.obs_date, - co.obs_week, - co.obs_month, - co.obs_year, - co.subject_ref, - co.encounter_ref, - co.observation_id, - co.observation_ref, - t_obs.observation_category, - t_cat.category_row -FROM core__observation AS co, - UNNEST(category) AS t_obs (observation_category), - UNNEST(observation_category.coding) AS t_cat (category_row) -WHERE category_row.code = 'vital-signs'; diff --git a/cumulus_library/studies/core/version.sql b/cumulus_library/studies/core/version.sql index 4457b1af..80312b47 100644 --- a/cumulus_library/studies/core/version.sql +++ b/cumulus_library/studies/core/version.sql @@ -1,2 +1,2 @@ CREATE TABLE core__meta_version AS -SELECT 2 AS data_package_version; +SELECT 3 AS data_package_version; diff --git a/cumulus_library/studies/discovery/code_detection.py b/cumulus_library/studies/discovery/code_detection.py index 1d3add09..d1e1c37d 100644 --- a/cumulus_library/studies/discovery/code_detection.py +++ b/cumulus_library/studies/discovery/code_detection.py @@ -30,7 +30,6 @@ def _check_codes_in_fields(self, code_sources: list[dict], schema, cursor) -> di code_source["table_name"], code_source["column_name"], cursor, - allow_partial=False, ) elif code_source["is_bare_coding"]: code_source["has_data"] = is_code_populated( @@ -38,7 +37,6 @@ def _check_codes_in_fields(self, code_sources: list[dict], schema, cursor) -> di code_source["table_name"], code_source["column_name"], cursor, - allow_partial=False, ) else: code_source["has_data"] = is_codeable_concept_populated( @@ -46,12 +44,11 @@ def _check_codes_in_fields(self, code_sources: list[dict], schema, cursor) -> di code_source["table_name"], code_source["column_name"], cursor, - allow_partial=False, ) progress.advance(task) return code_sources - def prepare_queries(self, cursor: object, schema: str): + def prepare_queries(self, cursor: object, schema: str, *args, **kwargs): """Constructs queries related to condition codeableConcept :param cursor: A database cursor object diff --git a/cumulus_library/study_parser.py b/cumulus_library/study_parser.py index 3903079c..3496f6ad 100644 --- a/cumulus_library/study_parser.py +++ b/cumulus_library/study_parser.py @@ -1,4 +1,5 @@ """ Contains classes for loading study data based on manifest.toml files """ +import csv import inspect import importlib.util import pathlib @@ -636,7 +637,7 @@ def export_study( dataframe = dataframe.sort_values( by=list(dataframe.columns), ascending=False, na_position="first" ) - dataframe.to_csv(f"{path}/{table}.csv", index=False) + dataframe.to_csv(f"{path}/{table}.csv", index=False, quoting=csv.QUOTE_ALL) dataframe.to_parquet(f"{path}/{table}.parquet", index=False) queries.append(query) return queries diff --git a/cumulus_library/template_sql/statistics/count.sql.jinja b/cumulus_library/template_sql/statistics/count.sql.jinja index d55c40fd..23547200 100644 --- a/cumulus_library/template_sql/statistics/count.sql.jinja +++ b/cumulus_library/template_sql/statistics/count.sql.jinja @@ -5,15 +5,24 @@ {%- endmacro -%} {%- macro secondary_resource(fhir_resource) -%} -{%- if fhir_resource in ( 'document', 'encounter', 'observation') -%} -{{ fhir_resource }} -{%- elif fhir_resource == 'condition' -%} -encounter +{%- if fhir_resource in ('encounter', 'condition', 'documentreference', 'observation')-%} +encounter_ref {%- else -%} {# implicit null #} {%- endif -%} {%- endmacro -%} +{%- macro tertiary_resource(fhir_resource) -%} +{%- if fhir_resource == 'documentreference' -%} +doc_id +{%- elif fhir_resource == 'observation'-%} +observation_ref +{%- else -%} +{# implicit null #} +{%- endif -%} +{%- endmacro -%} + + {%- macro column_or_alias(count_col) %} {%- if not count_col.alias -%} {{ count_col.name }} @@ -23,9 +32,12 @@ encounter {%- endmacro -%} {%- set secondary = secondary_resource(fhir_resource) -%} +{%- set tertiary = tertiary_resource(fhir_resource) -%} --- noqa: disable=LT02{# LT02 is a indentation rule that overfires in the where -clause construction; it simultaneously asks for indentation of 4 and 8 spaces. #} +{%- set missing_null = 'cumulus__missing-or-null' -%} +{#- LT02 is a indentation rule that overfires in the where +clause construction; it simultaneously asks for indentation of 4 and 8 spaces. -#} +-- noqa: disable=LT02 CREATE TABLE {{ table_name }} AS ( WITH {%- if filter_resource %} @@ -33,10 +45,15 @@ CREATE TABLE {{ table_name }} AS ( SELECT s.subject_ref, {%- if secondary %} - s.{{ secondary }}_ref, + s.{{ secondary }}, + {%- endif -%} + {%- if tertiary %} + s.{{ tertiary }}, {%- endif -%} {%- if fhir_resource=='condition' %} cccd.display AS cond_code_display, + {%- elif fhir_resource in ('documentreference', 'observation') %} + e.enc_class_display, {%- endif %} {#- these exceptions deal with table aliasing related to single table queries, where this may be a multitable query @@ -52,13 +69,25 @@ CREATE TABLE {{ table_name }} AS ( {% endfor %} --noqa: enable=RF03, AL02 FROM {{ source_table }} AS s + + {#- joining tables for fussy count conditions tables + + TODO: think about if we really want to do this. We should maybe just + add them to the core tables if they are always going to be used? + + -#} {%- if fhir_resource=='condition' %} LEFT JOIN core__condition_codable_concepts_display AS cccd ON s.condition_id = cccd.id + {%- elif fhir_resource in ('documentreference', 'observation') %} + INNER JOIN core__encounter AS e + ON s.encounter_ref = e.encounter_ref {%- endif -%} - {%- if fhir_resource=='document' and filter_resource %} + + {#- resource specific filtering conditions -#} + {%- if fhir_resource=='documentreference' and filter_resource %} WHERE (s.status = 'current') - AND (d.docStatus IS null OR d.docStatus IN ('final', 'amended')) + AND (s.docStatus IS null OR s.docStatus IN ('final', 'amended')) {%- elif fhir_resource=='encounter' and filter_resource %} WHERE s.status = 'finished' {%- elif fhir_resource=='observation' and filter_resource %} @@ -70,16 +99,27 @@ CREATE TABLE {{ table_name }} AS ( SELECT subject_ref, {%- if secondary %} - {{ secondary }}_ref, + {{ secondary }}, + {%- endif -%} + {%- if tertiary %} + {{ tertiary }}, {%- endif -%} {%- if fhir_resource=='condition' %} - coalesce(cast(cond_code_display AS varchar), 'missing-or-null') AS cond_code_display, + coalesce( + cast(cond_code_display AS varchar), + '{{ missing_null }}' + ) AS cond_code_display, + {%- elif fhir_resource in ('documentreference', 'observation' )%} + coalesce( + cast(enc_class_display AS varchar), + '{{ missing_null }}' + ) AS enc_class_display, {%- endif -%} {% for col in table_cols %} coalesce( - cast("{{ column_or_alias(col) }}" AS varchar), - 'missing-or-null' - ) AS "{{ column_or_alias(col) }}" + {{ column_or_alias(col) }}, + '{{ missing_null }}' + ) AS {{ column_or_alias(col) }} {{- comma_delineate(loop) }} {%- endfor %} {%- if filter_resource %} @@ -93,7 +133,10 @@ CREATE TABLE {{ table_name }} AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject, {%- if secondary %} - count(DISTINCT {{ secondary }}_ref) AS cnt_{{ secondary }}, + count(DISTINCT {{ secondary }}) AS cnt_{{ secondary }}, + {%- endif -%} + {%- if tertiary -%} + count(DISTINCT {{tertiary}}) AS cnt_{{tertiary}}, {%- endif -%} {% for col in table_cols %} "{{ column_or_alias(col) }}" @@ -101,6 +144,8 @@ CREATE TABLE {{ table_name }} AS ( {%- endfor %} {%- if fhir_resource=='condition' -%}, cond_code_display + {%- elif fhir_resource in ('documentreference', 'observation' ) -%}, + enc_class_display {% endif %} FROM null_replacement GROUP BY @@ -111,12 +156,16 @@ CREATE TABLE {{ table_name }} AS ( {%- endfor %} {%- if fhir_resource=='condition' -%}, cond_code_display + {%- elif fhir_resource in ('documentreference', 'observation' ) -%}, + enc_class_display {% endif %} ) ) SELECT - {%- if secondary %} + {%- if tertiary %} + cnt_{{ tertiary }} + {%- elif secondary %} cnt_{{ secondary }} {%- else %} cnt_subject @@ -127,7 +176,9 @@ CREATE TABLE {{ table_name }} AS ( {%- endfor %} {%- if fhir_resource=='condition' %}, cond_code_display - {% endif %} + {%- elif fhir_resource in ('documentreference', 'observation' ) %}, + enc_class_display + {% endif %} FROM powerset {%- if where_clauses %} WHERE diff --git a/cumulus_library/template_sql/statistics/counts_templates.py b/cumulus_library/template_sql/statistics/counts_templates.py index 21be91ea..d9885228 100644 --- a/cumulus_library/template_sql/statistics/counts_templates.py +++ b/cumulus_library/template_sql/statistics/counts_templates.py @@ -18,13 +18,13 @@ class CountableFhirResource(Enum): """ CONDITION = "condition" - DOCUMENT = "document" + DOCUMENTREFERENCE = "documentreference" ENCOUNTER = "encounter" NONE = None OBSERVATION = "observation" PATIENT = "patient" MEDICATION = "medication" - MEDICATIONREFERENCE = "medicationreference" + MEDICATIONQUEST = "medicationrequest" @dataclass diff --git a/cumulus_library/template_sql/templates.py b/cumulus_library/template_sql/templates.py index 953b14c2..ee5d88de 100644 --- a/cumulus_library/template_sql/templates.py +++ b/cumulus_library/template_sql/templates.py @@ -5,7 +5,7 @@ from jinja2 import Template from pandas import DataFrame - +from cumulus_library import databases PATH = Path(__file__).parent @@ -34,10 +34,10 @@ class CodeableConceptConfig: def __init__( self, source_table: str, - source_id: str, column_name: str, is_array: bool, target_table: str, + source_id: str = "id", filter_priority: Optional[bool] = False, code_systems: Optional[list] = None, ): @@ -86,6 +86,9 @@ def __init__( self.is_array = is_array +# TODO: Consolidate to a generic template reader + + def get_alias_table_query(source_table: str, target_table: str): """Creates a 1-1 alias of a given table""" with open(f"{PATH}/alias_table.sql.jinja") as alias_table: @@ -144,7 +147,9 @@ def get_column_datatype_query(schema_name: str, table_name: str, column_names: L def get_core_medication_query( medication_datasources: dict, has_userselected: Optional[bool] = False ): - with open(f"{PATH}/core_medication.sql.jinja") as core_medication: + with open( + f"/Users/mgarber/code/cumulus-library/cumulus_library/studies/core/core_templates/medication.sql.jinja" + ) as core_medication: return Template(core_medication.read()).render( medication_datasources=medication_datasources, has_userselected=has_userselected, diff --git a/cumulus_library/template_sql/utils.py b/cumulus_library/template_sql/utils.py index 6d4fe65d..83626980 100644 --- a/cumulus_library/template_sql/utils.py +++ b/cumulus_library/template_sql/utils.py @@ -8,8 +8,105 @@ - Data with deep missing elements - Data which may or may not be in an array depending on context """ +from dataclasses import dataclass + import duckdb +from typing import List + +from cumulus_library.helper import get_progress_bar, query_console_output from cumulus_library.template_sql import templates +from cumulus_library import databases + + +@dataclass +class CodeableConceptConfig: + """Holds parameters for generating codableconcept tables. + + :param column_name: the column containing the codeableConcept you want to extract. + :param is_array: whether the codeableConcept is 0...1 or 0..* in the FHIR spec + :param source_table: the table to extract extensions from + :param target_table: the name of the table to create + :param source_id: the id field to use in the new table (default: 'id') + :param filter_priority: If true, will use code systems to select a single code, + in preference order, for use as a display value. + :param code_systems: a list of systems, in preference order, for selecting data + for filtering. This should not be set if filter_priority is false. + """ + + column_name: str + is_array: bool + source_table: str = None + target_table: str = None + source_id: str = "id" + filter_priority: bool = False + code_systems: list = None + + +def _check_data_in_fields( + schema, + cursor, + code_sources: List[templates.CodeableConceptConfig], +) -> dict: + """checks if CodeableConcept fields actually have data available + + CodeableConcept fields are mostly optional in the FHIR spec, and may be arrays + or single objects. Additionally, the null representation can be inconsistent, + depending on how the data is provided from an EHR and how the ETL manages + schema inference (wide, but not deep). We :could: try to find the data and + just catch an error, but that would mask configuration errors/unexpected + data patterns. So, instead, we are doing the following fussy operation: + + For each column we want to check for data: + - Check to see if there is any data in a codeableConcept field + - Check to see if the codeableConcept field contains a coding element + - Check if that coding element contains non-null data + + The way we do this is slightly different depending on if the field is an + array or not (generally requiring one extra level of unnesting). + + """ + + with get_progress_bar(transient=True) as progress: + task = progress.add_task( + "Detecting available encounter codeableConcepts...", + # Each column in code_sources requires at most 3 queries to + # detect valid data is in the DB + total=len(code_sources), + ) + for code_source in code_sources: + if code_source.is_array: + code_source.has_data = is_codeable_concept_array_populated( + schema, code_source.source_table, code_source.column_name, cursor + ) + else: + code_source.has_data = is_codeable_concept_populated( + schema, code_source.source_table, code_source.column_name, cursor + ) + progress.advance(task) + return code_sources + + +def denormalize_codes( + schema: str, + cursor: databases.DatabaseCursor, + code_sources: List[templates.CodeableConceptConfig], +): + queries = [] + code_sources = _check_data_in_fields(schema, cursor, code_sources) + for code_source in code_sources: + if code_source.has_data: + queries.append( + templates.get_codeable_concept_denormalize_query(code_source) + ) + else: + queries.append( + templates.get_ctas_empty_query( + schema_name=schema, + table_name=code_source.target_table, + table_cols=["id", "code", "code_system", "display"], + ) + ) + return queries def is_codeable_concept_populated( diff --git a/tests/conftest.py b/tests/conftest.py index ea5f7ae5..e756d785 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -41,7 +41,9 @@ class ResourceTableIdPos(IntEnum): CONDITION = 7 DOCUMENTREFERENCE = 11 ENCOUNTER = 20 - OBSERVATION = 14 + MEDICATION = 1 + MEDICATIONREQUEST = 1 + OBSERVATION = 1 PATIENT = 4 diff --git a/tests/test_core.py b/tests/test_core.py index 0f4627fd..5a92d6aa 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -18,8 +18,9 @@ ("core__condition"), ("core__documentreference"), ("core__encounter"), + ("core__medication"), + ("core__medicationrequest"), ("core__observation"), - ("core__patient"), ("core__count_condition_month"), ("core__count_documentreference_month"), ("core__count_encounter_month"), @@ -36,8 +37,8 @@ def test_core_tables(mock_db_core, table): # note that, by design, count queries are returned in an arbitrary order, # and sorted outside of the database during export. + # TODO: rework after moving id to first column # with open(f'./tests/test_data/core/{table}.txt','wt', encoding="UTF-8") as f: - # # TODO: cutover to switch/case on min python version 3.10 # if table.startswith('core__count'): # sortfn = lambda x: int(x[0]) # # non-counts tables are sorted by the primary FHIR resource key @@ -48,6 +49,10 @@ def test_core_tables(mock_db_core, table): # sortfn = lambda x: x[idpos.DOCUMENTREFERENCE.value] # elif table == 'core__encounter': # sortfn = lambda x: x[idpos.ENCOUNTER.value] + # elif table == 'core__medication': + # sortfn = lambda x: x[idpos.MEDICATION.value] + # elif table == 'core__medicationrequest': + # sortfn = lambda x: x[idpos.MEDICATIONREQUEST.value] # elif table == 'core__observation': # sortfn = lambda x: x[idpos.OBSERVATION.value] # elif table == 'core__patient': @@ -86,9 +91,13 @@ def test_core_count_missing_data(tmp_path, mock_db): # For regenerating data if needed # note that, by design, count queries are returned in an arbitrary order, # and sorted outside of the database during export. - # with open(f'./tests/test_data/core/core__count_encounter_month_missing_data.txt','wt', encoding="UTF-8") as f: - # for row in sorted(table_rows, key = lambda x: int(x[0])): - # f.write(str(f"{row}\n")) + # with open( + # f"./tests/test_data/core/core__count_encounter_month_missing_data.txt", + # "wt", + # encoding="UTF-8", + # ) as f: + # for row in sorted(table_rows, key=lambda x: int(x[0])): + # f.write(str(f"{row}\n")) with open( "./tests/test_data/core/core__count_encounter_month_missing_data.txt", "r", diff --git a/tests/test_data/core/core__count_documentreference_month.txt b/tests/test_data/core/core__count_documentreference_month.txt index 1ab5135a..fd4943f5 100644 --- a/tests/test_data/core/core__count_documentreference_month.txt +++ b/tests/test_data/core/core__count_documentreference_month.txt @@ -1,18 +1,18 @@ -(22, datetime.date(2018, 6, 1), 'ambulatory', None) -(22, datetime.date(2018, 6, 1), 'ambulatory', 'Evaluation + Plan note') -(22, datetime.date(2018, 6, 1), 'ambulatory', 'Emergency department note') -(24, datetime.date(2018, 7, 1), 'ambulatory', 'Evaluation + Plan note') -(24, datetime.date(2018, 7, 1), 'ambulatory', 'Emergency department note') -(24, datetime.date(2018, 7, 1), 'ambulatory', None) -(24, datetime.date(2018, 6, 1), None, 'Evaluation + Plan note') -(24, datetime.date(2018, 6, 1), None, 'Emergency department note') -(24, datetime.date(2018, 6, 1), None, None) -(26, datetime.date(2018, 7, 1), None, None) -(26, datetime.date(2018, 7, 1), None, 'Evaluation + Plan note') -(26, datetime.date(2018, 7, 1), None, 'Emergency department note') -(46, None, 'ambulatory', 'Emergency department note') -(46, None, 'ambulatory', None) -(46, None, 'ambulatory', 'Evaluation + Plan note') +(22, None, '2018-06-01', 'ambulatory') +(22, 'Evaluation + Plan note', '2018-06-01', 'ambulatory') +(22, 'Emergency department note', '2018-06-01', 'ambulatory') +(24, 'Emergency department note', '2018-06-01', None) +(24, 'Evaluation + Plan note', '2018-07-01', 'ambulatory') +(24, 'Emergency department note', '2018-07-01', 'ambulatory') +(24, None, '2018-06-01', None) +(24, 'Evaluation + Plan note', '2018-06-01', None) +(24, None, '2018-07-01', 'ambulatory') +(26, None, '2018-07-01', None) +(26, 'Emergency department note', '2018-07-01', None) +(26, 'Evaluation + Plan note', '2018-07-01', None) +(46, None, None, 'ambulatory') +(46, 'Evaluation + Plan note', None, 'ambulatory') +(46, 'Emergency department note', None, 'ambulatory') +(50, 'Emergency department note', None, None) +(50, 'Evaluation + Plan note', None, None) (50, None, None, None) -(50, None, None, 'Emergency department note') -(50, None, None, 'Evaluation + Plan note') diff --git a/tests/test_data/core/core__count_encounter_month.txt b/tests/test_data/core/core__count_encounter_month.txt index 049af642..f5f74705 100644 --- a/tests/test_data/core/core__count_encounter_month.txt +++ b/tests/test_data/core/core__count_encounter_month.txt @@ -1,57 +1,57 @@ -(10, '2018-07-01', 'ambulatory', None, 'male', None, 'not hispanic or latino') -(10, '2018-07-01', 'ambulatory', None, 'male', 'white', 'not hispanic or latino') -(10, '2018-07-01', None, None, 'male', 'white', 'not hispanic or latino') (10, '2018-07-01', None, None, 'male', None, 'not hispanic or latino') -(11, '2018-07-01', 'ambulatory', None, 'male', 'white', None) +(10, '2018-07-01', None, None, 'male', 'white', 'not hispanic or latino') +(10, '2018-07-01', 'ambulatory', None, 'male', 'white', 'not hispanic or latino') +(10, '2018-07-01', 'ambulatory', None, 'male', None, 'not hispanic or latino') (11, '2018-07-01', 'ambulatory', None, 'male', None, None) +(11, '2018-07-01', 'ambulatory', None, 'male', 'white', None) (11, '2018-06-01', 'ambulatory', None, 'female', 'white', 'not hispanic or latino') +(12, '2018-07-01', None, None, 'male', 'white', None) (12, '2018-07-01', None, None, 'male', None, None) (12, '2018-06-01', 'ambulatory', None, 'female', None, 'not hispanic or latino') -(12, '2018-07-01', None, None, 'male', 'white', None) (12, '2018-06-01', None, None, 'female', 'white', 'not hispanic or latino') -(13, '2018-07-01', 'ambulatory', None, 'female', None, None) (13, '2018-07-01', 'ambulatory', None, 'female', 'white', None) (13, '2018-06-01', 'ambulatory', None, 'female', 'white', None) +(13, '2018-07-01', 'ambulatory', None, 'female', None, None) (13, '2018-06-01', None, None, 'female', None, 'not hispanic or latino') (13, '2018-07-01', 'ambulatory', None, 'female', None, 'not hispanic or latino') (13, '2018-07-01', 'ambulatory', None, 'female', 'white', 'not hispanic or latino') (14, '2018-07-01', None, None, 'female', 'white', 'not hispanic or latino') +(14, '2018-07-01', None, None, 'female', None, 'not hispanic or latino') +(14, '2018-07-01', None, None, 'female', None, None) (14, '2018-06-01', 'ambulatory', None, 'female', None, None) (14, '2018-07-01', None, None, 'female', 'white', None) (14, '2018-06-01', None, None, 'female', 'white', None) -(14, '2018-07-01', None, None, 'female', None, 'not hispanic or latino') -(14, '2018-07-01', None, None, 'female', None, None) (15, '2018-06-01', None, None, 'female', None, None) (16, None, 'ambulatory', None, 'male', 'white', 'not hispanic or latino') (17, None, 'ambulatory', None, 'male', 'white', None) +(17, None, None, None, 'male', 'white', 'not hispanic or latino') (17, None, 'ambulatory', None, 'male', None, 'not hispanic or latino') (17, '2018-06-01', 'ambulatory', None, None, 'white', 'not hispanic or latino') -(17, None, None, None, 'male', 'white', 'not hispanic or latino') (18, None, None, None, 'male', None, 'not hispanic or latino') +(19, '2018-06-01', None, None, None, 'white', 'not hispanic or latino') +(19, '2018-06-01', 'ambulatory', None, None, 'white', None) (19, '2018-06-01', 'ambulatory', None, None, None, 'not hispanic or latino') (19, None, 'ambulatory', None, 'male', None, None) (19, None, None, None, 'male', 'white', None) -(19, '2018-06-01', None, None, None, 'white', 'not hispanic or latino') -(19, '2018-06-01', 'ambulatory', None, None, 'white', None) -(21, '2018-06-01', None, None, None, 'white', None) (21, '2018-06-01', None, None, None, None, 'not hispanic or latino') (21, None, None, None, 'male', None, None) +(21, '2018-06-01', None, None, None, 'white', None) (22, '2018-06-01', 'ambulatory', None, None, None, None) (23, '2018-07-01', 'ambulatory', None, None, 'white', 'not hispanic or latino') (23, '2018-07-01', 'ambulatory', None, None, None, 'not hispanic or latino') (24, '2018-06-01', None, None, None, None, None) -(24, '2018-07-01', 'ambulatory', None, None, 'white', None) +(24, '2018-07-01', 'ambulatory', None, None, None, None) +(24, None, 'ambulatory', None, 'female', 'white', 'not hispanic or latino') (24, '2018-07-01', None, None, None, 'white', 'not hispanic or latino') (24, '2018-07-01', None, None, None, None, 'not hispanic or latino') -(24, None, 'ambulatory', None, 'female', 'white', 'not hispanic or latino') -(24, '2018-07-01', 'ambulatory', None, None, None, None) +(24, '2018-07-01', 'ambulatory', None, None, 'white', None) (25, None, 'ambulatory', None, 'female', None, 'not hispanic or latino') -(26, '2018-07-01', None, None, None, 'white', None) +(26, None, None, None, 'female', 'white', 'not hispanic or latino') (26, '2018-07-01', None, None, None, None, None) +(26, '2018-07-01', None, None, None, 'white', None) (26, None, 'ambulatory', None, 'female', 'white', None) -(26, None, None, None, 'female', 'white', 'not hispanic or latino') -(27, None, None, None, 'female', None, 'not hispanic or latino') (27, None, 'ambulatory', None, 'female', None, None) +(27, None, None, None, 'female', None, 'not hispanic or latino') (28, None, None, None, 'female', 'white', None) (29, None, None, None, 'female', None, None) (40, None, 'ambulatory', None, None, 'white', 'not hispanic or latino') diff --git a/tests/test_data/core/core__count_encounter_month_missing_data.txt b/tests/test_data/core/core__count_encounter_month_missing_data.txt index be80f2c3..3860be56 100644 --- a/tests/test_data/core/core__count_encounter_month_missing_data.txt +++ b/tests/test_data/core/core__count_encounter_month_missing_data.txt @@ -1,64 +1,64 @@ +(10, '2018-07-01', 'cumulus__missing-or-null', None, 'male', None, 'not hispanic or latino') (10, '2018-07-01', None, None, 'male', None, 'not hispanic or latino') +(10, '2018-07-01', 'cumulus__missing-or-null', None, 'male', 'white', 'not hispanic or latino') (10, '2018-07-01', None, None, 'male', 'white', 'not hispanic or latino') -(10, '2018-07-01', 'missing-or-null', None, 'male', None, 'not hispanic or latino') -(10, '2018-07-01', 'missing-or-null', None, 'male', 'white', 'not hispanic or latino') -(12, '2018-07-01', 'missing-or-null', None, 'male', 'white', None) -(12, '2018-07-01', 'missing-or-null', None, 'male', None, None) -(12, '2018-07-01', None, None, 'male', None, None) (12, '2018-06-01', None, None, 'female', 'white', 'not hispanic or latino') -(12, '2018-06-01', 'missing-or-null', None, 'female', 'white', 'not hispanic or latino') +(12, '2018-07-01', 'cumulus__missing-or-null', None, 'male', None, None) +(12, '2018-07-01', 'cumulus__missing-or-null', None, 'male', 'white', None) +(12, '2018-06-01', 'cumulus__missing-or-null', None, 'female', 'white', 'not hispanic or latino') +(12, '2018-07-01', None, None, 'male', None, None) (12, '2018-07-01', None, None, 'male', 'white', None) -(13, '2018-06-01', 'missing-or-null', None, 'female', None, 'not hispanic or latino') (13, '2018-06-01', None, None, 'female', None, 'not hispanic or latino') -(14, '2018-07-01', 'missing-or-null', None, 'female', 'white', 'not hispanic or latino') +(13, '2018-06-01', 'cumulus__missing-or-null', None, 'female', None, 'not hispanic or latino') +(14, '2018-07-01', None, None, 'female', None, 'not hispanic or latino') +(14, '2018-07-01', 'cumulus__missing-or-null', None, 'female', None, None) +(14, '2018-07-01', 'cumulus__missing-or-null', None, 'female', 'white', 'not hispanic or latino') (14, '2018-07-01', None, None, 'female', 'white', 'not hispanic or latino') -(14, '2018-06-01', 'missing-or-null', None, 'female', 'white', None) +(14, '2018-07-01', 'cumulus__missing-or-null', None, 'female', 'white', None) (14, '2018-07-01', None, None, 'female', None, None) +(14, '2018-06-01', 'cumulus__missing-or-null', None, 'female', 'white', None) +(14, '2018-07-01', 'cumulus__missing-or-null', None, 'female', None, 'not hispanic or latino') (14, '2018-06-01', None, None, 'female', 'white', None) (14, '2018-07-01', None, None, 'female', 'white', None) -(14, '2018-07-01', 'missing-or-null', None, 'female', 'white', None) -(14, '2018-07-01', 'missing-or-null', None, 'female', None, 'not hispanic or latino') -(14, '2018-07-01', 'missing-or-null', None, 'female', None, None) -(14, '2018-07-01', None, None, 'female', None, 'not hispanic or latino') +(15, '2018-06-01', 'cumulus__missing-or-null', None, 'female', None, None) (15, '2018-06-01', None, None, 'female', None, None) -(15, '2018-06-01', 'missing-or-null', None, 'female', None, None) (17, None, None, None, 'male', 'white', 'not hispanic or latino') -(17, None, 'missing-or-null', None, 'male', 'white', 'not hispanic or latino') -(18, None, 'missing-or-null', None, 'male', None, 'not hispanic or latino') +(17, None, 'cumulus__missing-or-null', None, 'male', 'white', 'not hispanic or latino') (18, None, None, None, 'male', None, 'not hispanic or latino') -(19, '2018-06-01', None, None, None, 'white', 'not hispanic or latino') -(19, '2018-06-01', 'missing-or-null', None, None, 'white', 'not hispanic or latino') +(18, None, 'cumulus__missing-or-null', None, 'male', None, 'not hispanic or latino') (19, None, None, None, 'male', 'white', None) -(19, None, 'missing-or-null', None, 'male', 'white', None) -(21, None, 'missing-or-null', None, 'male', None, None) -(21, '2018-06-01', 'missing-or-null', None, None, None, 'not hispanic or latino') +(19, None, 'cumulus__missing-or-null', None, 'male', 'white', None) +(19, '2018-06-01', 'cumulus__missing-or-null', None, None, 'white', 'not hispanic or latino') +(19, '2018-06-01', None, None, None, 'white', 'not hispanic or latino') +(21, '2018-06-01', 'cumulus__missing-or-null', None, None, None, 'not hispanic or latino') (21, '2018-06-01', None, None, None, 'white', None) -(21, '2018-06-01', 'missing-or-null', None, None, 'white', None) -(21, None, None, None, 'male', None, None) +(21, None, 'cumulus__missing-or-null', None, 'male', None, None) +(21, '2018-06-01', 'cumulus__missing-or-null', None, None, 'white', None) (21, '2018-06-01', None, None, None, None, 'not hispanic or latino') +(21, None, None, None, 'male', None, None) +(24, '2018-06-01', 'cumulus__missing-or-null', None, None, None, None) +(24, '2018-07-01', 'cumulus__missing-or-null', None, None, None, 'not hispanic or latino') (24, '2018-06-01', None, None, None, None, None) -(24, '2018-07-01', 'missing-or-null', None, None, None, 'not hispanic or latino') -(24, '2018-06-01', 'missing-or-null', None, None, None, None) -(24, '2018-07-01', None, None, None, 'white', 'not hispanic or latino') (24, '2018-07-01', None, None, None, None, 'not hispanic or latino') -(24, '2018-07-01', 'missing-or-null', None, None, 'white', 'not hispanic or latino') -(26, '2018-07-01', 'missing-or-null', None, None, None, None) +(24, '2018-07-01', None, None, None, 'white', 'not hispanic or latino') +(24, '2018-07-01', 'cumulus__missing-or-null', None, None, 'white', 'not hispanic or latino') (26, '2018-07-01', None, None, None, 'white', None) -(26, None, None, None, 'female', 'white', 'not hispanic or latino') (26, '2018-07-01', None, None, None, None, None) -(26, '2018-07-01', 'missing-or-null', None, None, 'white', None) -(26, None, 'missing-or-null', None, 'female', 'white', 'not hispanic or latino') -(27, None, 'missing-or-null', None, 'female', None, 'not hispanic or latino') +(26, '2018-07-01', 'cumulus__missing-or-null', None, None, None, None) +(26, '2018-07-01', 'cumulus__missing-or-null', None, None, 'white', None) +(26, None, 'cumulus__missing-or-null', None, 'female', 'white', 'not hispanic or latino') +(26, None, None, None, 'female', 'white', 'not hispanic or latino') (27, None, None, None, 'female', None, 'not hispanic or latino') -(28, None, 'missing-or-null', None, 'female', 'white', None) +(27, None, 'cumulus__missing-or-null', None, 'female', None, 'not hispanic or latino') +(28, None, 'cumulus__missing-or-null', None, 'female', 'white', None) (28, None, None, None, 'female', 'white', None) -(29, None, 'missing-or-null', None, 'female', None, None) (29, None, None, None, 'female', None, None) -(43, None, 'missing-or-null', None, None, 'white', 'not hispanic or latino') +(29, None, 'cumulus__missing-or-null', None, 'female', None, None) (43, None, None, None, None, 'white', 'not hispanic or latino') -(45, None, 'missing-or-null', None, None, None, 'not hispanic or latino') +(43, None, 'cumulus__missing-or-null', None, None, 'white', 'not hispanic or latino') (45, None, None, None, None, None, 'not hispanic or latino') +(45, None, 'cumulus__missing-or-null', None, None, None, 'not hispanic or latino') (47, None, None, None, None, 'white', None) -(47, None, 'missing-or-null', None, None, 'white', None) -(50, None, 'missing-or-null', None, None, None, None) +(47, None, 'cumulus__missing-or-null', None, None, 'white', None) +(50, None, 'cumulus__missing-or-null', None, None, None, None) (50, None, None, None, None, None, None) diff --git a/tests/test_data/core/core__count_medicationrequest_month.txt b/tests/test_data/core/core__count_medicationrequest_month.txt index 73943f84..0ef6a993 100644 --- a/tests/test_data/core/core__count_medicationrequest_month.txt +++ b/tests/test_data/core/core__count_medicationrequest_month.txt @@ -1,12 +1,12 @@ -(11, 'stopped', None, datetime.date(2018, 6, 1), None) -(11, 'stopped', 'order', datetime.date(2018, 6, 1), None) -(12, None, 'order', datetime.date(2018, 6, 1), None) -(12, None, None, datetime.date(2018, 6, 1), None) -(15, 'stopped', None, datetime.date(2018, 7, 1), None) -(15, 'stopped', 'order', datetime.date(2018, 7, 1), None) -(15, None, 'order', datetime.date(2018, 7, 1), None) -(15, None, None, datetime.date(2018, 7, 1), None) -(26, 'stopped', None, None, None) +(11, 'stopped', 'order', '2018-06-01', None) +(11, 'stopped', None, '2018-06-01', None) +(12, None, None, '2018-06-01', None) +(12, None, 'order', '2018-06-01', None) +(15, None, None, '2018-07-01', None) +(15, 'stopped', 'order', '2018-07-01', None) +(15, None, 'order', '2018-07-01', None) +(15, 'stopped', None, '2018-07-01', None) (26, 'stopped', 'order', None, None) +(26, 'stopped', None, None, None) (27, None, 'order', None, None) (27, None, None, None, None) diff --git a/tests/test_data/core/core__count_observation_lab_month.txt b/tests/test_data/core/core__count_observation_lab_month.txt index e804c8b9..df781f2d 100644 --- a/tests/test_data/core/core__count_observation_lab_month.txt +++ b/tests/test_data/core/core__count_observation_lab_month.txt @@ -1,14 +1,14 @@ (10, None, '34533-0', 'Urine smell ammoniacal (finding)', None) -(10, None, None, 'Brown color (qualifier value)', 'AMB') -(10, None, '5778-6', 'Brown color (qualifier value)', 'AMB') +(10, None, None, 'Brown color (qualifier value)', 'ambulatory') +(10, None, '5778-6', 'Brown color (qualifier value)', 'ambulatory') (10, None, None, 'Brown color (qualifier value)', None) (10, None, '34533-0', None, None) -(10, None, '5778-6', None, 'AMB') -(10, None, None, 'Urine smell ammoniacal (finding)', 'AMB') +(10, None, '5778-6', None, 'ambulatory') +(10, None, None, 'Urine smell ammoniacal (finding)', 'ambulatory') (10, None, '5778-6', 'Brown color (qualifier value)', None) -(10, None, '34533-0', 'Urine smell ammoniacal (finding)', 'AMB') -(10, None, '34533-0', None, 'AMB') +(10, None, '34533-0', 'Urine smell ammoniacal (finding)', 'ambulatory') +(10, None, '34533-0', None, 'ambulatory') (10, None, '5778-6', None, None) (10, None, None, 'Urine smell ammoniacal (finding)', None) (20, None, None, None, None) -(20, None, None, None, 'AMB') +(20, None, None, None, 'ambulatory') diff --git a/tests/test_data/core/core__count_patient.txt b/tests/test_data/core/core__count_patient.txt index d8f6daa1..b9a5e0cd 100644 --- a/tests/test_data/core/core__count_patient.txt +++ b/tests/test_data/core/core__count_patient.txt @@ -1,12 +1,12 @@ -(17, None, 'male', 'white', 'not hispanic or latino') -(18, None, 'male', None, 'not hispanic or latino') -(19, None, 'male', 'white', None) -(21, None, 'male', None, None) -(26, None, 'female', 'white', 'not hispanic or latino') -(27, None, 'female', None, 'not hispanic or latino') -(28, None, 'female', 'white', None) -(29, None, 'female', None, None) -(43, None, None, 'white', 'not hispanic or latino') -(45, None, None, None, 'not hispanic or latino') -(47, None, None, 'white', None) -(50, None, None, None, None) +(17, 'male', 'white', 'not hispanic or latino') +(18, 'male', None, 'not hispanic or latino') +(19, 'male', 'white', None) +(21, 'male', None, None) +(26, 'female', 'white', 'not hispanic or latino') +(27, 'female', None, 'not hispanic or latino') +(28, 'female', 'white', None) +(29, 'female', None, None) +(43, None, 'white', 'not hispanic or latino') +(45, None, None, 'not hispanic or latino') +(47, None, 'white', None) +(50, None, None, None) diff --git a/tests/test_data/core/core__encounter.txt b/tests/test_data/core/core__encounter.txt index 8c0a085e..9e69e722 100644 --- a/tests/test_data/core/core__encounter.txt +++ b/tests/test_data/core/core__encounter.txt @@ -1,50 +1,50 @@ -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 15, datetime.date(2018, 6, 3), datetime.date(2018, 6, 3), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'Encounter/029d1814-d7bf-0624-524d-7ccda5f320f6', '029d1814-d7bf-0624-524d-7ccda5f320f6', 'female', 'black or african american', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 57, datetime.date(2018, 6, 7), datetime.date(2018, 6, 7), datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'Encounter/02eb4e14-1a6f-d968-2c26-c0cf5023afe0', '02eb4e14-1a6f-d968-2c26-c0cf5023afe0', 'female', 'white', 'not hispanic or latino', '660') -({'id': None, 'code': 'EMER', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'EMER', 'emergency', 'finished', None, None, None, None, None, None, None, None, 20, datetime.date(2018, 7, 19), datetime.date(2018, 7, 19), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'Encounter/03e34b19-2889-b828-792d-2a83400c55be', '03e34b19-2889-b828-792d-2a83400c55be', 'female', 'white', 'not hispanic or latino', '662') -({'id': None, 'code': 'EMER', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'EMER', 'emergency', 'finished', None, None, None, None, None, None, None, None, 8, datetime.date(2018, 7, 15), datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'Encounter/11381dc6-0e06-da55-0735-d1e7bbf8bb35', '11381dc6-0e06-da55-0735-d1e7bbf8bb35', 'male', 'white', 'hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 25, datetime.date(2018, 6, 14), datetime.date(2018, 6, 14), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986', 'Encounter/1154d05c-8727-9373-4224-25b9fdba9ab3', '1154d05c-8727-9373-4224-25b9fdba9ab3', 'female', 'white', 'hispanic or latino', '671') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 50, datetime.date(2018, 6, 15), datetime.date(2018, 6, 15), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', 'Encounter/1d679c3a-2765-5e13-e2a3-4bd76a898fc6', '1d679c3a-2765-5e13-e2a3-4bd76a898fc6', 'male', 'white', 'not hispanic or latino', '662') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 30, datetime.date(2018, 6, 2), datetime.date(2018, 6, 2), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', '299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'male', 'black or african american', 'hispanic or latino', '660') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 15, datetime.date(2018, 6, 8), datetime.date(2018, 6, 8), datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/6a883108-7b87-120b-d163-d369336e04e5', 'Encounter/2b1ee164-6c87-420d-a9e2-6c235ebeef71', '2b1ee164-6c87-420d-a9e2-6c235ebeef71', 'male', 'white', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 16, datetime.date(2018, 7, 21), datetime.date(2018, 7, 21), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0734762a-9db6-22fc-b595-c3e472bb2a9a', 'Encounter/2f55edb9-a906-0b40-e183-89b1d65d1aa1', '2f55edb9-a906-0b40-e183-89b1d65d1aa1', 'female', 'white', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 72, datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Encounter/32d0ae2d-1be8-9e90-a4da-4c222abd88a9', '32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'male', 'white', 'not hispanic or latino', '662') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 66, datetime.date(2018, 6, 15), datetime.date(2018, 6, 15), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/ad239efc-637c-e428-c829-b87e700d5446', 'Encounter/366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', '366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', 'male', 'black or african american', 'not hispanic or latino', '678') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 48, datetime.date(2018, 7, 16), datetime.date(2018, 7, 16), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/50f8b42e-17a6-e932-8546-da94004c597c', 'Encounter/37604257-be1a-120f-81ee-336f81603f92', '37604257-be1a-120f-81ee-336f81603f92', 'male', 'white', 'not hispanic or latino', '666') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 73, datetime.date(2018, 7, 11), datetime.date(2018, 7, 11), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Encounter/4b03a408-6694-88e3-0e63-3ee464ecd6cd', '4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'male', 'white', 'not hispanic or latino', '660') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 60, datetime.date(2018, 6, 14), datetime.date(2018, 6, 14), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'Encounter/4c4d0730-201f-5b75-c657-8d0de09cc28f', '4c4d0730-201f-5b75-c657-8d0de09cc28f', 'female', 'white', 'not hispanic or latino', '676') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 46, datetime.date(2018, 6, 21), datetime.date(2018, 6, 21), datetime.date(2018, 6, 18), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'Encounter/5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', '5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', 'female', 'white', 'not hispanic or latino', '660') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 81, datetime.date(2018, 7, 13), datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Encounter/5c994000-aa78-2be5-e6cf-99f230d50c2f', '5c994000-aa78-2be5-e6cf-99f230d50c2f', 'male', 'white', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 19, datetime.date(2018, 7, 19), datetime.date(2018, 7, 19), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/d3c0274f-f42b-8d2b-15f2-82331e723383', 'Encounter/6565ef5c-30b9-8697-6ca6-2b77894d5437', '6565ef5c-30b9-8697-6ca6-2b77894d5437', 'female', 'white', 'not hispanic or latino', '668') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '10509002', 'http://snomed.info/sct', 9, datetime.date(2018, 6, 17), datetime.date(2018, 6, 17), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/7f941bcc-e7b2-99e1-585f-129d0ef1c13d', 'Encounter/65f8fdca-a949-80a0-8072-094e9aaee474', '65f8fdca-a949-80a0-8072-094e9aaee474', 'female', 'white', 'not hispanic or latino', '674') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, 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datetime.date(2018, 6, 6), None, datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/19158de4-66a2-f70f-e3bf-4396b312c8f1', 'Encounter/ed151e04-3dd6-8cb7-a3e5-777c8a8667f1', 'ed151e04-3dd6-8cb7-a3e5-777c8a8667f1', 'female', 'white', 'not hispanic or latino', '000') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '161665007', 'http://snomed.info/sct', 77, datetime.date(2018, 6, 1), None, datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/9c8d8539-0b1e-73e2-b64f-83f1ea601fa4', 'Encounter/f2752dd7-1bf1-739d-dd8c-40122d0b63bc', 'f2752dd7-1bf1-739d-dd8c-40122d0b63bc', 'male', 'white', 'not hispanic or latino', '674') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 63, datetime.date(2018, 6, 5), None, datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'Encounter/f964be66-3fcd-95c8-0021-71c7d24c91b7', 'f964be66-3fcd-95c8-0021-71c7d24c91b7', 'female', 'white', 'not hispanic or latino', '661') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 100, datetime.date(2018, 7, 10), None, datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'Encounter/fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'female', 'white', 'not hispanic or latino', '672') diff --git a/tests/test_data/core/core__medication.txt b/tests/test_data/core/core__medication.txt new file mode 100644 index 00000000..577595a2 --- /dev/null +++ b/tests/test_data/core/core__medication.txt @@ -0,0 +1,39 @@ +('1775f635-147b-a136-876c-18d865c1cc7d', 'Encounter/02eb4e14-1a6f-d968-2c26-c0cf5023afe0', 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', '866412', '24 HR metoprolol succinate 100 MG Extended Release Oral Tablet', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) +('52269ea0-95b6-bd57-20ce-5461ea4b151c', 'Encounter/02eb4e14-1a6f-d968-2c26-c0cf5023afe0', 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', '705129', 'Nitroglycerin 0.4 MG/ACTUAT Mucosal Spray', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) +('773dcdd0-f950-143a-5a6c-971fd5124f22', 'Encounter/03e34b19-2889-b828-792d-2a83400c55be', 'Patient/ad3ed58a-5645-af0a-eeca-ab543123a8aa', '310965', 'Ibuprofen 200 MG Oral Tablet', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) +('fe8af482-845f-2876-5f93-adfad40a6513', 'Encounter/11381dc6-0e06-da55-0735-d1e7bbf8bb35', 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', '313820', 'Acetaminophen 160 MG Chewable Tablet', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) +('3f33044e-7035-a01d-c5f9-030a7c027888', 'Encounter/1154d05c-8727-9373-4224-25b9fdba9ab3', 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986', '314076', 'lisinopril 10 MG Oral Tablet', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) +('48f27039-a404-e01f-1b25-0c747637a524', 'Encounter/1154d05c-8727-9373-4224-25b9fdba9ab3', 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986', '308136', 'amLODIPine 2.5 MG Oral Tablet', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) +('1c97f94f-68b3-bc69-6930-66e7b1fbf216', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', '310798', 'Hydrochlorothiazide 25 MG Oral Tablet', 'http://www.nlm.nih.gov/research/umls/rxnorm', False) 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6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '310798', 'Hydrochlorothiazide 25 MG Oral Tablet', 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147') +('2c348743-863c-8b07-b575-668e7becb5c1', 'stopped', 'order', datetime.date(2018, 6, 5), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '205923', '1 ML Epoetin Alfa 4000 UNT/ML Injection [Epogen]', 'Patient/a5bc08ea-9462-c4f5-1bd2-ff342598ac99') +('fe8af482-845f-2876-5f93-adfad40a6513', 'stopped', 'order', datetime.date(2018, 7, 15), datetime.date(2018, 7, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '313820', 'Acetaminophen 160 MG Chewable Tablet', 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe') +('71cb13a5-23b9-bb80-26fe-d05f09ad8ee9', 'stopped', 'order', datetime.date(2018, 6, 13), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '314076', 'lisinopril 10 MG Oral Tablet', 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60') +('3f33044e-7035-a01d-c5f9-030a7c027888', 'stopped', 'order', datetime.date(2018, 6, 14), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '314076', 'lisinopril 10 MG Oral Tablet', 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986') +('48f27039-a404-e01f-1b25-0c747637a524', 'stopped', 'order', datetime.date(2018, 6, 14), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '308136', 'amLODIPine 2.5 MG Oral Tablet', 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986') +('ed67af7e-e0cc-ef33-4ad2-59a9bd1d1210', 'stopped', 'order', datetime.date(2018, 7, 15), datetime.date(2018, 7, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '314076', 'lisinopril 10 MG Oral Tablet', 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0') +('74eaab96-3b9b-beff-74c8-617533d0c3bb', 'stopped', 'order', datetime.date(2018, 6, 14), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '314076', 'lisinopril 10 MG Oral Tablet', 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147') +('531ebeba-3c23-bb67-3fc9-cef05f726934', 'stopped', 'order', datetime.date(2018, 7, 10), datetime.date(2018, 7, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '106892', 'insulin isophane, human 70 UNT/ML / insulin, regular, human 30 UNT/ML Injectable Suspension [Humulin]', 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b') +('eeafadf7-232b-3d11-4023-93695bfefd1e', 'stopped', 'order', datetime.date(2018, 7, 14), datetime.date(2018, 7, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '205923', '1 ML Epoetin Alfa 4000 UNT/ML Injection [Epogen]', 'Patient/26a3984f-b2a8-e67f-7abc-ff147a0e6e35') +('d2e654cd-2b6b-fab2-02fc-c17034e9b9b4', 'stopped', 'order', datetime.date(2018, 6, 8), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '349094', 'budesonide 0.125 MG/ML Inhalation Suspension', 'Patient/6a883108-7b87-120b-d163-d369336e04e5') +('c0735493-29ed-9090-197d-b632d98627b8', 'stopped', 'order', datetime.date(2018, 6, 15), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '748879', 'Levora 0.15/30 28 Day Pack', 'Patient/7bf52d54-0d2a-265a-15aa-eeed7aaf4af6') +('1c97f94f-68b3-bc69-6930-66e7b1fbf216', 'stopped', 'order', datetime.date(2018, 6, 2), datetime.date(2018, 6, 1), 'community', 'http://terminology.hl7.org/CodeSystem/medicationrequest-category', 'http://www.nlm.nih.gov/research/umls/rxnorm', '310798', 'Hydrochlorothiazide 25 MG Oral Tablet', 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4') diff --git a/tests/test_data/core/core__observation.txt b/tests/test_data/core/core__observation.txt index 9b615b13..3809416f 100644 --- a/tests/test_data/core/core__observation.txt +++ b/tests/test_data/core/core__observation.txt @@ -1,20 +1,20 @@ -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 6, 2), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', '05e6184c-f3ef-017b-ce21-599d375020b3', 'Observation/05e6184c-f3ef-017b-ce21-599d375020b3') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 11), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Encounter/4b03a408-6694-88e3-0e63-3ee464ecd6cd', '0935feb5-36bc-6a6c-7969-841bacbabdfe', 'Observation/0935feb5-36bc-6a6c-7969-841bacbabdfe') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Encounter/32d0ae2d-1be8-9e90-a4da-4c222abd88a9', '0d35c92c-8982-9737-2bae-79789514fde8', 'Observation/0d35c92c-8982-9737-2bae-79789514fde8') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Encounter/5c994000-aa78-2be5-e6cf-99f230d50c2f', '29a5c64c-9973-93d2-24a2-b2bcea3bdf4b', 'Observation/29a5c64c-9973-93d2-24a2-b2bcea3bdf4b') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 6, 14), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'Encounter/4c4d0730-201f-5b75-c657-8d0de09cc28f', '34347a5f-a90a-f723-8121-919ca5364b7c', 'Observation/34347a5f-a90a-f723-8121-919ca5364b7c') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 6, 14), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'Encounter/4c4d0730-201f-5b75-c657-8d0de09cc28f', '5ba3f97b-8ecc-0b87-bee1-abeffa7580b7', 'Observation/5ba3f97b-8ecc-0b87-bee1-abeffa7580b7') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Encounter/8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', '701e9048-be5f-5b42-b582-97d1ff465438', 'Observation/701e9048-be5f-5b42-b582-97d1ff465438') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', '84d65045-3a6e-5968-c35b-001d125b26d2', 'Observation/84d65045-3a6e-5968-c35b-001d125b26d2') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 6, 2), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', '8930d451-d73c-5360-4b65-a8f9fdb43eae', 'Observation/8930d451-d73c-5360-4b65-a8f9fdb43eae') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', '8cc39753-79b9-2be9-77a7-157ca24ad5cf', 'Observation/8cc39753-79b9-2be9-77a7-157ca24ad5cf') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 9), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'Encounter/98d4bd14-d78e-debb-e7dc-2df7786aedf3', '916b97ca-fb5f-71ce-0cff-70383a1aa668', 'Observation/916b97ca-fb5f-71ce-0cff-70383a1aa668') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 7), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Encounter/dc5ed645-3979-e765-3e03-6ba2173027c3', '93b68c85-7046-025d-19a1-bffd42469601', 'Observation/93b68c85-7046-025d-19a1-bffd42469601') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 10), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'Encounter/fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'b1467052-96e1-a697-fd94-feffb6e1453b', 'Observation/b1467052-96e1-a697-fd94-feffb6e1453b') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 7), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Encounter/dc5ed645-3979-e765-3e03-6ba2173027c3', 'bc4dafcf-05ad-9b01-049b-f9c75bd8d53f', 'Observation/bc4dafcf-05ad-9b01-049b-f9c75bd8d53f') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 9), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'Encounter/98d4bd14-d78e-debb-e7dc-2df7786aedf3', 'bdcea012-7a9a-193f-eb45-80dbceca6095', 'Observation/bdcea012-7a9a-193f-eb45-80dbceca6095') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Encounter/8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', 'c62885ce-5f40-32a4-d8f6-ae945824b172', 'Observation/c62885ce-5f40-32a4-d8f6-ae945824b172') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 10), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'Encounter/fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'c802cfaf-6b9e-36fb-c7b1-1836cbc4f653', 'Observation/c802cfaf-6b9e-36fb-c7b1-1836cbc4f653') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Encounter/32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'd9871961-3f7a-7cf7-0ced-460368db48e0', 'Observation/d9871961-3f7a-7cf7-0ced-460368db48e0') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '5778-6', 'display': 'Color of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '371254008', 'display': 'Brown color (qualifier value)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Brown color (qualifier value)'}, datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Encounter/5c994000-aa78-2be5-e6cf-99f230d50c2f', 'e47346a6-9fb7-bc9b-b8bb-006bfeebbd02', 'Observation/e47346a6-9fb7-bc9b-b8bb-006bfeebbd02') -([{'id': None, 'coding': [{'id': None, 'code': 'laboratory', 'display': 'Laboratory', 'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'userSelected': None, 'version': None}], 'text': None}], None, 'final', {'id': None, 'code': '34533-0', 'display': 'Odor of Urine', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, None, None, None, {'id': None, 'coding': [{'id': None, 'code': '167248002', 'display': 'Urine smell ammoniacal (finding)', 'system': 'http://snomed.info/sct', 'userSelected': None, 'version': None}], 'text': 'Urine smell ammoniacal (finding)'}, datetime.date(2018, 7, 11), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Encounter/4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'efe12fc4-932e-90ab-05d5-05169bd815b1', 'Observation/efe12fc4-932e-90ab-05d5-05169bd815b1') +('c62885ce-5f40-32a4-d8f6-ae945824b172', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Encounter/8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', 'Observation/c62885ce-5f40-32a4-d8f6-ae945824b172') +('0d35c92c-8982-9737-2bae-79789514fde8', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Encounter/32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'Observation/0d35c92c-8982-9737-2bae-79789514fde8') +('84d65045-3a6e-5968-c35b-001d125b26d2', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', 'Observation/84d65045-3a6e-5968-c35b-001d125b26d2') +('c802cfaf-6b9e-36fb-c7b1-1836cbc4f653', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 10), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'Encounter/fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'Observation/c802cfaf-6b9e-36fb-c7b1-1836cbc4f653') +('29a5c64c-9973-93d2-24a2-b2bcea3bdf4b', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Encounter/5c994000-aa78-2be5-e6cf-99f230d50c2f', 'Observation/29a5c64c-9973-93d2-24a2-b2bcea3bdf4b') +('efe12fc4-932e-90ab-05d5-05169bd815b1', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 11), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Encounter/4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'Observation/efe12fc4-932e-90ab-05d5-05169bd815b1') +('05e6184c-f3ef-017b-ce21-599d375020b3', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 6, 2), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'Observation/05e6184c-f3ef-017b-ce21-599d375020b3') +('916b97ca-fb5f-71ce-0cff-70383a1aa668', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 9), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'Encounter/98d4bd14-d78e-debb-e7dc-2df7786aedf3', 'Observation/916b97ca-fb5f-71ce-0cff-70383a1aa668') +('0935feb5-36bc-6a6c-7969-841bacbabdfe', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 11), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Encounter/4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'Observation/0935feb5-36bc-6a6c-7969-841bacbabdfe') +('bdcea012-7a9a-193f-eb45-80dbceca6095', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 9), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'Encounter/98d4bd14-d78e-debb-e7dc-2df7786aedf3', 'Observation/bdcea012-7a9a-193f-eb45-80dbceca6095') +('93b68c85-7046-025d-19a1-bffd42469601', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 7, 7), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Encounter/dc5ed645-3979-e765-3e03-6ba2173027c3', 'Observation/93b68c85-7046-025d-19a1-bffd42469601') +('b1467052-96e1-a697-fd94-feffb6e1453b', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 10), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'Encounter/fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'Observation/b1467052-96e1-a697-fd94-feffb6e1453b') +('e47346a6-9fb7-bc9b-b8bb-006bfeebbd02', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Encounter/5c994000-aa78-2be5-e6cf-99f230d50c2f', 'Observation/e47346a6-9fb7-bc9b-b8bb-006bfeebbd02') +('701e9048-be5f-5b42-b582-97d1ff465438', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Encounter/8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', 'Observation/701e9048-be5f-5b42-b582-97d1ff465438') +('8930d451-d73c-5360-4b65-a8f9fdb43eae', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 6, 2), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'Observation/8930d451-d73c-5360-4b65-a8f9fdb43eae') +('34347a5f-a90a-f723-8121-919ca5364b7c', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 6, 14), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'Encounter/4c4d0730-201f-5b75-c657-8d0de09cc28f', 'Observation/34347a5f-a90a-f723-8121-919ca5364b7c') +('bc4dafcf-05ad-9b01-049b-f9c75bd8d53f', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 7), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Encounter/dc5ed645-3979-e765-3e03-6ba2173027c3', 'Observation/bc4dafcf-05ad-9b01-049b-f9c75bd8d53f') +('5ba3f97b-8ecc-0b87-bee1-abeffa7580b7', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 6, 14), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'Encounter/4c4d0730-201f-5b75-c657-8d0de09cc28f', 'Observation/5ba3f97b-8ecc-0b87-bee1-abeffa7580b7') +('d9871961-3f7a-7cf7-0ced-460368db48e0', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '5778-6', 'http://loinc.org', None, None, None, None, None, '371254008', 'http://snomed.info/sct', 'Brown color (qualifier value)', datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Encounter/32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'Observation/d9871961-3f7a-7cf7-0ced-460368db48e0') +('8cc39753-79b9-2be9-77a7-157ca24ad5cf', 'laboratory', 'http://terminology.hl7.org/CodeSystem/observation-category', None, 'final', '34533-0', 'http://loinc.org', None, None, None, None, None, '167248002', 'http://snomed.info/sct', 'Urine smell ammoniacal (finding)', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', 'Observation/8cc39753-79b9-2be9-77a7-157ca24ad5cf') diff --git a/tests/test_data/core/core__patient.txt b/tests/test_data/core/core__patient.txt index ea335815..e5653e4d 100644 --- a/tests/test_data/core/core__patient.txt +++ b/tests/test_data/core/core__patient.txt @@ -1,50 +1,50 @@ -('female', datetime.date(2002, 1, 1), 22, '672', '0734762a-9db6-22fc-b595-c3e472bb2a9a', 'Patient/0734762a-9db6-22fc-b595-c3e472bb2a9a', 'white', 'not hispanic or latino') -('female', datetime.date(1969, 1, 1), 55, '662', '0b052286-9534-99a8-8d5e-06c2c04a7df7', 'Patient/0b052286-9534-99a8-8d5e-06c2c04a7df7', 'white', 'not hispanic or latino') -('female', datetime.date(2004, 1, 1), 20, '667', '149de67a-2809-59a8-bfa2-36df509021dc', 'Patient/149de67a-2809-59a8-bfa2-36df509021dc', 'white', 'not hispanic or latino') -('male', datetime.date(1949, 1, 1), 75, '660', '16be855b-ece2-8b96-1ef9-a4d93adf3289', 'Patient/16be855b-ece2-8b96-1ef9-a4d93adf3289', 'white', 'not hispanic or latino') -('male', datetime.date(1946, 1, 1), 78, '662', '17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'white', 'not hispanic or latino') -('female', datetime.date(1961, 1, 1), 63, '000', '19158de4-66a2-f70f-e3bf-4396b312c8f1', 'Patient/19158de4-66a2-f70f-e3bf-4396b312c8f1', 'white', 'not hispanic or latino') -('female', datetime.date(1934, 1, 1), 90, '667', '1c498b42-61fd-6341-69c3-053f6e4fe404', 'Patient/1c498b42-61fd-6341-69c3-053f6e4fe404', 'white', 'not hispanic or latino') -('female', datetime.date(1993, 1, 1), 31, '671', '24906e2c-e556-71dc-23d9-3e1d5fb08986', 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986', 'white', 'hispanic or latino') -('female', datetime.date(1958, 1, 1), 66, '676', '267fc42d-cd9e-8527-1f9e-887fe7776147', 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'white', 'not hispanic or latino') -('male', datetime.date(1941, 1, 1), 83, '674', '26a3984f-b2a8-e67f-7abc-ff147a0e6e35', 'Patient/26a3984f-b2a8-e67f-7abc-ff147a0e6e35', 'white', 'not hispanic or latino') -('male', datetime.date(1965, 1, 1), 59, '678', '26baae20-c8c5-003a-ab6b-ebcc49be20db', 'Patient/26baae20-c8c5-003a-ab6b-ebcc49be20db', 'white', 'not hispanic or latino') -('male', datetime.date(2015, 1, 1), 9, '672', '2858705f-5af1-9869-4d94-894e09a9f99a', 'Patient/2858705f-5af1-9869-4d94-894e09a9f99a', 'white', 'not hispanic or latino') -('female', datetime.date(2018, 1, 1), 6, '675', '2a0e1946-acf6-5a7e-9399-a9cbc4730199', 'Patient/2a0e1946-acf6-5a7e-9399-a9cbc4730199', 'white', 'not hispanic or latino') -('female', datetime.date(1998, 1, 1), 26, '660', '2da1bee2-2bc2-4511-84e1-42860310e2fb', 'Patient/2da1bee2-2bc2-4511-84e1-42860310e2fb', 'white', 'not hispanic or latino') -('female', datetime.date(1990, 1, 1), 34, '674', '3627adb8-f741-acf3-2dd6-10f3bcbe1077', 'Patient/3627adb8-f741-acf3-2dd6-10f3bcbe1077', 'white', 'not hispanic or latino') -('female', datetime.date(2007, 1, 1), 17, '662', '3ae095ec-8fe0-133b-36d4-8785a6ad8df3', 'Patient/3ae095ec-8fe0-133b-36d4-8785a6ad8df3', 'white', 'not hispanic or latino') -('male', datetime.date(1964, 1, 1), 60, '000', '3cf7af45-2bee-aa9c-d524-40b487149d60', 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'white', 'not hispanic or latino') -('male', datetime.date(1977, 1, 1), 47, '675', '47c37c92-5932-9cfe-66be-208556780fe0', 'Patient/47c37c92-5932-9cfe-66be-208556780fe0', 'white', 'not hispanic or latino') -('male', datetime.date(1970, 1, 1), 54, '666', '50f8b42e-17a6-e932-8546-da94004c597c', 'Patient/50f8b42e-17a6-e932-8546-da94004c597c', 'white', 'not hispanic or latino') -('female', datetime.date(1973, 1, 1), 51, '667', '51032f44-d514-26e9-3e85-e956561c076e', 'Patient/51032f44-d514-26e9-3e85-e956561c076e', 'white', 'not hispanic or latino') -('male', datetime.date(1945, 1, 1), 79, '660', '5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'white', 'not hispanic or latino') -('female', datetime.date(1918, 1, 1), 106, '672', '6385ddd7-2639-6505-3789-0521b8f66c8b', 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'white', 'not hispanic or latino') -('male', datetime.date(2003, 1, 1), 21, '672', '6a883108-7b87-120b-d163-d369336e04e5', 'Patient/6a883108-7b87-120b-d163-d369336e04e5', 'white', 'not hispanic or latino') -('female', datetime.date(1979, 1, 1), 45, '670', '7bf52d54-0d2a-265a-15aa-eeed7aaf4af6', 'Patient/7bf52d54-0d2a-265a-15aa-eeed7aaf4af6', 'white', 'not hispanic or latino') -('female', datetime.date(1957, 1, 1), 67, '662', '7cef0e6f-9aea-4079-dfc6-18a96454708e', 'Patient/7cef0e6f-9aea-4079-dfc6-18a96454708e', 'white', 'not hispanic or latino') -('female', datetime.date(2009, 1, 1), 15, '674', '7f941bcc-e7b2-99e1-585f-129d0ef1c13d', 'Patient/7f941bcc-e7b2-99e1-585f-129d0ef1c13d', 'white', 'not hispanic or latino') -('male', datetime.date(2017, 1, 1), 7, '665', '8022fbbe-aaa4-056c-d0f5-ec074bf0656c', 'Patient/8022fbbe-aaa4-056c-d0f5-ec074bf0656c', 'white', 'not hispanic or latino') -('female', datetime.date(1993, 1, 1), 31, '672', '82b8a670-4700-30e8-24a0-b83efa3c5e0a', 'Patient/82b8a670-4700-30e8-24a0-b83efa3c5e0a', 'white', 'not hispanic or latino') -('male', datetime.date(1988, 1, 1), 36, '660', '8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'black or african american', 'hispanic or latino') -('female', datetime.date(1970, 1, 1), 54, '672', '9b17654f-a902-3d56-9000-4ade3dd3059f', 'Patient/9b17654f-a902-3d56-9000-4ade3dd3059f', 'white', 'hispanic or latino') -('male', datetime.date(1941, 1, 1), 83, '674', '9c8d8539-0b1e-73e2-b64f-83f1ea601fa4', 'Patient/9c8d8539-0b1e-73e2-b64f-83f1ea601fa4', 'white', 'not hispanic or latino') -('male', datetime.date(1937, 1, 1), 87, '672', '9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'white', 'not hispanic or latino') -('female', datetime.date(1996, 1, 1), 28, '662', 'a28be3e1-a6bd-7df4-fc81-1140848f8453', 'Patient/a28be3e1-a6bd-7df4-fc81-1140848f8453', 'white', 'not hispanic or latino') -('female', datetime.date(1972, 1, 1), 52, '660', 'a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'white', 'not hispanic or latino') -('female', datetime.date(1957, 1, 1), 67, '675', 'a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'Patient/a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'white', 'not hispanic or latino') -('female', datetime.date(1955, 1, 1), 69, '661', 'a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'Patient/a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'white', 'not hispanic or latino') -('male', datetime.date(1928, 1, 1), 96, '671', 'ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'white', 'not hispanic or latino') -('male', datetime.date(1952, 1, 1), 72, '678', 'ad239efc-637c-e428-c829-b87e700d5446', 'Patient/ad239efc-637c-e428-c829-b87e700d5446', 'black or african american', 'not hispanic or latino') -('female', datetime.date(1998, 1, 1), 26, '662', 'ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'Patient/ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'white', 'not hispanic or latino') -('female', datetime.date(1963, 1, 1), 61, '662', 'c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'white', 'not hispanic or latino') -('female', datetime.date(2003, 1, 1), 21, '662', 'c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'Patient/c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'white', 'not hispanic or latino') -('female', datetime.date(1961, 1, 1), 63, '660', 'c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'white', 'not hispanic or latino') -('male', datetime.date(1968, 1, 1), 56, '672', 'c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'Patient/c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'white', 'not hispanic or latino') -('male', datetime.date(1968, 1, 1), 56, '662', 'cb8c0665-30ee-479c-8994-d29f1a6848b0', 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', 'white', 'not hispanic or latino') -('female', datetime.date(2006, 1, 1), 18, '660', 'cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'Patient/cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'white', 'not hispanic or latino') -('female', datetime.date(1999, 1, 1), 25, '668', 'd3c0274f-f42b-8d2b-15f2-82331e723383', 'Patient/d3c0274f-f42b-8d2b-15f2-82331e723383', 'white', 'not hispanic or latino') -('male', datetime.date(2010, 1, 1), 14, '672', 'dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'white', 'hispanic or latino') -('male', datetime.date(1929, 1, 1), 95, '667', 'e455ca3f-fc16-6ffc-297a-adc27e2db183', 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'white', 'hispanic or latino') -('female', datetime.date(2003, 1, 1), 21, '672', 'e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'Patient/e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'black or african american', 'not hispanic or latino') -('male', datetime.date(2002, 1, 1), 22, '674', 'f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'Patient/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'white', 'not hispanic or latino') +('female', datetime.date(2002, 12, 21), '672', '0734762a-9db6-22fc-b595-c3e472bb2a9a', 'Patient/0734762a-9db6-22fc-b595-c3e472bb2a9a', 'white', 'not hispanic or latino') +('female', datetime.date(1969, 2, 22), '662', '0b052286-9534-99a8-8d5e-06c2c04a7df7', 'Patient/0b052286-9534-99a8-8d5e-06c2c04a7df7', 'white', 'not hispanic or latino') +('female', datetime.date(2004, 6, 7), '667', '149de67a-2809-59a8-bfa2-36df509021dc', 'Patient/149de67a-2809-59a8-bfa2-36df509021dc', 'white', 'not hispanic or latino') +('male', datetime.date(1949, 9, 3), '660', '16be855b-ece2-8b96-1ef9-a4d93adf3289', 'Patient/16be855b-ece2-8b96-1ef9-a4d93adf3289', 'white', 'not hispanic or latino') +('male', datetime.date(1946, 3, 25), '662', '17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'white', 'not hispanic or latino') +('female', datetime.date(1961, 2, 11), '000', '19158de4-66a2-f70f-e3bf-4396b312c8f1', 'Patient/19158de4-66a2-f70f-e3bf-4396b312c8f1', 'white', 'not hispanic or latino') +('female', datetime.date(1934, 12, 28), '667', '1c498b42-61fd-6341-69c3-053f6e4fe404', 'Patient/1c498b42-61fd-6341-69c3-053f6e4fe404', 'white', 'not hispanic or latino') +('female', datetime.date(1993, 3, 25), '671', '24906e2c-e556-71dc-23d9-3e1d5fb08986', 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986', 'white', 'hispanic or latino') +('female', datetime.date(1958, 8, 14), '676', '267fc42d-cd9e-8527-1f9e-887fe7776147', 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'white', 'not hispanic or latino') +('male', datetime.date(1941, 8, 10), '674', '26a3984f-b2a8-e67f-7abc-ff147a0e6e35', 'Patient/26a3984f-b2a8-e67f-7abc-ff147a0e6e35', 'white', 'not hispanic or latino') +('male', datetime.date(1965, 6, 14), '678', '26baae20-c8c5-003a-ab6b-ebcc49be20db', 'Patient/26baae20-c8c5-003a-ab6b-ebcc49be20db', 'white', 'not hispanic or latino') +('male', datetime.date(2015, 2, 23), '672', '2858705f-5af1-9869-4d94-894e09a9f99a', 'Patient/2858705f-5af1-9869-4d94-894e09a9f99a', 'white', 'not hispanic or latino') +('female', datetime.date(2018, 2, 20), '675', '2a0e1946-acf6-5a7e-9399-a9cbc4730199', 'Patient/2a0e1946-acf6-5a7e-9399-a9cbc4730199', 'white', 'not hispanic or latino') +('female', datetime.date(1998, 5, 23), '660', '2da1bee2-2bc2-4511-84e1-42860310e2fb', 'Patient/2da1bee2-2bc2-4511-84e1-42860310e2fb', 'white', 'not hispanic or latino') +('female', datetime.date(1990, 4, 27), '674', '3627adb8-f741-acf3-2dd6-10f3bcbe1077', 'Patient/3627adb8-f741-acf3-2dd6-10f3bcbe1077', 'white', 'not hispanic or latino') +('female', datetime.date(2007, 6, 18), '662', '3ae095ec-8fe0-133b-36d4-8785a6ad8df3', 'Patient/3ae095ec-8fe0-133b-36d4-8785a6ad8df3', 'white', 'not hispanic or latino') +('male', datetime.date(1964, 3, 11), '000', '3cf7af45-2bee-aa9c-d524-40b487149d60', 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'white', 'not hispanic or latino') +('male', datetime.date(1977, 1, 10), '675', '47c37c92-5932-9cfe-66be-208556780fe0', 'Patient/47c37c92-5932-9cfe-66be-208556780fe0', 'white', 'not hispanic or latino') +('male', datetime.date(1970, 7, 12), '666', '50f8b42e-17a6-e932-8546-da94004c597c', 'Patient/50f8b42e-17a6-e932-8546-da94004c597c', 'white', 'not hispanic or latino') +('female', datetime.date(1973, 1, 1), '667', '51032f44-d514-26e9-3e85-e956561c076e', 'Patient/51032f44-d514-26e9-3e85-e956561c076e', 'white', 'not hispanic or latino') +('male', datetime.date(1945, 12, 25), '660', '5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'white', 'not hispanic or latino') +('female', datetime.date(1918, 11, 12), '672', '6385ddd7-2639-6505-3789-0521b8f66c8b', 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'white', 'not hispanic or latino') +('male', datetime.date(2003, 1, 30), '672', '6a883108-7b87-120b-d163-d369336e04e5', 'Patient/6a883108-7b87-120b-d163-d369336e04e5', 'white', 'not hispanic or latino') +('female', datetime.date(1979, 9, 28), '670', '7bf52d54-0d2a-265a-15aa-eeed7aaf4af6', 'Patient/7bf52d54-0d2a-265a-15aa-eeed7aaf4af6', 'white', 'not hispanic or latino') +('female', datetime.date(1957, 4, 5), '662', '7cef0e6f-9aea-4079-dfc6-18a96454708e', 'Patient/7cef0e6f-9aea-4079-dfc6-18a96454708e', 'white', 'not hispanic or latino') +('female', datetime.date(2009, 12, 21), '674', '7f941bcc-e7b2-99e1-585f-129d0ef1c13d', 'Patient/7f941bcc-e7b2-99e1-585f-129d0ef1c13d', 'white', 'not hispanic or latino') +('male', datetime.date(2017, 1, 4), '665', '8022fbbe-aaa4-056c-d0f5-ec074bf0656c', 'Patient/8022fbbe-aaa4-056c-d0f5-ec074bf0656c', 'white', 'not hispanic or latino') +('female', datetime.date(1993, 11, 10), '672', '82b8a670-4700-30e8-24a0-b83efa3c5e0a', 'Patient/82b8a670-4700-30e8-24a0-b83efa3c5e0a', 'white', 'not hispanic or latino') +('male', datetime.date(1988, 8, 6), '660', '8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'black or african american', 'hispanic or latino') +('female', datetime.date(1970, 8, 4), '672', '9b17654f-a902-3d56-9000-4ade3dd3059f', 'Patient/9b17654f-a902-3d56-9000-4ade3dd3059f', 'white', 'hispanic or latino') +('male', datetime.date(1941, 8, 10), '674', '9c8d8539-0b1e-73e2-b64f-83f1ea601fa4', 'Patient/9c8d8539-0b1e-73e2-b64f-83f1ea601fa4', 'white', 'not hispanic or latino') +('male', datetime.date(1937, 4, 9), '672', '9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'white', 'not hispanic or latino') +('female', datetime.date(1996, 10, 25), '662', 'a28be3e1-a6bd-7df4-fc81-1140848f8453', 'Patient/a28be3e1-a6bd-7df4-fc81-1140848f8453', 'white', 'not hispanic or latino') +('female', datetime.date(1972, 1, 13), '660', 'a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'white', 'not hispanic or latino') +('female', datetime.date(1957, 5, 24), '675', 'a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'Patient/a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'white', 'not hispanic or latino') +('female', datetime.date(1955, 6, 18), '661', 'a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'Patient/a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'white', 'not hispanic or latino') +('male', datetime.date(1928, 5, 12), '671', 'ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'white', 'not hispanic or latino') +('male', datetime.date(1952, 1, 4), '678', 'ad239efc-637c-e428-c829-b87e700d5446', 'Patient/ad239efc-637c-e428-c829-b87e700d5446', 'black or african american', 'not hispanic or latino') +('female', datetime.date(1998, 11, 16), '662', 'ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'Patient/ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'white', 'not hispanic or latino') +('female', datetime.date(1963, 5, 12), '662', 'c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'white', 'not hispanic or latino') +('female', datetime.date(2003, 7, 4), '662', 'c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'Patient/c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'white', 'not hispanic or latino') +('female', datetime.date(1961, 4, 26), '660', 'c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'white', 'not hispanic or latino') +('male', datetime.date(1968, 11, 8), '672', 'c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'Patient/c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'white', 'not hispanic or latino') +('male', datetime.date(1968, 6, 7), '662', 'cb8c0665-30ee-479c-8994-d29f1a6848b0', 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', 'white', 'not hispanic or latino') +('female', datetime.date(2006, 7, 6), '660', 'cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'Patient/cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'white', 'not hispanic or latino') +('female', datetime.date(1999, 2, 4), '668', 'd3c0274f-f42b-8d2b-15f2-82331e723383', 'Patient/d3c0274f-f42b-8d2b-15f2-82331e723383', 'white', 'not hispanic or latino') +('male', datetime.date(2010, 4, 4), '672', 'dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'white', 'hispanic or latino') +('male', datetime.date(1929, 5, 6), '667', 'e455ca3f-fc16-6ffc-297a-adc27e2db183', 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'white', 'hispanic or latino') +('female', datetime.date(2003, 5, 15), '672', 'e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'Patient/e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'black or african american', 'not hispanic or latino') +('male', datetime.date(2002, 3, 8), '674', 'f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'Patient/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'white', 'not hispanic or latino') From 9d45be725e76de86be722608a6a6d9f077f02b17 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Wed, 24 Jan 2024 08:54:50 -0500 Subject: [PATCH 2/8] self review cleanup --- .../studies/core/builder_observation.py | 3 +- .../studies/core/builder_patient.py | 9 +-- .../documentreference.sql.jinja | 24 ++++-- cumulus_library/study_parser.py | 4 +- .../statistics/counts_templates.py | 2 +- cumulus_library/template_sql/templates.py | 75 +------------------ cumulus_library/template_sql/utils.py | 26 ++++++- 7 files changed, 54 insertions(+), 89 deletions(-) diff --git a/cumulus_library/studies/core/builder_observation.py b/cumulus_library/studies/core/builder_observation.py index 42dd4e53..f3876022 100644 --- a/cumulus_library/studies/core/builder_observation.py +++ b/cumulus_library/studies/core/builder_observation.py @@ -30,8 +30,8 @@ } } -# TODO: upgrade to 3.10+, use kw_only flag to subclass for generating source/target +# TODO: upgrade to 3.10+, use kw_only flag to subclass a dataclass for generating source/target code_sources = [ CCC(column_name="category", is_array=True, filter_priority=False), CCC(column_name="code", is_array=False, filter_priority=False), @@ -66,4 +66,3 @@ def prepare_queries( self.queries.append( core_templates.get_core_template("observation", validated_schema) ) - self.write_queries() diff --git a/cumulus_library/studies/core/builder_patient.py b/cumulus_library/studies/core/builder_patient.py index 36abf2c2..a6899413 100644 --- a/cumulus_library/studies/core/builder_patient.py +++ b/cumulus_library/studies/core/builder_patient.py @@ -1,9 +1,6 @@ """ Module for extracting US core extensions from patient records""" from cumulus_library.base_table_builder import BaseTableBuilder -from cumulus_library.template_sql.templates import ( - get_extension_denormalize_query, - ExtensionConfig, -) +from cumulus_library.template_sql import templates, utils from cumulus_library import databases from cumulus_library.studies.core.core_templates import core_templates @@ -46,7 +43,7 @@ def prepare_queries( ] for extension in extension_types: - config = ExtensionConfig( + config = utils.ExtensionConfig( "patient", "id", f"core__patient_ext_{extension['name']}", @@ -55,7 +52,7 @@ def prepare_queries( ["ombCategory", "detailed", "text"], is_array=True, ) - self.queries.append(get_extension_denormalize_query(config)) + self.queries.append(templates.get_extension_denormalize_query(config)) validated_schema = core_templates.validate_schema( cursor, schema, expected_table_cols, parser ) diff --git a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja index 3613bd4e..a8a87d4f 100644 --- a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja +++ b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja @@ -23,7 +23,19 @@ WITH temp_documentreference AS ( ], schema ) - }} + }}, + {{- utils.truncate_date_cols( + 'documentreference', + 'dr', + [ + ('author_date', 'day'), + ('author_date', 'week'), + ('author_date', 'month'), + ('author_date', 'year'), + ], + schema + ) + }}, FROM documentreference AS dr ) @@ -39,14 +51,14 @@ SELECT DISTINCT tdr.status, tdr.docstatus, context_encounter.encounter.reference AS encounter_ref, - date_trunc('day', date(from_iso8601_timestamp(tdr.author_date))) AS author_date, - date_trunc('week', date(from_iso8601_timestamp(tdr.author_date))) AS author_week, - date_trunc('month', date(from_iso8601_timestamp(tdr.author_date))) AS author_month, - date_trunc('year', date(from_iso8601_timestamp(tdr.author_date))) AS author_year, + author_day AS author_date, + author_week, + author_month, + author_year, tdr.subject_ref, tdr.id as doc_id, concat('DocumentReference/', tdr.id) AS doc_ref FROM temp_documentreference AS tdr, unnest(context.encounter) AS context_encounter (encounter), --noqa unnest(type.coding) AS type_coding (type_row) -WHERE date(from_iso8601_timestamp(tdr.author_date)) BETWEEN date('2016-06-01') AND current_date; \ No newline at end of file +WHERE author_day BETWEEN date('2016-06-01') AND current_date; \ No newline at end of file diff --git a/cumulus_library/study_parser.py b/cumulus_library/study_parser.py index 3496f6ad..8445cbbd 100644 --- a/cumulus_library/study_parser.py +++ b/cumulus_library/study_parser.py @@ -637,7 +637,9 @@ def export_study( dataframe = dataframe.sort_values( by=list(dataframe.columns), ascending=False, na_position="first" ) - dataframe.to_csv(f"{path}/{table}.csv", index=False, quoting=csv.QUOTE_ALL) + dataframe.to_csv( + f"{path}/{table}.csv", index=False, quoting=csv.QUOTE_MINIMAL + ) dataframe.to_parquet(f"{path}/{table}.parquet", index=False) queries.append(query) return queries diff --git a/cumulus_library/template_sql/statistics/counts_templates.py b/cumulus_library/template_sql/statistics/counts_templates.py index d9885228..32159062 100644 --- a/cumulus_library/template_sql/statistics/counts_templates.py +++ b/cumulus_library/template_sql/statistics/counts_templates.py @@ -24,7 +24,7 @@ class CountableFhirResource(Enum): OBSERVATION = "observation" PATIENT = "patient" MEDICATION = "medication" - MEDICATIONQUEST = "medicationrequest" + MEDICATIONREQUEST = "medicationrequest" @dataclass diff --git a/cumulus_library/template_sql/templates.py b/cumulus_library/template_sql/templates.py index ee5d88de..8e10afce 100644 --- a/cumulus_library/template_sql/templates.py +++ b/cumulus_library/template_sql/templates.py @@ -5,7 +5,9 @@ from jinja2 import Template from pandas import DataFrame + from cumulus_library import databases +from cumulus_library.template_sql import utils PATH = Path(__file__).parent @@ -17,75 +19,6 @@ class TableView(Enum): VIEW = "VIEW" -class CodeableConceptConfig: - """Convenience class for holding parameters for generating codableconcept tables. - - :param source_table: the table to extract extensions from - :param source_id: the id field to use in the new table - :param column_name: the column containing the codeableConcept you want to extract. - :param is_array: whether the codeableConcept is 0...1 or 0..* in the FHIR spec - :param target_table: the name of the table to create - :param filter_priority: If true, will use code systems to select a single code, - in preference order, for use as a display value. - :param code_systems: a list of systems, in preference order, for selecting data - for filtering. This should not be set if filter_priority is false. - """ - - def __init__( - self, - source_table: str, - column_name: str, - is_array: bool, - target_table: str, - source_id: str = "id", - filter_priority: Optional[bool] = False, - code_systems: Optional[list] = None, - ): - if not filter_priority and code_systems != None: - raise Exception( - "CodeableConceptConfig cannot have non-default value assigned to " - "code_systems unless filter_priority is true." - ) - self.source_table = source_table - self.source_id = source_id - self.column_name = column_name - self.is_array = is_array - self.target_table = target_table - self.filter_priority = filter_priority - self.code_systems = code_systems - - -class ExtensionConfig(object): - """convenience class for holding parameters for generating extension tables. - - :param source_table: the table to extract extensions from - :param source_id: the id column to treat as a foreign key - :param target_table: the name of the table to create - :param target_col_prefix: the string to prepend code/display column names with - :param fhir_extension: the URL of the FHIR resource to select - :param code_systems: a list of codes, in preference order, to use to select data - :param is_array: a boolean indicating if the targeted field is an array type - """ - - def __init__( - self, - source_table: str, - source_id: str, - target_table: str, - target_col_prefix: str, - fhir_extension: str, - ext_systems: List[str], - is_array: bool = False, - ): - self.source_table = source_table - self.source_id = source_id - self.target_table = target_table - self.target_col_prefix = target_col_prefix - self.fhir_extension = fhir_extension - self.ext_systems = ext_systems - self.is_array = is_array - - # TODO: Consolidate to a generic template reader @@ -105,7 +38,7 @@ def get_code_system_pairs(output_table_name: str, code_system_tables: list) -> s ) -def get_codeable_concept_denormalize_query(config: CodeableConceptConfig) -> str: +def get_codeable_concept_denormalize_query(config: utils.CodeableConceptConfig) -> str: """extracts codeable concepts from a specified table. This function is targeted at arbitrary codeableConcept elements - see @@ -250,7 +183,7 @@ def get_drop_view_table(name: str, view_or_table: str) -> str: ) -def get_extension_denormalize_query(config: ExtensionConfig) -> str: +def get_extension_denormalize_query(config: utils.ExtensionConfig) -> str: """extracts target extension from a table into a denormalized table This function is targeted at a complex extension element that is at the root diff --git a/cumulus_library/template_sql/utils.py b/cumulus_library/template_sql/utils.py index 83626980..fbe87c64 100644 --- a/cumulus_library/template_sql/utils.py +++ b/cumulus_library/template_sql/utils.py @@ -42,10 +42,32 @@ class CodeableConceptConfig: code_systems: list = None +@dataclass +class ExtensionConfig(object): + """convenience class for holding parameters for generating extension tables. + + :param source_table: the table to extract extensions from + :param source_id: the id column to treat as a foreign key + :param target_table: the name of the table to create + :param target_col_prefix: the string to prepend code/display column names with + :param fhir_extension: the URL of the FHIR resource to select + :param code_systems: a list of codes, in preference order, to use to select data + :param is_array: a boolean indicating if the targeted field is an array type + """ + + source_table: str + source_id: str + target_table: str + target_col_prefix: str + fhir_extension: str + ext_systems: List[str] + is_array: bool = False + + def _check_data_in_fields( schema, cursor, - code_sources: List[templates.CodeableConceptConfig], + code_sources: List[CodeableConceptConfig], ) -> dict: """checks if CodeableConcept fields actually have data available @@ -89,7 +111,7 @@ def _check_data_in_fields( def denormalize_codes( schema: str, cursor: databases.DatabaseCursor, - code_sources: List[templates.CodeableConceptConfig], + code_sources: List[CodeableConceptConfig], ): queries = [] code_sources = _check_data_in_fields(schema, cursor, code_sources) From ef0d2a5777714d7adf470f6e4fccc11eb8a4f588 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Wed, 24 Jan 2024 12:40:34 -0500 Subject: [PATCH 3/8] tighening up medication, docref, encounter --- .../studies/core/builder_documentreference.py | 16 +- .../studies/core/builder_encounter.py | 67 +----- .../studies/core/builder_medication.py | 38 ++-- .../documentreference.sql.jinja | 30 ++- .../core/core_templates/encounter.sql.jinja | 1 - .../core/core_templates/medication.sql.jinja | 34 +-- cumulus_library/studies/core/study_period.sql | 6 +- .../template_sql/statistics/count.sql.jinja | 2 +- cumulus_library/template_sql/templates.py | 12 -- tests/conftest.py | 2 +- tests/test_core.py | 15 ++ .../core/core__documentreference.txt | 204 +++++++++--------- 12 files changed, 196 insertions(+), 231 deletions(-) diff --git a/cumulus_library/studies/core/builder_documentreference.py b/cumulus_library/studies/core/builder_documentreference.py index b552641e..cca314d0 100644 --- a/cumulus_library/studies/core/builder_documentreference.py +++ b/cumulus_library/studies/core/builder_documentreference.py @@ -1,7 +1,7 @@ from cumulus_library import base_table_builder from cumulus_library import databases from cumulus_library.studies.core.core_templates import core_templates -from cumulus_library.template_sql import templates +from cumulus_library.template_sql import templates, utils expected_table_cols = { @@ -28,9 +28,23 @@ def prepare_queries( parser: databases.DatabaseParser = None, **kwargs, ): + self.queries += utils.denormalize_codes( + schema, + cursor, + [ + utils.CodeableConceptConfig( + source_table="documentreference", + source_id="id", + column_name="type", + is_array=False, + target_table=f"core__documentreference_dn_type", + ) + ], + ) validated_schema = core_templates.validate_schema( cursor, schema, expected_table_cols, parser ) self.queries.append( core_templates.get_core_template("documentreference", validated_schema) ) + self.write_queries() diff --git a/cumulus_library/studies/core/builder_encounter.py b/cumulus_library/studies/core/builder_encounter.py index 4d680d13..2b3be792 100644 --- a/cumulus_library/studies/core/builder_encounter.py +++ b/cumulus_library/studies/core/builder_encounter.py @@ -2,10 +2,6 @@ from cumulus_library import databases from cumulus_library.studies.core.core_templates import core_templates from cumulus_library.template_sql import templates - - -from cumulus_library.helper import get_progress_bar, query_console_output -from cumulus_library.template_sql import templates from cumulus_library.template_sql import utils @@ -36,49 +32,6 @@ class CoreEncounterBuilder(base_table_builder.BaseTableBuilder): display_text = "Creating Encounter tables..." - def _check_data_in_fields(self, code_sources: list[dict], schema, cursor) -> dict: - """checks if CodeableConcept fields actually have data available - - CodeableConcept fields are mostly optional in the FHIR spec, and may be arrays - or single objects. Additionally, the null representation can be inconsistent, - depending on how the data is provided from an EHR and how the ETL manages - schema inference (wide, but not deep). We :could: try to find the data and - just catch an error, but that would mask configuration errors/unexpected - data patterns. So, instead, we are doing the following fussy operation: - - For each column we want to check for data: - - Check to see if there is any data in a codeableConcept field - - Check to see if the codeableConcept field contains a coding element - - Check if that coding element contains non-null data - - The way we do this is slightly different depending on if the field is an - array or not (generally requiring one extra level of unnesting). - - """ - # TODO: consider moving to a utility library if we have another case like - # this one - it would probably involve splitting this into two paths, one - # for array encodings and one for non-array encodings. - # See builder_core_medication for a non-array example - - with get_progress_bar(transient=True) as progress: - task = progress.add_task( - "Detecting available encounter codeableConcepts...", - # Each column in code_sources requires at most 3 queries to - # detect valid data is in the DB - total=len(code_sources), - ) - for code_source in code_sources: - if code_source["is_array"]: - code_source["has_data"] = utils.is_codeable_concept_array_populated( - schema, "encounter", code_source["column_name"], cursor - ) - else: - code_source["has_data"] = utils.is_codeable_concept_populated( - schema, "encounter", code_source["column_name"], cursor - ) - progress.advance(task) - return code_sources - def denormalize_codes(self, schema, cursor): code_sources = [ { @@ -125,10 +78,10 @@ def denormalize_codes(self, schema, cursor): "has_data": False, }, ] - code_sources = self._check_data_in_fields(code_sources, schema, cursor) + code_configs = [] for code_source in code_sources: - if code_source["has_data"]: - config = utils.CodeableConceptConfig( + code_configs.append( + utils.CodeableConceptConfig( source_table="encounter", source_id="id", column_name=code_source["column_name"], @@ -137,17 +90,8 @@ def denormalize_codes(self, schema, cursor): code_systems=code_source["code_systems"], target_table=f"core__encounter_dn_{code_source['column_name']}", ) - self.queries.append( - templates.get_codeable_concept_denormalize_query(config) - ) - else: - self.queries.append( - templates.get_ctas_empty_query( - schema_name=schema, - table_name=f"core__encounter_dn_{code_source['column_name']}", - table_cols=["id", "code", "code_system", "display"], - ) - ) + ) + self.queries += utils.denormalize_codes(schema, cursor, code_configs) def prepare_queries( self, @@ -167,3 +111,4 @@ def prepare_queries( self.queries.append( core_templates.get_core_template("encounter", validated_schema) ) + self.write_queries() diff --git a/cumulus_library/studies/core/builder_medication.py b/cumulus_library/studies/core/builder_medication.py index 66123307..b7ad1664 100644 --- a/cumulus_library/studies/core/builder_medication.py +++ b/cumulus_library/studies/core/builder_medication.py @@ -2,12 +2,7 @@ from cumulus_library.base_table_builder import BaseTableBuilder from cumulus_library.helper import get_progress_bar, query_console_output -from cumulus_library.template_sql.templates import ( - get_core_medication_query, - get_is_table_not_empty_query, - get_column_datatype_query, - get_ctas_empty_query, -) +from cumulus_library.template_sql import templates from cumulus_library.template_sql.utils import is_codeable_concept_populated from cumulus_library.studies.core.core_templates import core_templates @@ -16,7 +11,13 @@ class MedicationBuilder(BaseTableBuilder): display_text = "Creating Medication table..." def _check_data_in_fields(self, cursor, schema: str): - """Validates whether either observed medication source is present""" + """Validates whether either observed medication source is present + + We opt to not use the core_templates.utils based version of + checking for data fields, since Medication can come in from + a few different sources - the format is unique to this FHIR + resource. + """ data_types = { "inline": False, @@ -37,7 +38,7 @@ def _check_data_in_fields(self, cursor, schema: str): schema, table, base_col, cursor ) if data_types["inline"]: - query = get_column_datatype_query(schema, table, [base_col]) + query = templates.get_column_datatype_query(schema, table, [base_col]) cursor.execute(query) progress.advance(task) if "userselected" not in str(cursor.fetchone()[0]): @@ -47,21 +48,21 @@ def _check_data_in_fields(self, cursor, schema: str): else: has_userselected = False # Validating presence of FHIR medication requests - query = get_is_table_not_empty_query( + query = templates.get_is_table_not_empty_query( "medicationrequest", "medicationreference" ) cursor.execute(query) progress.advance(task) if cursor.fetchone() is None: return data_types, has_userselected - query = get_column_datatype_query( + query = templates.get_column_datatype_query( schema, "medicationrequest", ["medicationreference"] ) cursor.execute(query) progress.advance(task) if "reference" not in cursor.fetchone()[0]: return data_types, has_userselected - query = get_is_table_not_empty_query( + query = templates.get_is_table_not_empty_query( "medicationrequest", "medicationreference.reference" ) cursor.execute(query) @@ -70,7 +71,7 @@ def _check_data_in_fields(self, cursor, schema: str): return data_types, has_userselected # checking med ref contents for our two linkage cases - query = get_is_table_not_empty_query( + query = templates.get_is_table_not_empty_query( "medicationrequest", "medicationreference.reference", conditions=["medicationreference.reference LIKE '#%'"], @@ -79,7 +80,7 @@ def _check_data_in_fields(self, cursor, schema: str): progress.advance(task) if cursor.fetchone() is not None: data_types["by_contained_ref"] = True - query = get_is_table_not_empty_query( + query = templates.get_is_table_not_empty_query( "medicationrequest", "medicationreference.reference", conditions=["medicationreference.reference LIKE 'Medication/%'"], @@ -107,12 +108,17 @@ def prepare_queries(self, cursor: object, schema: str, *args, **kwargs) -> dict: or medication_datasources["by_external_ref"] ): self.queries.append( - # core_templates.get_core_template() - get_core_medication_query(medication_datasources, has_userselected) + core_templates.get_core_template( + "medication", + config={ + "medication_datasources": medication_datasources, + "has_userselected": has_userselected, + }, + ) ) else: self.queries.append( - get_ctas_empty_query( + templates.get_ctas_empty_query( schema, "core__medication", [ diff --git a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja index a8a87d4f..bc35e063 100644 --- a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja +++ b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja @@ -28,37 +28,35 @@ WITH temp_documentreference AS ( 'documentreference', 'dr', [ - ('author_date', 'day'), - ('author_date', 'week'), - ('author_date', 'month'), - ('author_date', 'year'), + ('context', 'period', 'start', 'author_day', 'day'), + ('context', 'period', 'start', 'author_week', 'week'), + ('context', 'period', 'start', 'author_month', 'month'), + ('context', 'period', 'start', 'author_year', 'year'), ], schema ) }}, + cdrt.code, + cdrt.code_system, + cdrt.display, FROM documentreference AS dr + LEFT JOIN core__documentreference_dn_type AS cdrt ON cdrt.id = dr.id ) SELECT DISTINCT - type_coding.type_row AS doc_type, - coalesce(type_coding.type_row.code, 'None') AS doc_type_code, - CASE - WHEN - type_coding.type_row.display IS NOT NULL - THEN replace(type_coding.type_row.display, ',', '') - ELSE type_row.code - END AS doc_type_display, + tdr.id, + tdr.code AS doc_type_code, + tdr.code_system AS doc_type_code_system, + tdr.display AS doc_type_display, tdr.status, tdr.docstatus, context_encounter.encounter.reference AS encounter_ref, - author_day AS author_date, + author_day as author_date, author_week, author_month, author_year, tdr.subject_ref, - tdr.id as doc_id, concat('DocumentReference/', tdr.id) AS doc_ref FROM temp_documentreference AS tdr, unnest(context.encounter) AS context_encounter (encounter), --noqa - unnest(type.coding) AS type_coding (type_row) -WHERE author_day BETWEEN date('2016-06-01') AND current_date; \ No newline at end of file +WHERE author_date BETWEEN date('2016-06-01') AND current_date; \ No newline at end of file diff --git a/cumulus_library/studies/core/core_templates/encounter.sql.jinja b/cumulus_library/studies/core/core_templates/encounter.sql.jinja index b52ebfb4..901feeb0 100644 --- a/cumulus_library/studies/core/core_templates/encounter.sql.jinja +++ b/cumulus_library/studies/core/core_templates/encounter.sql.jinja @@ -37,7 +37,6 @@ WITH temp_encounter_nullable AS ( schema ) }}, - --{{ schema['encounter'] }} }} {{- utils.truncate_date_cols( 'encounter', 'e', diff --git a/cumulus_library/studies/core/core_templates/medication.sql.jinja b/cumulus_library/studies/core/core_templates/medication.sql.jinja index c9e6947b..7609e022 100644 --- a/cumulus_library/studies/core/core_templates/medication.sql.jinja +++ b/cumulus_library/studies/core/core_templates/medication.sql.jinja @@ -4,7 +4,7 @@ CREATE TABLE core__medication AS ( 95% of the time, this dataset is the 'correct' dataset for Cerner. It may not be present in EPIC datasets. #} - {%- if medication_datasources.inline %} + {%- if config.medication_datasources.inline %} mcc_nonnull AS ( SELECT id, @@ -23,7 +23,7 @@ CREATE TABLE core__medication AS ( t.r.code, t.r.display, t.r.system AS code_system, - {% if has_userselected %} + {% if config.has_userselected %} t.r.userselected {% else %} false AS userselected @@ -34,9 +34,9 @@ CREATE TABLE core__medication AS ( {%- endif -%} {# comma handling for ctas chaining #} - {%- if medication_datasources.inline and - (medication_datasources.by_contained_ref or - medication_datasources.by_external_ref) + {%- if config.medication_datasources.inline and + (config.medication_datasources.by_contained_ref or + config.medication_datasources.by_external_ref) -%} , {%- endif %} @@ -49,7 +49,7 @@ CREATE TABLE core__medication AS ( TODO: If we ever find a case where there is a valid code, we'll need to add a new case detection. #} - {%- if medication_datasources.by_contained_ref %} + {%- if config.medication_datasources.by_contained_ref %} mrc_med_ref AS ( SELECT medicationreference FROM medicationrequest @@ -101,14 +101,14 @@ CREATE TABLE core__medication AS ( ) {%- endif -%} {# comma handling for ctas chaining #} - {%- if medication_datasources.by_contained_ref - and medication_datasources.by_external_ref -%} + {%- if config.medication_datasources.by_contained_ref + and config.medication_datasources.by_external_ref -%} , {%- endif %} {# Gets medication by reference from external medications table. This is generally how we expect EPIC to provide medication data. #} - {%- if medication_datasources.by_external_ref %} + {%- if config.medication_datasources.by_external_ref %} mre_med_ref AS ( SELECT mr.id, @@ -157,7 +157,7 @@ CREATE TABLE core__medication AS ( ) {%- endif %} {# Selective unioning of the above tables #} - {%- if medication_datasources.inline %} + {%- if config.medication_datasources.inline %} SELECT id, encounter_ref, @@ -168,14 +168,14 @@ CREATE TABLE core__medication AS ( userselected FROM inline_medication - {%- if medication_datasources.inline and - (medication_datasources.by_contained_ref or - medication_datasources.by_external_ref) + {%- if config.medication_datasources.inline and + (config.medication_datasources.by_contained_ref or + config.medication_datasources.by_external_ref) %} UNION {% endif %} {%- endif %} - {%- if medication_datasources.by_contained_ref %} + {%- if config.medication_datasources.by_contained_ref %} SELECT id, encounter_ref, @@ -186,13 +186,13 @@ CREATE TABLE core__medication AS ( userselected FROM contained_medication - {%- if medication_datasources.by_contained_ref - and medication_datasources.by_external_ref + {%- if config.medication_datasources.by_contained_ref + and config.medication_datasources.by_external_ref %} UNION {% endif %} {%- endif %} - {%- if medication_datasources.by_external_ref %} + {%- if config.medication_datasources.by_external_ref %} SELECT id, encounter_ref, diff --git a/cumulus_library/studies/core/study_period.sql b/cumulus_library/studies/core/study_period.sql index fed1b047..a581aa97 100644 --- a/cumulus_library/studies/core/study_period.sql +++ b/cumulus_library/studies/core/study_period.sql @@ -17,11 +17,11 @@ WITH documented_encounter AS ( ce.encounter_ref, ce.status, cd.doc_ref, - date_diff('day', ce.start_date, cd.author_date) AS diff_enc_note_days, + date_diff('day', ce.start_date, date(cd.author_date)) AS diff_enc_note_days, coalesce(ce.enc_class_code, 'None') AS enc_class_code, coalesce(ce.enc_class_display, 'None') AS enc_class_display, - coalesce(cd.doc_type.code, 'None') AS doc_type_code, - coalesce(cd.doc_type.display, cd.doc_type.code) AS doc_type_display + coalesce(cd.doc_type_code, 'None') AS doc_type_code, + coalesce(cd.doc_type_display, 'None') AS doc_type_display FROM core__patient AS cp, core__encounter AS ce, diff --git a/cumulus_library/template_sql/statistics/count.sql.jinja b/cumulus_library/template_sql/statistics/count.sql.jinja index 23547200..f0302b3e 100644 --- a/cumulus_library/template_sql/statistics/count.sql.jinja +++ b/cumulus_library/template_sql/statistics/count.sql.jinja @@ -14,7 +14,7 @@ encounter_ref {%- macro tertiary_resource(fhir_resource) -%} {%- if fhir_resource == 'documentreference' -%} -doc_id +doc_ref {%- elif fhir_resource == 'observation'-%} observation_ref {%- else -%} diff --git a/cumulus_library/template_sql/templates.py b/cumulus_library/template_sql/templates.py index 8e10afce..6774b08d 100644 --- a/cumulus_library/template_sql/templates.py +++ b/cumulus_library/template_sql/templates.py @@ -77,18 +77,6 @@ def get_column_datatype_query(schema_name: str, table_name: str, column_names: L ) -def get_core_medication_query( - medication_datasources: dict, has_userselected: Optional[bool] = False -): - with open( - f"/Users/mgarber/code/cumulus-library/cumulus_library/studies/core/core_templates/medication.sql.jinja" - ) as core_medication: - return Template(core_medication.read()).render( - medication_datasources=medication_datasources, - has_userselected=has_userselected, - ) - - def get_create_view_query( view_name: str, dataset: List[List[str]], view_cols: List[str] ) -> str: diff --git a/tests/conftest.py b/tests/conftest.py index e756d785..72431d3c 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -39,7 +39,7 @@ class ResourceTableIdPos(IntEnum): """Primary ID column per FHIR resource table used in counts""" CONDITION = 7 - DOCUMENTREFERENCE = 11 + DOCUMENTREFERENCE = 1 ENCOUNTER = 20 MEDICATION = 1 MEDICATIONREQUEST = 1 diff --git a/tests/test_core.py b/tests/test_core.py index 5a92d6aa..46b36105 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -11,6 +11,19 @@ from tests.conftest import modify_resource_column from tests.conftest import ResourceTableIdPos as idpos # pylint: disable=unused-import +# ("core__condition"), +# ("core__documentreference"), +# ("core__encounter"), +# ("core__medication"), +# ("core__medicationrequest"), +# ("core__observation"), +# ("core__count_condition_month"), +# ("core__count_documentreference_month"), +# ("core__count_encounter_month"), +# ("core__count_observation_lab_month"), +# ("core__count_medicationrequest_month"), +# ("core__count_patient"), + @pytest.mark.parametrize( "table", @@ -64,6 +77,8 @@ def test_core_tables(mock_db_core, table): ref_table = [] for row in f.readlines(): ref_table.append(eval(row)) # pylint: disable=eval-used + print(ref_table[0]) + print(table_rows[0]) for row in ref_table: assert row in table_rows diff --git a/tests/test_data/core/core__documentreference.txt b/tests/test_data/core/core__documentreference.txt index 27307ef1..a1b5c0c2 100644 --- a/tests/test_data/core/core__documentreference.txt +++ b/tests/test_data/core/core__documentreference.txt @@ -1,102 +1,102 @@ -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/1d679c3a-2765-5e13-e2a3-4bd76a898fc6', datetime.date(2018, 6, 15), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', '351ea353-4dc6-b0a8-2a70-0e5478e8171e', 'DocumentReference/351ea353-4dc6-b0a8-2a70-0e5478e8171e') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/1d679c3a-2765-5e13-e2a3-4bd76a898fc6', datetime.date(2018, 6, 15), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', '351ea353-4dc6-b0a8-2a70-0e5478e8171e', 'DocumentReference/351ea353-4dc6-b0a8-2a70-0e5478e8171e') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/6a952afd-3be5-e27e-9e05-5a1e085e34d0', datetime.date(2018, 7, 21), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', '36d0d49a-6346-2856-d614-3f0a1ae85685', 'DocumentReference/36d0d49a-6346-2856-d614-3f0a1ae85685') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/6a952afd-3be5-e27e-9e05-5a1e085e34d0', datetime.date(2018, 7, 21), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', '36d0d49a-6346-2856-d614-3f0a1ae85685', 'DocumentReference/36d0d49a-6346-2856-d614-3f0a1ae85685') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/e922a884-7039-a171-a65e-78051fe7afe6', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8022fbbe-aaa4-056c-d0f5-ec074bf0656c', '37c2d2ba-1976-1167-9bf6-7eb17f3fa35f', 'DocumentReference/37c2d2ba-1976-1167-9bf6-7eb17f3fa35f') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/e922a884-7039-a171-a65e-78051fe7afe6', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8022fbbe-aaa4-056c-d0f5-ec074bf0656c', '37c2d2ba-1976-1167-9bf6-7eb17f3fa35f', 'DocumentReference/37c2d2ba-1976-1167-9bf6-7eb17f3fa35f') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/e5dabcb6-1d7a-7467-dbba-b864d0d5f5b0', datetime.date(2018, 7, 28), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0b052286-9534-99a8-8d5e-06c2c04a7df7', '3ebf29a1-a116-9d17-5e9a-bad0d6c2d756', 'DocumentReference/3ebf29a1-a116-9d17-5e9a-bad0d6c2d756') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/e5dabcb6-1d7a-7467-dbba-b864d0d5f5b0', datetime.date(2018, 7, 28), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0b052286-9534-99a8-8d5e-06c2c04a7df7', '3ebf29a1-a116-9d17-5e9a-bad0d6c2d756', 'DocumentReference/3ebf29a1-a116-9d17-5e9a-bad0d6c2d756') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', datetime.date(2018, 6, 21), datetime.date(2018, 6, 18), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', '3f0e9271-a486-797d-978a-fb2d32d37d47', 'DocumentReference/3f0e9271-a486-797d-978a-fb2d32d37d47') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', datetime.date(2018, 6, 21), datetime.date(2018, 6, 18), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', '3f0e9271-a486-797d-978a-fb2d32d37d47', 'DocumentReference/3f0e9271-a486-797d-978a-fb2d32d37d47') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', '3f578a1b-f50a-9333-3030-306982950658', 'DocumentReference/3f578a1b-f50a-9333-3030-306982950658') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', '3f578a1b-f50a-9333-3030-306982950658', 'DocumentReference/3f578a1b-f50a-9333-3030-306982950658') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', None, 'Encounter/2f55edb9-a906-0b40-e183-89b1d65d1aa1', datetime.date(2018, 7, 21), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0734762a-9db6-22fc-b595-c3e472bb2a9a', '406679b2-a02c-0003-3b17-56ba373fccff', 'DocumentReference/406679b2-a02c-0003-3b17-56ba373fccff') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', None, 'Encounter/2f55edb9-a906-0b40-e183-89b1d65d1aa1', datetime.date(2018, 7, 21), datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0734762a-9db6-22fc-b595-c3e472bb2a9a', '406679b2-a02c-0003-3b17-56ba373fccff', 'DocumentReference/406679b2-a02c-0003-3b17-56ba373fccff') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '34111-5', 'Emergency department note', 'current', 'final', 'Encounter/aabb3ac3-c4a3-f613-9507-63280adb9209', datetime.date(2018, 7, 31), datetime.date(2018, 7, 30), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/2a0e1946-acf6-5a7e-9399-a9cbc4730199', '41eb62dd-7032-e98d-84c6-d494ad8c877b', 'DocumentReference/41eb62dd-7032-e98d-84c6-d494ad8c877b') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', 'final', 'Encounter/aabb3ac3-c4a3-f613-9507-63280adb9209', datetime.date(2018, 7, 31), datetime.date(2018, 7, 30), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/2a0e1946-acf6-5a7e-9399-a9cbc4730199', '41eb62dd-7032-e98d-84c6-d494ad8c877b', 'DocumentReference/41eb62dd-7032-e98d-84c6-d494ad8c877b') -({'id': None, 'code': '51847-2', 'display': 'Evaluation + Plan note', 'system': 'http://loinc.org', 'userSelected': None, 'version': None}, '51847-2', 'Evaluation + Plan note', 'current', 'amended', 'Encounter/029d1814-d7bf-0624-524d-7ccda5f320f6', datetime.date(2018, 6, 3), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/e80dda2c-a260-dbf7-3167-bf0945f3a91d', '4390dbd1-3bdf-e516-9fe0-a8180181507f', 'DocumentReference/4390dbd1-3bdf-e516-9fe0-a8180181507f') -({'id': None, 'code': '34111-5', 'display': 'Emergency department note', 'system': 'http://loinc.org', 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'DocumentReference/a69150c5-2fbe-2284-1eb5-e11146858a22') +('48933dd8-3fcf-416e-89ca-27851e45391f', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/d735c414-9dd3-c9b1-285c-8da79a7fbbdf', datetime.date(2018, 7, 29), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/7cef0e6f-9aea-4079-dfc6-18a96454708e', 'DocumentReference/48933dd8-3fcf-416e-89ca-27851e45391f') +('b39532e8-ee15-a7c4-cac5-353a8be67d15', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/2b1ee164-6c87-420d-a9e2-6c235ebeef71', datetime.date(2018, 6, 8), datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/6a883108-7b87-120b-d163-d369336e04e5', 'DocumentReference/b39532e8-ee15-a7c4-cac5-353a8be67d15') +('3f0e9271-a486-797d-978a-fb2d32d37d47', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', datetime.date(2018, 6, 21), datetime.date(2018, 6, 18), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'DocumentReference/3f0e9271-a486-797d-978a-fb2d32d37d47') +('b58f7768-64be-6c0f-1b82-3deffdef1076', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/91f94a9d-69a7-e30a-cd1a-68c52dc01e70', datetime.date(2018, 6, 29), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a28be3e1-a6bd-7df4-fc81-1140848f8453', 'DocumentReference/b58f7768-64be-6c0f-1b82-3deffdef1076') +('c84e67e9-4ea8-700b-9f2b-c0179e803d4f', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/11381dc6-0e06-da55-0735-d1e7bbf8bb35', datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'DocumentReference/c84e67e9-4ea8-700b-9f2b-c0179e803d4f') +('45160ef5-42e8-7239-6633-904308273198', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/bca7cabc-b2fc-8a08-c69b-5bc0afa20d80', datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/3627adb8-f741-acf3-2dd6-10f3bcbe1077', 'DocumentReference/45160ef5-42e8-7239-6633-904308273198') +('a59ca653-b95d-09d2-9fa5-a1b492d85a5f', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/b864bcd8-14e0-8bec-b7cc-f8629d91470e', datetime.date(2018, 6, 28), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'DocumentReference/a59ca653-b95d-09d2-9fa5-a1b492d85a5f') +('3f578a1b-f50a-9333-3030-306982950658', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'DocumentReference/3f578a1b-f50a-9333-3030-306982950658') +('c6c64129-9dfa-840d-3309-a5590cc74f2e', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', datetime.date(2018, 6, 15), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/ad239efc-637c-e428-c829-b87e700d5446', 'DocumentReference/c6c64129-9dfa-840d-3309-a5590cc74f2e') +('b2896621-57ef-1ad3-91c5-389dce96973b', '51847-2', 'http://loinc.org', 'Evaluation + Plan note', 'current', None, 'Encounter/dc5ed645-3979-e765-3e03-6ba2173027c3', datetime.date(2018, 7, 7), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'DocumentReference/b2896621-57ef-1ad3-91c5-389dce96973b') From 5a637ec184375a6eda9b2689a7140ddf5033e48c Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Fri, 26 Jan 2024 10:58:10 -0500 Subject: [PATCH 4/8] unit tests, athena testing, PR feedback --- cumulus_library/.sqlfluff | 2 +- cumulus_library/base_table_builder.py | 10 +- .../studies/core/builder_documentreference.py | 1 - .../studies/core/builder_encounter.py | 1 - .../studies/core/builder_observation.py | 1 + .../core/core_templates/core_templates.py | 2 +- .../core/core_templates/core_utils.jinja | 65 ++++++------ .../documentreference.sql.jinja | 17 +-- .../core/core_templates/encounter.sql.jinja | 8 +- .../core/core_templates/observation.sql.jinja | 11 +- .../core/core_templates/patient.sql.jinja | 32 ++++-- cumulus_library/studies/core/count_core.py | 2 +- .../template_sql/statistics/count.sql.jinja | 2 +- tests/test_cli.py | 2 +- tests/test_core.py | 69 +++++++++--- tests/test_counts_builder.py | 38 ++++++- tests/test_counts_templates.py | 48 +++++---- tests/test_data/core/core__encounter.txt | 100 +++++++++--------- .../core/core__count_condition_month.csv | 2 +- .../core__count_documentreference_month.csv | 36 +++---- .../core/core__count_encounter_month.csv | 2 +- .../core/core__count_encounter_type.csv | 2 +- .../core/core__count_encounter_type_month.csv | 2 +- .../core__count_medicationrequest_month.csv | 4 +- .../core__count_observation_lab_month.csv | 16 +-- .../core/core__count_patient.csv | 26 ++--- .../expected_export/core/core__meta_date.csv | 2 +- .../core/core__meta_version.csv | 2 +- tests/test_templates.py | 61 +---------- 29 files changed, 308 insertions(+), 258 deletions(-) diff --git a/cumulus_library/.sqlfluff b/cumulus_library/.sqlfluff index d92ed6e7..48d8a73a 100644 --- a/cumulus_library/.sqlfluff +++ b/cumulus_library/.sqlfluff @@ -48,7 +48,7 @@ prefix = Test primary_ref = encounter_ref pos_source_table = pos_source_table schema_name = test_schema -schema = {'condition': {'category': {'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'clinicalstatus': {'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'id': True, 'recordeddate': True, 'verificationstatus': {'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'subject': {'reference': True, 'display': False, 'type': True}, 'encounter': {'reference': True, 'display': False, 'type': True}}} +schema = {'condition': {'category': {'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'clinicalstatus': {'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'id': True, 'recordeddate': True, 'verificationstatus': {'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'subject': {'reference': True, 'display': False, 'type': True}, 'encounter': {'reference': True, 'display': False, 'type': True}}, 'documentreference': {'id': True, 'type': True, 'status': True, 'docstatus': True, 'context': {'period': True, 'start': True}, 'subject': {'reference': True}}, 'encounter': {'status': True, 'period': {'start': True, 'end': False}, 'class': {'code': True, 'system': True, 'display': False, 'userSelected': True, 'version': True}, 'subject': {'reference': True, 'display': False, 'type': True}, 'id': True}, 'medicationrequest': {'id': True, 'status': True, 'intent': True, 'authoredon': True, 'category': {'code': True, 'system': True, 'display': False}, 'subject': {'reference': True}}, 'observation': {'id': True, 'category': {'coding': True, 'code': True, 'display': True, 'system': True, 'text': True}, 'status': True, 'code': {'coding': True, 'code': True, 'display': True, 'system': True, 'text': True}, 'interpretation': {'coding': True, 'code': True, 'display': True, 'system': True, 'text': True}, 'referencerange': {'low': False, 'high': False, 'normalvalue': False, 'type': False, 'appliesto': False, 'age': False, 'text': True}, 'effectivedatetime': True, 'valuequantity': {'value': True, 'comparator': False, 'unit': False, 'system': False, 'code': False}, 'valuecodeableconcept': {'coding': True, 'code': True, 'display': True, 'system': True}, 'subject': {'reference': True}, 'encounter': {'reference': True}}, 'patient': {'id': True, 'gender': True, 'address': True, 'birthdate': True}} source_table = source_table source_id = source_id table_cols = ["a","b"] diff --git a/cumulus_library/base_table_builder.py b/cumulus_library/base_table_builder.py index b5e56466..8734f31a 100644 --- a/cumulus_library/base_table_builder.py +++ b/cumulus_library/base_table_builder.py @@ -57,8 +57,16 @@ def execute_queries( # Get the first non-whitespace word after create table table_name = re.search( '(?i)(?<=create table )(([a-zA-Z0-9_".-]+))', query - ) # [0] + ) + if table_name: + if table_name[0] == "IF": + # Edge case - if we're doing an empty conditional CTAS creation, + # we need to run a slightly different regex + table_name = re.search( + '(?i)(?<=not exists )(([a-zA-Z0-9_".-]+))', query + ) + table_name = table_name[0] # if it contains a schema, remove it (usually it won't, but some CTAS # forms may) diff --git a/cumulus_library/studies/core/builder_documentreference.py b/cumulus_library/studies/core/builder_documentreference.py index cca314d0..e31d933e 100644 --- a/cumulus_library/studies/core/builder_documentreference.py +++ b/cumulus_library/studies/core/builder_documentreference.py @@ -47,4 +47,3 @@ def prepare_queries( self.queries.append( core_templates.get_core_template("documentreference", validated_schema) ) - self.write_queries() diff --git a/cumulus_library/studies/core/builder_encounter.py b/cumulus_library/studies/core/builder_encounter.py index 2b3be792..ec6c3a7a 100644 --- a/cumulus_library/studies/core/builder_encounter.py +++ b/cumulus_library/studies/core/builder_encounter.py @@ -111,4 +111,3 @@ def prepare_queries( self.queries.append( core_templates.get_core_template("encounter", validated_schema) ) - self.write_queries() diff --git a/cumulus_library/studies/core/builder_observation.py b/cumulus_library/studies/core/builder_observation.py index f3876022..e61c6e28 100644 --- a/cumulus_library/studies/core/builder_observation.py +++ b/cumulus_library/studies/core/builder_observation.py @@ -66,3 +66,4 @@ def prepare_queries( self.queries.append( core_templates.get_core_template("observation", validated_schema) ) + self.write_queries() diff --git a/cumulus_library/studies/core/core_templates/core_templates.py b/cumulus_library/studies/core/core_templates/core_templates.py index 52fe81cd..584faee9 100644 --- a/cumulus_library/studies/core/core_templates/core_templates.py +++ b/cumulus_library/studies/core/core_templates/core_templates.py @@ -9,7 +9,7 @@ def get_core_template( - target_table: str, schema: dict[dict[bool]] = {}, config: dict = {} + target_table: str, schema: dict[dict[bool]] = None, config: dict = None ) -> str: """Extracts code system details as a standalone table""" with open(f"{PATH}/{target_table}.sql.jinja") as file: diff --git a/cumulus_library/studies/core/core_templates/core_utils.jinja b/cumulus_library/studies/core/core_templates/core_utils.jinja index 6b068cce..71df8fe0 100644 --- a/cumulus_library/studies/core/core_templates/core_utils.jinja +++ b/cumulus_library/studies/core/core_templates/core_utils.jinja @@ -5,16 +5,10 @@ indentation. -#} -{%- macro comma_delineate(loop) -%} -{%- if not loop.last -%} -, -{%- endif -%} -{%- endmacro -%} - {#- gets a list of columns from a known present source -#} {% macro basic_cols(table, alias, targets) %} {%- for col in targets %} - {{ alias }}.{{ col.lower() }} + {{ alias }}.{{ col }} {{- comma_delineate(loop) }} {%- endfor %} {%- endmacro %} @@ -32,22 +26,22 @@ targets is an array expecting a data type of the following: {#- depth one nested column-#} {%- if col is not string and col|length ==3%} {%- if schema[table][col[0]][col[1]] %} - {{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }} AS {{col[2]}} + {{ alias }}.{{ col[0] }}.{{ col[1] }} AS {{col[2].lower()}} {%- else %} NULL AS {{col[2]}} {%- endif %} {#- depth two nested column -#} {%- elif col is not string and col|length ==4%} {%- if schema[table][col[0]][col[2]] %} - {{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }}.{{ col[2].lower() }} AS {{col[3]}} + {{ alias }}.{{ col[0] }}.{{ col[1] }}.{{ col[2] }} AS {{col[3].lower()}} {%- else %} - NULL AS {{col[3]}} + NULL AS {{col[3].lower()}} {%- endif %} {#- SQL primitive column column-#} {%- elif schema[table][col] %} - {{ alias }}.{{ col.lower() }} + {{ alias }}.{{ col }} {%- else %} - NULL AS {{ col.lower() }} + NULL AS {{ col }} {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} @@ -57,29 +51,29 @@ targets is an array expecting a data type of the following: targets is an array expecting a data type of the following: string: refers to a vanilla SQL primitive column tuple(col, object, col_alias): refers to a one level nested SQL object - tuple(col, object, , child, col_alias): refers to a two level nested SQL obj + tuple(col, object, child, col_alias): refers to a two level nested SQL obj -#} {% macro date_cols_from_str(table, alias, targets, schema) %} {%- for col in targets %} {#- depth one nested column-#} {%- if col is not string and col|length ==3%} {%- if schema[table][col[0]][col[1]] %} - date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1].lower() }})) AS {{ col[2].lower() }} + date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }})) AS {{ col[2] }} {%- else %} - NULL AS {{col[1]}} + cast(NULL AS date) AS {{col[1]}} {% endif %} {#- depth two nested column -#} {%- elif col is not string and col|length ==4%} {%- if schema[table][col[0]][col[2]] %} - date(from_iso8601_timestamp({{ alias }}.{{ col[0].lower() }}.{{ col[1].lower() }}.{{ col[2].lower() }})) AS {{col[3]}} + date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}.{{ col[2] }})) AS {{col[3]}} {%- else %} - NULL AS {{col[3]}} + cast(NULL AS date) AS {{col[3]}} {%- endif %} {#- SQL primitive column column-#} {%- elif schema[table][col] %} - date(from_iso8601_timestamp({{ alias }}.{{ col.lower() }})) AS {{ col.lower() }} + date(from_iso8601_timestamp({{ alias }}.{{ col }})) AS {{ col }} {%- else %} - cast(NULL AS date) AS {{ col.lower() }} + cast(NULL AS date) AS {{ col }} {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} @@ -89,13 +83,13 @@ targets is an array expecting a data type of the following: {% macro partial_date_cols(table, alias, targets, schema) %} {%- for col in targets %} {%- if schema[table][col] %} - CASE length({{ alias }}.{{ col.lower() }}) - WHEN 4 THEN CAST(concat({{ alias }}.{{ col.lower() }},'-01-01') AS date) - WHEN 7 THEN CAST(concat({{ alias }}.{{ col.lower() }},'-01') AS date) - ELSE cast({{ alias }}.{{ col.lower() }} AS date) - END AS {{ col.lower() }} + CASE length({{ alias }}.{{ col }}) + WHEN 4 THEN CAST(concat({{ alias }}.{{ col }},'-01-01') AS date) + WHEN 7 THEN CAST(concat({{ alias }}.{{ col }},'-01') AS date) + ELSE cast({{ alias }}.{{ col }} AS date) + END AS {{ col }} {%- else %} - cast(NULL AS date) AS {{ col.lower() }} + cast(NULL AS date) AS {{ col }} {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} @@ -113,26 +107,35 @@ targets is assumed to be a list of tuples of one of the following format: {%- if col is not string and col|length ==4%} {%- if schema[table][col[0]][col[1]] %} date_trunc('{{ col[3] }}', date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}))) - AS {{ col[2].lower() }} + AS {{ col[2] }} {%- else %} - NULL AS {{col[2].lower()}} + cast(NULL AS date) AS {{col[2]}} {% endif %} {#- depth two nested column -#} {%- elif col is not string and col|length ==5%} {%- if schema[table][col[0]][col[2]] %} date_trunc('{{ col[4] }}', date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}.{{col[2]}}))) - AS {{ col[3].lower() }} + AS {{ col[3] }} {%- else %} - NULL AS {{col[3].lower()}} + cast(NULL AS date) AS {{col[3]}} {%- endif %} {#- SQL primitive column column-#} {%- elif schema[table][col[0]] %} date_trunc('{{ col[1] }}', date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}))) - AS {{ col[0].lower() }}_{{ col[1].lower() }} + AS {{ col[0] }}_{{ col[1] }} {%- else %} - cast(NULL AS date) AS {{ col[0].lower() }}_{{ col[1].lower() }} + cast(NULL AS date) AS {{ col[0] }}_{{ col[1] }} {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} {%- endmacro %} +{#- convenience function for looping over items + +TODO: this should move to some kind of global jinja utils location -#} +{%- macro comma_delineate(loop) -%} +{%- if not loop.last -%} +, +{%- endif -%} +{%- endmacro -%} + diff --git a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja index bc35e063..79163913 100644 --- a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja +++ b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja @@ -1,4 +1,5 @@ {% import 'core_utils.jinja' as utils %} +-- noqa: PRS CREATE TABLE core__documentreference AS WITH temp_documentreference AS ( SELECT DISTINCT @@ -38,9 +39,9 @@ WITH temp_documentreference AS ( }}, cdrt.code, cdrt.code_system, - cdrt.display, + cdrt.display FROM documentreference AS dr - LEFT JOIN core__documentreference_dn_type AS cdrt ON cdrt.id = dr.id + LEFT JOIN core__documentreference_dn_type AS cdrt ON dr.id = cdrt.id ) SELECT DISTINCT @@ -51,12 +52,12 @@ SELECT DISTINCT tdr.status, tdr.docstatus, context_encounter.encounter.reference AS encounter_ref, - author_day as author_date, - author_week, - author_month, - author_year, + tdr.author_day AS author_date, + tdr.author_week, + tdr.author_month, + tdr.author_year, tdr.subject_ref, concat('DocumentReference/', tdr.id) AS doc_ref FROM temp_documentreference AS tdr, - unnest(context.encounter) AS context_encounter (encounter), --noqa -WHERE author_date BETWEEN date('2016-06-01') AND current_date; \ No newline at end of file + unnest(context.encounter) AS context_encounter (encounter) --noqa +WHERE date(tdr.author_day) BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/studies/core/core_templates/encounter.sql.jinja b/cumulus_library/studies/core/core_templates/encounter.sql.jinja index 901feeb0..37600b6f 100644 --- a/cumulus_library/studies/core/core_templates/encounter.sql.jinja +++ b/cumulus_library/studies/core/core_templates/encounter.sql.jinja @@ -49,7 +49,7 @@ WITH temp_encounter_nullable AS ( ], schema ) - }}, + }} FROM encounter AS e ), @@ -96,7 +96,7 @@ SELECT DISTINCT e.reasoncode_code_system, date_diff('year', date(p.birthdate), e.period_start_day) AS age_at_visit, e.period_start_day AS start_date, - e.period_end_day AS end_date, + COALESCE(e.period_end_day, e.period_start_day) AS end_date, e.period_start_week AS start_week, e.period_start_month AS start_month, e.period_start_year AS start_year, @@ -112,5 +112,5 @@ LEFT JOIN core__fhir_mapping_expected_act_encounter_code_v3 AS eac ON e.class.code = eac.found LEFT JOIN core__fhir_act_encounter_code_v3 AS ac ON eac.expected = ac.code INNER JOIN core__patient AS p ON e.subject_ref = p.subject_ref ---WHERE --- e.period_start BETWEEN date('2016-06-01') AND current_date; +WHERE + e.period_start BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/studies/core/core_templates/observation.sql.jinja b/cumulus_library/studies/core/core_templates/observation.sql.jinja index 8f4bf510..b872f675 100644 --- a/cumulus_library/studies/core/core_templates/observation.sql.jinja +++ b/cumulus_library/studies/core/core_templates/observation.sql.jinja @@ -6,14 +6,17 @@ WITH temp_observation AS ( {{- utils.basic_cols( 'observation', 'o', - ['id','status', 'effectivedatetime'] + [ + 'id', + 'status' + ] ) }}, - --{{ schema }} {{- utils.truncate_date_cols( 'observation', 'o', [ + ('effectivedatetime', 'day'), ('effectivedatetime', 'week'), ('effectivedatetime', 'month'), @@ -37,7 +40,7 @@ WITH temp_observation AS ( o.referencerange, o.valuequantity, o.subject.reference AS subject_ref, - o.encounter.reference AS encounter_ref, + o.encounter.reference AS encounter_ref FROM observation AS o LEFT JOIN core__observation_dn_category AS odcat ON o.id = odcat.id LEFT JOIN core__observation_dn_code AS odc ON o.id = odc.id @@ -69,4 +72,4 @@ SELECT encounter_ref, concat('Observation/', id) AS observation_ref FROM temp_observation -WHERE effectivedatetime BETWEEN date(from_iso8601_timestamp('2016-06-01')) AND current_date; +WHERE effectivedatetime_day BETWEEN date(from_iso8601_timestamp('2016-06-01')) AND current_date; diff --git a/cumulus_library/studies/core/core_templates/patient.sql.jinja b/cumulus_library/studies/core/core_templates/patient.sql.jinja index 34aececd..0be46675 100644 --- a/cumulus_library/studies/core/core_templates/patient.sql.jinja +++ b/cumulus_library/studies/core/core_templates/patient.sql.jinja @@ -2,19 +2,31 @@ CREATE TABLE core__patient AS WITH temp_patient AS ( SELECT DISTINCT + {{- utils.basic_cols( + 'patient', + 'p', + [ + 'id' + ] + ) + }}, {{- utils.nullable_cols( - 'patient', - 'p', - [ - 'id', 'gender', 'address' - ], schema) + 'patient', + 'p', + [ + 'gender', 'address' + ], + schema + ) }}, {{- utils.partial_date_cols( - 'patient', - 'p', - [ - 'birthdate' - ], schema) + 'patient', + 'p', + [ + 'birthdate' + ], + schema + ) }}, er.race_display, ee.ethnicity_display diff --git a/cumulus_library/studies/core/count_core.py b/cumulus_library/studies/core/count_core.py index 2f36563a..da4a8544 100644 --- a/cumulus_library/studies/core/count_core.py +++ b/cumulus_library/studies/core/count_core.py @@ -109,7 +109,7 @@ def count_core_patient(self): def prepare_queries(self, cursor=None, schema=None, *args, **kwargs): self.queries = [ - self.count_core_condition(), + self.count_core_condition(duration="month"), self.count_core_documentreference(duration="month"), self.count_core_encounter(duration="month"), self.count_core_encounter_type(), diff --git a/cumulus_library/template_sql/statistics/count.sql.jinja b/cumulus_library/template_sql/statistics/count.sql.jinja index f0302b3e..7dafee1e 100644 --- a/cumulus_library/template_sql/statistics/count.sql.jinja +++ b/cumulus_library/template_sql/statistics/count.sql.jinja @@ -117,7 +117,7 @@ CREATE TABLE {{ table_name }} AS ( {%- endif -%} {% for col in table_cols %} coalesce( - {{ column_or_alias(col) }}, + cast({{ column_or_alias(col) }} AS varchar), '{{ missing_null }}' ) AS {{ column_or_alias(col) }} {{- comma_delineate(loop) }} diff --git a/tests/test_cli.py b/tests/test_cli.py index e6988dc0..bc42a12e 100644 --- a/tests/test_cli.py +++ b/tests/test_cli.py @@ -205,7 +205,7 @@ def test_clean(mock_path, tmp_path, args, expected): # pylint: disable=unused-a @pytest.mark.parametrize( "build_args,export_args,expected_tables", [ - (["build", "-t", "core"], ["export", "-t", "core"], 38), + (["build", "-t", "core"], ["export", "-t", "core"], 44), ( [ # checking that a study is loaded from a child directory of a user-defined path "build", diff --git a/tests/test_core.py b/tests/test_core.py index 46b36105..f1f768a3 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -8,22 +8,10 @@ import toml from cumulus_library.cli import StudyBuilder +from cumulus_library.studies.core.core_templates import core_templates from tests.conftest import modify_resource_column from tests.conftest import ResourceTableIdPos as idpos # pylint: disable=unused-import -# ("core__condition"), -# ("core__documentreference"), -# ("core__encounter"), -# ("core__medication"), -# ("core__medicationrequest"), -# ("core__observation"), -# ("core__count_condition_month"), -# ("core__count_documentreference_month"), -# ("core__count_encounter_month"), -# ("core__count_observation_lab_month"), -# ("core__count_medicationrequest_month"), -# ("core__count_patient"), - @pytest.mark.parametrize( "table", @@ -77,10 +65,10 @@ def test_core_tables(mock_db_core, table): ref_table = [] for row in f.readlines(): ref_table.append(eval(row)) # pylint: disable=eval-used - print(ref_table[0]) - print(table_rows[0]) for row in ref_table: assert row in table_rows + for row in table_rows: + assert row in ref_table assert len(table_rows) == len(ref_table) @@ -143,3 +131,54 @@ def test_core_counts_exported(mock_db_core): ) count_tables = [x[0] for x in count_tables] assert set(manifest["export_config"]["export_list"]) == set(count_tables) + + +# for this one, since the query output is very long and likely to change +# since it's a study table, we're going to do targeted comparisons around the +# polymorphism and not validate the whole thing + + +# omitting the double false case since we don't call thison that condition +@pytest.mark.parametrize( + "medication_datasources,contains,omits", + [ + ( + { + "by_contained_ref": True, + "by_external_ref": False, + }, + ["LIKE '#%'", "contained_medication"], + ["LIKE 'Medication/%'", "UNION", "external_medication"], + ), + ( + { + "by_contained_ref": False, + "by_external_ref": True, + }, + ["LIKE 'Medication/%'", "external_medication"], + ["LIKE '#%'", "UNION", "contained_medication"], + ), + ( + { + "by_contained_ref": True, + "by_external_ref": True, + }, + [ + "LIKE '#%'", + "LIKE 'Medication/%'", + "UNION", + "contained_medication", + "external_medication", + ], + [], + ), + ], +) +def test_core_medication_query(medication_datasources, contains, omits): + query = core_templates.get_core_template( + "medication", config={"medication_datasources": medication_datasources} + ) + for item in contains: + assert item in query + for item in omits: + assert item not in query diff --git a/tests/test_counts_builder.py b/tests/test_counts_builder.py index 3d1c2fd1..7b70ac9c 100644 --- a/tests/test_counts_builder.py +++ b/tests/test_counts_builder.py @@ -93,10 +93,44 @@ def test_get_count_query( [ ("table", "source", ["a", "b"], None, None, "count_condition", "condition"), ("table", "source", ["a", "b"], "a = True", 5, "count_condition", "condition"), - ("table", "source", ["a", "b"], None, None, "count_document", "document"), - ("table", "source", ["a", "b"], "a = True", 5, "count_document", "document"), + ( + "table", + "source", + ["a", "b"], + None, + None, + "count_documentreference", + "documentreference", + ), + ( + "table", + "source", + ["a", "b"], + "a = True", + 5, + "count_documentreference", + "documentreference", + ), ("table", "source", ["a", "b"], None, None, "count_encounter", "encounter"), ("table", "source", ["a", "b"], "a = True", 5, "count_encounter", "encounter"), + ( + "table", + "source", + ["a", "b"], + None, + None, + "count_medicationrequest", + "medicationrequest", + ), + ( + "table", + "source", + ["a", "b"], + "a = True", + 5, + "count_medicationrequest", + "medicationrequest", + ), ("table", "source", ["a", "b"], None, None, "count_patient", "patient"), ("table", "source", ["a", "b"], "a = True", 5, "count_patient", "patient"), ("table", "source", ["a", "b"], None, None, "count_observation", "observation"), diff --git a/tests/test_counts_templates.py b/tests/test_counts_templates.py index 09806e2d..c1d8ddd0 100644 --- a/tests/test_counts_templates.py +++ b/tests/test_counts_templates.py @@ -25,13 +25,13 @@ SELECT subject_ref, coalesce( - cast("age" AS varchar), - 'missing-or-null' - ) AS "age", + cast(age AS varchar), + 'cumulus__missing-or-null' + ) AS age, coalesce( - cast("sex" AS varchar), - 'missing-or-null' - ) AS "sex" + cast(sex AS varchar), + 'cumulus__missing-or-null' + ) AS sex FROM filtered_table ), @@ -51,7 +51,7 @@ SELECT cnt_subject AS cnt, "age", - "sex" + "sex" FROM powerset WHERE cnt_subject >= 10 @@ -65,13 +65,13 @@ SELECT subject_ref, coalesce( - cast("age" AS varchar), - 'missing-or-null' - ) AS "age", + cast(age AS varchar), + 'cumulus__missing-or-null' + ) AS age, coalesce( - cast("sex" AS varchar), - 'missing-or-null' - ) AS "sex" + cast(sex AS varchar), + 'cumulus__missing-or-null' + ) AS sex FROM test_source ), @@ -92,7 +92,7 @@ SELECT cnt_subject AS cnt, "age", - "sex" + "sex" FROM powerset WHERE cnt_subject >= 5 @@ -124,20 +124,20 @@ subject_ref, encounter_ref, coalesce( - cast("age" AS varchar), - 'missing-or-null' - ) AS "age", + cast(age AS varchar), + 'cumulus__missing-or-null' + ) AS age, coalesce( - cast("sex" AS varchar), - 'missing-or-null' - ) AS "sex" + cast(sex AS varchar), + 'cumulus__missing-or-null' + ) AS sex FROM filtered_table ), powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject, - count(DISTINCT encounter_ref) AS cnt_encounter, + count(DISTINCT encounter_ref) AS cnt_encounter_ref, "age", "sex" FROM null_replacement @@ -149,9 +149,9 @@ ) SELECT - cnt_encounter AS cnt, + cnt_encounter_ref AS cnt, "age", - "sex" + "sex" FROM powerset WHERE age > 10 @@ -169,4 +169,6 @@ ) def test_count_query(expected, kwargs): query = get_count_query("test_table", "test_source", ["age", "sex"], **kwargs) + with open("output.sql", "w") as f: + f.write(query) assert query == expected diff --git a/tests/test_data/core/core__encounter.txt b/tests/test_data/core/core__encounter.txt index 9e69e722..73f1e770 100644 --- a/tests/test_data/core/core__encounter.txt +++ b/tests/test_data/core/core__encounter.txt @@ -1,50 +1,50 @@ -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 15, datetime.date(2018, 6, 3), None, datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'Encounter/029d1814-d7bf-0624-524d-7ccda5f320f6', '029d1814-d7bf-0624-524d-7ccda5f320f6', 'female', 'black or african american', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 57, datetime.date(2018, 6, 7), None, datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'Encounter/02eb4e14-1a6f-d968-2c26-c0cf5023afe0', '02eb4e14-1a6f-d968-2c26-c0cf5023afe0', 'female', 'white', 'not hispanic or latino', '660') -({'id': None, 'code': 'EMER', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'EMER', 'emergency', 'finished', None, None, None, None, None, None, None, None, 20, datetime.date(2018, 7, 19), None, datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'Encounter/03e34b19-2889-b828-792d-2a83400c55be', '03e34b19-2889-b828-792d-2a83400c55be', 'female', 'white', 'not hispanic or latino', '662') -({'id': None, 'code': 'EMER', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'EMER', 'emergency', 'finished', None, None, None, None, None, None, None, None, 8, datetime.date(2018, 7, 15), None, datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'Encounter/11381dc6-0e06-da55-0735-d1e7bbf8bb35', '11381dc6-0e06-da55-0735-d1e7bbf8bb35', 'male', 'white', 'hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 25, datetime.date(2018, 6, 14), None, datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/24906e2c-e556-71dc-23d9-3e1d5fb08986', 'Encounter/1154d05c-8727-9373-4224-25b9fdba9ab3', '1154d05c-8727-9373-4224-25b9fdba9ab3', 'female', 'white', 'hispanic or latino', '671') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 50, datetime.date(2018, 6, 15), None, datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', 'Encounter/1d679c3a-2765-5e13-e2a3-4bd76a898fc6', '1d679c3a-2765-5e13-e2a3-4bd76a898fc6', 'male', 'white', 'not hispanic or latino', '662') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 30, datetime.date(2018, 6, 2), None, datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8877ef1f-7cd7-3242-d7f0-73cf3f7165f4', 'Encounter/299b6495-3fe7-8db3-c494-6e1ce8b7986d', '299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'male', 'black or african american', 'hispanic or latino', '660') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 15, datetime.date(2018, 6, 8), None, datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/6a883108-7b87-120b-d163-d369336e04e5', 'Encounter/2b1ee164-6c87-420d-a9e2-6c235ebeef71', '2b1ee164-6c87-420d-a9e2-6c235ebeef71', 'male', 'white', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 16, datetime.date(2018, 7, 21), None, datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0734762a-9db6-22fc-b595-c3e472bb2a9a', 'Encounter/2f55edb9-a906-0b40-e183-89b1d65d1aa1', '2f55edb9-a906-0b40-e183-89b1d65d1aa1', 'female', 'white', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 72, datetime.date(2018, 7, 2), None, datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/17fde357-dcc9-af8b-a8d3-4bd213afeb22', 'Encounter/32d0ae2d-1be8-9e90-a4da-4c222abd88a9', '32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'male', 'white', 'not hispanic or latino', '662') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 66, datetime.date(2018, 6, 15), None, datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/ad239efc-637c-e428-c829-b87e700d5446', 'Encounter/366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', '366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', 'male', 'black or african american', 'not hispanic or latino', '678') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 48, datetime.date(2018, 7, 16), None, datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/50f8b42e-17a6-e932-8546-da94004c597c', 'Encounter/37604257-be1a-120f-81ee-336f81603f92', '37604257-be1a-120f-81ee-336f81603f92', 'male', 'white', 'not hispanic or latino', '666') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 73, datetime.date(2018, 7, 11), None, datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/5ce2e599-fb6e-9b4d-3c2e-87310619b957', 'Encounter/4b03a408-6694-88e3-0e63-3ee464ecd6cd', '4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'male', 'white', 'not hispanic or latino', '660') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 60, datetime.date(2018, 6, 14), None, datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/267fc42d-cd9e-8527-1f9e-887fe7776147', 'Encounter/4c4d0730-201f-5b75-c657-8d0de09cc28f', '4c4d0730-201f-5b75-c657-8d0de09cc28f', 'female', 'white', 'not hispanic or latino', '676') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 46, datetime.date(2018, 6, 21), None, datetime.date(2018, 6, 18), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'Encounter/5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', '5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', 'female', 'white', 'not hispanic or latino', '660') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 81, datetime.date(2018, 7, 13), None, datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'Encounter/5c994000-aa78-2be5-e6cf-99f230d50c2f', '5c994000-aa78-2be5-e6cf-99f230d50c2f', 'male', 'white', 'not hispanic or latino', '672') -({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 19, datetime.date(2018, 7, 19), None, datetime.date(2018, 7, 16), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/d3c0274f-f42b-8d2b-15f2-82331e723383', 'Encounter/6565ef5c-30b9-8697-6ca6-2b77894d5437', '6565ef5c-30b9-8697-6ca6-2b77894d5437', 'female', 'white', 'not hispanic 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datetime.date(2018, 1, 1), 'Patient/16be855b-ece2-8b96-1ef9-a4d93adf3289', 'Encounter/83d0d564-3bbf-48eb-7445-bd2b81130671', '83d0d564-3bbf-48eb-7445-bd2b81130671', 'male', 'white', 'not hispanic or latino', '660') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 55, datetime.date(2018, 7, 15), datetime.date(2018, 7, 15), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'Encounter/8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', '8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', 'female', 'white', 'not hispanic or latino', '662') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, 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'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 50, datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'Encounter/aa890974-162f-5906-dc71-2bb6d2185314', 'aa890974-162f-5906-dc71-2bb6d2185314', 'male', 'white', 'not hispanic or latino', '672') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 0, datetime.date(2018, 7, 31), datetime.date(2018, 7, 31), datetime.date(2018, 7, 30), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/2a0e1946-acf6-5a7e-9399-a9cbc4730199', 'Encounter/aabb3ac3-c4a3-f613-9507-63280adb9209', 'aabb3ac3-c4a3-f613-9507-63280adb9209', 'female', 'white', 'not hispanic or latino', '675') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '271737000', 'http://snomed.info/sct', 41, datetime.date(2018, 6, 25), datetime.date(2018, 6, 25), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/47c37c92-5932-9cfe-66be-208556780fe0', 'Encounter/b5974881-ae62-ddd6-b905-8c86c1ca9e33', 'b5974881-ae62-ddd6-b905-8c86c1ca9e33', 'male', 'white', 'not hispanic or latino', '675') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 15, datetime.date(2018, 6, 28), datetime.date(2018, 6, 28), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'Encounter/b864bcd8-14e0-8bec-b7cc-f8629d91470e', 'b864bcd8-14e0-8bec-b7cc-f8629d91470e', 'female', 'white', 'not hispanic or latino', '662') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 39, datetime.date(2018, 6, 15), datetime.date(2018, 6, 15), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/7bf52d54-0d2a-265a-15aa-eeed7aaf4af6', 'Encounter/ba84689e-2f9f-7cea-af1f-d69ffdd3a3eb', 'ba84689e-2f9f-7cea-af1f-d69ffdd3a3eb', 'female', 'white', 'not hispanic or latino', '670') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '271737000', 'http://snomed.info/sct', 28, datetime.date(2018, 7, 13), datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/3627adb8-f741-acf3-2dd6-10f3bcbe1077', 'Encounter/bca7cabc-b2fc-8a08-c69b-5bc0afa20d80', 'bca7cabc-b2fc-8a08-c69b-5bc0afa20d80', 'female', 'white', 'not hispanic or latino', '674') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 14, datetime.date(2018, 6, 7), datetime.date(2018, 6, 7), datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/149de67a-2809-59a8-bfa2-36df509021dc', 'Encounter/beb26500-4ccd-ce0a-44f6-74f44be5fafe', 'beb26500-4ccd-ce0a-44f6-74f44be5fafe', 'female', 'white', 'not hispanic or latino', '667') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 61, datetime.date(2018, 7, 27), datetime.date(2018, 7, 27), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'Encounter/c4605953-3103-ede6-e0c0-e0588e6f019e', 'c4605953-3103-ede6-e0c0-e0588e6f019e', 'female', 'white', 'not hispanic or latino', '675') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 53, datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/26baae20-c8c5-003a-ab6b-ebcc49be20db', 'Encounter/c6ec2350-43d4-abab-2e84-4d2aadb337a7', 'c6ec2350-43d4-abab-2e84-4d2aadb337a7', 'male', 'white', 'not hispanic or latino', '678') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '72892002', 'http://snomed.info/sct', 48, datetime.date(2018, 6, 12), datetime.date(2018, 6, 12), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/9b17654f-a902-3d56-9000-4ade3dd3059f', 'Encounter/ca45bbef-ef2a-3b3c-ea5e-76bcd5865780', 'ca45bbef-ef2a-3b3c-ea5e-76bcd5865780', 'female', 'white', 'hispanic or latino', '672') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 54, datetime.date(2018, 6, 13), datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/3cf7af45-2bee-aa9c-d524-40b487149d60', 'Encounter/d2782687-6885-037c-957d-579fbd681d2a', 'd2782687-6885-037c-957d-579fbd681d2a', 'male', 'white', 'not hispanic or latino', '000') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '72892002', 'http://snomed.info/sct', 20, datetime.date(2018, 7, 28), datetime.date(2018, 7, 28), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/2da1bee2-2bc2-4511-84e1-42860310e2fb', 'Encounter/d5f342b7-017c-f2e7-8697-5a038c91518e', 'd5f342b7-017c-f2e7-8697-5a038c91518e', 'female', 'white', 'not hispanic or latino', '660') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 61, datetime.date(2018, 7, 29), datetime.date(2018, 7, 29), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/7cef0e6f-9aea-4079-dfc6-18a96454708e', 'Encounter/d735c414-9dd3-c9b1-285c-8da79a7fbbdf', 'd735c414-9dd3-c9b1-285c-8da79a7fbbdf', 'female', 'white', 'not hispanic or latino', '662') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 45, datetime.date(2018, 7, 10), datetime.date(2018, 7, 10), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/51032f44-d514-26e9-3e85-e956561c076e', 'Encounter/d73ed087-e0ae-78e0-7a05-1bac1060c476', 'd73ed087-e0ae-78e0-7a05-1bac1060c476', 'female', 'white', 'not hispanic or latino', '667') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 90, datetime.date(2018, 7, 7), datetime.date(2018, 7, 7), datetime.date(2018, 7, 2), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'Encounter/dc5ed645-3979-e765-3e03-6ba2173027c3', 'dc5ed645-3979-e765-3e03-6ba2173027c3', 'male', 'white', 'not hispanic or latino', '671') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 3, datetime.date(2018, 7, 30), datetime.date(2018, 7, 30), datetime.date(2018, 7, 30), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/2858705f-5af1-9869-4d94-894e09a9f99a', 'Encounter/de9d67de-6ae3-32f7-20f2-e719ae23a9a3', 'de9d67de-6ae3-32f7-20f2-e719ae23a9a3', 'male', 'white', 'not hispanic or latino', '672') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 49, datetime.date(2018, 7, 28), datetime.date(2018, 7, 28), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/0b052286-9534-99a8-8d5e-06c2c04a7df7', 'Encounter/e5dabcb6-1d7a-7467-dbba-b864d0d5f5b0', 'e5dabcb6-1d7a-7467-dbba-b864d0d5f5b0', 'female', 'white', 'not hispanic or latino', '662') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '88805009', 'http://snomed.info/sct', 84, datetime.date(2018, 6, 29), datetime.date(2018, 6, 29), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/1c498b42-61fd-6341-69c3-053f6e4fe404', 'Encounter/e613f29d-7505-6f2e-a1f5-bfbec300752d', 'e613f29d-7505-6f2e-a1f5-bfbec300752d', 'female', 'white', 'not hispanic or latino', '667') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 1, datetime.date(2018, 6, 13), datetime.date(2018, 6, 13), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/8022fbbe-aaa4-056c-d0f5-ec074bf0656c', 'Encounter/e922a884-7039-a171-a65e-78051fe7afe6', 'e922a884-7039-a171-a65e-78051fe7afe6', 'male', 'white', 'not hispanic or latino', '665') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '195662009', 'http://snomed.info/sct', 57, datetime.date(2018, 6, 6), datetime.date(2018, 6, 6), datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/19158de4-66a2-f70f-e3bf-4396b312c8f1', 'Encounter/ed151e04-3dd6-8cb7-a3e5-777c8a8667f1', 'ed151e04-3dd6-8cb7-a3e5-777c8a8667f1', 'female', 'white', 'not hispanic or latino', '000') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '161665007', 'http://snomed.info/sct', 77, datetime.date(2018, 6, 1), datetime.date(2018, 6, 1), datetime.date(2018, 5, 28), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/9c8d8539-0b1e-73e2-b64f-83f1ea601fa4', 'Encounter/f2752dd7-1bf1-739d-dd8c-40122d0b63bc', 'f2752dd7-1bf1-739d-dd8c-40122d0b63bc', 'male', 'white', 'not hispanic or latino', '674') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 63, datetime.date(2018, 6, 5), datetime.date(2018, 6, 5), datetime.date(2018, 6, 4), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'Encounter/f964be66-3fcd-95c8-0021-71c7d24c91b7', 'f964be66-3fcd-95c8-0021-71c7d24c91b7', 'female', 'white', 'not hispanic or latino', '661') +({'id': None, 'code': 'AMB', 'display': None, 'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'userSelected': None, 'version': None}, 'AMB', 'ambulatory', 'finished', None, None, None, None, None, None, None, None, 100, datetime.date(2018, 7, 10), datetime.date(2018, 7, 10), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/6385ddd7-2639-6505-3789-0521b8f66c8b', 'Encounter/fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'female', 'white', 'not hispanic or latino', '672') diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_condition_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_condition_month.csv index da027437..7b01156e 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_condition_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_condition_month.csv @@ -1,3 +1,3 @@ cnt,cond_category_code,cond_month,cond_code_display 15,,, -15,encounter-diagnosis,, \ No newline at end of file +15,encounter-diagnosis,, diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_documentreference_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_documentreference_month.csv index c50613f4..2a1fc84e 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_documentreference_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_documentreference_month.csv @@ -1,19 +1,19 @@ -cnt,author_month,enc_class_display,doc_type_display +cnt,doc_type_display,author_month,enc_class_display 50,,, -50,,,Evaluation + Plan note -50,,,Emergency department note -46,,ambulatory, -46,,ambulatory,Evaluation + Plan note -46,,ambulatory,Emergency department note -26,2018-07-01,, -26,2018-07-01,,Evaluation + Plan note -26,2018-07-01,,Emergency department note -24,2018-07-01,ambulatory, -24,2018-07-01,ambulatory,Evaluation + Plan note -24,2018-07-01,ambulatory,Emergency department note -24,2018-06-01,, -24,2018-06-01,,Evaluation + Plan note -24,2018-06-01,,Emergency department note -22,2018-06-01,ambulatory, -22,2018-06-01,ambulatory,Evaluation + Plan note -22,2018-06-01,ambulatory,Emergency department note \ No newline at end of file +50,Evaluation + Plan note,, +50,Emergency department note,, +46,,,ambulatory +46,Evaluation + Plan note,,ambulatory +46,Emergency department note,,ambulatory +26,,2018-07-01, +26,Evaluation + Plan note,2018-07-01, +26,Emergency department note,2018-07-01, +24,,2018-07-01,ambulatory +24,,2018-06-01, +24,Evaluation + Plan note,2018-07-01,ambulatory +24,Evaluation + Plan note,2018-06-01, +24,Emergency department note,2018-07-01,ambulatory +24,Emergency department note,2018-06-01, +22,,2018-06-01,ambulatory +22,Evaluation + Plan note,2018-06-01,ambulatory +22,Emergency department note,2018-06-01,ambulatory diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_month.csv index 6242c76f..3a812101 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_month.csv @@ -62,4 +62,4 @@ cnt,start_month,enc_class_display,age_at_visit,gender,race_display,ethnicity_dis 10,2018-07-01,,,male,,not hispanic or latino 10,2018-07-01,,,male,white,not hispanic or latino 10,2018-07-01,ambulatory,,male,,not hispanic or latino -10,2018-07-01,ambulatory,,male,white,not hispanic or latino \ No newline at end of file +10,2018-07-01,ambulatory,,male,white,not hispanic or latino diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type.csv index d5a1b912..61e6f092 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type.csv @@ -6,4 +6,4 @@ cnt,enc_class_display,enc_type_display,enc_service_display,enc_priority_display 46,ambulatory,,, 46,ambulatory,,,None 46,ambulatory,,None, -46,ambulatory,,None,None \ No newline at end of file +46,ambulatory,,None,None diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type_month.csv index 62079c0d..610aa74b 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type_month.csv @@ -22,4 +22,4 @@ cnt,enc_class_display,enc_type_display,enc_service_display,enc_priority_display, 22,ambulatory,,,,2018-06-01 22,ambulatory,,,None,2018-06-01 22,ambulatory,,None,,2018-06-01 -22,ambulatory,,None,None,2018-06-01 \ No newline at end of file +22,ambulatory,,None,None,2018-06-01 diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_medicationrequest_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_medicationrequest_month.csv index 51a49fef..cbe5e722 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_medicationrequest_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_medicationrequest_month.csv @@ -1,4 +1,4 @@ -cnt,status,intent,authoredon_month,display +cnt,status,intent,authoredon_month,rx_display 27,,,, 27,,order,, 26,stopped,,, @@ -10,4 +10,4 @@ cnt,status,intent,authoredon_month,display 12,,,2018-06-01, 12,,order,2018-06-01, 11,stopped,,2018-06-01, -11,stopped,order,2018-06-01, \ No newline at end of file +11,stopped,order,2018-06-01, diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_observation_lab_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_observation_lab_month.csv index c23acb61..ad675bae 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_observation_lab_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_observation_lab_month.csv @@ -1,15 +1,15 @@ -cnt,lab_month,lab_code,lab_result_display,enc_class_code +cnt,lab_month,lab_code,lab_result_display,enc_class_display 20,,,, -20,,,,AMB +20,,,,ambulatory 10,,,Urine smell ammoniacal (finding), -10,,,Urine smell ammoniacal (finding),AMB +10,,,Urine smell ammoniacal (finding),ambulatory 10,,,Brown color (qualifier value), -10,,,Brown color (qualifier value),AMB +10,,,Brown color (qualifier value),ambulatory 10,,5778-6,, -10,,5778-6,,AMB +10,,5778-6,,ambulatory 10,,5778-6,Brown color (qualifier value), -10,,5778-6,Brown color (qualifier value),AMB +10,,5778-6,Brown color (qualifier value),ambulatory 10,,34533-0,, -10,,34533-0,,AMB +10,,34533-0,,ambulatory 10,,34533-0,Urine smell ammoniacal (finding), -10,,34533-0,Urine smell ammoniacal (finding),AMB \ No newline at end of file +10,,34533-0,Urine smell ammoniacal (finding),ambulatory diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_patient.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_patient.csv index 580ed24b..d9a72050 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_patient.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_patient.csv @@ -1,13 +1,13 @@ -cnt,age,gender,race_display,ethnicity_display -50,,,, -47,,,white, -45,,,,not hispanic or latino -43,,,white,not hispanic or latino -29,,female,, -28,,female,white, -27,,female,,not hispanic or latino -26,,female,white,not hispanic or latino -21,,male,, -19,,male,white, -18,,male,,not hispanic or latino -17,,male,white,not hispanic or latino \ No newline at end of file +cnt,gender,race_display,ethnicity_display +50,,, +47,,white, +45,,,not hispanic or latino +43,,white,not hispanic or latino +29,female,, +28,female,white, +27,female,,not hispanic or latino +26,female,white,not hispanic or latino +21,male,, +19,male,white, +18,male,,not hispanic or latino +17,male,white,not hispanic or latino diff --git a/tests/test_data/duckdb_data/expected_export/core/core__meta_date.csv b/tests/test_data/duckdb_data/expected_export/core/core__meta_date.csv index b54a75ca..6d2ad6b7 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__meta_date.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__meta_date.csv @@ -1,2 +1,2 @@ min_date,max_date -2018-06-01,2018-07-31 \ No newline at end of file +2018-06-01,2018-07-31 diff --git a/tests/test_data/duckdb_data/expected_export/core/core__meta_version.csv b/tests/test_data/duckdb_data/expected_export/core/core__meta_version.csv index 49bfa56c..4d65fc4e 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__meta_version.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__meta_version.csv @@ -1,2 +1,2 @@ data_package_version -2 +3 diff --git a/tests/test_templates.py b/tests/test_templates.py index c647980e..ceacecd7 100644 --- a/tests/test_templates.py +++ b/tests/test_templates.py @@ -3,7 +3,7 @@ from pandas import DataFrame -from cumulus_library.template_sql import templates +from cumulus_library.template_sql import templates, utils def test_alias_table(): @@ -51,7 +51,7 @@ def test_codeable_concept_denormalize_all_creation(): FROM union_table ); """ - config = templates.CodeableConceptConfig( + config = utils.CodeableConceptConfig( source_table="source", source_id="id", column_name="code_col", @@ -139,7 +139,7 @@ def test_codeable_concept_denormalize_filter_creation(): ); """ - config = templates.CodeableConceptConfig( + config = utils.CodeableConceptConfig( source_table="source", source_id="id", column_name="code_col", @@ -174,57 +174,6 @@ def test_get_column_datatype_query(): assert query == expected -# for this one, since the query output is very long and likely to change -# since it's a study table, we're going to do targeted comparisons around the -# polymorphism and not validate the whole thing - - -# omitting the double false case since we don't call thison that condition -@pytest.mark.parametrize( - "medication_datasources,contains,omits", - [ - ( - { - "by_contained_ref": True, - "by_external_ref": False, - }, - ["LIKE '#%'", "contained_medication"], - ["LIKE 'Medication/%'", "UNION", "external_medication"], - ), - ( - { - "by_contained_ref": False, - "by_external_ref": True, - }, - ["LIKE 'Medication/%'", "external_medication"], - ["LIKE '#%'", "UNION", "contained_medication"], - ), - ( - { - "by_contained_ref": True, - "by_external_ref": True, - }, - [ - "LIKE '#%'", - "LIKE 'Medication/%'", - "UNION", - "contained_medication", - "external_medication", - ], - [], - ), - ], -) -def test_core_medication_query(medication_datasources, contains, omits): - query = templates.get_core_medication_query( - medication_datasources=medication_datasources - ) - for item in contains: - assert item in query - for item in omits: - assert item not in query - - def test_create_view_query_creation(): expected = """CREATE OR REPLACE VIEW test_view AS ( SELECT * FROM ( @@ -387,7 +336,7 @@ def test_extension_denormalize_creation(): ) WHERE available_priority = 1 );""" - config = templates.ExtensionConfig( + config = utils.ExtensionConfig( "source_table", "source_id", "target_table", @@ -397,7 +346,7 @@ def test_extension_denormalize_creation(): ) query = templates.get_extension_denormalize_query(config) assert query == expected - config = templates.ExtensionConfig( + config = utils.ExtensionConfig( "source_table", "source_id", "target_table", From 40a7f08324c6fcdd35be9a38ed8fb0e16f4cda1c Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Fri, 26 Jan 2024 11:15:47 -0500 Subject: [PATCH 5/8] jinja trim, remove write_queries, regression update --- .../studies/core/builder_observation.py | 1 - .../core/core_templates/core_utils.jinja | 16 - .../core/core_templates/patient.sql.jinja | 2 +- .../core__count_documentreference_month.csv | 232 +- ...ore__count_documentreference_month.parquet | Bin 4087 -> 3976 bytes .../core__count_medicationrequest_month.csv | 2 +- ...ore__count_medicationrequest_month.parquet | Bin 31304 -> 29084 bytes .../core__count_observation_lab_month.csv | 30577 ++++++++++++++-- .../core__count_observation_lab_month.parquet | Bin 11683 -> 45519 bytes .../reference/core__count_patient.csv | 363 +- .../reference/core__count_patient.parquet | Bin 4756 -> 3455 bytes .../reference/core__meta_version.csv | 2 +- .../reference/core__meta_version.parquet | Bin 1379 -> 1379 bytes 13 files changed, 27173 insertions(+), 4022 deletions(-) diff --git a/cumulus_library/studies/core/builder_observation.py b/cumulus_library/studies/core/builder_observation.py index e61c6e28..f3876022 100644 --- a/cumulus_library/studies/core/builder_observation.py +++ b/cumulus_library/studies/core/builder_observation.py @@ -66,4 +66,3 @@ def prepare_queries( self.queries.append( core_templates.get_core_template("observation", validated_schema) ) - self.write_queries() diff --git a/cumulus_library/studies/core/core_templates/core_utils.jinja b/cumulus_library/studies/core/core_templates/core_utils.jinja index 71df8fe0..37ba180e 100644 --- a/cumulus_library/studies/core/core_templates/core_utils.jinja +++ b/cumulus_library/studies/core/core_templates/core_utils.jinja @@ -79,22 +79,6 @@ targets is an array expecting a data type of the following: {%- endfor %} {%- endmacro %} -{#- creates a date from a list of columns that may contain a partial date str -#} -{% macro partial_date_cols(table, alias, targets, schema) %} - {%- for col in targets %} - {%- if schema[table][col] %} - CASE length({{ alias }}.{{ col }}) - WHEN 4 THEN CAST(concat({{ alias }}.{{ col }},'-01-01') AS date) - WHEN 7 THEN CAST(concat({{ alias }}.{{ col }},'-01') AS date) - ELSE cast({{ alias }}.{{ col }} AS date) - END AS {{ col }} - {%- else %} - cast(NULL AS date) AS {{ col }} - {%- endif %} - {{- comma_delineate(loop) }} - {%- endfor %} -{%- endmacro %} - {#- creates a truncated date from an iso formatted date of the specified period targets is assumed to be a list of tuples of one of the following format: diff --git a/cumulus_library/studies/core/core_templates/patient.sql.jinja b/cumulus_library/studies/core/core_templates/patient.sql.jinja index 0be46675..601e0d35 100644 --- a/cumulus_library/studies/core/core_templates/patient.sql.jinja +++ b/cumulus_library/studies/core/core_templates/patient.sql.jinja @@ -19,7 +19,7 @@ WITH temp_patient AS ( schema ) }}, - {{- utils.partial_date_cols( + {{- utils.date_cols_from_str( 'patient', 'p', [ diff --git a/tests/regression/reference/core__count_documentreference_month.csv b/tests/regression/reference/core__count_documentreference_month.csv index a79462b9..0c122bf1 100644 --- a/tests/regression/reference/core__count_documentreference_month.csv +++ b/tests/regression/reference/core__count_documentreference_month.csv @@ -1,117 +1,117 @@ -cnt,author_month,enc_class_display,doc_type_display +cnt,doc_type_display,author_month,enc_class_display 1037,,, -1037,,,Evaluation + Plan note -995,,ambulatory, -995,,ambulatory,Evaluation + Plan note -792,,,History and physical note -757,,ambulatory,History and physical note -245,,,Emergency department note -238,,ambulatory,Emergency department note -222,2023-03-01,, -222,2023-03-01,,Evaluation + Plan note -207,2023-03-01,ambulatory, -207,2023-03-01,ambulatory,Evaluation + Plan note -184,2023-03-01,,History and physical note -172,2023-03-01,ambulatory,History and physical note -131,2023-02-01,, -131,2023-02-01,,Evaluation + Plan note -124,2023-02-01,ambulatory, -124,2023-02-01,ambulatory,Evaluation + Plan note -103,2023-01-01,, -103,2023-01-01,,Evaluation + Plan note -99,2023-01-01,ambulatory, -99,2023-01-01,ambulatory,Evaluation + Plan note -93,2023-02-01,,History and physical note -89,2023-02-01,ambulatory,History and physical note -75,2022-12-01,, -75,2022-12-01,,Evaluation + Plan note -74,2023-01-01,,History and physical note -73,2022-12-01,ambulatory, -73,2022-12-01,ambulatory,Evaluation + Plan note -70,2023-01-01,ambulatory,History and physical note -62,2022-11-01,, -62,2022-11-01,,Evaluation + Plan note -62,2022-09-01,, -62,2022-09-01,,Evaluation + Plan note -61,2022-09-01,ambulatory, -61,2022-09-01,ambulatory,Evaluation + Plan note -60,2022-11-01,ambulatory, -60,2022-11-01,ambulatory,Evaluation + Plan note -54,2022-12-01,,History and physical note -52,2022-12-01,ambulatory,History and physical note -50,2022-10-01,, -50,2022-10-01,,Evaluation + Plan note -48,2022-10-01,ambulatory, -48,2022-10-01,ambulatory,Evaluation + Plan note -48,2022-09-01,,History and physical note -48,2022-09-01,ambulatory,History and physical note -46,2022-08-01,, -46,2022-08-01,,Evaluation + Plan note -46,2022-08-01,ambulatory, -46,2022-08-01,ambulatory,Evaluation + Plan note -46,2022-07-01,, -46,2022-07-01,,Evaluation + Plan note -44,2022-11-01,,History and physical note -42,2022-11-01,ambulatory,History and physical note -42,2022-04-01,, -42,2022-04-01,,Evaluation + Plan note -42,2022-04-01,ambulatory, -42,2022-04-01,ambulatory,Evaluation + Plan note -41,2022-07-01,ambulatory, -41,2022-07-01,ambulatory,Evaluation + Plan note -40,2022-07-01,,History and physical note -38,2023-03-01,,Emergency department note -38,2023-02-01,,Emergency department note -38,2022-10-01,,History and physical note -37,2022-06-01,, -37,2022-06-01,,Evaluation + Plan note -36,2022-10-01,ambulatory,History and physical note -36,2022-08-01,,History and physical note -36,2022-08-01,ambulatory,History and physical note -36,2022-06-01,ambulatory, -36,2022-06-01,ambulatory,Evaluation + Plan note -35,2023-03-01,ambulatory,Emergency department note -35,2023-02-01,ambulatory,Emergency department note -35,2022-07-01,ambulatory,History and physical note -35,2022-05-01,, -35,2022-05-01,,Evaluation + Plan note -35,2022-05-01,ambulatory, -35,2022-05-01,ambulatory,Evaluation + Plan note -35,2022-04-01,,History and physical note -35,2022-04-01,ambulatory,History and physical note -29,2023-01-01,,Emergency department note -29,2023-01-01,ambulatory,Emergency department note -29,2022-06-01,,History and physical note -28,2022-06-01,ambulatory,History and physical note -24,2022-05-01,,History and physical note -24,2022-05-01,ambulatory,History and physical note -21,,emergency, -21,,emergency,Evaluation + Plan note -21,2022-12-01,,Emergency department note -21,2022-12-01,ambulatory,Emergency department note -18,,emergency,History and physical note -18,2022-11-01,,Emergency department note -18,2022-11-01,ambulatory,Emergency department note -17,,inpatient encounter, -17,,inpatient encounter,Evaluation + Plan note -16,,inpatient encounter,History and physical note -15,2023-04-01,, -15,2023-04-01,,Evaluation + Plan note -14,2023-04-01,ambulatory, -14,2023-04-01,ambulatory,Evaluation + Plan note -14,2022-09-01,,Emergency department note -14,2022-03-01,, -14,2022-03-01,,Evaluation + Plan note -14,2022-03-01,ambulatory, -14,2022-03-01,ambulatory,Evaluation + Plan note -13,2022-09-01,ambulatory,Emergency department note -12,2022-10-01,,Emergency department note -12,2022-10-01,ambulatory,Emergency department note -11,2023-04-01,,History and physical note -11,2023-03-01,emergency, -11,2023-03-01,emergency,Evaluation + Plan note -11,2022-05-01,,Emergency department note -11,2022-05-01,ambulatory,Emergency department note -10,2023-04-01,ambulatory,History and physical note -10,2022-08-01,,Emergency department note -10,2022-08-01,ambulatory,Emergency department note +1037,Evaluation + Plan note,, +995,,,ambulatory +995,Evaluation + Plan note,,ambulatory +792,History and physical note,, +757,History and physical note,,ambulatory +245,Emergency department note,, +238,Emergency department note,,ambulatory +222,,2023-03-01, +222,Evaluation + Plan note,2023-03-01, +207,,2023-03-01,ambulatory +207,Evaluation + Plan note,2023-03-01,ambulatory +184,History and physical note,2023-03-01, +172,History and physical note,2023-03-01,ambulatory +131,,2023-02-01, +131,Evaluation + Plan note,2023-02-01, +124,,2023-02-01,ambulatory +124,Evaluation + Plan note,2023-02-01,ambulatory +103,,2023-01-01, +103,Evaluation + Plan note,2023-01-01, +99,,2023-01-01,ambulatory +99,Evaluation + Plan note,2023-01-01,ambulatory +93,History and physical note,2023-02-01, +89,History and physical note,2023-02-01,ambulatory +75,,2022-12-01, +75,Evaluation + Plan note,2022-12-01, +74,History and physical note,2023-01-01, +73,,2022-12-01,ambulatory +73,Evaluation + Plan note,2022-12-01,ambulatory +70,History and physical note,2023-01-01,ambulatory +62,,2022-11-01, +62,,2022-09-01, +62,Evaluation + Plan note,2022-11-01, +62,Evaluation + Plan note,2022-09-01, +61,,2022-09-01,ambulatory +61,Evaluation + Plan note,2022-09-01,ambulatory +60,,2022-11-01,ambulatory +60,Evaluation + Plan note,2022-11-01,ambulatory +54,History and physical note,2022-12-01, +52,History and physical note,2022-12-01,ambulatory +50,,2022-10-01, +50,Evaluation + Plan note,2022-10-01, +48,,2022-10-01,ambulatory +48,History and physical note,2022-09-01, +48,History and physical note,2022-09-01,ambulatory +48,Evaluation + Plan note,2022-10-01,ambulatory +46,,2022-08-01, +46,,2022-08-01,ambulatory +46,,2022-07-01, +46,Evaluation + Plan note,2022-08-01, +46,Evaluation + Plan note,2022-08-01,ambulatory +46,Evaluation + Plan note,2022-07-01, +44,History and physical note,2022-11-01, +42,,2022-04-01, +42,,2022-04-01,ambulatory +42,History and physical note,2022-11-01,ambulatory +42,Evaluation + Plan note,2022-04-01, +42,Evaluation + Plan note,2022-04-01,ambulatory +41,,2022-07-01,ambulatory +41,Evaluation + Plan note,2022-07-01,ambulatory +40,History and physical note,2022-07-01, +38,History and physical note,2022-10-01, +38,Emergency department note,2023-03-01, +38,Emergency department note,2023-02-01, +37,,2022-06-01, +37,Evaluation + Plan note,2022-06-01, +36,,2022-06-01,ambulatory +36,History and physical note,2022-10-01,ambulatory +36,History and physical note,2022-08-01, +36,History and physical note,2022-08-01,ambulatory +36,Evaluation + Plan note,2022-06-01,ambulatory +35,,2022-05-01, +35,,2022-05-01,ambulatory +35,History and physical note,2022-07-01,ambulatory +35,History and physical note,2022-04-01, +35,History and physical note,2022-04-01,ambulatory +35,Evaluation + Plan note,2022-05-01, +35,Evaluation + Plan note,2022-05-01,ambulatory +35,Emergency department note,2023-03-01,ambulatory +35,Emergency department note,2023-02-01,ambulatory +29,History and physical note,2022-06-01, +29,Emergency department note,2023-01-01, +29,Emergency department note,2023-01-01,ambulatory +28,History and physical note,2022-06-01,ambulatory +24,History and physical note,2022-05-01, +24,History and physical note,2022-05-01,ambulatory +21,,,emergency +21,Evaluation + Plan note,,emergency +21,Emergency department note,2022-12-01, +21,Emergency department note,2022-12-01,ambulatory +18,History and physical note,,emergency +18,Emergency department note,2022-11-01, +18,Emergency department note,2022-11-01,ambulatory +17,,,inpatient encounter +17,Evaluation + Plan note,,inpatient encounter +16,History and physical note,,inpatient encounter +15,,2023-04-01, +15,Evaluation + Plan note,2023-04-01, +14,,2023-04-01,ambulatory +14,,2022-03-01, +14,,2022-03-01,ambulatory +14,Evaluation + Plan note,2023-04-01,ambulatory +14,Evaluation + Plan note,2022-03-01, +14,Evaluation + Plan note,2022-03-01,ambulatory +14,Emergency department note,2022-09-01, +13,Emergency department note,2022-09-01,ambulatory +12,Emergency department note,2022-10-01, +12,Emergency department note,2022-10-01,ambulatory +11,,2023-03-01,emergency +11,History and physical note,2023-04-01, +11,Evaluation + Plan note,2023-03-01,emergency +11,Emergency department note,2022-05-01, +11,Emergency department note,2022-05-01,ambulatory +10,History and physical note,2023-04-01,ambulatory +10,Emergency department note,2022-08-01, +10,Emergency department note,2022-08-01,ambulatory diff --git 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b/tests/regression/reference/core__count_observation_lab_month.csv @@ -1,26 +1,139 @@ -cnt,lab_month,lab_code,lab_result_display,enc_class_code -58359,,,, -54489,,,,AMB +cnt,lab_month,lab_code,lab_result_display,enc_class_display +371492,,,, +340248,,,,ambulatory +301186,,,cumulus__missing-or-null, +274145,,,cumulus__missing-or-null,ambulatory +16272,,,,inpatient encounter +16098,,,cumulus__missing-or-null,inpatient encounter +15683,,72514-3,, +15683,,72514-3,cumulus__missing-or-null, +15254,,72514-3,,ambulatory +15254,,72514-3,cumulus__missing-or-null,ambulatory +14919,,,,emergency +10890,,,cumulus__missing-or-null,emergency +10642,,85354-9,, +10642,,85354-9,cumulus__missing-or-null, +10338,,29463-7,, +10338,,29463-7,cumulus__missing-or-null, +10260,,85354-9,,ambulatory +10260,,85354-9,cumulus__missing-or-null,ambulatory +10164,,9279-1,, +10164,,9279-1,cumulus__missing-or-null, +10164,,8867-4,, +10164,,8867-4,cumulus__missing-or-null, +9977,,8302-2,, +9977,,8302-2,cumulus__missing-or-null, +9907,,72166-2,, +9874,,29463-7,,ambulatory +9874,,29463-7,cumulus__missing-or-null,ambulatory +9793,,9279-1,,ambulatory +9793,,9279-1,cumulus__missing-or-null,ambulatory +9793,,8867-4,,ambulatory +9793,,8867-4,cumulus__missing-or-null,ambulatory +9761,,8302-2,,ambulatory +9761,,8302-2,cumulus__missing-or-null,ambulatory +9691,,72166-2,,ambulatory +9087,,39156-5,, +9087,,39156-5,cumulus__missing-or-null, +8871,,39156-5,,ambulatory +8871,,39156-5,cumulus__missing-or-null,ambulatory +8053,2020-12-01,,, +7737,,33914-3,, +7737,,33914-3,cumulus__missing-or-null, +7493,,,Never smoked tobacco (finding), +7493,,72166-2,Never smoked tobacco (finding), +7357,,,Never smoked tobacco (finding),ambulatory +7357,,72166-2,Never smoked tobacco (finding),ambulatory +7108,,93025-5,, +7108,,93025-5,cumulus__missing-or-null, +7051,2020-12-01,,cumulus__missing-or-null, +6910,,33914-3,,ambulatory +6910,,33914-3,cumulus__missing-or-null,ambulatory +6895,,93025-5,,ambulatory +6895,,93025-5,cumulus__missing-or-null,ambulatory +6155,,6299-2,, +6155,,6299-2,cumulus__missing-or-null, +6155,,6298-4,, +6155,,6298-4,cumulus__missing-or-null, +6155,,49765-1,, +6155,,49765-1,cumulus__missing-or-null, +6155,,38483-4,, +6155,,38483-4,cumulus__missing-or-null, +6155,,2947-0,, +6155,,2947-0,cumulus__missing-or-null, +6155,,2339-0,, +6155,,2339-0,cumulus__missing-or-null, +6155,,2069-3,, +6155,,2069-3,cumulus__missing-or-null, +6155,,20565-8,, +6155,,20565-8,cumulus__missing-or-null, +6029,2021-01-01,,, +5943,,4548-4,, +5943,,4548-4,cumulus__missing-or-null, +5897,,6299-2,,ambulatory +5897,,6299-2,cumulus__missing-or-null,ambulatory +5897,,6298-4,,ambulatory +5897,,6298-4,cumulus__missing-or-null,ambulatory +5897,,49765-1,,ambulatory +5897,,49765-1,cumulus__missing-or-null,ambulatory +5897,,38483-4,,ambulatory +5897,,38483-4,cumulus__missing-or-null,ambulatory +5897,,2947-0,,ambulatory +5897,,2947-0,cumulus__missing-or-null,ambulatory +5897,,2339-0,,ambulatory +5897,,2339-0,cumulus__missing-or-null,ambulatory +5897,,2069-3,,ambulatory +5897,,2069-3,cumulus__missing-or-null,ambulatory +5897,,20565-8,,ambulatory +5897,,20565-8,cumulus__missing-or-null,ambulatory +5711,2020-11-01,,, +5618,2019-03-01,,, +5582,2020-06-01,,, +5557,,55758-7,, +5557,,55758-7,cumulus__missing-or-null, +5525,,4548-4,,ambulatory +5525,,4548-4,cumulus__missing-or-null,ambulatory +5524,,74006-8,, +5524,,74006-8,,ambulatory +5524,,74006-8,cumulus__missing-or-null, +5524,,74006-8,cumulus__missing-or-null,ambulatory +5410,2020-03-01,,, +5397,2018-03-01,,, +5390,,55758-7,,ambulatory +5390,,55758-7,cumulus__missing-or-null,ambulatory +5308,,5811-5,, +5308,,5811-5,cumulus__missing-or-null, +5308,,5803-2,, +5308,,5803-2,cumulus__missing-or-null, +5308,,5802-4,, +5308,,5799-2,, +5308,,5794-3,, +5308,,5770-3,, +5308,,25428-4,, +5308,,2514-8,, +5308,,20454-5,, +5256,,5767-9,, +5237,2021-08-01,,, 5226,,,Cloudy urine (finding), 5224,,,Urine nitrite negative (finding), 5224,,,Urine leukocyte test negative (finding), 5224,,,Urine glucose test = ++ (finding), 5224,,,Finding of bilirubin in urine (finding), -5224,,5802-4,, +5224,,5804-0,, +5224,,5804-0,cumulus__missing-or-null, 5224,,5802-4,Urine nitrite negative (finding), -5224,,5799-2,, 5224,,5799-2,Urine leukocyte test negative (finding), -5224,,5794-3,, +5224,,5797-6,, +5224,,5797-6,cumulus__missing-or-null, +5224,,5792-7,, +5224,,5792-7,cumulus__missing-or-null, 5224,,5778-6,, -5224,,5770-3,, 5224,,5770-3,Finding of bilirubin in urine (finding), -5224,,5767-9,, 5224,,5767-9,Cloudy urine (finding), 5224,,32167-9,, -5224,,25428-4,, 5224,,25428-4,Urine glucose test = ++ (finding), -5224,,2514-8,, -5224,,20454-5,, +5224,,20505-4,, +5224,,20505-4,cumulus__missing-or-null, 5222,,,Urine smell ammoniacal (finding), 5222,,,Urine blood test = negative (finding), 5222,,,Translucent (qualifier value), @@ -30,275 +143,4609 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 5222,,32167-9,Translucent (qualifier value), 5192,,34533-0,, 5190,,34533-0,Urine smell ammoniacal (finding), -4876,,,Cloudy urine (finding),AMB -4874,,,Urine nitrite negative (finding),AMB -4874,,,Urine leukocyte test negative (finding),AMB -4874,,,Urine glucose test = ++ (finding),AMB -4874,,,Finding of bilirubin in urine (finding),AMB -4874,,5802-4,,AMB -4874,,5802-4,Urine nitrite negative (finding),AMB -4874,,5799-2,,AMB -4874,,5799-2,Urine leukocyte test negative (finding),AMB -4874,,5794-3,,AMB -4874,,5778-6,,AMB -4874,,5770-3,,AMB -4874,,5770-3,Finding of bilirubin in urine (finding),AMB -4874,,5767-9,,AMB -4874,,5767-9,Cloudy urine (finding),AMB -4874,,32167-9,,AMB -4874,,25428-4,,AMB -4874,,25428-4,Urine glucose test = ++ (finding),AMB -4874,,2514-8,,AMB -4874,,20454-5,,AMB -4872,,,Urine smell ammoniacal (finding),AMB -4872,,,Urine blood test = negative (finding),AMB -4872,,,Translucent (qualifier value),AMB -4872,,,Brown color (qualifier value),AMB -4872,,5794-3,Urine blood test = negative (finding),AMB -4872,,5778-6,Brown color (qualifier value),AMB -4872,,32167-9,Translucent (qualifier value),AMB -4856,,34533-0,,AMB -4854,,34533-0,Urine smell ammoniacal (finding),AMB -3698,,,,EMER +5183,2019-01-01,,, +5160,2020-03-01,,,ambulatory +5113,2021-01-01,,cumulus__missing-or-null, +5111,2018-08-01,,, +5034,2020-10-01,,, +5005,2019-03-01,,,ambulatory +4963,2019-04-01,,, +4953,,5811-5,,ambulatory +4953,,5811-5,cumulus__missing-or-null,ambulatory +4953,,5803-2,,ambulatory +4953,,5803-2,cumulus__missing-or-null,ambulatory +4953,,5802-4,,ambulatory +4953,,5799-2,,ambulatory +4953,,5794-3,,ambulatory +4953,,5770-3,,ambulatory +4953,,25428-4,,ambulatory +4953,,2514-8,,ambulatory +4953,,20454-5,,ambulatory +4907,2021-05-01,,, +4893,2023-02-01,,, +4892,,5767-9,,ambulatory +4888,,3094-0,, +4888,,3094-0,cumulus__missing-or-null, +4888,,2951-2,, +4888,,2951-2,cumulus__missing-or-null, +4888,,2823-3,, +4888,,2823-3,cumulus__missing-or-null, +4888,,2345-7,, +4888,,2345-7,cumulus__missing-or-null, +4888,,2160-0,, +4888,,2160-0,cumulus__missing-or-null, +4888,,2075-0,, +4888,,2075-0,cumulus__missing-or-null, +4888,,2028-9,, +4888,,2028-9,cumulus__missing-or-null, +4888,,17861-6,, +4888,,17861-6,cumulus__missing-or-null, +4876,,,Cloudy urine (finding),ambulatory +4874,,,Urine nitrite negative (finding),ambulatory +4874,,,Urine leukocyte test negative (finding),ambulatory +4874,,,Urine glucose test = ++ (finding),ambulatory +4874,,,Finding of bilirubin in urine (finding),ambulatory +4874,,5804-0,,ambulatory +4874,,5804-0,cumulus__missing-or-null,ambulatory +4874,,5802-4,Urine nitrite negative (finding),ambulatory +4874,,5799-2,Urine leukocyte test negative (finding),ambulatory +4874,,5797-6,,ambulatory +4874,,5797-6,cumulus__missing-or-null,ambulatory +4874,,5792-7,,ambulatory +4874,,5792-7,cumulus__missing-or-null,ambulatory +4874,,5778-6,,ambulatory +4874,,5770-3,Finding of bilirubin in urine (finding),ambulatory +4874,,5767-9,Cloudy urine (finding),ambulatory +4874,,32167-9,,ambulatory +4874,,25428-4,Urine glucose test = ++ (finding),ambulatory +4874,,20505-4,,ambulatory +4874,,20505-4,cumulus__missing-or-null,ambulatory +4872,,,Urine smell ammoniacal (finding),ambulatory +4872,,,Urine blood test = negative (finding),ambulatory +4872,,,Translucent (qualifier value),ambulatory +4872,,,Brown color (qualifier value),ambulatory +4872,,5794-3,Urine blood test = negative (finding),ambulatory +4872,,5778-6,Brown color (qualifier value),ambulatory +4872,,32167-9,Translucent (qualifier value),ambulatory +4868,2021-10-01,,, +4856,,34533-0,,ambulatory +4854,,34533-0,Urine smell ammoniacal (finding),ambulatory +4808,2021-09-01,,, +4808,2020-11-01,,cumulus__missing-or-null, +4800,2022-05-01,,, +4753,2021-06-01,,, +4739,2019-02-01,,, +4734,2019-01-01,,,ambulatory +4727,2022-06-01,,, +4720,2020-08-01,,, +4718,2018-03-01,,,ambulatory +4715,2020-06-01,,cumulus__missing-or-null, +4714,2022-07-01,,, +4712,2018-06-01,,, +4711,2018-05-01,,, +4709,2021-05-01,,,ambulatory +4706,2021-12-01,,, +4684,2018-04-01,,, +4683,2021-07-01,,, +4682,2018-01-01,,, +4667,2022-10-01,,, +4667,2017-01-01,,, +4647,2021-06-01,,,ambulatory +4632,2022-04-01,,, +4618,2021-01-01,,,ambulatory +4603,2021-12-01,,,ambulatory +4593,2022-03-01,,, +4587,2021-08-01,,,ambulatory +4578,2019-03-01,,cumulus__missing-or-null, +4572,2018-10-01,,, +4570,2021-04-01,,, +4566,2021-03-01,,, +4566,2020-09-01,,, +4544,2021-10-01,,,ambulatory +4542,2017-12-01,,, +4538,2022-03-01,,,ambulatory +4534,2019-02-01,,,ambulatory +4531,2021-07-01,,,ambulatory +4503,2017-10-01,,, +4495,2020-12-01,,,ambulatory +4494,2018-08-01,,,ambulatory +4491,2019-06-01,,, +4481,2020-05-01,,, +4464,2017-03-01,,, +4460,2017-07-01,,, +4448,2022-07-01,,,ambulatory +4423,2022-01-01,,, +4407,2018-09-01,,, +4401,2018-03-01,,cumulus__missing-or-null, +4399,2022-11-01,,, +4395,2020-02-01,,, +4395,2018-06-01,,,ambulatory +4389,2022-06-01,,,ambulatory +4382,2020-08-01,,,ambulatory +4375,2021-09-01,,,ambulatory +4375,2021-04-01,,,ambulatory +4361,2019-06-01,,,ambulatory +4353,2022-05-01,,,ambulatory +4343,2022-01-01,,,ambulatory +4332,2021-02-01,,, +4326,2020-02-01,,,ambulatory +4322,2020-06-01,,,ambulatory +4310,2017-10-01,,,ambulatory +4307,2022-10-01,,,ambulatory +4307,2019-11-01,,, +4304,2020-03-01,,cumulus__missing-or-null, +4303,2017-01-01,,,ambulatory +4299,2023-03-01,,, +4297,2017-08-01,,, +4290,2021-11-01,,, +4285,2023-01-01,,, +4272,2021-02-01,,,ambulatory +4269,2019-04-01,,,ambulatory +4264,2018-05-01,,,ambulatory +4263,2020-10-01,,,ambulatory +4249,2018-01-01,,,ambulatory +4246,2019-01-01,,cumulus__missing-or-null, +4246,2018-08-01,,cumulus__missing-or-null, +4245,2018-11-01,,, +4219,2018-07-01,,, +4218,2022-04-01,,,ambulatory +4218,2016-06-01,,, +4216,2022-09-01,,, +4206,2017-03-01,,,ambulatory +4205,2019-11-01,,,ambulatory +4195,2021-03-01,,,ambulatory +4193,2018-09-01,,,ambulatory +4192,,3094-0,,ambulatory +4192,,3094-0,cumulus__missing-or-null,ambulatory +4192,,2951-2,,ambulatory +4192,,2951-2,cumulus__missing-or-null,ambulatory +4192,,2823-3,,ambulatory +4192,,2823-3,cumulus__missing-or-null,ambulatory +4192,,2345-7,,ambulatory +4192,,2345-7,cumulus__missing-or-null,ambulatory +4192,,2160-0,,ambulatory +4192,,2160-0,cumulus__missing-or-null,ambulatory +4192,,2075-0,,ambulatory +4192,,2075-0,cumulus__missing-or-null,ambulatory +4192,,2028-9,,ambulatory +4192,,2028-9,cumulus__missing-or-null,ambulatory +4192,,17861-6,,ambulatory +4192,,17861-6,cumulus__missing-or-null,ambulatory +4186,2022-12-01,,, +4184,2016-12-01,,, +4184,2016-09-01,,, +4183,2019-08-01,,, +4182,2021-08-01,,cumulus__missing-or-null, +4181,2019-05-01,,, +4180,2018-10-01,,,ambulatory +4176,2023-01-01,,,ambulatory +4159,2017-05-01,,, +4157,2020-01-01,,, +4156,2022-11-01,,,ambulatory +4125,2020-03-01,,cumulus__missing-or-null,ambulatory +4124,2019-08-01,,,ambulatory +4113,2016-07-01,,, +4111,2023-02-01,,,ambulatory +4106,2018-12-01,,, +4106,2017-08-01,,,ambulatory +4093,2022-02-01,,, +4087,2023-02-01,,cumulus__missing-or-null, +4087,2019-12-01,,, +4086,2017-12-01,,,ambulatory +4080,2016-12-01,,,ambulatory +4077,2022-09-01,,,ambulatory +4076,2021-11-01,,,ambulatory +4071,2020-10-01,,cumulus__missing-or-null, +4058,2020-09-01,,,ambulatory +4057,2020-07-01,,, +4044,2019-03-01,,cumulus__missing-or-null,ambulatory +4038,2023-03-01,,,ambulatory +4033,2020-01-01,,,ambulatory +4030,2019-04-01,,cumulus__missing-or-null, +4028,2017-05-01,,,ambulatory +4027,2020-05-01,,,ambulatory +4025,2017-09-01,,, +4017,2022-02-01,,,ambulatory +4008,2016-09-01,,,ambulatory +4003,2016-08-01,,, +3999,2019-05-01,,,ambulatory +3985,2019-10-01,,, +3985,2017-02-01,,, +3973,2020-04-01,,, +3956,2020-11-01,,,ambulatory +3945,2018-02-01,,, +3943,2017-11-01,,, +3943,2016-10-01,,, +3930,2018-04-01,,,ambulatory +3924,2022-08-01,,, +3924,2018-11-01,,,ambulatory +3923,2017-06-01,,, +3912,2021-10-01,,cumulus__missing-or-null, +3892,2019-01-01,,cumulus__missing-or-null,ambulatory +3882,,70274-6,, +3882,,70274-6,cumulus__missing-or-null, +3882,2022-05-01,,cumulus__missing-or-null, +3879,2018-05-01,,cumulus__missing-or-null, +3875,2016-06-01,,,ambulatory +3867,2021-12-01,,cumulus__missing-or-null, +3864,2022-06-01,,cumulus__missing-or-null, +3860,2018-01-01,,cumulus__missing-or-null, +3858,2022-07-01,,cumulus__missing-or-null, +3856,2018-04-01,,cumulus__missing-or-null, +3854,2021-09-01,,cumulus__missing-or-null, +3853,2016-07-01,,,ambulatory +3847,2019-12-01,,,ambulatory +3844,2021-06-01,,cumulus__missing-or-null, +3833,2021-05-01,,cumulus__missing-or-null, +3831,2022-12-01,,,ambulatory +3822,2019-02-01,,cumulus__missing-or-null, +3821,2017-07-01,,,ambulatory +3818,2020-08-01,,cumulus__missing-or-null, +3806,2018-06-01,,cumulus__missing-or-null, +3805,2018-03-01,,cumulus__missing-or-null,ambulatory +3798,2021-12-01,,cumulus__missing-or-null,ambulatory +3798,2017-01-01,,cumulus__missing-or-null, +3793,2018-12-01,,,ambulatory +3778,2017-09-01,,,ambulatory +3776,2019-10-01,,,ambulatory +3773,,70274-6,,ambulatory +3773,,70274-6,cumulus__missing-or-null,ambulatory +3773,2021-06-01,,cumulus__missing-or-null,ambulatory +3769,2022-08-01,,,ambulatory +3766,2018-07-01,,,ambulatory +3764,2020-04-01,,,ambulatory +3760,2022-10-01,,cumulus__missing-or-null, +3760,2022-04-01,,cumulus__missing-or-null, +3754,2021-03-01,,cumulus__missing-or-null, +3749,2017-02-01,,,ambulatory +3740,2016-08-01,,,ambulatory +3734,2021-07-01,,cumulus__missing-or-null, +3734,2016-11-01,,, +3729,2020-09-01,,cumulus__missing-or-null, +3727,2016-10-01,,,ambulatory +3717,2021-01-01,,cumulus__missing-or-null,ambulatory +3709,2022-03-01,,cumulus__missing-or-null, +3709,2020-07-01,,,ambulatory +3709,2016-11-01,,,ambulatory +3703,2021-04-01,,cumulus__missing-or-null, +3695,2021-05-01,,cumulus__missing-or-null,ambulatory +3687,2018-10-01,,cumulus__missing-or-null, +3684,2017-12-01,,cumulus__missing-or-null, +3667,2022-03-01,,cumulus__missing-or-null,ambulatory +3657,2022-01-01,,cumulus__missing-or-null, +3653,2018-08-01,,cumulus__missing-or-null,ambulatory +3653,2018-02-01,,,ambulatory +3648,2017-07-01,,cumulus__missing-or-null, +3642,2019-02-01,,cumulus__missing-or-null,ambulatory +3641,2017-03-01,,cumulus__missing-or-null, +3634,2021-10-01,,cumulus__missing-or-null,ambulatory +3631,2017-11-01,,,ambulatory +3630,2019-06-01,,cumulus__missing-or-null, +3628,2021-07-01,,cumulus__missing-or-null,ambulatory +3627,2022-07-01,,cumulus__missing-or-null,ambulatory +3616,2021-08-01,,cumulus__missing-or-null,ambulatory +3600,2017-06-01,,,ambulatory +3599,2022-06-01,,cumulus__missing-or-null,ambulatory +3586,2017-10-01,,cumulus__missing-or-null, +3577,2022-01-01,,cumulus__missing-or-null,ambulatory +3563,2018-06-01,,cumulus__missing-or-null,ambulatory +3551,2019-07-01,,, +3541,2017-01-01,,cumulus__missing-or-null,ambulatory +3538,2020-08-01,,cumulus__missing-or-null,ambulatory +3529,2017-04-01,,, +3528,2020-12-01,,cumulus__missing-or-null,ambulatory +3527,2020-05-01,,cumulus__missing-or-null, +3527,2018-09-01,,cumulus__missing-or-null, +3526,2019-09-01,,, +3520,2021-04-01,,cumulus__missing-or-null,ambulatory +3513,2019-06-01,,cumulus__missing-or-null,ambulatory +3512,2020-02-01,,cumulus__missing-or-null, +3506,2022-05-01,,cumulus__missing-or-null,ambulatory +3503,2022-11-01,,cumulus__missing-or-null, +3501,2019-07-01,,,ambulatory +3500,2018-01-01,,cumulus__missing-or-null,ambulatory +3492,2021-09-01,,cumulus__missing-or-null,ambulatory +3490,2023-03-01,,cumulus__missing-or-null, +3488,2018-05-01,,cumulus__missing-or-null,ambulatory +3481,2020-06-01,,cumulus__missing-or-null,ambulatory +3469,2023-01-01,,cumulus__missing-or-null, +3467,2020-02-01,,cumulus__missing-or-null,ambulatory +3458,2021-02-01,,cumulus__missing-or-null, +3456,2017-03-01,,cumulus__missing-or-null,ambulatory +3453,2017-08-01,,cumulus__missing-or-null, +3448,2022-10-01,,cumulus__missing-or-null,ambulatory +3444,2018-07-01,,cumulus__missing-or-null, +3443,2021-03-01,,cumulus__missing-or-null,ambulatory +3443,2017-10-01,,cumulus__missing-or-null,ambulatory +3435,2018-11-01,,cumulus__missing-or-null, +3433,2022-09-01,,cumulus__missing-or-null, +3431,2022-04-01,,cumulus__missing-or-null,ambulatory +3423,2021-11-01,,cumulus__missing-or-null, +3411,2019-11-01,,cumulus__missing-or-null, +3410,2021-02-01,,cumulus__missing-or-null,ambulatory +3409,2022-12-01,,cumulus__missing-or-null, +3406,2019-04-01,,cumulus__missing-or-null,ambulatory +3394,,2571-8,, +3394,,2571-8,cumulus__missing-or-null, +3394,,2093-3,, +3394,,2093-3,cumulus__missing-or-null, +3394,,2085-9,, +3394,,2085-9,cumulus__missing-or-null, +3394,,18262-6,, +3394,,18262-6,cumulus__missing-or-null, +3390,2017-04-01,,,ambulatory +3385,2016-06-01,,cumulus__missing-or-null, +3384,2023-01-01,,cumulus__missing-or-null,ambulatory +3380,2019-08-01,,cumulus__missing-or-null, +3375,2023-02-01,,cumulus__missing-or-null,ambulatory +3372,2020-10-01,,cumulus__missing-or-null,ambulatory +3359,2018-09-01,,cumulus__missing-or-null,ambulatory +3357,2019-05-01,,cumulus__missing-or-null, +3356,2016-12-01,,cumulus__missing-or-null, +3350,2020-01-01,,cumulus__missing-or-null, +3348,2017-05-01,,cumulus__missing-or-null, 3347,,,Urine protein test = ++ (finding), 3347,,20454-5,Urine protein test = ++ (finding), -3091,,,Urine protein test = ++ (finding),AMB -3091,,20454-5,Urine protein test = ++ (finding),AMB +3338,2022-02-01,,cumulus__missing-or-null, +3334,2019-11-01,,cumulus__missing-or-null,ambulatory +3334,2019-08-01,,cumulus__missing-or-null,ambulatory +3331,2022-09-01,,cumulus__missing-or-null,ambulatory +3330,2022-11-01,,cumulus__missing-or-null,ambulatory +3321,2018-10-01,,cumulus__missing-or-null,ambulatory +3316,2016-09-01,,cumulus__missing-or-null, +3310,2018-12-01,,cumulus__missing-or-null, +3300,2023-03-01,,cumulus__missing-or-null,ambulatory +3296,2017-06-01,,cumulus__missing-or-null, +3291,2019-09-01,,,ambulatory +3290,2020-07-01,,cumulus__missing-or-null, +3288,2017-12-01,,cumulus__missing-or-null,ambulatory +3286,2017-08-01,,cumulus__missing-or-null,ambulatory +3285,2022-02-01,,cumulus__missing-or-null,ambulatory +3285,2016-07-01,,cumulus__missing-or-null, +3278,2016-12-01,,cumulus__missing-or-null,ambulatory +3275,2019-12-01,,cumulus__missing-or-null, +3275,2017-09-01,,cumulus__missing-or-null, +3271,2021-11-01,,cumulus__missing-or-null,ambulatory +3263,2020-01-01,,cumulus__missing-or-null,ambulatory +3253,2017-05-01,,cumulus__missing-or-null,ambulatory +3234,2020-09-01,,cumulus__missing-or-null,ambulatory +3224,2019-05-01,,cumulus__missing-or-null,ambulatory +3188,2016-09-01,,cumulus__missing-or-null,ambulatory +3175,2019-10-01,,cumulus__missing-or-null, +3173,2018-02-01,,cumulus__missing-or-null, +3166,2016-08-01,,cumulus__missing-or-null, +3165,2017-02-01,,cumulus__missing-or-null, +3161,2022-08-01,,cumulus__missing-or-null, +3158,2020-05-01,,cumulus__missing-or-null,ambulatory +3154,2022-12-01,,cumulus__missing-or-null,ambulatory +3151,2018-04-01,,cumulus__missing-or-null,ambulatory +3150,2020-04-01,,cumulus__missing-or-null, +3139,2018-11-01,,cumulus__missing-or-null,ambulatory +3136,2016-06-01,,cumulus__missing-or-null,ambulatory +3120,2017-11-01,,cumulus__missing-or-null, +3120,2016-10-01,,cumulus__missing-or-null, +3107,2016-07-01,,cumulus__missing-or-null,ambulatory +3106,2019-12-01,,cumulus__missing-or-null,ambulatory +3095,2017-07-01,,cumulus__missing-or-null,ambulatory +3091,,,Urine protein test = ++ (finding),ambulatory +3091,,20454-5,Urine protein test = ++ (finding),ambulatory +3089,,2571-8,,ambulatory +3089,,2571-8,cumulus__missing-or-null,ambulatory +3089,,2093-3,,ambulatory +3089,,2093-3,cumulus__missing-or-null,ambulatory +3089,,2085-9,,ambulatory +3089,,2085-9,cumulus__missing-or-null,ambulatory +3089,,18262-6,,ambulatory +3089,,18262-6,cumulus__missing-or-null,ambulatory +3086,2017-09-01,,cumulus__missing-or-null,ambulatory +3077,2020-11-01,,cumulus__missing-or-null,ambulatory +3053,2022-08-01,,cumulus__missing-or-null,ambulatory +3047,2018-12-01,,cumulus__missing-or-null,ambulatory +3038,2018-07-01,,cumulus__missing-or-null,ambulatory +3034,2019-10-01,,cumulus__missing-or-null,ambulatory +3016,2020-07-01,,cumulus__missing-or-null,ambulatory +3010,2017-02-01,,cumulus__missing-or-null,ambulatory +3001,2020-04-01,,cumulus__missing-or-null,ambulatory +2998,2017-06-01,,cumulus__missing-or-null,ambulatory +2974,2016-08-01,,cumulus__missing-or-null,ambulatory +2963,2016-10-01,,cumulus__missing-or-null,ambulatory +2954,2018-02-01,,cumulus__missing-or-null,ambulatory +2931,2016-11-01,,cumulus__missing-or-null, +2908,2016-11-01,,cumulus__missing-or-null,ambulatory +2882,2017-11-01,,cumulus__missing-or-null,ambulatory +2873,2019-07-01,,cumulus__missing-or-null, +2835,2019-07-01,,cumulus__missing-or-null,ambulatory +2817,2017-04-01,,cumulus__missing-or-null, +2815,2019-09-01,,cumulus__missing-or-null, +2724,2017-04-01,,cumulus__missing-or-null,ambulatory +2641,2019-09-01,,cumulus__missing-or-null,ambulatory +2393,,,Ex-smoker (finding), +2393,,72166-2,Ex-smoker (finding), +2313,,,Ex-smoker (finding),ambulatory +2313,,72166-2,Ex-smoker (finding),ambulatory 2110,,,Urine ketone test = ++ (finding), 2110,,2514-8,Urine ketone test = ++ (finding), -1916,,,Urine ketone test = ++ (finding),AMB -1916,,2514-8,Urine ketone test = ++ (finding),AMB +2107,,59576-9,, +2107,,59576-9,cumulus__missing-or-null, +2104,,59576-9,,ambulatory +2104,,59576-9,cumulus__missing-or-null,ambulatory +2069,,76504-0,, +2069,,76504-0,cumulus__missing-or-null, +2003,,76504-0,,ambulatory +2003,,76504-0,cumulus__missing-or-null,ambulatory +1996,,82667-7,, +1996,,82667-7,cumulus__missing-or-null, +1946,,82667-7,,ambulatory +1946,,82667-7,cumulus__missing-or-null,ambulatory +1942,,75626-2,, +1942,,75626-2,cumulus__missing-or-null, +1916,,,Urine ketone test = ++ (finding),ambulatory +1916,,2514-8,Urine ketone test = ++ (finding),ambulatory +1900,,75626-2,,ambulatory +1900,,75626-2,cumulus__missing-or-null,ambulatory +1846,,718-7,, +1846,,718-7,cumulus__missing-or-null, +1841,,59461-4,, +1841,,59460-6,, +1841,,59460-6,cumulus__missing-or-null, +1840,,789-8,, +1840,,789-8,cumulus__missing-or-null, +1840,,787-2,, +1840,,787-2,cumulus__missing-or-null, +1840,,786-4,, +1840,,786-4,cumulus__missing-or-null, +1840,,785-6,, +1840,,785-6,cumulus__missing-or-null, +1840,,777-3,, +1840,,777-3,cumulus__missing-or-null, +1840,,6690-2,, +1840,,6690-2,cumulus__missing-or-null, +1772,,4544-3,, +1772,,4544-3,cumulus__missing-or-null, +1728,,59461-4,,ambulatory +1728,,59460-6,,ambulatory +1728,,59460-6,cumulus__missing-or-null,ambulatory +1653,,6768-6,, +1653,,6768-6,cumulus__missing-or-null, +1653,,2885-2,, +1653,,2885-2,cumulus__missing-or-null, +1653,,1975-2,, +1653,,1975-2,cumulus__missing-or-null, +1653,,1920-8,, +1653,,1920-8,cumulus__missing-or-null, +1653,,1751-7,, +1653,,1751-7,cumulus__missing-or-null, +1653,,1742-6,, +1653,,1742-6,cumulus__missing-or-null, +1546,,14959-1,, +1546,,14959-1,cumulus__missing-or-null, +1458,,32623-1,, +1458,,32623-1,cumulus__missing-or-null, +1458,,32207-3,, +1458,,32207-3,cumulus__missing-or-null, +1458,,21000-5,, +1458,,21000-5,cumulus__missing-or-null, +1430,,14959-1,,ambulatory +1430,,14959-1,cumulus__missing-or-null,ambulatory +1428,,718-7,,ambulatory +1428,,718-7,cumulus__missing-or-null,ambulatory +1422,,789-8,,ambulatory +1422,,789-8,cumulus__missing-or-null,ambulatory +1422,,787-2,,ambulatory +1422,,787-2,cumulus__missing-or-null,ambulatory +1422,,786-4,,ambulatory +1422,,786-4,cumulus__missing-or-null,ambulatory +1422,,785-6,,ambulatory +1422,,785-6,cumulus__missing-or-null,ambulatory +1422,,777-3,,ambulatory +1422,,777-3,cumulus__missing-or-null,ambulatory +1422,,6690-2,,ambulatory +1422,,6690-2,cumulus__missing-or-null,ambulatory +1400,,32623-1,,ambulatory +1400,,32623-1,cumulus__missing-or-null,ambulatory +1400,,32207-3,,ambulatory +1400,,32207-3,cumulus__missing-or-null,ambulatory +1400,,21000-5,,ambulatory +1400,,21000-5,cumulus__missing-or-null,ambulatory +1354,,4544-3,,ambulatory +1354,,4544-3,cumulus__missing-or-null,ambulatory +1292,,6768-6,,ambulatory +1292,,6768-6,cumulus__missing-or-null,ambulatory +1292,,2885-2,,ambulatory +1292,,2885-2,cumulus__missing-or-null,ambulatory +1292,,1975-2,,ambulatory +1292,,1975-2,cumulus__missing-or-null,ambulatory +1292,,1920-8,,ambulatory +1292,,1920-8,cumulus__missing-or-null,ambulatory +1292,,1751-7,,ambulatory +1292,,1751-7,cumulus__missing-or-null,ambulatory +1292,,1742-6,,ambulatory +1292,,1742-6,cumulus__missing-or-null,ambulatory +1275,,9843-4,, +1275,,9843-4,,ambulatory +1275,,9843-4,cumulus__missing-or-null, +1275,,9843-4,cumulus__missing-or-null,ambulatory +1275,,8289-1,, +1275,,8289-1,,ambulatory +1275,,8289-1,cumulus__missing-or-null, +1275,,8289-1,cumulus__missing-or-null,ambulatory +1275,,77606-2,, +1275,,77606-2,,ambulatory +1275,,77606-2,cumulus__missing-or-null, +1275,,77606-2,cumulus__missing-or-null,ambulatory +1271,,10834-0,, +1271,,10834-0,cumulus__missing-or-null, +1270,,10834-0,,ambulatory +1270,,10834-0,cumulus__missing-or-null,ambulatory 1237,,,Urine ketone test = + (finding), 1237,,2514-8,Urine ketone test = + (finding), -1175,,,Urine ketone test = + (finding),AMB -1175,,2514-8,Urine ketone test = + (finding),AMB +1175,,,Urine ketone test = + (finding),ambulatory +1175,,2514-8,Urine ketone test = + (finding),ambulatory 1153,,,Urine protein test = +++ (finding), 1153,,,Urine ketone test = +++ (finding), 1153,,2514-8,Urine ketone test = +++ (finding), 1153,,20454-5,Urine protein test = +++ (finding), -1110,,,Urine protein test = +++ (finding),AMB -1110,,,Urine ketone test = +++ (finding),AMB -1110,,2514-8,Urine ketone test = +++ (finding),AMB -1110,,20454-5,Urine protein test = +++ (finding),AMB -923,2021-05-01,,, -913,2020-03-01,,, -891,2021-08-01,,, -868,2021-05-01,,,AMB -857,2020-12-01,,, -852,2019-03-01,,, -847,2020-03-01,,,AMB -826,2020-12-01,,,AMB -816,2018-03-01,,, -815,2020-10-01,,, -815,2020-05-01,,, -814,2021-08-01,,,AMB -804,2021-10-01,,, -804,2021-09-01,,, -783,2020-11-01,,, -781,2019-04-01,,, -781,2019-02-01,,, -778,2021-07-01,,, -775,2019-03-01,,,AMB -772,2017-10-01,,, -771,2022-10-01,,, -771,2022-05-01,,, -760,2021-10-01,,,AMB -760,2019-11-01,,, -760,2019-01-01,,, -759,2022-11-01,,, -759,2020-11-01,,,AMB -759,2019-02-01,,,AMB -759,2018-06-01,,, -756,2021-01-01,,, -754,2020-08-01,,, -749,2020-10-01,,,AMB -748,2018-10-01,,, -748,2018-09-01,,, -742,2021-01-01,,,AMB -739,2018-03-01,,,AMB -738,2021-09-01,,,AMB -738,2021-06-01,,, -738,2020-05-01,,,AMB -738,2019-11-01,,,AMB -737,2020-02-01,,, -734,2021-07-01,,,AMB -728,2017-10-01,,,AMB -727,2022-10-01,,,AMB -727,2022-03-01,,, -727,2021-11-01,,, -727,2021-02-01,,, -726,2018-10-01,,,AMB -726,2017-12-01,,, -726,2016-09-01,,, +1110,,,Urine protein test = +++ (finding),ambulatory +1110,,,Urine ketone test = +++ (finding),ambulatory +1110,,2514-8,Urine ketone test = +++ (finding),ambulatory +1110,,20454-5,Urine protein test = +++ (finding),ambulatory +861,,8310-5,, +861,,8310-5,cumulus__missing-or-null, +860,,8331-1,, +860,,8331-1,cumulus__missing-or-null, 724,,,Urine protein test = + (finding), 724,,,Urine ketone test = trace (finding), 724,,2514-8,Urine ketone test = trace (finding), 724,,20454-5,Urine protein test = + (finding), -716,2022-03-01,,,AMB -716,2021-04-01,,, -716,2021-02-01,,,AMB -716,2020-06-01,,, -715,2020-02-01,,,AMB -715,2019-04-01,,,AMB -715,2017-01-01,,, -706,2022-06-01,,, -706,2017-11-01,,, -705,2022-07-01,,, -705,2022-05-01,,,AMB -705,2021-06-01,,,AMB -705,2021-04-01,,,AMB -705,2020-09-01,,, -705,2016-10-01,,, -705,2016-08-01,,, -704,2022-04-01,,, -704,2019-06-01,,, -704,2018-09-01,,,AMB -704,2018-08-01,,, -699,2020-08-01,,,AMB -694,2020-09-01,,,AMB -694,2018-04-01,,, -693,2022-11-01,,,AMB -693,2019-06-01,,,AMB -693,2018-06-01,,,AMB -693,2018-05-01,,, -693,2016-12-01,,, -692,2020-04-01,,, -690,2020-06-01,,,AMB -689,2017-08-01,,, -688,2019-05-01,,, -683,2021-12-01,,, -683,2016-06-01,,, -682,2018-11-01,,, -682,2018-08-01,,,AMB -682,2017-02-01,,, -682,2016-09-01,,,AMB -679,2016-07-01,,, -674,2018-01-01,,, -674,2016-11-01,,, -674,2016-11-01,,,AMB -673,,,Urine protein test = + (finding),AMB -673,,,Urine ketone test = trace (finding),AMB -673,,2514-8,Urine ketone test = trace (finding),AMB -673,,20454-5,Urine protein test = + (finding),AMB -672,2022-07-01,,,AMB -672,2019-01-01,,,AMB -671,2023-03-01,,, -671,2021-11-01,,,AMB -671,2019-10-01,,, -671,2017-12-01,,,AMB -671,2017-05-01,,, -671,2016-12-01,,,AMB -667,2017-08-01,,,AMB -663,2023-01-01,,, -663,2019-12-01,,, -661,2019-08-01,,, -661,2017-07-01,,, +687,,8331-1,,ambulatory +687,,8331-1,cumulus__missing-or-null,ambulatory +687,,8310-5,,ambulatory +687,,8310-5,cumulus__missing-or-null,ambulatory +673,,,Urine protein test = + (finding),ambulatory +673,,,Urine ketone test = trace (finding),ambulatory +673,,2514-8,Urine ketone test = trace (finding),ambulatory +673,,20454-5,Urine protein test = + (finding),ambulatory 660,,,Negative (qualifier value), -660,,,Negative (qualifier value),AMB -660,2023-02-01,,, -660,2020-01-01,,, -660,2018-12-01,,, -660,2018-11-01,,,AMB -650,2021-12-01,,,AMB -650,2019-08-01,,,AMB -650,2018-04-01,,,AMB -650,2016-10-01,,,AMB -649,2022-09-01,,, -649,2017-03-01,,, -644,2019-05-01,,,AMB -641,2023-01-01,,,AMB -641,2021-03-01,,, -640,2022-06-01,,,AMB -640,2017-11-01,,,AMB -639,2016-08-01,,,AMB -638,2022-12-01,,, -638,2018-07-01,,, -638,2018-05-01,,,AMB -638,2018-02-01,,, -638,2017-05-01,,,AMB -637,2020-04-01,,,AMB -628,2022-08-01,,, -627,2022-04-01,,,AMB -627,2020-01-01,,,AMB -627,2017-09-01,,, -621,2020-07-01,,, -616,2022-09-01,,,AMB -616,2022-01-01,,, -616,2022-01-01,,,AMB -616,2018-12-01,,,AMB -616,2017-01-01,,,AMB -607,2018-01-01,,,AMB -606,2022-02-01,,, -605,2023-03-01,,,AMB -605,2019-10-01,,,AMB -605,2017-02-01,,,AMB -602,2016-07-01,,,AMB -597,2019-12-01,,,AMB -595,2017-04-01,,, -595,2016-06-01,,,AMB -594,2023-02-01,,,AMB -594,2019-09-01,,, -594,2018-07-01,,,AMB -586,2021-03-01,,,AMB -584,2022-08-01,,,AMB -584,2022-02-01,,,AMB -584,2017-07-01,,,AMB -583,2017-03-01,,,AMB -572,2018-02-01,,,AMB -572,2017-09-01,,,AMB -555,2020-07-01,,,AMB -551,2017-04-01,,,AMB -550,2022-12-01,,,AMB -550,2019-07-01,,, -539,2019-09-01,,,AMB -539,2019-07-01,,,AMB -486,2017-06-01,,, -464,2017-06-01,,,AMB -336,,,Urine smell ammoniacal (finding),EMER -336,,,Urine nitrite negative (finding),EMER -336,,,Urine leukocyte test negative (finding),EMER -336,,,Urine glucose test = ++ (finding),EMER -336,,,Urine blood test = negative (finding),EMER -336,,,Translucent (qualifier value),EMER -336,,,Finding of bilirubin in urine (finding),EMER -336,,,Cloudy urine (finding),EMER -336,,,Brown color (qualifier value),EMER -336,,5802-4,,EMER -336,,5802-4,Urine nitrite negative (finding),EMER -336,,5799-2,,EMER -336,,5799-2,Urine leukocyte test negative (finding),EMER -336,,5794-3,,EMER -336,,5794-3,Urine blood test = negative (finding),EMER -336,,5778-6,,EMER -336,,5778-6,Brown color (qualifier value),EMER -336,,5770-3,,EMER -336,,5770-3,Finding of bilirubin in urine (finding),EMER -336,,5767-9,,EMER -336,,5767-9,Cloudy urine (finding),EMER -336,,34533-0,,EMER -336,,34533-0,Urine smell ammoniacal (finding),EMER -336,,32167-9,,EMER -336,,32167-9,Translucent (qualifier value),EMER -336,,25428-4,,EMER -336,,25428-4,Urine glucose test = ++ (finding),EMER -336,,2514-8,,EMER -336,,20454-5,,EMER -256,,,Urine protein test = ++ (finding),EMER -256,,20454-5,Urine protein test = ++ (finding),EMER -194,,,Urine ketone test = ++ (finding),EMER -194,,2514-8,Urine ketone test = ++ (finding),EMER -172,,,,IMP +660,,,Negative (qualifier value),ambulatory +629,,,Low Risk (MFS Score 0 - 24), +629,,59461-4,Low Risk (MFS Score 0 - 24), +628,,,High Risk (MFS Score 50+), +628,,59461-4,High Risk (MFS Score 50+), +599,,,Low Risk (MFS Score 0 - 24),ambulatory +599,,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +585,,,High Risk (MFS Score 50+),ambulatory +585,,59461-4,High Risk (MFS Score 50+),ambulatory +584,,,Moderate Risk (MFS Score 25 - 45), +584,,59461-4,Moderate Risk (MFS Score 25 - 45), +570,,59408-5,, +570,,59408-5,cumulus__missing-or-null, +570,,2708-6,, +570,,2708-6,cumulus__missing-or-null, +544,,,Moderate Risk (MFS Score 25 - 45),ambulatory +544,,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +520,,89204-2,, +520,,89204-2,cumulus__missing-or-null, +518,,89204-2,,ambulatory +518,,89204-2,cumulus__missing-or-null,ambulatory +477,,33914-3,,emergency +477,,33914-3,cumulus__missing-or-null,emergency +434,,59408-5,,inpatient encounter +434,,59408-5,cumulus__missing-or-null,inpatient encounter +434,,2708-6,,inpatient encounter +434,,2708-6,cumulus__missing-or-null,inpatient encounter +393,,789-8,,inpatient encounter +393,,789-8,cumulus__missing-or-null,inpatient encounter +393,,787-2,,inpatient encounter +393,,787-2,cumulus__missing-or-null,inpatient encounter +393,,786-4,,inpatient encounter +393,,786-4,cumulus__missing-or-null,inpatient encounter +393,,785-6,,inpatient encounter +393,,785-6,cumulus__missing-or-null,inpatient encounter +393,,777-3,,inpatient encounter +393,,777-3,cumulus__missing-or-null,inpatient encounter +393,,718-7,,inpatient encounter +393,,718-7,cumulus__missing-or-null,inpatient encounter +393,,6690-2,,inpatient encounter +393,,6690-2,cumulus__missing-or-null,inpatient encounter +393,,4544-3,,inpatient encounter +393,,4544-3,cumulus__missing-or-null,inpatient encounter +382,,788-0,, +382,,788-0,cumulus__missing-or-null, +362,2017-01-01,,,emergency +360,,3094-0,,emergency +360,,3094-0,cumulus__missing-or-null,emergency +360,,2951-2,,emergency +360,,2951-2,cumulus__missing-or-null,emergency +360,,2823-3,,emergency +360,,2823-3,cumulus__missing-or-null,emergency +360,,2345-7,,emergency +360,,2345-7,cumulus__missing-or-null,emergency +360,,2160-0,,emergency +360,,2160-0,cumulus__missing-or-null,emergency +360,,2075-0,,emergency +360,,2075-0,cumulus__missing-or-null,emergency +360,,2028-9,,emergency +360,,2028-9,cumulus__missing-or-null,emergency +360,,17861-6,,emergency +360,,17861-6,cumulus__missing-or-null,emergency +350,,33914-3,,inpatient encounter +350,,33914-3,cumulus__missing-or-null,inpatient encounter +336,,,Urine smell ammoniacal (finding),emergency +336,,,Urine nitrite negative (finding),emergency +336,,,Urine leukocyte test negative (finding),emergency +336,,,Urine glucose test = ++ (finding),emergency +336,,,Urine blood test = negative (finding),emergency +336,,,Translucent (qualifier value),emergency +336,,,Finding of bilirubin in urine (finding),emergency +336,,,Cloudy urine (finding),emergency +336,,,Brown color (qualifier value),emergency +336,,788-0,,inpatient encounter +336,,788-0,cumulus__missing-or-null,inpatient encounter +336,,72514-3,,emergency +336,,72514-3,cumulus__missing-or-null,emergency +336,,6768-6,,inpatient encounter +336,,6768-6,cumulus__missing-or-null,inpatient encounter +336,,5811-5,,emergency +336,,5811-5,cumulus__missing-or-null,emergency +336,,5804-0,,emergency +336,,5804-0,cumulus__missing-or-null,emergency +336,,5803-2,,emergency +336,,5803-2,cumulus__missing-or-null,emergency +336,,5802-4,,emergency +336,,5802-4,Urine nitrite negative (finding),emergency +336,,5799-2,,emergency +336,,5799-2,Urine leukocyte test negative (finding),emergency +336,,5797-6,,emergency +336,,5797-6,cumulus__missing-or-null,emergency +336,,5794-3,,emergency +336,,5794-3,Urine blood test = negative (finding),emergency +336,,5792-7,,emergency +336,,5792-7,cumulus__missing-or-null,emergency +336,,5778-6,,emergency +336,,5778-6,Brown color (qualifier value),emergency +336,,5770-3,,emergency +336,,5770-3,Finding of bilirubin in urine (finding),emergency +336,,5767-9,,emergency +336,,5767-9,Cloudy urine (finding),emergency +336,,4548-4,,emergency +336,,4548-4,cumulus__missing-or-null,emergency +336,,34533-0,,emergency +336,,34533-0,Urine smell ammoniacal (finding),emergency +336,,32167-9,,emergency +336,,32167-9,Translucent (qualifier value),emergency +336,,3094-0,,inpatient encounter +336,,3094-0,cumulus__missing-or-null,inpatient encounter +336,,2951-2,,inpatient encounter +336,,2951-2,cumulus__missing-or-null,inpatient encounter +336,,2885-2,,inpatient encounter +336,,2885-2,cumulus__missing-or-null,inpatient encounter +336,,2823-3,,inpatient encounter +336,,2823-3,cumulus__missing-or-null,inpatient encounter +336,,25428-4,,emergency +336,,25428-4,Urine glucose test = ++ (finding),emergency +336,,2514-8,,emergency +336,,2345-7,,inpatient encounter +336,,2345-7,cumulus__missing-or-null,inpatient encounter +336,,2160-0,,inpatient encounter +336,,2160-0,cumulus__missing-or-null,inpatient encounter +336,,2075-0,,inpatient encounter +336,,2075-0,cumulus__missing-or-null,inpatient encounter +336,,20505-4,,emergency +336,,20505-4,cumulus__missing-or-null,emergency +336,,20454-5,,emergency +336,,2028-9,,inpatient encounter +336,,2028-9,cumulus__missing-or-null,inpatient encounter +336,,1975-2,,inpatient encounter +336,,1975-2,cumulus__missing-or-null,inpatient encounter +336,,1920-8,,inpatient encounter +336,,1920-8,cumulus__missing-or-null,inpatient encounter +336,,17861-6,,inpatient encounter +336,,17861-6,cumulus__missing-or-null,inpatient encounter +336,,1751-7,,inpatient encounter +336,,1751-7,cumulus__missing-or-null,inpatient encounter +336,,1742-6,,inpatient encounter +336,,1742-6,cumulus__missing-or-null,inpatient encounter +323,,44261-6,, +323,,44261-6,cumulus__missing-or-null, +315,,44261-6,,ambulatory +315,,44261-6,cumulus__missing-or-null,ambulatory +305,2019-03-01,,,emergency +256,,,Urine protein test = ++ (finding),emergency +256,,20454-5,Urine protein test = ++ (finding),emergency +255,2017-01-01,,cumulus__missing-or-null,emergency +239,2017-03-01,72514-3,, +239,2017-03-01,72514-3,cumulus__missing-or-null, +233,2017-03-01,72514-3,,ambulatory +233,2017-03-01,72514-3,cumulus__missing-or-null,ambulatory +232,,29463-7,,inpatient encounter +232,,29463-7,,emergency +232,,29463-7,cumulus__missing-or-null,inpatient encounter +232,,29463-7,cumulus__missing-or-null,emergency +229,,19123-9,, +229,,19123-9,cumulus__missing-or-null, +228,2022-07-01,72514-3,, +228,2022-07-01,72514-3,cumulus__missing-or-null, +226,2019-03-01,,cumulus__missing-or-null,emergency +225,2022-07-01,72514-3,,ambulatory +225,2022-07-01,72514-3,cumulus__missing-or-null,ambulatory +225,2018-03-01,72514-3,, +225,2018-03-01,72514-3,cumulus__missing-or-null, +222,2018-03-01,72514-3,,ambulatory +222,2018-03-01,72514-3,cumulus__missing-or-null,ambulatory +221,,89579-7,, +221,,89579-7,cumulus__missing-or-null, +220,,2744-1,, +220,,2744-1,cumulus__missing-or-null, +220,,2703-7,, +220,,2703-7,cumulus__missing-or-null, +220,,2019-8,, +220,,2019-8,cumulus__missing-or-null, +220,,1960-4,, +220,,1960-4,cumulus__missing-or-null, +220,2020-03-01,72514-3,, +220,2020-03-01,72514-3,cumulus__missing-or-null, +218,2022-10-01,72514-3,, +218,2022-10-01,72514-3,cumulus__missing-or-null, +218,2022-06-01,72514-3,, +218,2022-06-01,72514-3,cumulus__missing-or-null, +217,,19926-5,, +217,,19926-5,cumulus__missing-or-null, +216,,9279-1,,emergency +216,,9279-1,cumulus__missing-or-null,emergency +216,,8867-4,,emergency +216,,8867-4,cumulus__missing-or-null,emergency +216,,85354-9,,emergency +216,,85354-9,cumulus__missing-or-null,emergency +216,,8302-2,,emergency +216,,8302-2,cumulus__missing-or-null,emergency +216,,72166-2,,emergency +216,,6301-6,, +216,,6301-6,cumulus__missing-or-null, +216,,39156-5,,emergency +216,,39156-5,cumulus__missing-or-null,emergency +215,2022-09-01,72514-3,, +215,2022-09-01,72514-3,cumulus__missing-or-null, +214,2022-10-01,72514-3,,ambulatory +214,2022-10-01,72514-3,cumulus__missing-or-null,ambulatory +214,2022-06-01,72514-3,,ambulatory +214,2022-06-01,72514-3,cumulus__missing-or-null,ambulatory +214,2022-05-01,72514-3,, +214,2022-05-01,72514-3,cumulus__missing-or-null, +213,,93025-5,,emergency +213,,93025-5,cumulus__missing-or-null,emergency +213,2023-01-01,72514-3,, +213,2023-01-01,72514-3,cumulus__missing-or-null, +213,2022-04-01,72514-3,, +213,2022-04-01,72514-3,cumulus__missing-or-null, +213,2020-03-01,72514-3,,ambulatory +213,2020-03-01,72514-3,cumulus__missing-or-null,ambulatory +212,2018-01-01,72514-3,, +212,2018-01-01,72514-3,cumulus__missing-or-null, +211,,19926-5,,ambulatory +211,,19926-5,cumulus__missing-or-null,ambulatory +211,2023-03-01,72514-3,, +211,2023-03-01,72514-3,cumulus__missing-or-null, +211,2022-09-01,72514-3,,ambulatory +211,2022-09-01,72514-3,cumulus__missing-or-null,ambulatory +211,2021-12-01,72514-3,, +211,2021-12-01,72514-3,cumulus__missing-or-null, +210,2021-10-01,72514-3,, +210,2021-10-01,72514-3,cumulus__missing-or-null, +210,2018-08-01,72514-3,, +210,2018-08-01,72514-3,cumulus__missing-or-null, +210,2017-06-01,72514-3,, +210,2017-06-01,72514-3,cumulus__missing-or-null, +209,2017-01-01,72514-3,, +209,2017-01-01,72514-3,cumulus__missing-or-null, +208,2021-12-01,72514-3,,ambulatory +208,2021-12-01,72514-3,cumulus__missing-or-null,ambulatory +208,2018-04-01,72514-3,, +208,2018-04-01,72514-3,cumulus__missing-or-null, +208,2018-01-01,72514-3,,ambulatory +208,2018-01-01,72514-3,cumulus__missing-or-null,ambulatory +208,2016-06-01,72514-3,, +208,2016-06-01,72514-3,cumulus__missing-or-null, +207,2023-03-01,72514-3,,ambulatory +207,2023-03-01,72514-3,cumulus__missing-or-null,ambulatory +207,2022-05-01,72514-3,,ambulatory +207,2022-05-01,72514-3,cumulus__missing-or-null,ambulatory +207,2021-07-01,72514-3,, +207,2021-07-01,72514-3,cumulus__missing-or-null, +207,2018-08-01,72514-3,,ambulatory +207,2018-08-01,72514-3,cumulus__missing-or-null,ambulatory +207,2017-07-01,72514-3,, +207,2017-07-01,72514-3,cumulus__missing-or-null, +207,2017-05-01,72514-3,, +207,2017-05-01,72514-3,cumulus__missing-or-null, +206,2022-12-01,72514-3,, +206,2022-12-01,72514-3,cumulus__missing-or-null, +206,2021-10-01,72514-3,,ambulatory +206,2021-10-01,72514-3,cumulus__missing-or-null,ambulatory +206,2020-12-01,29463-7,, +206,2020-12-01,29463-7,cumulus__missing-or-null, +206,2018-05-01,72514-3,, +206,2018-05-01,72514-3,cumulus__missing-or-null, +205,2023-01-01,72514-3,,ambulatory +205,2023-01-01,72514-3,cumulus__missing-or-null,ambulatory +205,2020-12-01,85354-9,, +205,2020-12-01,85354-9,cumulus__missing-or-null, +205,2017-06-01,72514-3,,ambulatory +205,2017-06-01,72514-3,cumulus__missing-or-null,ambulatory +204,2022-08-01,72514-3,, +204,2022-08-01,72514-3,cumulus__missing-or-null, +204,2022-04-01,72514-3,,ambulatory +204,2022-04-01,72514-3,cumulus__missing-or-null,ambulatory +204,2020-12-01,9279-1,, +204,2020-12-01,9279-1,cumulus__missing-or-null, +204,2020-12-01,8867-4,, +204,2020-12-01,8867-4,cumulus__missing-or-null, +204,2019-01-01,72514-3,, +204,2019-01-01,72514-3,cumulus__missing-or-null, +204,2018-04-01,72514-3,,ambulatory +204,2018-04-01,72514-3,cumulus__missing-or-null,ambulatory +204,2016-12-01,72514-3,, +204,2016-12-01,72514-3,cumulus__missing-or-null, +203,2022-11-01,72514-3,, +203,2022-11-01,72514-3,cumulus__missing-or-null, +203,2022-03-01,72514-3,, +203,2022-03-01,72514-3,cumulus__missing-or-null, +202,,2744-1,,inpatient encounter +202,,2744-1,cumulus__missing-or-null,inpatient encounter +202,,2703-7,,inpatient encounter +202,,2703-7,cumulus__missing-or-null,inpatient encounter +202,,2019-8,,inpatient encounter +202,,2019-8,cumulus__missing-or-null,inpatient encounter +202,,1960-4,,inpatient encounter +202,,1960-4,cumulus__missing-or-null,inpatient encounter +202,2022-08-01,72514-3,,ambulatory +202,2022-08-01,72514-3,cumulus__missing-or-null,ambulatory +202,2021-07-01,72514-3,,ambulatory +202,2021-07-01,72514-3,cumulus__missing-or-null,ambulatory +202,2017-12-01,72514-3,, +202,2017-12-01,72514-3,cumulus__missing-or-null, +201,2022-03-01,72514-3,,ambulatory +201,2022-03-01,72514-3,cumulus__missing-or-null,ambulatory +201,2021-08-01,72514-3,, +201,2021-08-01,72514-3,cumulus__missing-or-null, +201,2021-06-01,72514-3,, +201,2021-06-01,72514-3,cumulus__missing-or-null, +201,2018-05-01,72514-3,,ambulatory +201,2018-05-01,72514-3,cumulus__missing-or-null,ambulatory +201,2017-05-01,72514-3,,ambulatory +201,2017-05-01,72514-3,cumulus__missing-or-null,ambulatory +201,2016-12-01,72514-3,,ambulatory +201,2016-12-01,72514-3,cumulus__missing-or-null,ambulatory +199,2022-02-01,72514-3,, +199,2022-02-01,72514-3,cumulus__missing-or-null, +199,2022-01-01,72514-3,, +199,2022-01-01,72514-3,cumulus__missing-or-null, +199,2021-06-01,72514-3,,ambulatory +199,2021-06-01,72514-3,cumulus__missing-or-null,ambulatory +199,2017-08-01,72514-3,, +199,2017-08-01,72514-3,cumulus__missing-or-null, +199,2016-06-01,72514-3,,ambulatory +199,2016-06-01,72514-3,cumulus__missing-or-null,ambulatory +198,2022-11-01,72514-3,,ambulatory +198,2022-11-01,72514-3,cumulus__missing-or-null,ambulatory +198,2021-03-01,72514-3,, +198,2021-03-01,72514-3,cumulus__missing-or-null, +198,2017-12-01,72514-3,,ambulatory +198,2017-12-01,72514-3,cumulus__missing-or-null,ambulatory +198,2017-07-01,72514-3,,ambulatory +198,2017-07-01,72514-3,cumulus__missing-or-null,ambulatory +198,2017-01-01,72514-3,,ambulatory +198,2017-01-01,72514-3,cumulus__missing-or-null,ambulatory +197,,6301-6,,inpatient encounter +197,,6301-6,cumulus__missing-or-null,inpatient encounter +197,,2276-4,, +197,,2276-4,cumulus__missing-or-null, +197,2022-12-01,72514-3,,ambulatory +197,2022-12-01,72514-3,cumulus__missing-or-null,ambulatory +197,2016-09-01,72514-3,, +197,2016-09-01,72514-3,cumulus__missing-or-null, +196,2022-02-01,72514-3,,ambulatory +196,2022-02-01,72514-3,cumulus__missing-or-null,ambulatory +196,2022-01-01,72514-3,,ambulatory +196,2022-01-01,72514-3,cumulus__missing-or-null,ambulatory +196,2017-10-01,72514-3,, +196,2017-10-01,72514-3,cumulus__missing-or-null, +196,2016-10-01,72514-3,, +196,2016-10-01,72514-3,cumulus__missing-or-null, +195,2023-02-01,72514-3,, +195,2023-02-01,72514-3,cumulus__missing-or-null, +195,2019-03-01,72514-3,, +195,2019-03-01,72514-3,cumulus__missing-or-null, +195,2017-08-01,72514-3,,ambulatory +195,2017-08-01,72514-3,cumulus__missing-or-null,ambulatory +194,,,Urine ketone test = ++ (finding),emergency +194,,2514-8,Urine ketone test = ++ (finding),emergency +194,2021-08-01,72514-3,,ambulatory +194,2021-08-01,72514-3,cumulus__missing-or-null,ambulatory +194,2016-07-01,72514-3,, +194,2016-07-01,72514-3,cumulus__missing-or-null, +193,2021-09-01,72514-3,, +193,2021-09-01,72514-3,cumulus__missing-or-null, +193,2019-01-01,72514-3,,ambulatory +193,2019-01-01,72514-3,cumulus__missing-or-null,ambulatory +193,2018-06-01,72514-3,, +193,2018-06-01,72514-3,cumulus__missing-or-null, +193,2017-02-01,72514-3,, +193,2017-02-01,72514-3,cumulus__missing-or-null, +192,2021-03-01,72514-3,,ambulatory +192,2021-03-01,72514-3,cumulus__missing-or-null,ambulatory +192,2016-09-01,72514-3,,ambulatory +192,2016-09-01,72514-3,cumulus__missing-or-null,ambulatory +191,2023-02-01,72514-3,,ambulatory +191,2023-02-01,72514-3,cumulus__missing-or-null,ambulatory +189,2019-03-01,72514-3,,ambulatory +189,2019-03-01,72514-3,cumulus__missing-or-null,ambulatory +189,2016-10-01,72514-3,,ambulatory +189,2016-10-01,72514-3,cumulus__missing-or-null,ambulatory +188,,5902-2,, +188,,5902-2,cumulus__missing-or-null, +188,2021-09-01,72514-3,,ambulatory +188,2021-09-01,72514-3,cumulus__missing-or-null,ambulatory +188,2017-10-01,72514-3,,ambulatory +188,2017-10-01,72514-3,cumulus__missing-or-null,ambulatory +188,2017-02-01,72514-3,,ambulatory +188,2017-02-01,72514-3,cumulus__missing-or-null,ambulatory +187,,6299-2,,emergency +187,,6299-2,cumulus__missing-or-null,emergency +187,,6298-4,,emergency +187,,6298-4,cumulus__missing-or-null,emergency +187,,49765-1,,emergency +187,,49765-1,cumulus__missing-or-null,emergency +187,,38483-4,,emergency +187,,38483-4,cumulus__missing-or-null,emergency +187,,2947-0,,emergency +187,,2947-0,cumulus__missing-or-null,emergency +187,,2339-0,,emergency +187,,2339-0,cumulus__missing-or-null,emergency +187,,2069-3,,emergency +187,,2069-3,cumulus__missing-or-null,emergency +187,,20565-8,,emergency +187,,20565-8,cumulus__missing-or-null,emergency +187,2020-06-01,72514-3,, +187,2020-06-01,72514-3,cumulus__missing-or-null, +187,2019-04-01,72514-3,, +187,2019-04-01,72514-3,cumulus__missing-or-null, +187,2017-04-01,72514-3,, +187,2017-04-01,72514-3,cumulus__missing-or-null, +187,2016-07-01,72514-3,,ambulatory +187,2016-07-01,72514-3,cumulus__missing-or-null,ambulatory +186,2020-06-01,72514-3,,ambulatory +186,2020-06-01,72514-3,cumulus__missing-or-null,ambulatory +186,2018-06-01,72514-3,,ambulatory +186,2018-06-01,72514-3,cumulus__missing-or-null,ambulatory +186,2017-09-01,72514-3,, +186,2017-09-01,72514-3,cumulus__missing-or-null, +185,2021-11-01,72514-3,, +185,2021-11-01,72514-3,cumulus__missing-or-null, +185,2021-05-01,72514-3,, +185,2021-05-01,72514-3,cumulus__missing-or-null, +184,,19123-9,,inpatient encounter +184,,19123-9,cumulus__missing-or-null,inpatient encounter +184,2018-02-01,72514-3,, +184,2018-02-01,72514-3,cumulus__missing-or-null, +183,2018-07-01,72514-3,, +183,2018-07-01,72514-3,cumulus__missing-or-null, +183,2017-04-01,72514-3,,ambulatory +183,2017-04-01,72514-3,cumulus__missing-or-null,ambulatory +182,2021-01-01,72514-3,, +182,2021-01-01,72514-3,cumulus__missing-or-null, +182,2016-08-01,72514-3,, +182,2016-08-01,72514-3,cumulus__missing-or-null, +181,2020-12-01,72514-3,, +181,2020-12-01,72514-3,cumulus__missing-or-null, +181,2019-06-01,72514-3,, +181,2019-06-01,72514-3,cumulus__missing-or-null, +181,2019-04-01,72514-3,,ambulatory +181,2019-04-01,72514-3,cumulus__missing-or-null,ambulatory +181,2018-09-01,72514-3,, +181,2018-09-01,72514-3,cumulus__missing-or-null, +180,2021-11-01,72514-3,,ambulatory +180,2021-11-01,72514-3,cumulus__missing-or-null,ambulatory +180,2021-05-01,72514-3,,ambulatory +180,2021-05-01,72514-3,cumulus__missing-or-null,ambulatory +180,2017-09-01,72514-3,,ambulatory +180,2017-09-01,72514-3,cumulus__missing-or-null,ambulatory +179,,5902-2,,inpatient encounter +179,,5902-2,cumulus__missing-or-null,inpatient encounter +179,2020-12-01,72514-3,,ambulatory +179,2020-12-01,72514-3,cumulus__missing-or-null,ambulatory +179,2018-07-01,72514-3,,ambulatory +179,2018-07-01,72514-3,cumulus__missing-or-null,ambulatory +178,2021-01-01,72514-3,,ambulatory +178,2021-01-01,72514-3,cumulus__missing-or-null,ambulatory +177,2019-06-01,72514-3,,ambulatory +177,2019-06-01,72514-3,cumulus__missing-or-null,ambulatory +177,2018-09-01,72514-3,,ambulatory +177,2018-09-01,72514-3,cumulus__missing-or-null,ambulatory +176,2020-07-01,72514-3,, +176,2020-07-01,72514-3,cumulus__missing-or-null, +176,2019-03-01,85354-9,, +176,2019-03-01,85354-9,cumulus__missing-or-null, +176,2018-12-01,72514-3,, +176,2018-12-01,72514-3,cumulus__missing-or-null, +176,2016-08-01,72514-3,,ambulatory +176,2016-08-01,72514-3,cumulus__missing-or-null,ambulatory +175,,89579-7,,inpatient encounter +175,,89579-7,cumulus__missing-or-null,inpatient encounter +175,2018-10-01,72514-3,, +175,2018-10-01,72514-3,cumulus__missing-or-null, +174,,8310-5,,inpatient encounter +174,,8310-5,cumulus__missing-or-null,inpatient encounter +174,,751-8,, +174,,751-8,,inpatient encounter +174,,751-8,cumulus__missing-or-null, +174,,751-8,cumulus__missing-or-null,inpatient encounter +174,2020-08-01,72514-3,, +174,2020-08-01,72514-3,cumulus__missing-or-null, +174,2020-01-01,72514-3,, +174,2020-01-01,72514-3,cumulus__missing-or-null, +174,2019-03-01,85354-9,,ambulatory +174,2019-03-01,85354-9,cumulus__missing-or-null,ambulatory +174,2018-02-01,72514-3,,ambulatory +174,2018-02-01,72514-3,cumulus__missing-or-null,ambulatory +173,,8331-1,,inpatient encounter +173,,8331-1,cumulus__missing-or-null,inpatient encounter +173,,770-8,, +173,,770-8,,inpatient encounter +173,,770-8,cumulus__missing-or-null, +173,,770-8,cumulus__missing-or-null,inpatient encounter +173,,742-7,, +173,,742-7,,inpatient encounter +173,,742-7,cumulus__missing-or-null, +173,,742-7,cumulus__missing-or-null,inpatient encounter +173,,736-9,, +173,,736-9,,inpatient encounter +173,,736-9,cumulus__missing-or-null, +173,,736-9,cumulus__missing-or-null,inpatient encounter +173,,731-0,, +173,,731-0,,inpatient encounter +173,,731-0,cumulus__missing-or-null, +173,,731-0,cumulus__missing-or-null,inpatient encounter +173,,713-8,, +173,,713-8,,inpatient encounter +173,,713-8,cumulus__missing-or-null, +173,,713-8,cumulus__missing-or-null,inpatient encounter +173,,711-2,, +173,,711-2,,inpatient encounter +173,,711-2,cumulus__missing-or-null, 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+114,2017-10-01,8867-4,cumulus__missing-or-null,ambulatory +114,2017-10-01,8302-2,,ambulatory +114,2017-10-01,8302-2,cumulus__missing-or-null,ambulatory +114,2017-10-01,72166-2,,ambulatory +114,2017-07-01,39156-5,,ambulatory +114,2017-07-01,39156-5,cumulus__missing-or-null,ambulatory +114,2017-01-01,39156-5,, +114,2017-01-01,39156-5,cumulus__missing-or-null, +114,2016-12-01,9279-1,, +114,2016-12-01,9279-1,cumulus__missing-or-null, +114,2016-12-01,8867-4,, +114,2016-12-01,8867-4,cumulus__missing-or-null, +114,2016-12-01,85354-9,,ambulatory +114,2016-12-01,85354-9,cumulus__missing-or-null,ambulatory +114,2016-12-01,8302-2,, +114,2016-12-01,8302-2,cumulus__missing-or-null, +114,2016-12-01,72166-2,, +114,2016-12-01,29463-7,, +114,2016-12-01,29463-7,cumulus__missing-or-null, +114,2016-08-01,85354-9,, +114,2016-08-01,85354-9,cumulus__missing-or-null, +113,,59461-4,,emergency +113,,59460-6,,emergency +113,,59460-6,cumulus__missing-or-null,emergency +113,2022-11-01,9279-1,, +113,2022-11-01,9279-1,cumulus__missing-or-null, +113,2022-11-01,8867-4,, +113,2022-11-01,8867-4,cumulus__missing-or-null, +113,2022-11-01,85354-9,, +113,2022-11-01,85354-9,cumulus__missing-or-null, +113,2022-11-01,8302-2,, +113,2022-11-01,8302-2,cumulus__missing-or-null, +113,2022-11-01,72166-2,, +113,2022-11-01,29463-7,, +113,2022-11-01,29463-7,cumulus__missing-or-null, +113,2022-08-01,85354-9,,ambulatory +113,2022-08-01,85354-9,cumulus__missing-or-null,ambulatory +113,2021-09-01,39156-5,, +113,2021-09-01,39156-5,cumulus__missing-or-null, +113,2021-06-01,,Never smoked tobacco (finding), +113,2021-06-01,,Never smoked tobacco (finding),ambulatory +113,2021-06-01,72166-2,Never smoked tobacco (finding), +113,2021-06-01,72166-2,Never smoked tobacco (finding),ambulatory +113,2021-05-01,39156-5,, +113,2021-05-01,39156-5,cumulus__missing-or-null, +113,2021-04-01,39156-5,,ambulatory +113,2021-04-01,39156-5,cumulus__missing-or-null,ambulatory +113,2020-09-01,9279-1,,ambulatory +113,2020-09-01,9279-1,cumulus__missing-or-null,ambulatory +113,2020-09-01,8867-4,,ambulatory +113,2020-09-01,8867-4,cumulus__missing-or-null,ambulatory +113,2020-09-01,29463-7,,ambulatory +113,2020-09-01,29463-7,cumulus__missing-or-null,ambulatory +113,2020-02-01,39156-5,,ambulatory +113,2020-02-01,39156-5,cumulus__missing-or-null,ambulatory +113,2019-10-01,85354-9,,ambulatory +113,2019-10-01,85354-9,cumulus__missing-or-null,ambulatory +113,2019-03-01,,Never smoked tobacco (finding), +113,2019-03-01,72166-2,Never smoked tobacco (finding), +113,2018-04-01,9279-1,, +113,2018-04-01,9279-1,cumulus__missing-or-null, +113,2018-04-01,8867-4,, +113,2018-04-01,8867-4,cumulus__missing-or-null, +113,2018-04-01,72166-2,, +113,2017-12-01,9279-1,, +113,2017-12-01,9279-1,cumulus__missing-or-null, +113,2017-12-01,8867-4,, +113,2017-12-01,8867-4,cumulus__missing-or-null, +113,2017-12-01,85354-9,, +113,2017-12-01,85354-9,cumulus__missing-or-null, +113,2017-12-01,8302-2,, +113,2017-12-01,8302-2,cumulus__missing-or-null, +113,2017-12-01,72166-2,, +113,2017-12-01,29463-7,, +113,2017-12-01,29463-7,cumulus__missing-or-null, +113,2016-09-01,9279-1,, +113,2016-09-01,9279-1,cumulus__missing-or-null, +113,2016-09-01,8867-4,, +113,2016-09-01,8867-4,cumulus__missing-or-null, +113,2016-09-01,8302-2,, +113,2016-09-01,8302-2,cumulus__missing-or-null, +113,2016-09-01,72166-2,, +113,2016-09-01,29463-7,, +113,2016-09-01,29463-7,cumulus__missing-or-null, +113,2016-08-01,9279-1,, +113,2016-08-01,9279-1,cumulus__missing-or-null, +113,2016-08-01,8867-4,, +113,2016-08-01,8867-4,cumulus__missing-or-null, +113,2016-08-01,8302-2,, +113,2016-08-01,8302-2,cumulus__missing-or-null, +113,2016-08-01,72166-2,, +113,2016-08-01,29463-7,, +113,2016-08-01,29463-7,cumulus__missing-or-null, +112,2022-08-01,9279-1,,ambulatory +112,2022-08-01,9279-1,cumulus__missing-or-null,ambulatory +112,2022-08-01,8867-4,,ambulatory +112,2022-08-01,8867-4,cumulus__missing-or-null,ambulatory +112,2022-08-01,8302-2,,ambulatory +112,2022-08-01,8302-2,cumulus__missing-or-null,ambulatory +112,2022-08-01,72166-2,,ambulatory +112,2022-08-01,29463-7,,ambulatory +112,2022-08-01,29463-7,cumulus__missing-or-null,ambulatory +112,2022-04-01,,Never smoked tobacco (finding), +112,2022-04-01,72166-2,Never smoked tobacco (finding), +112,2020-08-01,39156-5,,ambulatory +112,2020-08-01,39156-5,cumulus__missing-or-null,ambulatory +112,2020-06-01,33914-3,, +112,2020-06-01,33914-3,cumulus__missing-or-null, +112,2019-11-01,85354-9,, +112,2019-11-01,85354-9,cumulus__missing-or-null, +112,2019-10-01,9279-1,,ambulatory +112,2019-10-01,9279-1,cumulus__missing-or-null,ambulatory +112,2019-10-01,8867-4,,ambulatory +112,2019-10-01,8867-4,cumulus__missing-or-null,ambulatory +112,2019-10-01,8302-2,,ambulatory +112,2019-10-01,8302-2,cumulus__missing-or-null,ambulatory +112,2019-10-01,72166-2,,ambulatory +112,2019-10-01,29463-7,,ambulatory +112,2019-10-01,29463-7,cumulus__missing-or-null,ambulatory +112,2019-03-01,,Never smoked tobacco (finding),ambulatory +112,2019-03-01,72166-2,Never smoked tobacco (finding),ambulatory +112,2019-02-01,9279-1,,ambulatory +112,2019-02-01,9279-1,cumulus__missing-or-null,ambulatory +112,2019-02-01,8867-4,,ambulatory +112,2019-02-01,8867-4,cumulus__missing-or-null,ambulatory +112,2019-02-01,72166-2,,ambulatory +112,2018-07-01,8302-2,, +112,2018-07-01,8302-2,cumulus__missing-or-null, +112,2018-04-01,39156-5,,ambulatory +112,2018-04-01,39156-5,cumulus__missing-or-null,ambulatory +112,2017-03-01,,Never smoked tobacco (finding), +112,2017-03-01,72166-2,Never smoked tobacco (finding), +112,2017-02-01,85354-9,, +112,2017-02-01,85354-9,cumulus__missing-or-null, +112,2016-12-01,9279-1,,ambulatory +112,2016-12-01,9279-1,cumulus__missing-or-null,ambulatory +112,2016-12-01,8867-4,,ambulatory +112,2016-12-01,8867-4,cumulus__missing-or-null,ambulatory +112,2016-12-01,8302-2,,ambulatory +112,2016-12-01,8302-2,cumulus__missing-or-null,ambulatory +112,2016-12-01,72166-2,,ambulatory +112,2016-12-01,29463-7,,ambulatory +112,2016-12-01,29463-7,cumulus__missing-or-null,ambulatory +112,2016-09-01,85354-9,,ambulatory +112,2016-09-01,85354-9,cumulus__missing-or-null,ambulatory +111,2022-10-01,9279-1,, +111,2022-10-01,9279-1,cumulus__missing-or-null, +111,2022-10-01,8867-4,, +111,2022-10-01,8867-4,cumulus__missing-or-null, +111,2022-10-01,85354-9,, +111,2022-10-01,85354-9,cumulus__missing-or-null, +111,2022-10-01,8302-2,, +111,2022-10-01,8302-2,cumulus__missing-or-null, +111,2022-10-01,72166-2,, +111,2022-10-01,29463-7,, +111,2022-10-01,29463-7,cumulus__missing-or-null, +111,2022-05-01,39156-5,, +111,2022-05-01,39156-5,cumulus__missing-or-null, +111,2021-11-01,85354-9,, +111,2021-11-01,85354-9,cumulus__missing-or-null, +111,2021-09-01,33914-3,, +111,2021-09-01,33914-3,cumulus__missing-or-null, +111,2020-10-01,33914-3,, +111,2020-10-01,33914-3,cumulus__missing-or-null, +111,2020-07-01,39156-5,, +111,2020-07-01,39156-5,cumulus__missing-or-null, +111,2020-05-01,85354-9,,ambulatory +111,2020-05-01,85354-9,cumulus__missing-or-null,ambulatory +111,2020-05-01,8302-2,, +111,2020-05-01,8302-2,cumulus__missing-or-null, +111,2020-05-01,72166-2,, +111,2019-05-01,9279-1,, +111,2019-05-01,9279-1,cumulus__missing-or-null, +111,2019-05-01,8867-4,, +111,2019-05-01,8867-4,cumulus__missing-or-null, +111,2019-05-01,8302-2,, +111,2019-05-01,8302-2,cumulus__missing-or-null, +111,2019-05-01,72166-2,, +111,2019-05-01,29463-7,, +111,2019-05-01,29463-7,cumulus__missing-or-null, +111,2019-04-01,,Never smoked tobacco (finding), +111,2019-04-01,72166-2,Never smoked tobacco (finding), +111,2018-10-01,9279-1,, +111,2018-10-01,9279-1,cumulus__missing-or-null, +111,2018-10-01,8867-4,, +111,2018-10-01,8867-4,cumulus__missing-or-null, +111,2018-10-01,8302-2,, +111,2018-10-01,8302-2,cumulus__missing-or-null, +111,2018-10-01,72166-2,, +111,2018-10-01,29463-7,, +111,2018-10-01,29463-7,cumulus__missing-or-null, +111,2018-03-01,93025-5,, +111,2018-03-01,93025-5,cumulus__missing-or-null, +110,2023-03-01,39156-5,,ambulatory +110,2023-03-01,39156-5,cumulus__missing-or-null,ambulatory +110,2022-12-01,9279-1,, +110,2022-12-01,9279-1,cumulus__missing-or-null, +110,2022-12-01,8867-4,, +110,2022-12-01,8867-4,cumulus__missing-or-null, +110,2022-12-01,85354-9,, +110,2022-12-01,85354-9,cumulus__missing-or-null, +110,2022-12-01,8302-2,, +110,2022-12-01,8302-2,cumulus__missing-or-null, +110,2022-12-01,72166-2,, +110,2022-12-01,29463-7,, +110,2022-12-01,29463-7,cumulus__missing-or-null, +110,2022-11-01,9279-1,,ambulatory +110,2022-11-01,9279-1,cumulus__missing-or-null,ambulatory +110,2022-11-01,8867-4,,ambulatory +110,2022-11-01,8867-4,cumulus__missing-or-null,ambulatory +110,2022-11-01,85354-9,,ambulatory +110,2022-11-01,85354-9,cumulus__missing-or-null,ambulatory +110,2022-11-01,8302-2,,ambulatory +110,2022-11-01,8302-2,cumulus__missing-or-null,ambulatory +110,2022-11-01,72166-2,,ambulatory +110,2022-11-01,29463-7,,ambulatory +110,2022-11-01,29463-7,cumulus__missing-or-null,ambulatory +110,2022-01-01,39156-5,, +110,2022-01-01,39156-5,,ambulatory +110,2022-01-01,39156-5,cumulus__missing-or-null, +110,2022-01-01,39156-5,cumulus__missing-or-null,ambulatory +110,2021-11-01,9279-1,, +110,2021-11-01,9279-1,cumulus__missing-or-null, +110,2021-11-01,8867-4,, +110,2021-11-01,8867-4,cumulus__missing-or-null, +110,2021-11-01,8302-2,, +110,2021-11-01,8302-2,cumulus__missing-or-null, +110,2021-11-01,72166-2,, +110,2021-11-01,29463-7,, +110,2021-11-01,29463-7,cumulus__missing-or-null, +110,2021-09-01,39156-5,,ambulatory +110,2021-09-01,39156-5,cumulus__missing-or-null,ambulatory +110,2021-08-01,33914-3,, +110,2021-08-01,33914-3,cumulus__missing-or-null, +110,2021-05-01,39156-5,,ambulatory +110,2021-05-01,39156-5,cumulus__missing-or-null,ambulatory +110,2020-11-01,33914-3,, +110,2020-11-01,33914-3,cumulus__missing-or-null, +110,2020-10-01,8302-2,,ambulatory +110,2020-10-01,8302-2,cumulus__missing-or-null,ambulatory +110,2020-10-01,72166-2,,ambulatory +110,2020-09-01,8302-2,, +110,2020-09-01,8302-2,cumulus__missing-or-null, +110,2020-09-01,72166-2,, +110,2020-05-01,9279-1,,ambulatory +110,2020-05-01,9279-1,cumulus__missing-or-null,ambulatory +110,2020-05-01,8867-4,,ambulatory +110,2020-05-01,8867-4,cumulus__missing-or-null,ambulatory +110,2020-05-01,29463-7,,ambulatory +110,2020-05-01,29463-7,cumulus__missing-or-null,ambulatory +110,2019-11-01,9279-1,, +110,2019-11-01,9279-1,cumulus__missing-or-null, +110,2019-11-01,8867-4,, +110,2019-11-01,8867-4,cumulus__missing-or-null, +110,2019-11-01,85354-9,,ambulatory +110,2019-11-01,85354-9,cumulus__missing-or-null,ambulatory +110,2019-11-01,8302-2,, +110,2019-11-01,8302-2,cumulus__missing-or-null, +110,2019-11-01,72166-2,, +110,2019-11-01,29463-7,, +110,2019-11-01,29463-7,cumulus__missing-or-null, +110,2019-07-01,9279-1,, +110,2019-07-01,9279-1,cumulus__missing-or-null, +110,2019-07-01,8867-4,, +110,2019-07-01,8867-4,cumulus__missing-or-null, +110,2019-07-01,8302-2,, +110,2019-07-01,8302-2,cumulus__missing-or-null, +110,2019-07-01,72166-2,, +110,2019-07-01,29463-7,, +110,2019-07-01,29463-7,cumulus__missing-or-null, +110,2019-04-01,,Never smoked tobacco (finding),ambulatory +110,2019-04-01,72166-2,Never smoked tobacco (finding),ambulatory +110,2019-01-01,33914-3,, +110,2019-01-01,33914-3,cumulus__missing-or-null, +110,2018-07-01,8302-2,,ambulatory +110,2018-07-01,8302-2,cumulus__missing-or-null,ambulatory +110,2018-07-01,29463-7,,ambulatory +110,2018-07-01,29463-7,cumulus__missing-or-null,ambulatory +110,2018-04-01,9279-1,,ambulatory +110,2018-04-01,9279-1,cumulus__missing-or-null,ambulatory +110,2018-04-01,8867-4,,ambulatory +110,2018-04-01,8867-4,cumulus__missing-or-null,ambulatory +110,2018-04-01,72166-2,,ambulatory +110,2017-12-01,9279-1,,ambulatory +110,2017-12-01,9279-1,cumulus__missing-or-null,ambulatory +110,2017-12-01,8867-4,,ambulatory +110,2017-12-01,8867-4,cumulus__missing-or-null,ambulatory +110,2017-12-01,85354-9,,ambulatory +110,2017-12-01,85354-9,cumulus__missing-or-null,ambulatory +110,2017-12-01,8302-2,,ambulatory +110,2017-12-01,8302-2,cumulus__missing-or-null,ambulatory +110,2017-12-01,72166-2,,ambulatory +110,2017-12-01,29463-7,,ambulatory +110,2017-12-01,29463-7,cumulus__missing-or-null,ambulatory +110,2017-06-01,39156-5,, +110,2017-06-01,39156-5,cumulus__missing-or-null, +110,2017-03-01,,Never smoked tobacco (finding),ambulatory +110,2017-03-01,72166-2,Never smoked tobacco (finding),ambulatory +110,2017-02-01,9279-1,, +110,2017-02-01,9279-1,cumulus__missing-or-null, +110,2017-02-01,8867-4,, +110,2017-02-01,8867-4,cumulus__missing-or-null, +110,2017-02-01,8302-2,, +110,2017-02-01,8302-2,cumulus__missing-or-null, +110,2017-02-01,72166-2,, +110,2017-02-01,29463-7,, +110,2017-02-01,29463-7,cumulus__missing-or-null, +110,2016-09-01,9279-1,,ambulatory +110,2016-09-01,9279-1,cumulus__missing-or-null,ambulatory +110,2016-09-01,8867-4,,ambulatory +110,2016-09-01,8867-4,cumulus__missing-or-null,ambulatory +110,2016-09-01,8302-2,,ambulatory +110,2016-09-01,8302-2,cumulus__missing-or-null,ambulatory +110,2016-09-01,72166-2,,ambulatory +110,2016-09-01,29463-7,,ambulatory +110,2016-09-01,29463-7,cumulus__missing-or-null,ambulatory +110,2016-08-01,85354-9,,ambulatory +110,2016-08-01,85354-9,cumulus__missing-or-null,ambulatory +110,2016-07-01,39156-5,, +110,2016-07-01,39156-5,cumulus__missing-or-null, +109,,70274-6,,emergency +109,,70274-6,cumulus__missing-or-null,emergency +109,2022-10-01,9279-1,,ambulatory +109,2022-10-01,9279-1,cumulus__missing-or-null,ambulatory +109,2022-10-01,8867-4,,ambulatory +109,2022-10-01,8867-4,cumulus__missing-or-null,ambulatory +109,2022-10-01,85354-9,,ambulatory +109,2022-10-01,85354-9,cumulus__missing-or-null,ambulatory +109,2022-10-01,8302-2,,ambulatory +109,2022-10-01,8302-2,cumulus__missing-or-null,ambulatory +109,2022-10-01,72166-2,,ambulatory +109,2022-10-01,29463-7,,ambulatory +109,2022-10-01,29463-7,cumulus__missing-or-null,ambulatory +109,2022-06-01,,Never smoked tobacco (finding), +109,2022-06-01,72166-2,Never smoked tobacco (finding), +109,2022-02-01,39156-5,, +109,2022-02-01,39156-5,cumulus__missing-or-null, +109,2021-08-01,,Never smoked tobacco (finding), +109,2021-08-01,72166-2,Never smoked tobacco (finding), +109,2021-05-01,33914-3,, +109,2021-05-01,33914-3,cumulus__missing-or-null, +109,2021-03-01,,Never smoked tobacco (finding), +109,2021-03-01,72166-2,Never smoked tobacco (finding), +109,2021-02-01,39156-5,, +109,2021-02-01,39156-5,cumulus__missing-or-null, +109,2020-09-01,8302-2,,ambulatory +109,2020-09-01,8302-2,cumulus__missing-or-null,ambulatory +109,2020-09-01,72166-2,,ambulatory +109,2019-07-01,9279-1,,ambulatory +109,2019-07-01,9279-1,cumulus__missing-or-null,ambulatory +109,2019-07-01,8867-4,,ambulatory +109,2019-07-01,8867-4,cumulus__missing-or-null,ambulatory +109,2019-07-01,8302-2,,ambulatory +109,2019-07-01,8302-2,cumulus__missing-or-null,ambulatory +109,2019-07-01,72166-2,,ambulatory +109,2019-07-01,29463-7,,ambulatory +109,2019-07-01,29463-7,cumulus__missing-or-null,ambulatory +109,2019-01-01,,Never smoked tobacco (finding), +109,2019-01-01,72166-2,Never smoked tobacco (finding), +109,2018-12-01,29463-7,, +109,2018-12-01,29463-7,cumulus__missing-or-null, +109,2018-10-01,9279-1,,ambulatory +109,2018-10-01,9279-1,cumulus__missing-or-null,ambulatory +109,2018-10-01,8867-4,,ambulatory +109,2018-10-01,8867-4,cumulus__missing-or-null,ambulatory +109,2018-10-01,8302-2,,ambulatory +109,2018-10-01,8302-2,cumulus__missing-or-null,ambulatory +109,2018-10-01,72166-2,,ambulatory +109,2018-10-01,29463-7,,ambulatory +109,2018-10-01,29463-7,cumulus__missing-or-null,ambulatory +109,2018-09-01,9279-1,, +109,2018-09-01,9279-1,cumulus__missing-or-null, +109,2018-09-01,8867-4,, +109,2018-09-01,8867-4,cumulus__missing-or-null, +109,2018-09-01,8302-2,, +109,2018-09-01,8302-2,cumulus__missing-or-null, +109,2018-09-01,72166-2,, +109,2018-09-01,29463-7,, +109,2018-09-01,29463-7,cumulus__missing-or-null, +109,2018-07-01,9279-1,, +109,2018-07-01,9279-1,cumulus__missing-or-null, +109,2018-07-01,8867-4,, +109,2018-07-01,8867-4,cumulus__missing-or-null, +109,2018-07-01,72166-2,, +109,2018-01-01,39156-5,, +109,2018-01-01,39156-5,cumulus__missing-or-null, +109,2017-02-01,85354-9,,ambulatory +109,2017-02-01,85354-9,cumulus__missing-or-null,ambulatory +109,2017-01-01,39156-5,,ambulatory +109,2017-01-01,39156-5,cumulus__missing-or-null,ambulatory +109,2016-08-01,9279-1,,ambulatory +109,2016-08-01,9279-1,cumulus__missing-or-null,ambulatory +109,2016-08-01,8867-4,,ambulatory +109,2016-08-01,8867-4,cumulus__missing-or-null,ambulatory +109,2016-08-01,8302-2,,ambulatory +109,2016-08-01,8302-2,cumulus__missing-or-null,ambulatory +109,2016-08-01,72166-2,,ambulatory +109,2016-08-01,29463-7,,ambulatory +109,2016-08-01,29463-7,cumulus__missing-or-null,ambulatory +108,2023-02-01,39156-5,, +108,2023-02-01,39156-5,cumulus__missing-or-null, +108,2022-05-01,39156-5,,ambulatory +108,2022-05-01,39156-5,cumulus__missing-or-null,ambulatory +108,2022-04-01,,Never smoked tobacco (finding),ambulatory +108,2022-04-01,72166-2,Never smoked tobacco (finding),ambulatory +108,2022-02-01,39156-5,,ambulatory +108,2022-02-01,39156-5,cumulus__missing-or-null,ambulatory +108,2021-11-01,85354-9,,ambulatory +108,2021-11-01,85354-9,cumulus__missing-or-null,ambulatory +108,2021-03-01,,Never smoked tobacco (finding),ambulatory +108,2021-03-01,72166-2,Never smoked tobacco (finding),ambulatory +108,2021-02-01,39156-5,,ambulatory +108,2021-02-01,39156-5,cumulus__missing-or-null,ambulatory +108,2020-12-01,39156-5,, +108,2020-12-01,39156-5,cumulus__missing-or-null, +108,2020-04-01,39156-5,, +108,2020-04-01,39156-5,cumulus__missing-or-null, +108,2020-01-01,39156-5,, +108,2020-01-01,39156-5,cumulus__missing-or-null, +108,2019-11-01,9279-1,,ambulatory +108,2019-11-01,9279-1,cumulus__missing-or-null,ambulatory +108,2019-11-01,8867-4,,ambulatory +108,2019-11-01,8867-4,cumulus__missing-or-null,ambulatory +108,2019-11-01,8302-2,,ambulatory +108,2019-11-01,8302-2,cumulus__missing-or-null,ambulatory +108,2019-11-01,72166-2,,ambulatory +108,2019-11-01,29463-7,,ambulatory +108,2019-11-01,29463-7,cumulus__missing-or-null,ambulatory +108,2019-05-01,9279-1,,ambulatory +108,2019-05-01,9279-1,cumulus__missing-or-null,ambulatory +108,2019-05-01,8867-4,,ambulatory +108,2019-05-01,8867-4,cumulus__missing-or-null,ambulatory +108,2019-05-01,8302-2,,ambulatory +108,2019-05-01,8302-2,cumulus__missing-or-null,ambulatory +108,2019-05-01,72166-2,,ambulatory +108,2019-05-01,29463-7,,ambulatory +108,2019-05-01,29463-7,cumulus__missing-or-null,ambulatory +108,2018-12-01,9279-1,, +108,2018-12-01,9279-1,cumulus__missing-or-null, +108,2018-12-01,8867-4,, +108,2018-12-01,8867-4,cumulus__missing-or-null, +108,2018-12-01,8302-2,, +108,2018-12-01,8302-2,cumulus__missing-or-null, +108,2018-12-01,72166-2,, +108,2018-11-01,9279-1,, +108,2018-11-01,9279-1,cumulus__missing-or-null, +108,2018-11-01,8867-4,, +108,2018-11-01,8867-4,cumulus__missing-or-null, +108,2018-11-01,8302-2,, +108,2018-11-01,8302-2,cumulus__missing-or-null, +108,2018-11-01,72166-2,, +108,2018-09-01,9279-1,,ambulatory +108,2018-09-01,9279-1,cumulus__missing-or-null,ambulatory +108,2018-09-01,8867-4,,ambulatory +108,2018-09-01,8867-4,cumulus__missing-or-null,ambulatory +108,2018-09-01,8302-2,,ambulatory +108,2018-09-01,8302-2,cumulus__missing-or-null,ambulatory +108,2018-09-01,72166-2,,ambulatory +108,2018-09-01,29463-7,,ambulatory +108,2018-09-01,29463-7,cumulus__missing-or-null,ambulatory +108,2018-03-01,93025-5,,ambulatory +108,2018-03-01,93025-5,cumulus__missing-or-null,ambulatory +108,2018-03-01,33914-3,, +108,2018-03-01,33914-3,cumulus__missing-or-null, +108,2017-08-01,39156-5,, +108,2017-08-01,39156-5,cumulus__missing-or-null, +108,2017-06-01,39156-5,,ambulatory +108,2017-06-01,39156-5,cumulus__missing-or-null,ambulatory +108,2017-05-01,39156-5,, +108,2017-05-01,39156-5,cumulus__missing-or-null, +108,2016-12-01,39156-5,, +108,2016-12-01,39156-5,cumulus__missing-or-null, +107,2021-11-01,9279-1,,ambulatory +107,2021-11-01,9279-1,cumulus__missing-or-null,ambulatory +107,2021-11-01,8867-4,,ambulatory +107,2021-11-01,8867-4,cumulus__missing-or-null,ambulatory +107,2021-11-01,8302-2,,ambulatory +107,2021-11-01,8302-2,cumulus__missing-or-null,ambulatory +107,2021-11-01,72166-2,,ambulatory +107,2021-11-01,29463-7,,ambulatory +107,2021-11-01,29463-7,cumulus__missing-or-null,ambulatory +107,2021-10-01,39156-5,, +107,2021-10-01,39156-5,cumulus__missing-or-null, +107,2021-08-01,,Never smoked tobacco (finding),ambulatory +107,2021-08-01,72166-2,Never smoked tobacco (finding),ambulatory +107,2021-01-01,39156-5,, +107,2021-01-01,39156-5,cumulus__missing-or-null, +107,2019-06-01,,Never smoked tobacco (finding), +107,2019-06-01,,Never smoked tobacco (finding),ambulatory +107,2019-06-01,72166-2,Never smoked tobacco (finding), +107,2019-06-01,72166-2,Never smoked tobacco (finding),ambulatory +107,2018-07-01,9279-1,,ambulatory +107,2018-07-01,9279-1,cumulus__missing-or-null,ambulatory +107,2018-07-01,8867-4,,ambulatory +107,2018-07-01,8867-4,cumulus__missing-or-null,ambulatory +107,2018-07-01,72166-2,,ambulatory +107,2018-02-01,9279-1,, +107,2018-02-01,9279-1,cumulus__missing-or-null, +107,2018-02-01,8867-4,, +107,2018-02-01,8867-4,cumulus__missing-or-null, +107,2018-02-01,85354-9,, +107,2018-02-01,85354-9,cumulus__missing-or-null, +107,2018-02-01,8302-2,, +107,2018-02-01,8302-2,cumulus__missing-or-null, +107,2018-02-01,72166-2,, +107,2018-02-01,29463-7,, +107,2018-02-01,29463-7,cumulus__missing-or-null, +107,2017-02-01,9279-1,,ambulatory +107,2017-02-01,9279-1,cumulus__missing-or-null,ambulatory +107,2017-02-01,8867-4,,ambulatory +107,2017-02-01,8867-4,cumulus__missing-or-null,ambulatory +107,2017-02-01,8302-2,,ambulatory +107,2017-02-01,8302-2,cumulus__missing-or-null,ambulatory +107,2017-02-01,72166-2,,ambulatory +107,2017-02-01,29463-7,,ambulatory +107,2017-02-01,29463-7,cumulus__missing-or-null,ambulatory +106,2022-06-01,,Never smoked tobacco (finding),ambulatory +106,2022-06-01,72166-2,Never smoked tobacco (finding),ambulatory +106,2022-05-01,,Never smoked tobacco (finding), +106,2022-05-01,72166-2,Never smoked tobacco (finding), +106,2021-10-01,39156-5,,ambulatory +106,2021-10-01,39156-5,cumulus__missing-or-null,ambulatory +106,2021-10-01,33914-3,, +106,2021-10-01,33914-3,cumulus__missing-or-null, +106,2021-07-01,,Never smoked tobacco (finding), +106,2021-07-01,,Never smoked tobacco (finding),ambulatory +106,2021-07-01,72166-2,Never smoked tobacco (finding), +106,2021-07-01,72166-2,Never smoked tobacco (finding),ambulatory +106,2021-03-01,93025-5,, +106,2021-03-01,93025-5,cumulus__missing-or-null, +106,2021-01-01,39156-5,,ambulatory +106,2021-01-01,39156-5,cumulus__missing-or-null,ambulatory +106,2020-12-01,39156-5,,ambulatory +106,2020-12-01,39156-5,cumulus__missing-or-null,ambulatory +106,2020-07-01,39156-5,,ambulatory +106,2020-07-01,39156-5,cumulus__missing-or-null,ambulatory +106,2020-05-01,8302-2,,ambulatory +106,2020-05-01,8302-2,cumulus__missing-or-null,ambulatory +106,2020-05-01,72166-2,,ambulatory +106,2020-01-01,39156-5,,ambulatory +106,2020-01-01,39156-5,cumulus__missing-or-null,ambulatory +106,2019-01-01,,Never smoked tobacco (finding),ambulatory +106,2019-01-01,72166-2,Never smoked tobacco (finding),ambulatory +106,2018-11-01,9279-1,,ambulatory +106,2018-11-01,9279-1,cumulus__missing-or-null,ambulatory +106,2018-11-01,8867-4,,ambulatory +106,2018-11-01,8867-4,cumulus__missing-or-null,ambulatory +106,2018-11-01,8302-2,,ambulatory +106,2018-11-01,8302-2,cumulus__missing-or-null,ambulatory +106,2018-11-01,72166-2,,ambulatory +106,2018-11-01,29463-7,,ambulatory +106,2018-11-01,29463-7,cumulus__missing-or-null,ambulatory +106,2018-08-01,33914-3,, +106,2018-08-01,33914-3,cumulus__missing-or-null, +106,2018-01-01,39156-5,,ambulatory +106,2018-01-01,39156-5,cumulus__missing-or-null,ambulatory +106,2017-08-01,39156-5,,ambulatory +106,2017-08-01,39156-5,cumulus__missing-or-null,ambulatory +106,2017-05-01,39156-5,,ambulatory +106,2017-05-01,39156-5,cumulus__missing-or-null,ambulatory +106,2017-03-01,93025-5,, +106,2017-03-01,93025-5,cumulus__missing-or-null, +106,2016-12-01,39156-5,,ambulatory +106,2016-12-01,39156-5,cumulus__missing-or-null,ambulatory +106,2016-09-01,39156-5,, +106,2016-09-01,39156-5,cumulus__missing-or-null, +106,2016-07-01,39156-5,,ambulatory +106,2016-07-01,39156-5,cumulus__missing-or-null,ambulatory +105,,3173-2,, +105,,3173-2,cumulus__missing-or-null, +105,2023-02-01,39156-5,,ambulatory +105,2023-02-01,39156-5,cumulus__missing-or-null,ambulatory +105,2023-01-01,39156-5,, +105,2023-01-01,39156-5,cumulus__missing-or-null, +105,2022-10-01,33914-3,, +105,2022-10-01,33914-3,cumulus__missing-or-null, +105,2022-09-01,39156-5,, +105,2022-09-01,39156-5,cumulus__missing-or-null, +105,2020-10-01,39156-5,, +105,2020-10-01,39156-5,cumulus__missing-or-null, +105,2020-03-01,33914-3,, +105,2020-03-01,33914-3,cumulus__missing-or-null, +105,2019-04-01,33914-3,, +105,2019-04-01,33914-3,cumulus__missing-or-null, +105,2018-03-01,,Never smoked tobacco (finding), +105,2018-03-01,72166-2,Never smoked tobacco (finding), +105,2017-12-01,39156-5,, +105,2017-12-01,39156-5,cumulus__missing-or-null, +105,2017-10-01,39156-5,, +105,2017-10-01,39156-5,cumulus__missing-or-null, +105,2017-09-01,85354-9,, +105,2017-09-01,85354-9,cumulus__missing-or-null, +105,2016-10-01,85354-9,, +105,2016-10-01,85354-9,cumulus__missing-or-null, +104,,33762-6,, +104,,33762-6,cumulus__missing-or-null, +104,,2502-3,, +104,,2502-3,cumulus__missing-or-null, +104,,2500-7,, +104,,2500-7,cumulus__missing-or-null, +104,,2498-4,, +104,,2498-4,cumulus__missing-or-null, +104,2022-12-01,9279-1,,ambulatory +104,2022-12-01,9279-1,cumulus__missing-or-null,ambulatory +104,2022-12-01,8867-4,,ambulatory +104,2022-12-01,8867-4,cumulus__missing-or-null,ambulatory +104,2022-12-01,85354-9,,ambulatory +104,2022-12-01,85354-9,cumulus__missing-or-null,ambulatory +104,2022-12-01,8302-2,,ambulatory +104,2022-12-01,8302-2,cumulus__missing-or-null,ambulatory +104,2022-12-01,72166-2,,ambulatory +104,2022-12-01,29463-7,,ambulatory +104,2022-12-01,29463-7,cumulus__missing-or-null,ambulatory +104,2022-10-01,74006-8,, +104,2022-10-01,74006-8,,ambulatory +104,2022-10-01,74006-8,cumulus__missing-or-null, +104,2022-10-01,74006-8,cumulus__missing-or-null,ambulatory +104,2022-05-01,,Never smoked tobacco (finding),ambulatory +104,2022-05-01,72166-2,Never smoked tobacco (finding),ambulatory +104,2021-06-01,93025-5,, +104,2021-06-01,93025-5,cumulus__missing-or-null, +104,2020-05-01,39156-5,, +104,2020-05-01,39156-5,cumulus__missing-or-null, +104,2020-04-01,39156-5,,ambulatory +104,2020-04-01,39156-5,cumulus__missing-or-null,ambulatory +104,2019-11-01,39156-5,, +104,2019-11-01,39156-5,cumulus__missing-or-null, +104,2019-05-01,39156-5,, +104,2019-05-01,39156-5,cumulus__missing-or-null, +104,2018-12-01,9279-1,,ambulatory +104,2018-12-01,9279-1,cumulus__missing-or-null,ambulatory +104,2018-12-01,8867-4,,ambulatory +104,2018-12-01,8867-4,cumulus__missing-or-null,ambulatory +104,2018-12-01,8302-2,,ambulatory +104,2018-12-01,8302-2,cumulus__missing-or-null,ambulatory +104,2018-12-01,72166-2,,ambulatory +104,2018-12-01,29463-7,,ambulatory +104,2018-12-01,29463-7,cumulus__missing-or-null,ambulatory +104,2018-03-01,,Never smoked tobacco (finding),ambulatory +104,2018-03-01,72166-2,Never smoked tobacco (finding),ambulatory +103,2023-01-01,39156-5,,ambulatory +103,2023-01-01,39156-5,cumulus__missing-or-null,ambulatory +103,2022-09-01,39156-5,,ambulatory +103,2022-09-01,39156-5,cumulus__missing-or-null,ambulatory +103,2022-08-01,39156-5,, +103,2022-08-01,39156-5,cumulus__missing-or-null, +103,2021-06-01,93025-5,,ambulatory +103,2021-06-01,93025-5,cumulus__missing-or-null,ambulatory +103,2021-05-01,33914-3,,ambulatory +103,2021-05-01,33914-3,cumulus__missing-or-null,ambulatory +103,2020-11-01,8302-2,, +103,2020-11-01,8302-2,,ambulatory +103,2020-11-01,8302-2,cumulus__missing-or-null, +103,2020-11-01,8302-2,cumulus__missing-or-null,ambulatory +103,2020-11-01,72166-2,, +103,2020-11-01,72166-2,,ambulatory +103,2019-10-01,39156-5,, +103,2019-10-01,39156-5,cumulus__missing-or-null, +103,2017-09-01,85354-9,,ambulatory +103,2017-09-01,85354-9,cumulus__missing-or-null,ambulatory +103,2017-09-01,8302-2,, +103,2017-09-01,8302-2,cumulus__missing-or-null, +103,2017-09-01,29463-7,, +103,2017-09-01,29463-7,cumulus__missing-or-null, +103,2016-10-01,9279-1,, +103,2016-10-01,9279-1,cumulus__missing-or-null, +103,2016-10-01,8867-4,, +103,2016-10-01,8867-4,cumulus__missing-or-null, +103,2016-10-01,8302-2,, +103,2016-10-01,8302-2,cumulus__missing-or-null, +103,2016-10-01,72166-2,, +103,2016-10-01,29463-7,, +103,2016-10-01,29463-7,cumulus__missing-or-null, +103,2016-09-01,39156-5,,ambulatory +103,2016-09-01,39156-5,cumulus__missing-or-null,ambulatory +102,,94531-1,,ambulatory +102,2022-07-01,33914-3,, +102,2022-07-01,33914-3,cumulus__missing-or-null, +102,2022-03-01,,Never smoked tobacco (finding), +102,2022-03-01,72166-2,Never smoked tobacco (finding), +102,2021-03-01,93025-5,,ambulatory +102,2021-03-01,93025-5,cumulus__missing-or-null,ambulatory +102,2020-06-01,,Never smoked tobacco (finding), +102,2020-06-01,,Never smoked tobacco (finding),ambulatory +102,2020-06-01,72166-2,Never smoked tobacco (finding), +102,2020-06-01,72166-2,Never smoked tobacco (finding),ambulatory +102,2020-03-01,55758-7,, +102,2020-03-01,55758-7,cumulus__missing-or-null, +102,2019-11-01,39156-5,,ambulatory +102,2019-11-01,39156-5,cumulus__missing-or-null,ambulatory +102,2018-07-01,39156-5,, +102,2018-07-01,39156-5,cumulus__missing-or-null, +102,2018-02-01,9279-1,,ambulatory +102,2018-02-01,9279-1,cumulus__missing-or-null,ambulatory +102,2018-02-01,8867-4,,ambulatory +102,2018-02-01,8867-4,cumulus__missing-or-null,ambulatory +102,2018-02-01,85354-9,,ambulatory +102,2018-02-01,85354-9,cumulus__missing-or-null,ambulatory +102,2018-02-01,8302-2,,ambulatory +102,2018-02-01,8302-2,cumulus__missing-or-null,ambulatory +102,2018-02-01,72166-2,,ambulatory +102,2018-02-01,29463-7,,ambulatory +102,2018-02-01,29463-7,cumulus__missing-or-null,ambulatory +102,2017-12-01,39156-5,,ambulatory +102,2017-12-01,39156-5,cumulus__missing-or-null,ambulatory +102,2017-10-01,39156-5,,ambulatory +102,2017-10-01,39156-5,cumulus__missing-or-null,ambulatory +102,2017-03-01,93025-5,,ambulatory +102,2017-03-01,93025-5,cumulus__missing-or-null,ambulatory +102,2016-10-01,85354-9,,ambulatory +102,2016-10-01,85354-9,cumulus__missing-or-null,ambulatory +101,2022-11-01,33914-3,, +101,2022-11-01,33914-3,cumulus__missing-or-null, +101,2022-08-01,39156-5,,ambulatory +101,2022-08-01,39156-5,cumulus__missing-or-null,ambulatory +101,2022-06-01,33914-3,, +101,2022-06-01,33914-3,cumulus__missing-or-null, +101,2022-05-01,33914-3,, +101,2022-05-01,33914-3,cumulus__missing-or-null, +101,2022-03-01,,Never smoked tobacco (finding),ambulatory +101,2022-03-01,72166-2,Never smoked tobacco (finding),ambulatory +101,2021-10-01,33914-3,,ambulatory +101,2021-10-01,33914-3,cumulus__missing-or-null,ambulatory +101,2020-10-01,39156-5,,ambulatory +101,2020-10-01,39156-5,cumulus__missing-or-null,ambulatory +101,2019-10-01,39156-5,,ambulatory +101,2019-10-01,39156-5,cumulus__missing-or-null,ambulatory +101,2019-05-01,39156-5,,ambulatory +101,2019-05-01,39156-5,cumulus__missing-or-null,ambulatory +101,2018-04-01,33914-3,, +101,2018-04-01,33914-3,cumulus__missing-or-null, +101,2017-09-01,8302-2,,ambulatory +101,2017-09-01,8302-2,cumulus__missing-or-null,ambulatory +101,2017-09-01,29463-7,,ambulatory +101,2017-09-01,29463-7,cumulus__missing-or-null,ambulatory +101,2017-02-01,39156-5,, +101,2017-02-01,39156-5,cumulus__missing-or-null, +101,2017-01-01,33914-3,, +101,2017-01-01,33914-3,cumulus__missing-or-null, +101,2016-08-01,39156-5,, +101,2016-08-01,39156-5,cumulus__missing-or-null, +100,2022-11-01,39156-5,, +100,2022-11-01,39156-5,cumulus__missing-or-null, +100,2022-10-01,39156-5,, +100,2022-10-01,39156-5,cumulus__missing-or-null, +100,2022-04-01,93025-5,, +100,2022-04-01,93025-5,cumulus__missing-or-null, +100,2021-05-01,,Never smoked tobacco (finding), +100,2021-05-01,72166-2,Never smoked tobacco (finding), +100,2021-04-01,,Never smoked tobacco (finding), +100,2021-04-01,72166-2,Never smoked tobacco (finding), +100,2020-09-01,33914-3,, +100,2020-09-01,33914-3,cumulus__missing-or-null, +100,2019-12-01,39156-5,, +100,2019-12-01,39156-5,cumulus__missing-or-null, +100,2019-07-01,39156-5,, +100,2019-07-01,39156-5,cumulus__missing-or-null, +100,2018-11-01,39156-5,, +100,2018-11-01,39156-5,cumulus__missing-or-null, +100,2018-09-01,39156-5,, +100,2018-09-01,39156-5,cumulus__missing-or-null, +100,2018-07-01,39156-5,,ambulatory +100,2018-07-01,39156-5,cumulus__missing-or-null,ambulatory +100,2017-09-01,9279-1,, +100,2017-09-01,9279-1,cumulus__missing-or-null, +100,2017-09-01,8867-4,, +100,2017-09-01,8867-4,cumulus__missing-or-null, +100,2017-09-01,72166-2,, +100,2016-10-01,9279-1,,ambulatory +100,2016-10-01,9279-1,cumulus__missing-or-null,ambulatory +100,2016-10-01,8867-4,,ambulatory +100,2016-10-01,8867-4,cumulus__missing-or-null,ambulatory +100,2016-10-01,8302-2,,ambulatory +100,2016-10-01,8302-2,cumulus__missing-or-null,ambulatory +100,2016-10-01,72166-2,,ambulatory +100,2016-10-01,29463-7,,ambulatory +100,2016-10-01,29463-7,cumulus__missing-or-null,ambulatory 99,,,Detected (qualifier value), -99,,,Detected (qualifier value),AMB +99,,,Detected (qualifier value),ambulatory +99,2021-07-01,93025-5,, +99,2021-07-01,93025-5,cumulus__missing-or-null, +99,2021-04-01,,Never smoked tobacco (finding),ambulatory +99,2021-04-01,72166-2,Never smoked tobacco (finding),ambulatory +99,2020-05-01,39156-5,,ambulatory +99,2020-05-01,39156-5,cumulus__missing-or-null,ambulatory +99,2020-05-01,33914-3,, +99,2020-05-01,33914-3,cumulus__missing-or-null, +99,2019-07-01,39156-5,,ambulatory +99,2019-07-01,39156-5,cumulus__missing-or-null,ambulatory +99,2019-03-01,33914-3,,ambulatory +99,2019-03-01,33914-3,cumulus__missing-or-null,ambulatory +99,2019-02-01,33914-3,, +99,2019-02-01,33914-3,cumulus__missing-or-null, +99,2019-01-01,33914-3,,ambulatory +99,2019-01-01,33914-3,cumulus__missing-or-null,ambulatory +99,2018-09-01,39156-5,,ambulatory +99,2018-09-01,39156-5,cumulus__missing-or-null,ambulatory +99,2018-09-01,33914-3,, +99,2018-09-01,33914-3,cumulus__missing-or-null, +99,2018-08-01,,Never smoked tobacco (finding), +99,2018-08-01,72166-2,Never smoked tobacco (finding), +99,2018-02-01,39156-5,, +99,2018-02-01,39156-5,cumulus__missing-or-null, +99,2018-01-01,33914-3,, +99,2018-01-01,33914-3,cumulus__missing-or-null, +99,2017-04-01,85354-9,, +99,2017-04-01,85354-9,cumulus__missing-or-null, 98,,94531-1,Detected (qualifier value), -98,,94531-1,Detected (qualifier value),AMB +98,,94531-1,Detected (qualifier value),ambulatory +98,2022-12-01,39156-5,, +98,2022-12-01,39156-5,cumulus__missing-or-null, +98,2022-10-01,39156-5,,ambulatory +98,2022-10-01,39156-5,cumulus__missing-or-null,ambulatory +98,2022-07-01,,Never smoked tobacco (finding), +98,2022-07-01,72166-2,Never smoked tobacco (finding), +98,2022-06-01,93025-5,, +98,2022-06-01,93025-5,cumulus__missing-or-null, +98,2021-12-01,93025-5,, +98,2021-12-01,93025-5,cumulus__missing-or-null, +98,2021-05-01,,Never smoked tobacco (finding),ambulatory +98,2021-05-01,72166-2,Never smoked tobacco (finding),ambulatory +98,2020-04-01,,Never smoked tobacco (finding), +98,2020-04-01,72166-2,Never smoked tobacco (finding), +98,2020-03-01,55758-7,,ambulatory +98,2020-03-01,55758-7,cumulus__missing-or-null,ambulatory +98,2019-11-01,33914-3,, +98,2019-11-01,33914-3,cumulus__missing-or-null, +98,2019-09-01,85354-9,, +98,2019-09-01,85354-9,cumulus__missing-or-null, +98,2018-11-01,39156-5,,ambulatory +98,2018-11-01,39156-5,cumulus__missing-or-null,ambulatory +98,2018-08-01,,Never smoked tobacco (finding),ambulatory +98,2018-08-01,72166-2,Never smoked tobacco (finding),ambulatory +98,2017-12-01,33914-3,, +98,2017-12-01,33914-3,cumulus__missing-or-null, +98,2017-09-01,9279-1,,ambulatory +98,2017-09-01,9279-1,cumulus__missing-or-null,ambulatory +98,2017-09-01,8867-4,,ambulatory +98,2017-09-01,8867-4,cumulus__missing-or-null,ambulatory +98,2017-09-01,72166-2,,ambulatory +98,2017-04-01,85354-9,,ambulatory +98,2017-04-01,85354-9,cumulus__missing-or-null,ambulatory +98,2017-02-01,39156-5,,ambulatory +98,2017-02-01,39156-5,cumulus__missing-or-null,ambulatory +98,2016-11-01,85354-9,, +98,2016-11-01,85354-9,cumulus__missing-or-null, +98,2016-06-01,,Never smoked tobacco (finding), +98,2016-06-01,72166-2,Never smoked tobacco (finding), +97,2022-11-01,39156-5,,ambulatory +97,2022-11-01,39156-5,cumulus__missing-or-null,ambulatory +97,2022-09-01,74006-8,, +97,2022-09-01,74006-8,,ambulatory +97,2022-09-01,74006-8,cumulus__missing-or-null, +97,2022-09-01,74006-8,cumulus__missing-or-null,ambulatory +97,2022-07-01,,Never smoked tobacco (finding),ambulatory +97,2022-07-01,72166-2,Never smoked tobacco (finding),ambulatory +97,2022-02-01,,Never smoked tobacco (finding), +97,2022-02-01,72166-2,Never smoked tobacco (finding), +97,2022-01-01,,Never smoked tobacco (finding), +97,2022-01-01,,Never smoked tobacco (finding),ambulatory +97,2022-01-01,72166-2,Never smoked tobacco (finding), +97,2022-01-01,72166-2,Never smoked tobacco (finding),ambulatory +97,2021-12-01,93025-5,,ambulatory +97,2021-12-01,93025-5,cumulus__missing-or-null,ambulatory +97,2021-11-01,39156-5,, +97,2021-11-01,39156-5,cumulus__missing-or-null, +97,2021-09-01,33914-3,,ambulatory +97,2021-09-01,33914-3,cumulus__missing-or-null,ambulatory +97,2021-07-01,93025-5,,ambulatory +97,2021-07-01,93025-5,cumulus__missing-or-null,ambulatory +97,2021-06-01,33914-3,, +97,2021-06-01,33914-3,cumulus__missing-or-null, +97,2020-12-01,8331-1,, +97,2020-12-01,8331-1,cumulus__missing-or-null, +97,2020-12-01,8310-5,, +97,2020-12-01,8310-5,cumulus__missing-or-null, +97,2020-09-01,39156-5,, +97,2020-09-01,39156-5,cumulus__missing-or-null, +97,2020-02-01,33914-3,, +97,2020-02-01,33914-3,cumulus__missing-or-null, +97,2019-03-01,4548-4,, +97,2019-03-01,4548-4,cumulus__missing-or-null, +97,2019-01-01,6299-2,, +97,2019-01-01,6299-2,cumulus__missing-or-null, +97,2019-01-01,6298-4,, +97,2019-01-01,6298-4,cumulus__missing-or-null, +97,2019-01-01,49765-1,, +97,2019-01-01,49765-1,cumulus__missing-or-null, +97,2019-01-01,38483-4,, +97,2019-01-01,38483-4,cumulus__missing-or-null, +97,2019-01-01,2947-0,, +97,2019-01-01,2947-0,cumulus__missing-or-null, +97,2019-01-01,2339-0,, +97,2019-01-01,2339-0,cumulus__missing-or-null, +97,2019-01-01,2069-3,, +97,2019-01-01,2069-3,cumulus__missing-or-null, +97,2019-01-01,20565-8,, +97,2019-01-01,20565-8,cumulus__missing-or-null, +97,2018-10-01,33914-3,, +97,2018-10-01,33914-3,cumulus__missing-or-null, +97,2017-04-01,9279-1,, +97,2017-04-01,9279-1,cumulus__missing-or-null, +97,2017-04-01,8867-4,, +97,2017-04-01,8867-4,cumulus__missing-or-null, +97,2017-04-01,8302-2,, +97,2017-04-01,8302-2,cumulus__missing-or-null, +97,2017-04-01,72166-2,, +97,2017-04-01,29463-7,, +97,2017-04-01,29463-7,cumulus__missing-or-null, +97,2016-11-01,85354-9,,ambulatory +97,2016-11-01,85354-9,cumulus__missing-or-null,ambulatory +97,2016-11-01,29463-7,, +97,2016-11-01,29463-7,cumulus__missing-or-null, +97,2016-10-01,39156-5,, +97,2016-10-01,39156-5,cumulus__missing-or-null, +97,2016-08-01,39156-5,,ambulatory +97,2016-08-01,39156-5,cumulus__missing-or-null,ambulatory +96,2023-03-01,,Never smoked tobacco (finding), +96,2023-03-01,72166-2,Never smoked tobacco (finding), +96,2022-10-01,33914-3,,ambulatory +96,2022-10-01,33914-3,cumulus__missing-or-null,ambulatory +96,2022-03-01,93025-5,, +96,2022-03-01,93025-5,cumulus__missing-or-null, +96,2022-02-01,,Never smoked tobacco (finding),ambulatory +96,2022-02-01,72166-2,Never smoked tobacco (finding),ambulatory +96,2020-09-01,39156-5,,ambulatory +96,2020-09-01,39156-5,cumulus__missing-or-null,ambulatory +96,2020-08-01,33914-3,, +96,2020-08-01,33914-3,cumulus__missing-or-null, +96,2020-04-01,,Never smoked tobacco (finding),ambulatory +96,2020-04-01,72166-2,Never smoked tobacco (finding),ambulatory +96,2020-03-01,4548-4,, +96,2020-03-01,4548-4,cumulus__missing-or-null, +96,2020-03-01,33914-3,,ambulatory +96,2020-03-01,33914-3,cumulus__missing-or-null,ambulatory +96,2019-12-01,39156-5,,ambulatory +96,2019-12-01,39156-5,cumulus__missing-or-null,ambulatory +96,2019-01-01,93025-5,, +96,2019-01-01,93025-5,cumulus__missing-or-null, +96,2018-12-01,39156-5,, +96,2018-12-01,39156-5,cumulus__missing-or-null, +96,2018-10-01,39156-5,, +96,2018-10-01,39156-5,cumulus__missing-or-null, +96,2018-08-01,93025-5,, +96,2018-08-01,93025-5,cumulus__missing-or-null, +96,2017-09-01,39156-5,, +96,2017-09-01,39156-5,cumulus__missing-or-null, +96,2017-04-01,9279-1,,ambulatory +96,2017-04-01,9279-1,cumulus__missing-or-null,ambulatory +96,2017-04-01,8867-4,,ambulatory +96,2017-04-01,8867-4,cumulus__missing-or-null,ambulatory +96,2017-04-01,8302-2,,ambulatory +96,2017-04-01,8302-2,cumulus__missing-or-null,ambulatory +96,2017-04-01,72166-2,,ambulatory +96,2017-04-01,29463-7,,ambulatory +96,2017-04-01,29463-7,cumulus__missing-or-null,ambulatory +96,2016-11-01,9279-1,, +96,2016-11-01,9279-1,cumulus__missing-or-null, +96,2016-11-01,8867-4,, +96,2016-11-01,8867-4,cumulus__missing-or-null, +96,2016-11-01,8302-2,, +96,2016-11-01,8302-2,cumulus__missing-or-null, +96,2016-11-01,72166-2,, +96,2016-11-01,29463-7,,ambulatory +96,2016-11-01,29463-7,cumulus__missing-or-null,ambulatory +96,2016-06-01,,Never smoked tobacco (finding),ambulatory +96,2016-06-01,72166-2,Never smoked tobacco (finding),ambulatory +95,,2777-1,, +95,,2777-1,cumulus__missing-or-null, +95,2023-01-01,,Never smoked tobacco (finding), +95,2023-01-01,72166-2,Never smoked tobacco (finding), +95,2022-09-01,33914-3,, +95,2022-09-01,33914-3,cumulus__missing-or-null, +95,2022-04-01,93025-5,,ambulatory +95,2022-04-01,93025-5,cumulus__missing-or-null,ambulatory +95,2022-03-01,93025-5,,ambulatory +95,2022-03-01,93025-5,cumulus__missing-or-null,ambulatory +95,2021-11-01,33914-3,, +95,2021-11-01,33914-3,cumulus__missing-or-null, +95,2021-09-01,93025-5,, +95,2021-09-01,93025-5,cumulus__missing-or-null, +95,2020-07-01,,Never smoked tobacco (finding), +95,2020-07-01,72166-2,Never smoked tobacco (finding), +95,2020-02-01,33914-3,,ambulatory +95,2020-02-01,33914-3,cumulus__missing-or-null,ambulatory +95,2019-11-01,33914-3,,ambulatory +95,2019-11-01,33914-3,cumulus__missing-or-null,ambulatory +95,2019-09-01,9279-1,, +95,2019-09-01,9279-1,cumulus__missing-or-null, +95,2019-09-01,8867-4,, +95,2019-09-01,8867-4,cumulus__missing-or-null, +95,2019-09-01,8302-2,, +95,2019-09-01,8302-2,cumulus__missing-or-null, +95,2019-09-01,72166-2,, +95,2019-09-01,29463-7,, +95,2019-09-01,29463-7,cumulus__missing-or-null, +95,2018-08-01,93025-5,,ambulatory +95,2018-08-01,93025-5,cumulus__missing-or-null,ambulatory +95,2017-11-01,85354-9,, +95,2017-11-01,85354-9,cumulus__missing-or-null, +95,2017-11-01,29463-7,, +95,2017-11-01,29463-7,cumulus__missing-or-null, +95,2017-10-01,33914-3,, +95,2017-10-01,33914-3,cumulus__missing-or-null, +95,2017-01-01,,Never smoked tobacco (finding), +95,2017-01-01,72166-2,Never smoked tobacco (finding), +95,2016-11-01,9279-1,,ambulatory +95,2016-11-01,9279-1,cumulus__missing-or-null,ambulatory +95,2016-11-01,8867-4,,ambulatory +95,2016-11-01,8867-4,cumulus__missing-or-null,ambulatory +95,2016-11-01,8302-2,,ambulatory +95,2016-11-01,8302-2,cumulus__missing-or-null,ambulatory +95,2016-11-01,72166-2,,ambulatory +94,2023-01-01,,Never smoked tobacco (finding),ambulatory +94,2023-01-01,72166-2,Never smoked tobacco (finding),ambulatory +94,2022-07-01,74006-8,, +94,2022-07-01,74006-8,,ambulatory +94,2022-07-01,74006-8,cumulus__missing-or-null, +94,2022-07-01,74006-8,cumulus__missing-or-null,ambulatory +94,2022-07-01,33914-3,,ambulatory +94,2022-07-01,33914-3,cumulus__missing-or-null,ambulatory +94,2022-06-01,93025-5,,ambulatory +94,2022-06-01,93025-5,cumulus__missing-or-null,ambulatory +94,2021-11-01,39156-5,,ambulatory +94,2021-11-01,39156-5,cumulus__missing-or-null,ambulatory +94,2021-10-01,,Never smoked tobacco (finding), +94,2021-10-01,72166-2,Never smoked tobacco (finding), +94,2021-10-01,6299-2,, +94,2021-10-01,6299-2,cumulus__missing-or-null, +94,2021-10-01,6298-4,, +94,2021-10-01,6298-4,cumulus__missing-or-null, +94,2021-10-01,49765-1,, +94,2021-10-01,49765-1,cumulus__missing-or-null, +94,2021-10-01,38483-4,, +94,2021-10-01,38483-4,cumulus__missing-or-null, +94,2021-10-01,2947-0,, +94,2021-10-01,2947-0,cumulus__missing-or-null, +94,2021-10-01,2339-0,, +94,2021-10-01,2339-0,cumulus__missing-or-null, +94,2021-10-01,2069-3,, +94,2021-10-01,2069-3,cumulus__missing-or-null, +94,2021-10-01,20565-8,, +94,2021-10-01,20565-8,cumulus__missing-or-null, +94,2021-08-01,93025-5,, +94,2021-08-01,93025-5,cumulus__missing-or-null, +94,2021-06-01,33914-3,,ambulatory +94,2021-06-01,33914-3,cumulus__missing-or-null,ambulatory +94,2021-01-01,33914-3,,ambulatory +94,2021-01-01,33914-3,cumulus__missing-or-null,ambulatory +94,2019-09-01,85354-9,,ambulatory +94,2019-09-01,85354-9,cumulus__missing-or-null,ambulatory +94,2019-06-01,93025-5,, +94,2019-06-01,93025-5,cumulus__missing-or-null, +94,2019-02-01,33914-3,,ambulatory +94,2019-02-01,33914-3,cumulus__missing-or-null,ambulatory +94,2018-10-01,39156-5,,ambulatory +94,2018-10-01,39156-5,cumulus__missing-or-null,ambulatory +94,2018-09-01,33914-3,,ambulatory +94,2018-09-01,33914-3,cumulus__missing-or-null,ambulatory +94,2018-06-01,33914-3,, +94,2018-06-01,33914-3,cumulus__missing-or-null, +94,2018-05-01,,Never smoked tobacco (finding), +94,2018-05-01,,Never smoked tobacco (finding),ambulatory +94,2018-05-01,72166-2,Never smoked tobacco (finding), +94,2018-05-01,72166-2,Never smoked tobacco (finding),ambulatory +94,2018-05-01,33914-3,, +94,2018-05-01,33914-3,cumulus__missing-or-null, +94,2018-02-01,39156-5,,ambulatory +94,2018-02-01,39156-5,cumulus__missing-or-null,ambulatory +94,2017-11-01,9279-1,, +94,2017-11-01,9279-1,cumulus__missing-or-null, +94,2017-11-01,8867-4,, +94,2017-11-01,8867-4,cumulus__missing-or-null, +94,2017-11-01,8302-2,, +94,2017-11-01,8302-2,cumulus__missing-or-null, +94,2017-11-01,72166-2,, +94,2017-09-01,39156-5,,ambulatory +94,2017-09-01,39156-5,cumulus__missing-or-null,ambulatory +94,2017-07-01,,Never smoked tobacco (finding), +94,2017-07-01,72166-2,Never smoked tobacco (finding), +94,2016-10-01,39156-5,,ambulatory +94,2016-10-01,39156-5,cumulus__missing-or-null,ambulatory +93,,72514-3,,inpatient encounter +93,,72514-3,cumulus__missing-or-null,inpatient encounter +93,,48065-7,, +93,,48065-7,,inpatient encounter +93,,48065-7,cumulus__missing-or-null, +93,,48065-7,cumulus__missing-or-null,inpatient encounter +93,,33959-8,, +93,,33959-8,,inpatient encounter +93,,33959-8,cumulus__missing-or-null, +93,,33959-8,cumulus__missing-or-null,inpatient encounter +93,,2532-0,, +93,,2532-0,,inpatient encounter +93,,2532-0,cumulus__missing-or-null, +93,,2532-0,cumulus__missing-or-null,inpatient encounter +93,,2157-6,, +93,,2157-6,,inpatient encounter +93,,2157-6,cumulus__missing-or-null, +93,,2157-6,cumulus__missing-or-null,inpatient encounter +93,,1988-5,, +93,,1988-5,,inpatient encounter +93,,1988-5,cumulus__missing-or-null, +93,,1988-5,cumulus__missing-or-null,inpatient encounter +93,,14804-9,, +93,,14804-9,,inpatient encounter +93,,14804-9,cumulus__missing-or-null, +93,,14804-9,cumulus__missing-or-null,inpatient encounter +93,2021-10-01,,Never smoked tobacco (finding),ambulatory +93,2021-10-01,72166-2,Never smoked tobacco (finding),ambulatory +93,2021-02-01,,Never smoked tobacco (finding), +93,2021-02-01,,Never smoked tobacco (finding),ambulatory +93,2021-02-01,72166-2,Never smoked tobacco (finding), +93,2021-02-01,72166-2,Never smoked tobacco (finding),ambulatory +93,2021-01-01,,Never smoked tobacco (finding), +93,2021-01-01,72166-2,Never smoked tobacco (finding), +93,2020-11-01,39156-5,, +93,2020-11-01,39156-5,,ambulatory +93,2020-11-01,39156-5,cumulus__missing-or-null, +93,2020-11-01,39156-5,cumulus__missing-or-null,ambulatory +93,2019-06-01,93025-5,,ambulatory +93,2019-06-01,93025-5,cumulus__missing-or-null,ambulatory +93,2018-05-01,93025-5,, +93,2018-05-01,93025-5,cumulus__missing-or-null, +92,2023-03-01,,Never smoked tobacco (finding),ambulatory +92,2023-03-01,72166-2,Never smoked tobacco (finding),ambulatory +92,2022-12-01,74006-8,, +92,2022-12-01,74006-8,,ambulatory +92,2022-12-01,74006-8,cumulus__missing-or-null, +92,2022-12-01,74006-8,cumulus__missing-or-null,ambulatory +92,2022-12-01,39156-5,,ambulatory +92,2022-12-01,39156-5,cumulus__missing-or-null,ambulatory +92,2022-11-01,33914-3,,ambulatory +92,2022-11-01,33914-3,cumulus__missing-or-null,ambulatory +92,2022-08-01,,Never smoked tobacco (finding), +92,2022-08-01,72166-2,Never smoked tobacco (finding), +92,2021-12-01,,Never smoked tobacco (finding), +92,2021-12-01,72166-2,Never smoked tobacco (finding), +92,2021-09-01,93025-5,,ambulatory +92,2021-09-01,93025-5,cumulus__missing-or-null,ambulatory +92,2021-08-01,33914-3,,ambulatory +92,2021-08-01,33914-3,cumulus__missing-or-null,ambulatory +92,2021-07-01,33914-3,, +92,2021-07-01,33914-3,cumulus__missing-or-null, +92,2021-05-01,93025-5,, +92,2021-05-01,93025-5,cumulus__missing-or-null, +92,2021-01-01,,Never smoked tobacco (finding),ambulatory +92,2021-01-01,93025-5,, +92,2021-01-01,93025-5,cumulus__missing-or-null, +92,2021-01-01,72166-2,Never smoked tobacco (finding),ambulatory +92,2020-10-01,33914-3,,ambulatory +92,2020-10-01,33914-3,cumulus__missing-or-null,ambulatory +92,2020-08-01,93025-5,, +92,2020-08-01,93025-5,cumulus__missing-or-null, +92,2020-06-01,93025-5,, +92,2020-06-01,93025-5,,ambulatory +92,2020-06-01,93025-5,cumulus__missing-or-null, +92,2020-06-01,93025-5,cumulus__missing-or-null,ambulatory +92,2020-02-01,,Never smoked tobacco (finding), +92,2020-02-01,93025-5,, +92,2020-02-01,93025-5,cumulus__missing-or-null, +92,2020-02-01,72166-2,Never smoked tobacco (finding), +92,2019-12-01,,Never smoked tobacco (finding), +92,2019-12-01,72166-2,Never smoked tobacco (finding), +92,2019-06-01,33914-3,, +92,2019-06-01,33914-3,cumulus__missing-or-null, +92,2019-02-01,4548-4,, +92,2019-02-01,4548-4,cumulus__missing-or-null, +92,2018-12-01,39156-5,,ambulatory +92,2018-12-01,39156-5,cumulus__missing-or-null,ambulatory +92,2018-11-01,33914-3,, +92,2018-11-01,33914-3,cumulus__missing-or-null, +92,2018-06-01,,Never smoked tobacco (finding), +92,2018-06-01,72166-2,Never smoked tobacco (finding), +92,2018-05-01,93025-5,,ambulatory +92,2018-05-01,93025-5,cumulus__missing-or-null,ambulatory +92,2018-04-01,,Never smoked tobacco (finding), +92,2018-04-01,74006-8,, +92,2018-04-01,74006-8,,ambulatory +92,2018-04-01,74006-8,cumulus__missing-or-null, +92,2018-04-01,74006-8,cumulus__missing-or-null,ambulatory +92,2018-04-01,72166-2,Never smoked tobacco (finding), +92,2018-01-01,74006-8,, +92,2018-01-01,74006-8,,ambulatory +92,2018-01-01,74006-8,cumulus__missing-or-null, +92,2018-01-01,74006-8,cumulus__missing-or-null,ambulatory +92,2017-07-01,93025-5,, +92,2017-07-01,93025-5,cumulus__missing-or-null, +92,2017-01-01,,Never smoked tobacco (finding),ambulatory +92,2017-01-01,72166-2,Never smoked tobacco (finding),ambulatory +92,2016-09-01,33914-3,, +92,2016-09-01,33914-3,cumulus__missing-or-null, +91,2023-02-01,,Never smoked tobacco (finding), +91,2023-02-01,72166-2,Never smoked tobacco (finding), +91,2023-01-01,33914-3,, +91,2023-01-01,33914-3,cumulus__missing-or-null, +91,2022-01-01,33914-3,, +91,2022-01-01,33914-3,cumulus__missing-or-null, +91,2021-12-01,,Never smoked tobacco (finding),ambulatory +91,2021-12-01,72166-2,Never smoked tobacco (finding),ambulatory +91,2021-12-01,6299-2,, +91,2021-12-01,6299-2,cumulus__missing-or-null, +91,2021-12-01,6298-4,, +91,2021-12-01,6298-4,cumulus__missing-or-null, +91,2021-12-01,49765-1,, +91,2021-12-01,49765-1,cumulus__missing-or-null, +91,2021-12-01,38483-4,, +91,2021-12-01,38483-4,cumulus__missing-or-null, +91,2021-12-01,2947-0,, +91,2021-12-01,2947-0,cumulus__missing-or-null, +91,2021-12-01,2339-0,, +91,2021-12-01,2339-0,cumulus__missing-or-null, +91,2021-12-01,2069-3,, +91,2021-12-01,2069-3,cumulus__missing-or-null, +91,2021-12-01,20565-8,, +91,2021-12-01,20565-8,cumulus__missing-or-null, +91,2021-10-01,93025-5,, +91,2021-10-01,93025-5,cumulus__missing-or-null, +91,2021-09-01,,Never smoked tobacco (finding), +91,2021-09-01,72166-2,Never smoked tobacco (finding), +91,2021-02-01,33914-3,, +91,2021-02-01,33914-3,cumulus__missing-or-null, +91,2021-01-01,93025-5,,ambulatory +91,2021-01-01,93025-5,cumulus__missing-or-null,ambulatory +91,2020-12-01,,Never smoked tobacco (finding), +91,2020-12-01,72166-2,Never smoked tobacco (finding), +91,2020-08-01,,Never smoked tobacco (finding), +91,2020-08-01,72166-2,Never smoked tobacco (finding), +91,2020-07-01,,Never smoked tobacco (finding),ambulatory +91,2020-07-01,72166-2,Never smoked tobacco (finding),ambulatory +91,2020-03-01,4548-4,,ambulatory +91,2020-03-01,4548-4,cumulus__missing-or-null,ambulatory +91,2020-02-01,,Never smoked tobacco (finding),ambulatory +91,2020-02-01,93025-5,,ambulatory +91,2020-02-01,93025-5,cumulus__missing-or-null,ambulatory +91,2020-02-01,72166-2,Never smoked tobacco (finding),ambulatory +91,2019-09-01,9279-1,,ambulatory +91,2019-09-01,9279-1,cumulus__missing-or-null,ambulatory +91,2019-09-01,8867-4,,ambulatory +91,2019-09-01,8867-4,cumulus__missing-or-null,ambulatory +91,2019-09-01,8302-2,,ambulatory +91,2019-09-01,8302-2,cumulus__missing-or-null,ambulatory +91,2019-09-01,72166-2,,ambulatory +91,2019-09-01,29463-7,,ambulatory +91,2019-09-01,29463-7,cumulus__missing-or-null,ambulatory +91,2019-02-01,93025-5,, +91,2019-02-01,93025-5,cumulus__missing-or-null, +91,2019-01-01,93025-5,,ambulatory +91,2019-01-01,93025-5,cumulus__missing-or-null,ambulatory +91,2016-08-01,33914-3,, +91,2016-08-01,33914-3,cumulus__missing-or-null, +90,2023-02-01,33914-3,,ambulatory +90,2023-02-01,33914-3,cumulus__missing-or-null,ambulatory +90,2022-09-01,33914-3,,ambulatory +90,2022-09-01,33914-3,cumulus__missing-or-null,ambulatory +90,2022-08-01,,Never smoked tobacco (finding),ambulatory +90,2022-08-01,72166-2,Never smoked tobacco (finding),ambulatory +90,2022-06-01,33914-3,,ambulatory +90,2022-06-01,33914-3,cumulus__missing-or-null,ambulatory +90,2022-05-01,93025-5,, +90,2022-05-01,93025-5,cumulus__missing-or-null, +90,2021-12-01,6299-2,,ambulatory +90,2021-12-01,6299-2,cumulus__missing-or-null,ambulatory +90,2021-12-01,6298-4,,ambulatory +90,2021-12-01,6298-4,cumulus__missing-or-null,ambulatory +90,2021-12-01,49765-1,,ambulatory +90,2021-12-01,49765-1,cumulus__missing-or-null,ambulatory +90,2021-12-01,38483-4,,ambulatory +90,2021-12-01,38483-4,cumulus__missing-or-null,ambulatory +90,2021-12-01,33914-3,, +90,2021-12-01,33914-3,cumulus__missing-or-null, +90,2021-12-01,2947-0,,ambulatory +90,2021-12-01,2947-0,cumulus__missing-or-null,ambulatory +90,2021-12-01,2339-0,,ambulatory +90,2021-12-01,2339-0,cumulus__missing-or-null,ambulatory +90,2021-12-01,2069-3,,ambulatory +90,2021-12-01,2069-3,cumulus__missing-or-null,ambulatory +90,2021-12-01,20565-8,,ambulatory +90,2021-12-01,20565-8,cumulus__missing-or-null,ambulatory +90,2021-10-01,93025-5,,ambulatory +90,2021-10-01,93025-5,cumulus__missing-or-null,ambulatory +90,2021-04-01,93025-5,, +90,2021-04-01,93025-5,cumulus__missing-or-null, +90,2021-02-01,33914-3,,ambulatory +90,2021-02-01,33914-3,cumulus__missing-or-null,ambulatory +90,2021-01-01,6299-2,, +90,2021-01-01,6299-2,cumulus__missing-or-null, +90,2021-01-01,6298-4,, +90,2021-01-01,6298-4,cumulus__missing-or-null, +90,2021-01-01,49765-1,, +90,2021-01-01,49765-1,cumulus__missing-or-null, +90,2021-01-01,38483-4,, +90,2021-01-01,38483-4,cumulus__missing-or-null, +90,2021-01-01,2947-0,, +90,2021-01-01,2947-0,cumulus__missing-or-null, +90,2021-01-01,2339-0,, +90,2021-01-01,2339-0,cumulus__missing-or-null, +90,2021-01-01,2069-3,, +90,2021-01-01,2069-3,cumulus__missing-or-null, +90,2021-01-01,20565-8,, +90,2021-01-01,20565-8,cumulus__missing-or-null, +90,2020-12-01,789-8,, +90,2020-12-01,789-8,cumulus__missing-or-null, +90,2020-12-01,787-2,, +90,2020-12-01,787-2,cumulus__missing-or-null, +90,2020-12-01,786-4,, +90,2020-12-01,786-4,cumulus__missing-or-null, +90,2020-12-01,785-6,, +90,2020-12-01,785-6,cumulus__missing-or-null, +90,2020-12-01,777-3,, +90,2020-12-01,777-3,cumulus__missing-or-null, +90,2020-12-01,718-7,, +90,2020-12-01,718-7,cumulus__missing-or-null, +90,2020-12-01,6690-2,, +90,2020-12-01,6690-2,cumulus__missing-or-null, +90,2020-12-01,4544-3,, +90,2020-12-01,4544-3,cumulus__missing-or-null, +90,2020-08-01,,Never smoked tobacco (finding),ambulatory +90,2020-08-01,93025-5,,ambulatory +90,2020-08-01,93025-5,cumulus__missing-or-null,ambulatory +90,2020-08-01,72166-2,Never smoked tobacco (finding),ambulatory +90,2019-12-01,,Never smoked tobacco (finding),ambulatory +90,2019-12-01,72166-2,Never smoked tobacco (finding),ambulatory +90,2019-10-01,33914-3,, +90,2019-10-01,33914-3,cumulus__missing-or-null, +90,2019-08-01,93025-5,, +90,2019-08-01,93025-5,cumulus__missing-or-null, +90,2019-02-01,4548-4,,ambulatory +90,2019-02-01,4548-4,cumulus__missing-or-null,ambulatory +90,2018-06-01,,Never smoked tobacco (finding),ambulatory +90,2018-06-01,72166-2,Never smoked tobacco (finding),ambulatory +90,2018-04-01,,Never smoked tobacco (finding),ambulatory +90,2018-04-01,72166-2,Never smoked tobacco (finding),ambulatory +90,2018-03-01,55758-7,, +90,2018-03-01,55758-7,cumulus__missing-or-null, +90,2017-11-01,85354-9,,ambulatory +90,2017-11-01,85354-9,cumulus__missing-or-null,ambulatory +90,2017-11-01,29463-7,,ambulatory +90,2017-11-01,29463-7,cumulus__missing-or-null,ambulatory +90,2017-08-01,,Never smoked tobacco (finding), +90,2017-08-01,72166-2,Never smoked tobacco (finding), +90,2017-07-01,,Never smoked tobacco (finding),ambulatory +90,2017-07-01,72166-2,Never smoked tobacco (finding),ambulatory +90,2017-07-01,33914-3,, +90,2017-07-01,33914-3,cumulus__missing-or-null, +90,2017-01-01,93025-5,, +90,2017-01-01,93025-5,cumulus__missing-or-null, +90,2017-01-01,6299-2,, +90,2017-01-01,6299-2,cumulus__missing-or-null, +90,2017-01-01,6298-4,, +90,2017-01-01,6298-4,cumulus__missing-or-null, +90,2017-01-01,49765-1,, +90,2017-01-01,49765-1,cumulus__missing-or-null, +90,2017-01-01,38483-4,, +90,2017-01-01,38483-4,cumulus__missing-or-null, +90,2017-01-01,33914-3,,ambulatory +90,2017-01-01,33914-3,cumulus__missing-or-null,ambulatory +90,2017-01-01,2947-0,, +90,2017-01-01,2947-0,cumulus__missing-or-null, +90,2017-01-01,2339-0,, +90,2017-01-01,2339-0,cumulus__missing-or-null, +90,2017-01-01,2069-3,, +90,2017-01-01,2069-3,cumulus__missing-or-null, +90,2017-01-01,20565-8,, +90,2017-01-01,20565-8,cumulus__missing-or-null, +90,2016-10-01,33914-3,, +90,2016-10-01,33914-3,cumulus__missing-or-null, +89,2022-12-01,33914-3,, +89,2022-12-01,33914-3,cumulus__missing-or-null, +89,2022-09-01,,Never smoked tobacco (finding), +89,2022-09-01,72166-2,Never smoked tobacco (finding), +89,2022-08-01,74006-8,, +89,2022-08-01,74006-8,,ambulatory +89,2022-08-01,74006-8,cumulus__missing-or-null, +89,2022-08-01,74006-8,cumulus__missing-or-null,ambulatory +89,2022-01-01,93025-5,, +89,2022-01-01,93025-5,,ambulatory +89,2022-01-01,93025-5,cumulus__missing-or-null, +89,2022-01-01,93025-5,cumulus__missing-or-null,ambulatory +89,2022-01-01,33914-3,,ambulatory +89,2022-01-01,33914-3,cumulus__missing-or-null,ambulatory +89,2021-08-01,93025-5,,ambulatory +89,2021-08-01,93025-5,cumulus__missing-or-null,ambulatory +89,2021-05-01,93025-5,,ambulatory +89,2021-05-01,93025-5,cumulus__missing-or-null,ambulatory +89,2021-04-01,93025-5,,ambulatory +89,2021-04-01,93025-5,cumulus__missing-or-null,ambulatory +89,2021-04-01,33914-3,, +89,2021-04-01,33914-3,cumulus__missing-or-null, +89,2021-01-01,6299-2,,ambulatory +89,2021-01-01,6299-2,cumulus__missing-or-null,ambulatory +89,2021-01-01,6298-4,,ambulatory +89,2021-01-01,6298-4,cumulus__missing-or-null,ambulatory +89,2021-01-01,49765-1,,ambulatory +89,2021-01-01,49765-1,cumulus__missing-or-null,ambulatory +89,2021-01-01,38483-4,,ambulatory +89,2021-01-01,38483-4,cumulus__missing-or-null,ambulatory +89,2021-01-01,2947-0,,ambulatory +89,2021-01-01,2947-0,cumulus__missing-or-null,ambulatory +89,2021-01-01,2339-0,,ambulatory +89,2021-01-01,2339-0,cumulus__missing-or-null,ambulatory +89,2021-01-01,2069-3,,ambulatory +89,2021-01-01,2069-3,cumulus__missing-or-null,ambulatory +89,2021-01-01,20565-8,,ambulatory +89,2021-01-01,20565-8,cumulus__missing-or-null,ambulatory +89,2020-12-01,,Never smoked tobacco (finding),ambulatory +89,2020-12-01,72166-2,Never smoked tobacco (finding),ambulatory +89,2020-12-01,33914-3,,ambulatory +89,2020-12-01,33914-3,cumulus__missing-or-null,ambulatory +89,2020-10-01,,Never smoked tobacco (finding), +89,2020-10-01,93025-5,, +89,2020-10-01,93025-5,cumulus__missing-or-null, +89,2020-10-01,72166-2,Never smoked tobacco (finding), +89,2020-03-01,6299-2,, +89,2020-03-01,6299-2,cumulus__missing-or-null, +89,2020-03-01,6298-4,, +89,2020-03-01,6298-4,cumulus__missing-or-null, +89,2020-03-01,49765-1,, +89,2020-03-01,49765-1,cumulus__missing-or-null, +89,2020-03-01,38483-4,, +89,2020-03-01,38483-4,cumulus__missing-or-null, +89,2020-03-01,2947-0,, +89,2020-03-01,2947-0,cumulus__missing-or-null, +89,2020-03-01,2339-0,, +89,2020-03-01,2339-0,cumulus__missing-or-null, +89,2020-03-01,2069-3,, +89,2020-03-01,2069-3,cumulus__missing-or-null, +89,2020-03-01,20565-8,, +89,2020-03-01,20565-8,cumulus__missing-or-null, +89,2019-11-01,93025-5,, +89,2019-11-01,93025-5,cumulus__missing-or-null, +89,2019-08-01,93025-5,,ambulatory +89,2019-08-01,93025-5,cumulus__missing-or-null,ambulatory +89,2019-06-01,33914-3,,ambulatory +89,2019-06-01,33914-3,cumulus__missing-or-null,ambulatory +89,2019-04-01,4548-4,, +89,2019-04-01,4548-4,cumulus__missing-or-null, +89,2019-02-01,93025-5,,ambulatory +89,2019-02-01,93025-5,cumulus__missing-or-null,ambulatory +89,2019-01-01,4548-4,, +89,2019-01-01,4548-4,cumulus__missing-or-null, +89,2018-08-01,33914-3,,ambulatory +89,2018-08-01,33914-3,cumulus__missing-or-null,ambulatory +89,2017-11-01,9279-1,,ambulatory +89,2017-11-01,9279-1,cumulus__missing-or-null,ambulatory +89,2017-11-01,8867-4,,ambulatory +89,2017-11-01,8867-4,cumulus__missing-or-null,ambulatory +89,2017-11-01,8302-2,,ambulatory +89,2017-11-01,8302-2,cumulus__missing-or-null,ambulatory +89,2017-11-01,72166-2,,ambulatory +89,2017-11-01,39156-5,, +89,2017-11-01,39156-5,cumulus__missing-or-null, +89,2017-06-01,,Never smoked tobacco (finding), +89,2017-06-01,72166-2,Never smoked tobacco (finding), +89,2017-04-01,39156-5,, +89,2017-04-01,39156-5,cumulus__missing-or-null, +89,2017-03-01,74006-8,, +89,2017-03-01,74006-8,,ambulatory +89,2017-03-01,74006-8,cumulus__missing-or-null, +89,2017-03-01,74006-8,cumulus__missing-or-null,ambulatory +89,2017-03-01,55758-7,, +89,2017-03-01,55758-7,cumulus__missing-or-null, +89,2016-11-01,39156-5,, +89,2016-11-01,39156-5,cumulus__missing-or-null, +89,2016-10-01,74006-8,, +89,2016-10-01,74006-8,,ambulatory +89,2016-10-01,74006-8,cumulus__missing-or-null, +89,2016-10-01,74006-8,cumulus__missing-or-null,ambulatory +89,2016-07-01,,Never smoked tobacco (finding), +89,2016-07-01,72166-2,Never smoked tobacco (finding), +88,2023-02-01,,Never smoked tobacco (finding),ambulatory +88,2023-02-01,72166-2,Never smoked tobacco (finding),ambulatory +88,2023-01-01,74006-8,, +88,2023-01-01,74006-8,,ambulatory +88,2023-01-01,74006-8,cumulus__missing-or-null, +88,2023-01-01,74006-8,cumulus__missing-or-null,ambulatory +88,2023-01-01,33914-3,,ambulatory +88,2023-01-01,33914-3,cumulus__missing-or-null,ambulatory +88,2022-11-01,74006-8,, +88,2022-11-01,74006-8,,ambulatory +88,2022-11-01,74006-8,cumulus__missing-or-null, +88,2022-11-01,74006-8,cumulus__missing-or-null,ambulatory +88,2022-05-01,33914-3,,ambulatory +88,2022-05-01,33914-3,cumulus__missing-or-null,ambulatory +88,2022-04-01,33914-3,, +88,2022-04-01,33914-3,cumulus__missing-or-null, +88,2021-11-01,33914-3,,ambulatory +88,2021-11-01,33914-3,cumulus__missing-or-null,ambulatory +88,2021-09-01,,Never smoked tobacco (finding),ambulatory +88,2021-09-01,72166-2,Never smoked tobacco (finding),ambulatory +88,2021-07-01,33914-3,,ambulatory +88,2021-07-01,33914-3,cumulus__missing-or-null,ambulatory +88,2020-05-01,,Never smoked tobacco (finding), +88,2020-05-01,93025-5,, +88,2020-05-01,93025-5,cumulus__missing-or-null, +88,2020-05-01,72166-2,Never smoked tobacco (finding), +88,2020-01-01,,Never smoked tobacco (finding), +88,2020-01-01,72166-2,Never smoked tobacco (finding), +88,2020-01-01,33914-3,, +88,2020-01-01,33914-3,cumulus__missing-or-null, +88,2019-08-01,33914-3,, +88,2019-08-01,33914-3,cumulus__missing-or-null, +88,2019-05-01,93025-5,, +88,2019-05-01,93025-5,cumulus__missing-or-null, +88,2019-02-01,6299-2,, +88,2019-02-01,6299-2,cumulus__missing-or-null, +88,2019-02-01,6298-4,, +88,2019-02-01,6298-4,cumulus__missing-or-null, +88,2019-02-01,49765-1,, +88,2019-02-01,49765-1,cumulus__missing-or-null, +88,2019-02-01,38483-4,, +88,2019-02-01,38483-4,cumulus__missing-or-null, +88,2019-02-01,2947-0,, +88,2019-02-01,2947-0,cumulus__missing-or-null, +88,2019-02-01,2339-0,, +88,2019-02-01,2339-0,cumulus__missing-or-null, +88,2019-02-01,2069-3,, +88,2019-02-01,2069-3,cumulus__missing-or-null, +88,2019-02-01,20565-8,, +88,2019-02-01,20565-8,cumulus__missing-or-null, +88,2018-03-01,55758-7,,ambulatory +88,2018-03-01,55758-7,cumulus__missing-or-null,ambulatory +88,2018-03-01,33914-3,,ambulatory +88,2018-03-01,33914-3,cumulus__missing-or-null,ambulatory +88,2018-01-01,,Never smoked tobacco (finding), +88,2018-01-01,72166-2,Never smoked tobacco (finding), +88,2017-11-01,33914-3,, +88,2017-11-01,33914-3,cumulus__missing-or-null, +88,2017-10-01,33914-3,,ambulatory +88,2017-10-01,33914-3,cumulus__missing-or-null,ambulatory +88,2017-08-01,,Never smoked tobacco (finding),ambulatory +88,2017-08-01,72166-2,Never smoked tobacco (finding),ambulatory +88,2017-05-01,,Never smoked tobacco (finding), +88,2017-05-01,93025-5,, +88,2017-05-01,93025-5,cumulus__missing-or-null, +88,2017-05-01,72166-2,Never smoked tobacco (finding), +88,2017-04-01,39156-5,,ambulatory +88,2017-04-01,39156-5,cumulus__missing-or-null,ambulatory +88,2016-12-01,93025-5,, +88,2016-12-01,93025-5,cumulus__missing-or-null, +88,2016-11-01,39156-5,,ambulatory +88,2016-11-01,39156-5,cumulus__missing-or-null,ambulatory +88,2016-06-01,93025-5,, +88,2016-06-01,93025-5,cumulus__missing-or-null, +87,2023-03-01,6299-2,, +87,2023-03-01,6299-2,cumulus__missing-or-null, +87,2023-03-01,6298-4,, +87,2023-03-01,6298-4,cumulus__missing-or-null, +87,2023-03-01,49765-1,, +87,2023-03-01,49765-1,cumulus__missing-or-null, +87,2023-03-01,38483-4,, +87,2023-03-01,38483-4,cumulus__missing-or-null, +87,2023-03-01,2947-0,, +87,2023-03-01,2947-0,cumulus__missing-or-null, +87,2023-03-01,2339-0,, +87,2023-03-01,2339-0,cumulus__missing-or-null, +87,2023-03-01,2069-3,, +87,2023-03-01,2069-3,cumulus__missing-or-null, +87,2023-03-01,20565-8,, +87,2023-03-01,20565-8,cumulus__missing-or-null, +87,2022-09-01,,Never smoked tobacco (finding),ambulatory +87,2022-09-01,72166-2,Never smoked tobacco (finding),ambulatory +87,2022-05-01,93025-5,,ambulatory +87,2022-05-01,93025-5,cumulus__missing-or-null,ambulatory +87,2022-03-01,33914-3,, +87,2022-03-01,33914-3,cumulus__missing-or-null, +87,2021-12-01,33914-3,,ambulatory +87,2021-12-01,33914-3,cumulus__missing-or-null,ambulatory +87,2021-02-01,93025-5,, +87,2021-02-01,93025-5,cumulus__missing-or-null, +87,2020-12-01,6768-6,, +87,2020-12-01,6768-6,cumulus__missing-or-null, +87,2020-12-01,2885-2,, +87,2020-12-01,2885-2,cumulus__missing-or-null, +87,2020-12-01,1975-2,, +87,2020-12-01,1975-2,cumulus__missing-or-null, +87,2020-12-01,1920-8,, +87,2020-12-01,1920-8,cumulus__missing-or-null, +87,2020-12-01,1751-7,, +87,2020-12-01,1751-7,cumulus__missing-or-null, +87,2020-12-01,1742-6,, +87,2020-12-01,1742-6,cumulus__missing-or-null, +87,2020-09-01,33914-3,,ambulatory +87,2020-09-01,33914-3,cumulus__missing-or-null,ambulatory +87,2020-05-01,33914-3,,ambulatory +87,2020-05-01,33914-3,cumulus__missing-or-null,ambulatory +87,2020-01-01,93025-5,, +87,2020-01-01,93025-5,cumulus__missing-or-null, +87,2019-11-01,93025-5,,ambulatory +87,2019-11-01,93025-5,cumulus__missing-or-null,ambulatory +87,2019-08-01,,Never smoked tobacco (finding), +87,2019-08-01,72166-2,Never smoked tobacco (finding), +87,2019-03-01,55758-7,, +87,2019-03-01,55758-7,cumulus__missing-or-null, +87,2018-10-01,33914-3,,ambulatory +87,2018-10-01,33914-3,cumulus__missing-or-null,ambulatory +87,2018-09-01,93025-5,, +87,2018-09-01,93025-5,cumulus__missing-or-null, +87,2018-01-01,,Never smoked tobacco (finding),ambulatory +87,2018-01-01,72166-2,Never smoked tobacco (finding),ambulatory +87,2017-12-01,74006-8,, +87,2017-12-01,74006-8,,ambulatory +87,2017-12-01,74006-8,cumulus__missing-or-null, +87,2017-12-01,74006-8,cumulus__missing-or-null,ambulatory +87,2017-10-01,,Never smoked tobacco (finding), +87,2017-10-01,72166-2,Never smoked tobacco (finding), +87,2017-08-01,33914-3,, +87,2017-08-01,33914-3,cumulus__missing-or-null, +87,2017-07-01,93025-5,,ambulatory +87,2017-07-01,93025-5,cumulus__missing-or-null,ambulatory +87,2017-06-01,,Never smoked tobacco (finding),ambulatory +87,2017-06-01,72166-2,Never smoked tobacco (finding),ambulatory +87,2016-12-01,74006-8,, +87,2016-12-01,74006-8,,ambulatory +87,2016-12-01,74006-8,cumulus__missing-or-null, +87,2016-12-01,74006-8,cumulus__missing-or-null,ambulatory +87,2016-09-01,,Never smoked tobacco (finding), +87,2016-09-01,72166-2,Never smoked tobacco (finding), +87,2016-09-01,33914-3,,ambulatory +87,2016-09-01,33914-3,cumulus__missing-or-null,ambulatory +86,,3173-2,,inpatient encounter +86,,3173-2,cumulus__missing-or-null,inpatient encounter +86,,2777-1,,inpatient encounter +86,,2777-1,cumulus__missing-or-null,inpatient encounter +86,2023-03-01,74006-8,, +86,2023-03-01,74006-8,,ambulatory +86,2023-03-01,74006-8,cumulus__missing-or-null, +86,2023-03-01,74006-8,cumulus__missing-or-null,ambulatory +86,2022-11-01,,Never smoked tobacco (finding), +86,2022-11-01,72166-2,Never smoked tobacco (finding), +86,2022-03-01,6299-2,, +86,2022-03-01,6299-2,cumulus__missing-or-null, +86,2022-03-01,6298-4,, +86,2022-03-01,6298-4,cumulus__missing-or-null, +86,2022-03-01,49765-1,, +86,2022-03-01,49765-1,cumulus__missing-or-null, +86,2022-03-01,38483-4,, +86,2022-03-01,38483-4,cumulus__missing-or-null, +86,2022-03-01,2947-0,, +86,2022-03-01,2947-0,cumulus__missing-or-null, +86,2022-03-01,2339-0,, +86,2022-03-01,2339-0,cumulus__missing-or-null, +86,2022-03-01,2069-3,, +86,2022-03-01,2069-3,cumulus__missing-or-null, +86,2022-03-01,20565-8,, +86,2022-03-01,20565-8,cumulus__missing-or-null, +86,2022-02-01,33914-3,, +86,2022-02-01,33914-3,cumulus__missing-or-null, +86,2022-01-01,6299-2,, +86,2022-01-01,6299-2,,ambulatory +86,2022-01-01,6299-2,cumulus__missing-or-null, +86,2022-01-01,6299-2,cumulus__missing-or-null,ambulatory +86,2022-01-01,6298-4,, +86,2022-01-01,6298-4,,ambulatory +86,2022-01-01,6298-4,cumulus__missing-or-null, +86,2022-01-01,6298-4,cumulus__missing-or-null,ambulatory +86,2022-01-01,49765-1,, +86,2022-01-01,49765-1,,ambulatory +86,2022-01-01,49765-1,cumulus__missing-or-null, +86,2022-01-01,49765-1,cumulus__missing-or-null,ambulatory +86,2022-01-01,38483-4,, +86,2022-01-01,38483-4,,ambulatory +86,2022-01-01,38483-4,cumulus__missing-or-null, +86,2022-01-01,38483-4,cumulus__missing-or-null,ambulatory +86,2022-01-01,2947-0,, +86,2022-01-01,2947-0,,ambulatory +86,2022-01-01,2947-0,cumulus__missing-or-null, +86,2022-01-01,2947-0,cumulus__missing-or-null,ambulatory +86,2022-01-01,2339-0,, +86,2022-01-01,2339-0,,ambulatory +86,2022-01-01,2339-0,cumulus__missing-or-null, +86,2022-01-01,2339-0,cumulus__missing-or-null,ambulatory +86,2022-01-01,2069-3,, +86,2022-01-01,2069-3,,ambulatory +86,2022-01-01,2069-3,cumulus__missing-or-null, +86,2022-01-01,2069-3,cumulus__missing-or-null,ambulatory +86,2022-01-01,20565-8,, +86,2022-01-01,20565-8,,ambulatory +86,2022-01-01,20565-8,cumulus__missing-or-null, +86,2022-01-01,20565-8,cumulus__missing-or-null,ambulatory +86,2021-08-01,4548-4,, +86,2021-08-01,4548-4,cumulus__missing-or-null, +86,2021-06-01,55758-7,, +86,2021-06-01,55758-7,cumulus__missing-or-null, +86,2021-02-01,93025-5,,ambulatory +86,2021-02-01,93025-5,cumulus__missing-or-null,ambulatory +86,2020-08-01,33914-3,,ambulatory +86,2020-08-01,33914-3,cumulus__missing-or-null,ambulatory +86,2020-06-01,33914-3,,ambulatory +86,2020-06-01,33914-3,cumulus__missing-or-null,ambulatory +86,2020-03-01,6299-2,,ambulatory +86,2020-03-01,6299-2,cumulus__missing-or-null,ambulatory +86,2020-03-01,6298-4,,ambulatory +86,2020-03-01,6298-4,cumulus__missing-or-null,ambulatory +86,2020-03-01,49765-1,,ambulatory +86,2020-03-01,49765-1,cumulus__missing-or-null,ambulatory +86,2020-03-01,38483-4,,ambulatory +86,2020-03-01,38483-4,cumulus__missing-or-null,ambulatory +86,2020-03-01,2947-0,,ambulatory +86,2020-03-01,2947-0,cumulus__missing-or-null,ambulatory +86,2020-03-01,2339-0,,ambulatory +86,2020-03-01,2339-0,cumulus__missing-or-null,ambulatory +86,2020-03-01,2069-3,,ambulatory +86,2020-03-01,2069-3,cumulus__missing-or-null,ambulatory +86,2020-03-01,20565-8,,ambulatory +86,2020-03-01,20565-8,cumulus__missing-or-null,ambulatory +86,2020-01-01,,Never smoked tobacco (finding),ambulatory +86,2020-01-01,72166-2,Never smoked tobacco (finding),ambulatory +86,2019-10-01,,Never smoked tobacco (finding), +86,2019-10-01,,Never smoked tobacco (finding),ambulatory +86,2019-10-01,72166-2,Never smoked tobacco (finding), +86,2019-10-01,72166-2,Never smoked tobacco (finding),ambulatory +86,2019-08-01,,Never smoked tobacco (finding),ambulatory +86,2019-08-01,72166-2,Never smoked tobacco (finding),ambulatory +86,2019-08-01,33914-3,,ambulatory +86,2019-08-01,33914-3,cumulus__missing-or-null,ambulatory +86,2019-05-01,33914-3,, +86,2019-05-01,33914-3,cumulus__missing-or-null, +86,2019-04-01,33914-3,,ambulatory +86,2019-04-01,33914-3,cumulus__missing-or-null,ambulatory +86,2019-03-01,55758-7,,ambulatory +86,2019-03-01,55758-7,cumulus__missing-or-null,ambulatory +86,2019-02-01,6299-2,,ambulatory +86,2019-02-01,6299-2,cumulus__missing-or-null,ambulatory +86,2019-02-01,6298-4,,ambulatory +86,2019-02-01,6298-4,cumulus__missing-or-null,ambulatory +86,2019-02-01,49765-1,,ambulatory +86,2019-02-01,49765-1,cumulus__missing-or-null,ambulatory +86,2019-02-01,38483-4,,ambulatory +86,2019-02-01,38483-4,cumulus__missing-or-null,ambulatory +86,2019-02-01,2947-0,,ambulatory +86,2019-02-01,2947-0,cumulus__missing-or-null,ambulatory +86,2019-02-01,2339-0,,ambulatory +86,2019-02-01,2339-0,cumulus__missing-or-null,ambulatory +86,2019-02-01,2069-3,,ambulatory +86,2019-02-01,2069-3,cumulus__missing-or-null,ambulatory +86,2019-02-01,20565-8,,ambulatory +86,2019-02-01,20565-8,cumulus__missing-or-null,ambulatory +86,2019-01-01,6299-2,,ambulatory +86,2019-01-01,6299-2,cumulus__missing-or-null,ambulatory +86,2019-01-01,6298-4,,ambulatory +86,2019-01-01,6298-4,cumulus__missing-or-null,ambulatory +86,2019-01-01,49765-1,,ambulatory +86,2019-01-01,49765-1,cumulus__missing-or-null,ambulatory +86,2019-01-01,38483-4,,ambulatory +86,2019-01-01,38483-4,cumulus__missing-or-null,ambulatory +86,2019-01-01,2947-0,,ambulatory +86,2019-01-01,2947-0,cumulus__missing-or-null,ambulatory +86,2019-01-01,2339-0,,ambulatory +86,2019-01-01,2339-0,cumulus__missing-or-null,ambulatory +86,2019-01-01,2069-3,,ambulatory +86,2019-01-01,2069-3,cumulus__missing-or-null,ambulatory +86,2019-01-01,20565-8,,ambulatory +86,2019-01-01,20565-8,cumulus__missing-or-null,ambulatory +86,2018-09-01,93025-5,,ambulatory +86,2018-09-01,93025-5,cumulus__missing-or-null,ambulatory +86,2018-06-01,93025-5,, +86,2018-06-01,93025-5,cumulus__missing-or-null, +86,2018-01-01,33914-3,,ambulatory +86,2018-01-01,33914-3,cumulus__missing-or-null,ambulatory +86,2017-12-01,93025-5,, +86,2017-12-01,93025-5,cumulus__missing-or-null, +86,2017-09-01,33914-3,, +86,2017-09-01,33914-3,cumulus__missing-or-null, +86,2017-06-01,74006-8,, +86,2017-06-01,74006-8,,ambulatory +86,2017-06-01,74006-8,cumulus__missing-or-null, +86,2017-06-01,74006-8,cumulus__missing-or-null,ambulatory +86,2017-05-01,,Never smoked tobacco (finding),ambulatory +86,2017-05-01,93025-5,,ambulatory +86,2017-05-01,93025-5,cumulus__missing-or-null,ambulatory +86,2017-05-01,72166-2,Never smoked tobacco (finding),ambulatory +86,2017-05-01,33914-3,, +86,2017-05-01,33914-3,cumulus__missing-or-null, +86,2017-03-01,55758-7,,ambulatory +86,2017-03-01,55758-7,cumulus__missing-or-null,ambulatory +86,2016-12-01,93025-5,,ambulatory +86,2016-12-01,93025-5,cumulus__missing-or-null,ambulatory +86,2016-07-01,,Never smoked tobacco (finding),ambulatory +86,2016-07-01,72166-2,Never smoked tobacco (finding),ambulatory 85,,,Not detected (qualifier value), +85,2023-03-01,33914-3,, +85,2023-03-01,33914-3,cumulus__missing-or-null, +85,2023-02-01,6299-2,, +85,2023-02-01,6299-2,cumulus__missing-or-null, +85,2023-02-01,6298-4,, +85,2023-02-01,6298-4,cumulus__missing-or-null, +85,2023-02-01,49765-1,, +85,2023-02-01,49765-1,cumulus__missing-or-null, +85,2023-02-01,38483-4,, +85,2023-02-01,38483-4,cumulus__missing-or-null, +85,2023-02-01,2947-0,, +85,2023-02-01,2947-0,cumulus__missing-or-null, +85,2023-02-01,2339-0,, +85,2023-02-01,2339-0,cumulus__missing-or-null, +85,2023-02-01,2069-3,, +85,2023-02-01,2069-3,cumulus__missing-or-null, +85,2023-02-01,20565-8,, +85,2023-02-01,20565-8,cumulus__missing-or-null, +85,2022-07-01,93025-5,, +85,2022-07-01,93025-5,cumulus__missing-or-null, +85,2022-05-01,74006-8,, +85,2022-05-01,74006-8,,ambulatory +85,2022-05-01,74006-8,cumulus__missing-or-null, +85,2022-05-01,74006-8,cumulus__missing-or-null,ambulatory +85,2022-03-01,6299-2,,ambulatory +85,2022-03-01,6299-2,cumulus__missing-or-null,ambulatory +85,2022-03-01,6298-4,,ambulatory +85,2022-03-01,6298-4,cumulus__missing-or-null,ambulatory +85,2022-03-01,49765-1,,ambulatory +85,2022-03-01,49765-1,cumulus__missing-or-null,ambulatory +85,2022-03-01,38483-4,,ambulatory +85,2022-03-01,38483-4,cumulus__missing-or-null,ambulatory +85,2022-03-01,33914-3,,ambulatory +85,2022-03-01,33914-3,cumulus__missing-or-null,ambulatory +85,2022-03-01,2947-0,,ambulatory +85,2022-03-01,2947-0,cumulus__missing-or-null,ambulatory +85,2022-03-01,2339-0,,ambulatory +85,2022-03-01,2339-0,cumulus__missing-or-null,ambulatory +85,2022-03-01,2069-3,,ambulatory +85,2022-03-01,2069-3,cumulus__missing-or-null,ambulatory +85,2022-03-01,20565-8,,ambulatory +85,2022-03-01,20565-8,cumulus__missing-or-null,ambulatory +85,2021-10-01,74006-8,, +85,2021-10-01,74006-8,,ambulatory +85,2021-10-01,74006-8,cumulus__missing-or-null, +85,2021-10-01,74006-8,cumulus__missing-or-null,ambulatory +85,2021-09-01,6299-2,, +85,2021-09-01,6299-2,cumulus__missing-or-null, +85,2021-09-01,6298-4,, +85,2021-09-01,6298-4,cumulus__missing-or-null, +85,2021-09-01,49765-1,, +85,2021-09-01,49765-1,cumulus__missing-or-null, +85,2021-09-01,38483-4,, +85,2021-09-01,38483-4,cumulus__missing-or-null, +85,2021-09-01,2947-0,, +85,2021-09-01,2947-0,cumulus__missing-or-null, +85,2021-09-01,2339-0,, +85,2021-09-01,2339-0,cumulus__missing-or-null, +85,2021-09-01,2069-3,, +85,2021-09-01,2069-3,cumulus__missing-or-null, +85,2021-09-01,20565-8,, +85,2021-09-01,20565-8,cumulus__missing-or-null, +85,2021-06-01,55758-7,,ambulatory +85,2021-06-01,55758-7,cumulus__missing-or-null,ambulatory +85,2020-12-01,93025-5,, +85,2020-12-01,93025-5,cumulus__missing-or-null, +85,2020-10-01,,Never smoked tobacco (finding),ambulatory +85,2020-10-01,93025-5,,ambulatory +85,2020-10-01,93025-5,cumulus__missing-or-null,ambulatory +85,2020-10-01,72166-2,Never smoked tobacco (finding),ambulatory +85,2020-05-01,,Never smoked tobacco (finding),ambulatory +85,2020-05-01,72166-2,Never smoked tobacco (finding),ambulatory +85,2020-02-01,4548-4,, +85,2020-02-01,4548-4,cumulus__missing-or-null, +85,2020-01-01,93025-5,,ambulatory +85,2020-01-01,93025-5,cumulus__missing-or-null,ambulatory +85,2019-05-01,93025-5,,ambulatory +85,2019-05-01,93025-5,cumulus__missing-or-null,ambulatory +85,2019-04-01,93025-5,, +85,2019-04-01,93025-5,cumulus__missing-or-null, +85,2018-12-01,33914-3,, +85,2018-12-01,33914-3,cumulus__missing-or-null, +85,2018-05-01,74006-8,, +85,2018-05-01,74006-8,,ambulatory +85,2018-05-01,74006-8,cumulus__missing-or-null, +85,2018-05-01,74006-8,cumulus__missing-or-null,ambulatory +85,2018-01-01,93025-5,, +85,2018-01-01,93025-5,cumulus__missing-or-null, +85,2017-10-01,,Never smoked tobacco (finding),ambulatory +85,2017-10-01,72166-2,Never smoked tobacco (finding),ambulatory +85,2017-08-01,33914-3,,ambulatory +85,2017-08-01,33914-3,cumulus__missing-or-null,ambulatory +85,2017-04-01,74006-8,, +85,2017-04-01,74006-8,,ambulatory +85,2017-04-01,74006-8,cumulus__missing-or-null, +85,2017-04-01,74006-8,cumulus__missing-or-null,ambulatory +85,2017-01-01,93025-5,,ambulatory +85,2017-01-01,93025-5,cumulus__missing-or-null,ambulatory +85,2017-01-01,6299-2,,ambulatory +85,2017-01-01,6299-2,cumulus__missing-or-null,ambulatory +85,2017-01-01,6298-4,,ambulatory +85,2017-01-01,6298-4,cumulus__missing-or-null,ambulatory +85,2017-01-01,49765-1,,ambulatory +85,2017-01-01,49765-1,cumulus__missing-or-null,ambulatory +85,2017-01-01,38483-4,,ambulatory +85,2017-01-01,38483-4,cumulus__missing-or-null,ambulatory +85,2017-01-01,2947-0,,ambulatory +85,2017-01-01,2947-0,cumulus__missing-or-null,ambulatory +85,2017-01-01,2339-0,,ambulatory +85,2017-01-01,2339-0,cumulus__missing-or-null,ambulatory +85,2017-01-01,2069-3,,ambulatory +85,2017-01-01,2069-3,cumulus__missing-or-null,ambulatory +85,2017-01-01,20565-8,,ambulatory +85,2017-01-01,20565-8,cumulus__missing-or-null,ambulatory +85,2016-09-01,93025-5,, +85,2016-09-01,93025-5,cumulus__missing-or-null, +84,,5802-4,cumulus__missing-or-null, +84,,5799-2,cumulus__missing-or-null, +84,,5794-3,cumulus__missing-or-null, +84,,5770-3,cumulus__missing-or-null, +84,,25428-4,cumulus__missing-or-null, +84,,2514-8,cumulus__missing-or-null, +84,,20454-5,cumulus__missing-or-null, +84,2022-10-01,93025-5,, +84,2022-10-01,93025-5,cumulus__missing-or-null, +84,2022-08-01,93025-5,, +84,2022-08-01,93025-5,cumulus__missing-or-null, +84,2022-07-01,93025-5,,ambulatory +84,2022-07-01,93025-5,cumulus__missing-or-null,ambulatory +84,2022-02-01,93025-5,, +84,2022-02-01,93025-5,cumulus__missing-or-null, +84,2022-02-01,33914-3,,ambulatory +84,2022-02-01,33914-3,cumulus__missing-or-null,ambulatory +84,2021-04-01,33914-3,,ambulatory +84,2021-04-01,33914-3,cumulus__missing-or-null,ambulatory +84,2020-02-01,4548-4,,ambulatory +84,2020-02-01,4548-4,cumulus__missing-or-null,ambulatory +84,2020-01-01,33914-3,,ambulatory +84,2020-01-01,33914-3,cumulus__missing-or-null,ambulatory +84,2019-12-01,33914-3,, +84,2019-12-01,33914-3,cumulus__missing-or-null, +84,2019-05-01,,Never smoked tobacco (finding), +84,2019-05-01,72166-2,Never smoked tobacco (finding), +84,2019-03-01,4548-4,,ambulatory +84,2019-03-01,4548-4,cumulus__missing-or-null,ambulatory +84,2018-07-01,,Never smoked tobacco (finding), +84,2018-07-01,72166-2,Never smoked tobacco (finding), +84,2018-06-01,33914-3,,ambulatory +84,2018-06-01,33914-3,cumulus__missing-or-null,ambulatory +84,2018-03-01,4548-4,, +84,2018-03-01,4548-4,cumulus__missing-or-null, +84,2018-01-01,6299-2,, +84,2018-01-01,6299-2,cumulus__missing-or-null, +84,2018-01-01,6298-4,, +84,2018-01-01,6298-4,cumulus__missing-or-null, +84,2018-01-01,49765-1,, +84,2018-01-01,49765-1,cumulus__missing-or-null, +84,2018-01-01,38483-4,, +84,2018-01-01,38483-4,cumulus__missing-or-null, +84,2018-01-01,2947-0,, +84,2018-01-01,2947-0,cumulus__missing-or-null, +84,2018-01-01,2339-0,, +84,2018-01-01,2339-0,cumulus__missing-or-null, +84,2018-01-01,2069-3,, +84,2018-01-01,2069-3,cumulus__missing-or-null, +84,2018-01-01,20565-8,, +84,2018-01-01,20565-8,cumulus__missing-or-null, +84,2017-12-01,,Never smoked tobacco (finding), +84,2017-12-01,72166-2,Never smoked tobacco (finding), +84,2017-12-01,33914-3,,ambulatory +84,2017-12-01,33914-3,cumulus__missing-or-null,ambulatory +84,2017-11-01,39156-5,,ambulatory +84,2017-11-01,39156-5,cumulus__missing-or-null,ambulatory +84,2016-12-01,33914-3,, +84,2016-12-01,33914-3,cumulus__missing-or-null, +84,2016-09-01,,Never smoked tobacco (finding),ambulatory +84,2016-09-01,72166-2,Never smoked tobacco (finding),ambulatory +84,2016-08-01,,Never smoked tobacco (finding), +84,2016-08-01,72166-2,Never smoked tobacco (finding), +84,2016-07-01,33914-3,, +84,2016-07-01,33914-3,cumulus__missing-or-null, +84,2016-06-01,93025-5,,ambulatory +84,2016-06-01,93025-5,cumulus__missing-or-null,ambulatory +83,2023-03-01,6299-2,,ambulatory +83,2023-03-01,6299-2,cumulus__missing-or-null,ambulatory +83,2023-03-01,6298-4,,ambulatory +83,2023-03-01,6298-4,cumulus__missing-or-null,ambulatory +83,2023-03-01,49765-1,,ambulatory +83,2023-03-01,49765-1,cumulus__missing-or-null,ambulatory +83,2023-03-01,38483-4,,ambulatory +83,2023-03-01,38483-4,cumulus__missing-or-null,ambulatory +83,2023-03-01,2947-0,,ambulatory +83,2023-03-01,2947-0,cumulus__missing-or-null,ambulatory +83,2023-03-01,2339-0,,ambulatory +83,2023-03-01,2339-0,cumulus__missing-or-null,ambulatory +83,2023-03-01,2069-3,,ambulatory +83,2023-03-01,2069-3,cumulus__missing-or-null,ambulatory +83,2023-03-01,20565-8,,ambulatory +83,2023-03-01,20565-8,cumulus__missing-or-null,ambulatory +83,2023-02-01,93025-5,, +83,2023-02-01,93025-5,cumulus__missing-or-null, +83,2023-01-01,93025-5,, +83,2023-01-01,93025-5,cumulus__missing-or-null, +83,2022-11-01,,Never smoked tobacco (finding),ambulatory +83,2022-11-01,72166-2,Never smoked tobacco (finding),ambulatory +83,2022-05-01,6299-2,, +83,2022-05-01,6299-2,cumulus__missing-or-null, +83,2022-05-01,6298-4,, +83,2022-05-01,6298-4,cumulus__missing-or-null, +83,2022-05-01,49765-1,, +83,2022-05-01,49765-1,cumulus__missing-or-null, +83,2022-05-01,38483-4,, +83,2022-05-01,38483-4,cumulus__missing-or-null, +83,2022-05-01,2947-0,, +83,2022-05-01,2947-0,cumulus__missing-or-null, +83,2022-05-01,2339-0,, +83,2022-05-01,2339-0,cumulus__missing-or-null, +83,2022-05-01,2069-3,, +83,2022-05-01,2069-3,cumulus__missing-or-null, +83,2022-05-01,20565-8,, +83,2022-05-01,20565-8,cumulus__missing-or-null, +83,2022-04-01,55758-7,, +83,2022-04-01,55758-7,cumulus__missing-or-null, +83,2022-02-01,93025-5,,ambulatory +83,2022-02-01,93025-5,cumulus__missing-or-null,ambulatory +83,2021-11-01,,Never smoked tobacco (finding), +83,2021-11-01,72166-2,Never smoked tobacco (finding), +83,2021-06-01,6299-2,, +83,2021-06-01,6299-2,cumulus__missing-or-null, +83,2021-06-01,6298-4,, +83,2021-06-01,6298-4,cumulus__missing-or-null, +83,2021-06-01,49765-1,, +83,2021-06-01,49765-1,cumulus__missing-or-null, +83,2021-06-01,38483-4,, +83,2021-06-01,38483-4,cumulus__missing-or-null, +83,2021-06-01,2947-0,, +83,2021-06-01,2947-0,cumulus__missing-or-null, +83,2021-06-01,2339-0,, +83,2021-06-01,2339-0,cumulus__missing-or-null, +83,2021-06-01,2069-3,, +83,2021-06-01,2069-3,cumulus__missing-or-null, +83,2021-06-01,20565-8,, +83,2021-06-01,20565-8,cumulus__missing-or-null, 83,2021-05-01,,Urine smell ammoniacal (finding), 83,2021-05-01,,Urine nitrite negative (finding), 83,2021-05-01,,Urine leukocyte test negative (finding), @@ -308,18 +4755,30 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 83,2021-05-01,,Finding of bilirubin in urine (finding), 83,2021-05-01,,Cloudy urine (finding), 83,2021-05-01,,Brown color (qualifier value), +83,2021-05-01,5811-5,, +83,2021-05-01,5811-5,cumulus__missing-or-null, +83,2021-05-01,5804-0,, +83,2021-05-01,5804-0,cumulus__missing-or-null, +83,2021-05-01,5803-2,, +83,2021-05-01,5803-2,cumulus__missing-or-null, 83,2021-05-01,5802-4,, 83,2021-05-01,5802-4,Urine nitrite negative (finding), 83,2021-05-01,5799-2,, 83,2021-05-01,5799-2,Urine leukocyte test negative (finding), +83,2021-05-01,5797-6,, +83,2021-05-01,5797-6,cumulus__missing-or-null, 83,2021-05-01,5794-3,, 83,2021-05-01,5794-3,Urine blood test = negative (finding), +83,2021-05-01,5792-7,, +83,2021-05-01,5792-7,cumulus__missing-or-null, 83,2021-05-01,5778-6,, 83,2021-05-01,5778-6,Brown color (qualifier value), 83,2021-05-01,5770-3,, 83,2021-05-01,5770-3,Finding of bilirubin in urine (finding), 83,2021-05-01,5767-9,, 83,2021-05-01,5767-9,Cloudy urine (finding), +83,2021-05-01,4548-4,, +83,2021-05-01,4548-4,cumulus__missing-or-null, 83,2021-05-01,34533-0,, 83,2021-05-01,34533-0,Urine smell ammoniacal (finding), 83,2021-05-01,32167-9,, @@ -327,7 +4786,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 83,2021-05-01,25428-4,, 83,2021-05-01,25428-4,Urine glucose test = ++ (finding), 83,2021-05-01,2514-8,, +83,2021-05-01,20505-4,, +83,2021-05-01,20505-4,cumulus__missing-or-null, 83,2021-05-01,20454-5,, +83,2021-03-01,55758-7,, +83,2021-03-01,55758-7,cumulus__missing-or-null, +83,2020-12-01,93025-5,,ambulatory +83,2020-12-01,93025-5,cumulus__missing-or-null,ambulatory +83,2020-05-01,93025-5,,ambulatory +83,2020-05-01,93025-5,cumulus__missing-or-null,ambulatory +83,2020-04-01,33914-3,, +83,2020-04-01,33914-3,cumulus__missing-or-null, 83,2020-03-01,,Urine smell ammoniacal (finding), 83,2020-03-01,,Urine nitrite negative (finding), 83,2020-03-01,,Urine leukocyte test negative (finding), @@ -337,12 +4806,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 83,2020-03-01,,Finding of bilirubin in urine (finding), 83,2020-03-01,,Cloudy urine (finding), 83,2020-03-01,,Brown color (qualifier value), +83,2020-03-01,5811-5,, +83,2020-03-01,5811-5,cumulus__missing-or-null, +83,2020-03-01,5804-0,, +83,2020-03-01,5804-0,cumulus__missing-or-null, +83,2020-03-01,5803-2,, +83,2020-03-01,5803-2,cumulus__missing-or-null, 83,2020-03-01,5802-4,, 83,2020-03-01,5802-4,Urine nitrite negative (finding), 83,2020-03-01,5799-2,, 83,2020-03-01,5799-2,Urine leukocyte test negative (finding), +83,2020-03-01,5797-6,, +83,2020-03-01,5797-6,cumulus__missing-or-null, 83,2020-03-01,5794-3,, 83,2020-03-01,5794-3,Urine blood test = negative (finding), +83,2020-03-01,5792-7,, +83,2020-03-01,5792-7,cumulus__missing-or-null, 83,2020-03-01,5778-6,, 83,2020-03-01,5778-6,Brown color (qualifier value), 83,2020-03-01,5770-3,, @@ -356,36 +4835,935 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 83,2020-03-01,25428-4,, 83,2020-03-01,25428-4,Urine glucose test = ++ (finding), 83,2020-03-01,2514-8,, +83,2020-03-01,20505-4,, +83,2020-03-01,20505-4,cumulus__missing-or-null, 83,2020-03-01,20454-5,, -78,2021-05-01,,Urine smell ammoniacal (finding),AMB -78,2021-05-01,,Urine nitrite negative (finding),AMB -78,2021-05-01,,Urine leukocyte test negative (finding),AMB -78,2021-05-01,,Urine glucose test = ++ (finding),AMB -78,2021-05-01,,Urine blood test = negative (finding),AMB -78,2021-05-01,,Translucent (qualifier value),AMB -78,2021-05-01,,Finding of bilirubin in urine (finding),AMB -78,2021-05-01,,Cloudy urine (finding),AMB -78,2021-05-01,,Brown color (qualifier value),AMB -78,2021-05-01,5802-4,,AMB -78,2021-05-01,5802-4,Urine nitrite negative (finding),AMB -78,2021-05-01,5799-2,,AMB -78,2021-05-01,5799-2,Urine leukocyte test negative (finding),AMB -78,2021-05-01,5794-3,,AMB -78,2021-05-01,5794-3,Urine blood test = negative (finding),AMB -78,2021-05-01,5778-6,,AMB -78,2021-05-01,5778-6,Brown color (qualifier value),AMB -78,2021-05-01,5770-3,,AMB -78,2021-05-01,5770-3,Finding of bilirubin in urine (finding),AMB -78,2021-05-01,5767-9,,AMB -78,2021-05-01,5767-9,Cloudy urine (finding),AMB -78,2021-05-01,34533-0,,AMB -78,2021-05-01,34533-0,Urine smell ammoniacal (finding),AMB -78,2021-05-01,32167-9,,AMB -78,2021-05-01,32167-9,Translucent (qualifier value),AMB -78,2021-05-01,25428-4,,AMB -78,2021-05-01,25428-4,Urine glucose test = ++ (finding),AMB -78,2021-05-01,2514-8,,AMB -78,2021-05-01,20454-5,,AMB +83,2019-10-01,93025-5,, +83,2019-10-01,93025-5,cumulus__missing-or-null, +83,2019-10-01,33914-3,,ambulatory +83,2019-10-01,33914-3,cumulus__missing-or-null,ambulatory +83,2019-05-01,,Never smoked tobacco (finding),ambulatory +83,2019-05-01,72166-2,Never smoked tobacco (finding),ambulatory +83,2019-01-01,4548-4,,ambulatory +83,2019-01-01,4548-4,cumulus__missing-or-null,ambulatory +83,2018-11-01,33914-3,,ambulatory +83,2018-11-01,33914-3,cumulus__missing-or-null,ambulatory +83,2018-07-01,,Never smoked tobacco (finding),ambulatory +83,2018-07-01,72166-2,Never smoked tobacco (finding),ambulatory +83,2018-07-01,33914-3,, +83,2018-07-01,33914-3,cumulus__missing-or-null, +83,2017-12-01,93025-5,,ambulatory +83,2017-12-01,93025-5,cumulus__missing-or-null,ambulatory +83,2017-05-01,74006-8,, +83,2017-05-01,74006-8,,ambulatory +83,2017-05-01,74006-8,cumulus__missing-or-null, +83,2017-05-01,74006-8,cumulus__missing-or-null,ambulatory +83,2017-02-01,,Never smoked tobacco (finding), +83,2017-02-01,,Never smoked tobacco (finding),ambulatory +83,2017-02-01,93025-5,, +83,2017-02-01,93025-5,cumulus__missing-or-null, +83,2017-02-01,72166-2,Never smoked tobacco (finding), +83,2017-02-01,72166-2,Never smoked tobacco (finding),ambulatory +83,2016-11-01,33914-3,, +83,2016-11-01,33914-3,,ambulatory +83,2016-11-01,33914-3,cumulus__missing-or-null, +83,2016-11-01,33914-3,cumulus__missing-or-null,ambulatory +83,2016-08-01,33914-3,,ambulatory +83,2016-08-01,33914-3,cumulus__missing-or-null,ambulatory +82,,4548-4,,inpatient encounter +82,,4548-4,cumulus__missing-or-null,inpatient encounter +82,2023-02-01,6299-2,,ambulatory +82,2023-02-01,6299-2,cumulus__missing-or-null,ambulatory +82,2023-02-01,6298-4,,ambulatory +82,2023-02-01,6298-4,cumulus__missing-or-null,ambulatory +82,2023-02-01,49765-1,,ambulatory +82,2023-02-01,49765-1,cumulus__missing-or-null,ambulatory +82,2023-02-01,38483-4,,ambulatory +82,2023-02-01,38483-4,cumulus__missing-or-null,ambulatory +82,2023-02-01,2947-0,,ambulatory +82,2023-02-01,2947-0,cumulus__missing-or-null,ambulatory +82,2023-02-01,2339-0,,ambulatory +82,2023-02-01,2339-0,cumulus__missing-or-null,ambulatory +82,2023-02-01,2069-3,,ambulatory +82,2023-02-01,2069-3,cumulus__missing-or-null,ambulatory +82,2023-02-01,20565-8,,ambulatory +82,2023-02-01,20565-8,cumulus__missing-or-null,ambulatory +82,2022-12-01,93025-5,, +82,2022-12-01,93025-5,cumulus__missing-or-null, +82,2022-10-01,93025-5,,ambulatory +82,2022-10-01,93025-5,cumulus__missing-or-null,ambulatory +82,2022-08-01,93025-5,,ambulatory +82,2022-08-01,93025-5,cumulus__missing-or-null,ambulatory +82,2021-09-01,6299-2,,ambulatory +82,2021-09-01,6299-2,cumulus__missing-or-null,ambulatory +82,2021-09-01,6298-4,,ambulatory +82,2021-09-01,6298-4,cumulus__missing-or-null,ambulatory +82,2021-09-01,49765-1,,ambulatory +82,2021-09-01,49765-1,cumulus__missing-or-null,ambulatory +82,2021-09-01,38483-4,,ambulatory +82,2021-09-01,38483-4,cumulus__missing-or-null,ambulatory +82,2021-09-01,2947-0,,ambulatory +82,2021-09-01,2947-0,cumulus__missing-or-null,ambulatory +82,2021-09-01,2339-0,,ambulatory +82,2021-09-01,2339-0,cumulus__missing-or-null,ambulatory +82,2021-09-01,2069-3,,ambulatory +82,2021-09-01,2069-3,cumulus__missing-or-null,ambulatory +82,2021-09-01,20565-8,,ambulatory +82,2021-09-01,20565-8,cumulus__missing-or-null,ambulatory +82,2021-06-01,6299-2,,ambulatory +82,2021-06-01,6299-2,cumulus__missing-or-null,ambulatory +82,2021-06-01,6298-4,,ambulatory +82,2021-06-01,6298-4,cumulus__missing-or-null,ambulatory +82,2021-06-01,49765-1,,ambulatory +82,2021-06-01,49765-1,cumulus__missing-or-null,ambulatory +82,2021-06-01,38483-4,,ambulatory +82,2021-06-01,38483-4,cumulus__missing-or-null,ambulatory +82,2021-06-01,2947-0,,ambulatory +82,2021-06-01,2947-0,cumulus__missing-or-null,ambulatory +82,2021-06-01,2339-0,,ambulatory +82,2021-06-01,2339-0,cumulus__missing-or-null,ambulatory +82,2021-06-01,2069-3,,ambulatory +82,2021-06-01,2069-3,cumulus__missing-or-null,ambulatory +82,2021-06-01,20565-8,,ambulatory +82,2021-06-01,20565-8,cumulus__missing-or-null,ambulatory +82,2021-01-01,4548-4,, +82,2021-01-01,4548-4,cumulus__missing-or-null, +82,2021-01-01,3094-0,, +82,2021-01-01,3094-0,cumulus__missing-or-null, +82,2021-01-01,2951-2,, +82,2021-01-01,2951-2,cumulus__missing-or-null, +82,2021-01-01,2823-3,, +82,2021-01-01,2823-3,cumulus__missing-or-null, +82,2021-01-01,2345-7,, +82,2021-01-01,2345-7,cumulus__missing-or-null, +82,2021-01-01,2160-0,, +82,2021-01-01,2160-0,cumulus__missing-or-null, +82,2021-01-01,2075-0,, +82,2021-01-01,2075-0,cumulus__missing-or-null, +82,2021-01-01,2028-9,, +82,2021-01-01,2028-9,cumulus__missing-or-null, +82,2021-01-01,17861-6,, +82,2021-01-01,17861-6,cumulus__missing-or-null, +82,2019-09-01,39156-5,, +82,2019-09-01,39156-5,cumulus__missing-or-null, +82,2019-07-01,,Never smoked tobacco (finding), +82,2019-07-01,72166-2,Never smoked tobacco (finding), +82,2019-04-01,93025-5,,ambulatory +82,2019-04-01,93025-5,cumulus__missing-or-null,ambulatory +82,2019-03-01,6299-2,, +82,2019-03-01,6299-2,cumulus__missing-or-null, +82,2019-03-01,6298-4,, +82,2019-03-01,6298-4,cumulus__missing-or-null, +82,2019-03-01,49765-1,, +82,2019-03-01,49765-1,cumulus__missing-or-null, +82,2019-03-01,38483-4,, +82,2019-03-01,38483-4,cumulus__missing-or-null, +82,2019-03-01,2947-0,, +82,2019-03-01,2947-0,cumulus__missing-or-null, +82,2019-03-01,2339-0,, +82,2019-03-01,2339-0,cumulus__missing-or-null, +82,2019-03-01,2069-3,, +82,2019-03-01,2069-3,cumulus__missing-or-null, +82,2019-03-01,20565-8,, +82,2019-03-01,20565-8,cumulus__missing-or-null, +82,2018-10-01,,Never smoked tobacco (finding), +82,2018-10-01,72166-2,Never smoked tobacco (finding), +82,2018-09-01,6299-2,, +82,2018-09-01,6299-2,cumulus__missing-or-null, +82,2018-09-01,6298-4,, +82,2018-09-01,6298-4,cumulus__missing-or-null, +82,2018-09-01,49765-1,, +82,2018-09-01,49765-1,cumulus__missing-or-null, +82,2018-09-01,38483-4,, +82,2018-09-01,38483-4,cumulus__missing-or-null, +82,2018-09-01,2947-0,, +82,2018-09-01,2947-0,cumulus__missing-or-null, +82,2018-09-01,2339-0,, +82,2018-09-01,2339-0,cumulus__missing-or-null, +82,2018-09-01,2069-3,, +82,2018-09-01,2069-3,cumulus__missing-or-null, +82,2018-09-01,20565-8,, +82,2018-09-01,20565-8,cumulus__missing-or-null, +82,2018-05-01,33914-3,,ambulatory +82,2018-05-01,33914-3,cumulus__missing-or-null,ambulatory +82,2018-01-01,93025-5,,ambulatory +82,2018-01-01,93025-5,cumulus__missing-or-null,ambulatory +82,2017-12-01,,Never smoked tobacco (finding),ambulatory +82,2017-12-01,72166-2,Never smoked tobacco (finding),ambulatory +82,2017-10-01,93025-5,, +82,2017-10-01,93025-5,cumulus__missing-or-null, +82,2017-05-01,33914-3,,ambulatory +82,2017-05-01,33914-3,cumulus__missing-or-null,ambulatory +82,2017-03-01,33914-3,, +82,2017-03-01,33914-3,cumulus__missing-or-null, +82,2016-10-01,33914-3,,ambulatory +82,2016-10-01,33914-3,cumulus__missing-or-null,ambulatory +82,2016-09-01,93025-5,,ambulatory +82,2016-09-01,93025-5,cumulus__missing-or-null,ambulatory +82,2016-09-01,74006-8,, +82,2016-09-01,74006-8,,ambulatory +82,2016-09-01,74006-8,cumulus__missing-or-null, +82,2016-09-01,74006-8,cumulus__missing-or-null,ambulatory +82,2016-08-01,93025-5,, +82,2016-08-01,93025-5,cumulus__missing-or-null, +81,2023-01-01,93025-5,,ambulatory +81,2023-01-01,93025-5,cumulus__missing-or-null,ambulatory +81,2022-12-01,6299-2,, +81,2022-12-01,6299-2,cumulus__missing-or-null, +81,2022-12-01,6298-4,, +81,2022-12-01,6298-4,cumulus__missing-or-null, +81,2022-12-01,49765-1,, +81,2022-12-01,49765-1,cumulus__missing-or-null, +81,2022-12-01,38483-4,, +81,2022-12-01,38483-4,cumulus__missing-or-null, +81,2022-12-01,2947-0,, +81,2022-12-01,2947-0,cumulus__missing-or-null, +81,2022-12-01,2339-0,, +81,2022-12-01,2339-0,cumulus__missing-or-null, +81,2022-12-01,2069-3,, +81,2022-12-01,2069-3,cumulus__missing-or-null, +81,2022-12-01,20565-8,, +81,2022-12-01,20565-8,cumulus__missing-or-null, +81,2022-10-01,,Never smoked tobacco (finding), +81,2022-10-01,72166-2,Never smoked tobacco (finding), +81,2022-06-01,74006-8,, +81,2022-06-01,74006-8,,ambulatory +81,2022-06-01,74006-8,cumulus__missing-or-null, +81,2022-06-01,74006-8,cumulus__missing-or-null,ambulatory +81,2022-01-01,4548-4,, +81,2022-01-01,4548-4,cumulus__missing-or-null, +81,2021-11-01,6299-2,, +81,2021-11-01,6299-2,cumulus__missing-or-null, +81,2021-11-01,6298-4,, +81,2021-11-01,6298-4,cumulus__missing-or-null, +81,2021-11-01,49765-1,, +81,2021-11-01,49765-1,cumulus__missing-or-null, +81,2021-11-01,38483-4,, +81,2021-11-01,38483-4,cumulus__missing-or-null, +81,2021-11-01,2947-0,, +81,2021-11-01,2947-0,cumulus__missing-or-null, +81,2021-11-01,2339-0,, +81,2021-11-01,2339-0,cumulus__missing-or-null, +81,2021-11-01,2069-3,, +81,2021-11-01,2069-3,cumulus__missing-or-null, +81,2021-11-01,20565-8,, +81,2021-11-01,20565-8,cumulus__missing-or-null, +81,2021-10-01,6299-2,,ambulatory +81,2021-10-01,6299-2,cumulus__missing-or-null,ambulatory +81,2021-10-01,6298-4,,ambulatory +81,2021-10-01,6298-4,cumulus__missing-or-null,ambulatory +81,2021-10-01,49765-1,,ambulatory +81,2021-10-01,49765-1,cumulus__missing-or-null,ambulatory +81,2021-10-01,38483-4,,ambulatory +81,2021-10-01,38483-4,cumulus__missing-or-null,ambulatory +81,2021-10-01,2947-0,,ambulatory +81,2021-10-01,2947-0,cumulus__missing-or-null,ambulatory +81,2021-10-01,2339-0,,ambulatory +81,2021-10-01,2339-0,cumulus__missing-or-null,ambulatory +81,2021-10-01,2069-3,,ambulatory +81,2021-10-01,2069-3,cumulus__missing-or-null,ambulatory +81,2021-10-01,20565-8,,ambulatory +81,2021-10-01,20565-8,cumulus__missing-or-null,ambulatory +81,2021-06-01,4548-4,, +81,2021-06-01,4548-4,cumulus__missing-or-null, +81,2020-09-01,93025-5,, +81,2020-09-01,93025-5,cumulus__missing-or-null, +81,2020-07-01,93025-5,, +81,2020-07-01,93025-5,cumulus__missing-or-null, +81,2020-02-01,6299-2,, +81,2020-02-01,6299-2,,ambulatory +81,2020-02-01,6299-2,cumulus__missing-or-null, +81,2020-02-01,6299-2,cumulus__missing-or-null,ambulatory +81,2020-02-01,6298-4,, +81,2020-02-01,6298-4,,ambulatory +81,2020-02-01,6298-4,cumulus__missing-or-null, +81,2020-02-01,6298-4,cumulus__missing-or-null,ambulatory +81,2020-02-01,49765-1,, +81,2020-02-01,49765-1,,ambulatory +81,2020-02-01,49765-1,cumulus__missing-or-null, +81,2020-02-01,49765-1,cumulus__missing-or-null,ambulatory +81,2020-02-01,38483-4,, +81,2020-02-01,38483-4,,ambulatory +81,2020-02-01,38483-4,cumulus__missing-or-null, +81,2020-02-01,38483-4,cumulus__missing-or-null,ambulatory +81,2020-02-01,2947-0,, +81,2020-02-01,2947-0,,ambulatory +81,2020-02-01,2947-0,cumulus__missing-or-null, +81,2020-02-01,2947-0,cumulus__missing-or-null,ambulatory +81,2020-02-01,2339-0,, +81,2020-02-01,2339-0,,ambulatory +81,2020-02-01,2339-0,cumulus__missing-or-null, +81,2020-02-01,2339-0,cumulus__missing-or-null,ambulatory +81,2020-02-01,2069-3,, +81,2020-02-01,2069-3,,ambulatory +81,2020-02-01,2069-3,cumulus__missing-or-null, +81,2020-02-01,2069-3,cumulus__missing-or-null,ambulatory +81,2020-02-01,20565-8,, +81,2020-02-01,20565-8,,ambulatory +81,2020-02-01,20565-8,cumulus__missing-or-null, +81,2020-02-01,20565-8,cumulus__missing-or-null,ambulatory +81,2019-10-01,93025-5,,ambulatory +81,2019-10-01,93025-5,cumulus__missing-or-null,ambulatory +81,2019-07-01,,Never smoked tobacco (finding),ambulatory +81,2019-07-01,72166-2,Never smoked tobacco (finding),ambulatory +81,2019-05-01,33914-3,,ambulatory +81,2019-05-01,33914-3,cumulus__missing-or-null,ambulatory +81,2019-03-01,3094-0,, +81,2019-03-01,3094-0,cumulus__missing-or-null, +81,2019-03-01,2951-2,, +81,2019-03-01,2951-2,cumulus__missing-or-null, +81,2019-03-01,2823-3,, +81,2019-03-01,2823-3,cumulus__missing-or-null, +81,2019-03-01,2345-7,, +81,2019-03-01,2345-7,cumulus__missing-or-null, +81,2019-03-01,2160-0,, +81,2019-03-01,2160-0,cumulus__missing-or-null, +81,2019-03-01,2075-0,, +81,2019-03-01,2075-0,cumulus__missing-or-null, +81,2019-03-01,2028-9,, +81,2019-03-01,2028-9,cumulus__missing-or-null, +81,2019-03-01,17861-6,, +81,2019-03-01,17861-6,cumulus__missing-or-null, +81,2018-10-01,,Never smoked tobacco (finding),ambulatory +81,2018-10-01,72166-2,Never smoked tobacco (finding),ambulatory +81,2018-06-01,93025-5,,ambulatory +81,2018-06-01,93025-5,cumulus__missing-or-null,ambulatory +81,2018-02-01,,Never smoked tobacco (finding), +81,2018-02-01,72166-2,Never smoked tobacco (finding), +81,2018-01-01,6299-2,,ambulatory +81,2018-01-01,6299-2,cumulus__missing-or-null,ambulatory +81,2018-01-01,6298-4,,ambulatory +81,2018-01-01,6298-4,cumulus__missing-or-null,ambulatory +81,2018-01-01,49765-1,,ambulatory +81,2018-01-01,49765-1,cumulus__missing-or-null,ambulatory +81,2018-01-01,38483-4,,ambulatory +81,2018-01-01,38483-4,cumulus__missing-or-null,ambulatory +81,2018-01-01,2947-0,,ambulatory +81,2018-01-01,2947-0,cumulus__missing-or-null,ambulatory +81,2018-01-01,2339-0,,ambulatory +81,2018-01-01,2339-0,cumulus__missing-or-null,ambulatory +81,2018-01-01,2069-3,,ambulatory +81,2018-01-01,2069-3,cumulus__missing-or-null,ambulatory +81,2018-01-01,20565-8,,ambulatory +81,2018-01-01,20565-8,cumulus__missing-or-null,ambulatory +81,2017-12-01,6299-2,, +81,2017-12-01,6299-2,cumulus__missing-or-null, +81,2017-12-01,6298-4,, +81,2017-12-01,6298-4,cumulus__missing-or-null, +81,2017-12-01,49765-1,, +81,2017-12-01,49765-1,cumulus__missing-or-null, +81,2017-12-01,38483-4,, +81,2017-12-01,38483-4,cumulus__missing-or-null, +81,2017-12-01,2947-0,, +81,2017-12-01,2947-0,cumulus__missing-or-null, +81,2017-12-01,2339-0,, +81,2017-12-01,2339-0,cumulus__missing-or-null, +81,2017-12-01,2069-3,, +81,2017-12-01,2069-3,cumulus__missing-or-null, +81,2017-12-01,20565-8,, +81,2017-12-01,20565-8,cumulus__missing-or-null, +81,2017-02-01,74006-8,, +81,2017-02-01,74006-8,,ambulatory +81,2017-02-01,74006-8,cumulus__missing-or-null, +81,2017-02-01,74006-8,cumulus__missing-or-null,ambulatory +81,2016-12-01,,Never smoked tobacco (finding), +81,2016-12-01,,Never smoked tobacco (finding),ambulatory +81,2016-12-01,72166-2,Never smoked tobacco (finding), +81,2016-12-01,72166-2,Never smoked tobacco (finding),ambulatory +81,2016-12-01,33914-3,,ambulatory +81,2016-12-01,33914-3,cumulus__missing-or-null,ambulatory +81,2016-08-01,,Never smoked tobacco (finding),ambulatory +81,2016-08-01,72166-2,Never smoked tobacco (finding),ambulatory +81,2016-07-01,93025-5,, +81,2016-07-01,93025-5,cumulus__missing-or-null, +80,,,Ex-smoker (finding),emergency +80,,72166-2,Ex-smoker (finding),emergency +80,2023-02-01,93025-5,,ambulatory +80,2023-02-01,93025-5,cumulus__missing-or-null,ambulatory +80,2022-12-01,,Never smoked tobacco (finding), +80,2022-12-01,72166-2,Never smoked tobacco (finding), +80,2022-10-01,,Never smoked tobacco (finding),ambulatory +80,2022-10-01,72166-2,Never smoked tobacco (finding),ambulatory +80,2022-09-01,93025-5,, +80,2022-09-01,93025-5,cumulus__missing-or-null, +80,2022-08-01,33914-3,, +80,2022-08-01,33914-3,cumulus__missing-or-null, +80,2022-05-01,6299-2,,ambulatory +80,2022-05-01,6299-2,cumulus__missing-or-null,ambulatory +80,2022-05-01,6298-4,,ambulatory +80,2022-05-01,6298-4,cumulus__missing-or-null,ambulatory +80,2022-05-01,49765-1,,ambulatory +80,2022-05-01,49765-1,cumulus__missing-or-null,ambulatory +80,2022-05-01,38483-4,,ambulatory +80,2022-05-01,38483-4,cumulus__missing-or-null,ambulatory +80,2022-05-01,2947-0,,ambulatory +80,2022-05-01,2947-0,cumulus__missing-or-null,ambulatory +80,2022-05-01,2339-0,,ambulatory +80,2022-05-01,2339-0,cumulus__missing-or-null,ambulatory +80,2022-05-01,2069-3,,ambulatory +80,2022-05-01,2069-3,cumulus__missing-or-null,ambulatory +80,2022-05-01,20565-8,,ambulatory +80,2022-05-01,20565-8,cumulus__missing-or-null,ambulatory +80,2021-12-01,4548-4,, +80,2021-12-01,4548-4,cumulus__missing-or-null, +80,2021-11-01,,Never smoked tobacco (finding),ambulatory +80,2021-11-01,72166-2,Never smoked tobacco (finding),ambulatory +80,2021-07-01,4548-4,, +80,2021-07-01,4548-4,cumulus__missing-or-null, +80,2021-03-01,6299-2,, +80,2021-03-01,6299-2,cumulus__missing-or-null, +80,2021-03-01,6298-4,, +80,2021-03-01,6298-4,cumulus__missing-or-null, +80,2021-03-01,49765-1,, +80,2021-03-01,49765-1,cumulus__missing-or-null, +80,2021-03-01,38483-4,, +80,2021-03-01,38483-4,cumulus__missing-or-null, +80,2021-03-01,2947-0,, +80,2021-03-01,2947-0,cumulus__missing-or-null, +80,2021-03-01,2339-0,, +80,2021-03-01,2339-0,cumulus__missing-or-null, +80,2021-03-01,2069-3,, +80,2021-03-01,2069-3,cumulus__missing-or-null, +80,2021-03-01,20565-8,, +80,2021-03-01,20565-8,cumulus__missing-or-null, +80,2021-02-01,4548-4,, +80,2021-02-01,4548-4,cumulus__missing-or-null, +80,2021-01-01,4548-4,,ambulatory +80,2021-01-01,4548-4,cumulus__missing-or-null,ambulatory +80,2020-09-01,93025-5,,ambulatory +80,2020-09-01,93025-5,cumulus__missing-or-null,ambulatory +80,2020-08-01,4548-4,, +80,2020-08-01,4548-4,cumulus__missing-or-null, +80,2020-06-01,6299-2,, +80,2020-06-01,6299-2,cumulus__missing-or-null, +80,2020-06-01,6298-4,, +80,2020-06-01,6298-4,cumulus__missing-or-null, +80,2020-06-01,49765-1,, +80,2020-06-01,49765-1,cumulus__missing-or-null, +80,2020-06-01,38483-4,, +80,2020-06-01,38483-4,cumulus__missing-or-null, +80,2020-06-01,2947-0,, +80,2020-06-01,2947-0,cumulus__missing-or-null, +80,2020-06-01,2339-0,, +80,2020-06-01,2339-0,cumulus__missing-or-null, +80,2020-06-01,2069-3,, +80,2020-06-01,2069-3,cumulus__missing-or-null, +80,2020-06-01,20565-8,, +80,2020-06-01,20565-8,cumulus__missing-or-null, +80,2019-09-01,33914-3,, +80,2019-09-01,33914-3,cumulus__missing-or-null, +80,2019-03-01,6299-2,,ambulatory +80,2019-03-01,6299-2,cumulus__missing-or-null,ambulatory +80,2019-03-01,6298-4,,ambulatory +80,2019-03-01,6298-4,cumulus__missing-or-null,ambulatory +80,2019-03-01,49765-1,,ambulatory +80,2019-03-01,49765-1,cumulus__missing-or-null,ambulatory +80,2019-03-01,38483-4,,ambulatory +80,2019-03-01,38483-4,cumulus__missing-or-null,ambulatory +80,2019-03-01,2947-0,,ambulatory +80,2019-03-01,2947-0,cumulus__missing-or-null,ambulatory +80,2019-03-01,2339-0,,ambulatory +80,2019-03-01,2339-0,cumulus__missing-or-null,ambulatory +80,2019-03-01,2069-3,,ambulatory +80,2019-03-01,2069-3,cumulus__missing-or-null,ambulatory +80,2019-03-01,20565-8,,ambulatory +80,2019-03-01,20565-8,cumulus__missing-or-null,ambulatory +80,2018-04-01,33914-3,,ambulatory +80,2018-04-01,33914-3,cumulus__missing-or-null,ambulatory +80,2018-03-01,74006-8,, +80,2018-03-01,74006-8,,ambulatory +80,2018-03-01,74006-8,cumulus__missing-or-null, +80,2018-03-01,74006-8,cumulus__missing-or-null,ambulatory +80,2018-01-01,4548-4,, +80,2018-01-01,4548-4,cumulus__missing-or-null, +80,2017-09-01,74006-8,, +80,2017-09-01,74006-8,,ambulatory +80,2017-09-01,74006-8,cumulus__missing-or-null, +80,2017-09-01,74006-8,cumulus__missing-or-null,ambulatory +80,2017-08-01,93025-5,, +80,2017-08-01,93025-5,cumulus__missing-or-null, +80,2017-07-01,74006-8,, +80,2017-07-01,74006-8,,ambulatory +80,2017-07-01,74006-8,cumulus__missing-or-null, +80,2017-07-01,74006-8,cumulus__missing-or-null,ambulatory +80,2017-02-01,93025-5,,ambulatory +80,2017-02-01,93025-5,cumulus__missing-or-null,ambulatory +80,2017-02-01,33914-3,, +80,2017-02-01,33914-3,cumulus__missing-or-null, +80,2017-01-01,4548-4,, +80,2017-01-01,4548-4,cumulus__missing-or-null, +80,2016-12-01,6299-2,, +80,2016-12-01,6299-2,cumulus__missing-or-null, +80,2016-12-01,6298-4,, +80,2016-12-01,6298-4,cumulus__missing-or-null, +80,2016-12-01,49765-1,, +80,2016-12-01,49765-1,cumulus__missing-or-null, +80,2016-12-01,38483-4,, +80,2016-12-01,38483-4,cumulus__missing-or-null, +80,2016-12-01,2947-0,, +80,2016-12-01,2947-0,cumulus__missing-or-null, +80,2016-12-01,2339-0,, +80,2016-12-01,2339-0,cumulus__missing-or-null, +80,2016-12-01,2069-3,, +80,2016-12-01,2069-3,cumulus__missing-or-null, +80,2016-12-01,20565-8,, +80,2016-12-01,20565-8,cumulus__missing-or-null, +79,,5802-4,cumulus__missing-or-null,ambulatory +79,,5799-2,cumulus__missing-or-null,ambulatory +79,,5794-3,cumulus__missing-or-null,ambulatory +79,,5770-3,cumulus__missing-or-null,ambulatory +79,,25428-4,cumulus__missing-or-null,ambulatory +79,,2514-8,cumulus__missing-or-null,ambulatory +79,,20454-5,cumulus__missing-or-null,ambulatory +79,2022-10-01,6299-2,, +79,2022-10-01,6299-2,cumulus__missing-or-null, +79,2022-10-01,6298-4,, +79,2022-10-01,6298-4,cumulus__missing-or-null, +79,2022-10-01,49765-1,, +79,2022-10-01,49765-1,cumulus__missing-or-null, +79,2022-10-01,38483-4,, +79,2022-10-01,38483-4,cumulus__missing-or-null, +79,2022-10-01,2947-0,, +79,2022-10-01,2947-0,cumulus__missing-or-null, +79,2022-10-01,2339-0,, +79,2022-10-01,2339-0,cumulus__missing-or-null, +79,2022-10-01,2069-3,, +79,2022-10-01,2069-3,cumulus__missing-or-null, +79,2022-10-01,20565-8,, +79,2022-10-01,20565-8,cumulus__missing-or-null, +79,2022-04-01,55758-7,,ambulatory +79,2022-04-01,55758-7,cumulus__missing-or-null,ambulatory +79,2022-01-01,4548-4,,ambulatory +79,2022-01-01,4548-4,cumulus__missing-or-null,ambulatory +79,2021-12-01,74006-8,, +79,2021-12-01,74006-8,,ambulatory +79,2021-12-01,74006-8,cumulus__missing-or-null, +79,2021-12-01,74006-8,cumulus__missing-or-null,ambulatory +79,2021-11-01,93025-5,, +79,2021-11-01,93025-5,cumulus__missing-or-null, +79,2021-08-01,3094-0,, +79,2021-08-01,3094-0,cumulus__missing-or-null, +79,2021-08-01,2951-2,, +79,2021-08-01,2951-2,cumulus__missing-or-null, +79,2021-08-01,2823-3,, +79,2021-08-01,2823-3,cumulus__missing-or-null, +79,2021-08-01,2345-7,, +79,2021-08-01,2345-7,cumulus__missing-or-null, +79,2021-08-01,2160-0,, +79,2021-08-01,2160-0,cumulus__missing-or-null, +79,2021-08-01,2075-0,, +79,2021-08-01,2075-0,cumulus__missing-or-null, +79,2021-08-01,2028-9,, +79,2021-08-01,2028-9,cumulus__missing-or-null, +79,2021-08-01,17861-6,, +79,2021-08-01,17861-6,cumulus__missing-or-null, +79,2021-07-01,6299-2,, +79,2021-07-01,6299-2,cumulus__missing-or-null, +79,2021-07-01,6298-4,, +79,2021-07-01,6298-4,cumulus__missing-or-null, +79,2021-07-01,49765-1,, +79,2021-07-01,49765-1,cumulus__missing-or-null, +79,2021-07-01,38483-4,, +79,2021-07-01,38483-4,cumulus__missing-or-null, +79,2021-07-01,2947-0,, +79,2021-07-01,2947-0,cumulus__missing-or-null, +79,2021-07-01,2339-0,, +79,2021-07-01,2339-0,cumulus__missing-or-null, +79,2021-07-01,2069-3,, +79,2021-07-01,2069-3,cumulus__missing-or-null, +79,2021-07-01,20565-8,, +79,2021-07-01,20565-8,cumulus__missing-or-null, +79,2021-05-01,55758-7,, +79,2021-05-01,55758-7,cumulus__missing-or-null, +79,2021-05-01,4548-4,,ambulatory +79,2021-05-01,4548-4,cumulus__missing-or-null,ambulatory +79,2021-03-01,55758-7,,ambulatory +79,2021-03-01,55758-7,cumulus__missing-or-null,ambulatory +79,2021-02-01,4548-4,,ambulatory +79,2021-02-01,4548-4,cumulus__missing-or-null,ambulatory +79,2020-11-01,6299-2,, +79,2020-11-01,6299-2,cumulus__missing-or-null, +79,2020-11-01,6298-4,, +79,2020-11-01,6298-4,cumulus__missing-or-null, +79,2020-11-01,59408-5,, +79,2020-11-01,59408-5,cumulus__missing-or-null, +79,2020-11-01,49765-1,, +79,2020-11-01,49765-1,cumulus__missing-or-null, +79,2020-11-01,38483-4,, +79,2020-11-01,38483-4,cumulus__missing-or-null, +79,2020-11-01,2947-0,, +79,2020-11-01,2947-0,cumulus__missing-or-null, +79,2020-11-01,2708-6,, +79,2020-11-01,2708-6,cumulus__missing-or-null, +79,2020-11-01,2339-0,, +79,2020-11-01,2339-0,cumulus__missing-or-null, +79,2020-11-01,2069-3,, +79,2020-11-01,2069-3,cumulus__missing-or-null, +79,2020-11-01,20565-8,, +79,2020-11-01,20565-8,cumulus__missing-or-null, +79,2020-10-01,4548-4,, +79,2020-10-01,4548-4,cumulus__missing-or-null, +79,2020-09-01,,Never smoked tobacco (finding), +79,2020-09-01,,Never smoked tobacco (finding),ambulatory +79,2020-09-01,72166-2,Never smoked tobacco (finding), +79,2020-09-01,72166-2,Never smoked tobacco (finding),ambulatory +79,2020-01-01,6299-2,, +79,2020-01-01,6299-2,cumulus__missing-or-null, +79,2020-01-01,6298-4,, +79,2020-01-01,6298-4,cumulus__missing-or-null, +79,2020-01-01,49765-1,, +79,2020-01-01,49765-1,cumulus__missing-or-null, +79,2020-01-01,38483-4,, +79,2020-01-01,38483-4,cumulus__missing-or-null, +79,2020-01-01,2947-0,, +79,2020-01-01,2947-0,cumulus__missing-or-null, +79,2020-01-01,2339-0,, +79,2020-01-01,2339-0,cumulus__missing-or-null, +79,2020-01-01,2069-3,, +79,2020-01-01,2069-3,cumulus__missing-or-null, +79,2020-01-01,20565-8,, +79,2020-01-01,20565-8,cumulus__missing-or-null, +79,2019-02-01,,Never smoked tobacco (finding), +79,2019-02-01,72166-2,Never smoked tobacco (finding), +79,2018-05-01,6299-2,, +79,2018-05-01,6299-2,cumulus__missing-or-null, +79,2018-05-01,6298-4,, +79,2018-05-01,6298-4,cumulus__missing-or-null, +79,2018-05-01,49765-1,, +79,2018-05-01,49765-1,cumulus__missing-or-null, +79,2018-05-01,38483-4,, +79,2018-05-01,38483-4,cumulus__missing-or-null, +79,2018-05-01,2947-0,, +79,2018-05-01,2947-0,cumulus__missing-or-null, +79,2018-05-01,2339-0,, +79,2018-05-01,2339-0,cumulus__missing-or-null, +79,2018-05-01,2069-3,, +79,2018-05-01,2069-3,cumulus__missing-or-null, +79,2018-05-01,20565-8,, +79,2018-05-01,20565-8,cumulus__missing-or-null, +79,2017-11-01,33914-3,,ambulatory +79,2017-11-01,33914-3,cumulus__missing-or-null,ambulatory +79,2017-10-01,93025-5,,ambulatory +79,2017-10-01,93025-5,cumulus__missing-or-null,ambulatory +79,2017-09-01,33914-3,,ambulatory +79,2017-09-01,33914-3,cumulus__missing-or-null,ambulatory +79,2017-08-01,93025-5,,ambulatory +79,2017-08-01,93025-5,cumulus__missing-or-null,ambulatory +79,2017-04-01,,Never smoked tobacco (finding), +79,2017-04-01,,Never smoked tobacco (finding),ambulatory +79,2017-04-01,72166-2,Never smoked tobacco (finding), +79,2017-04-01,72166-2,Never smoked tobacco (finding),ambulatory +78,2023-03-01,4548-4,, +78,2023-03-01,4548-4,cumulus__missing-or-null, +78,2022-11-01,93025-5,, +78,2022-11-01,93025-5,cumulus__missing-or-null, +78,2022-09-01,93025-5,,ambulatory +78,2022-09-01,93025-5,cumulus__missing-or-null,ambulatory +78,2022-07-01,6299-2,, +78,2022-07-01,6299-2,cumulus__missing-or-null, +78,2022-07-01,6298-4,, +78,2022-07-01,6298-4,cumulus__missing-or-null, +78,2022-07-01,49765-1,, +78,2022-07-01,49765-1,cumulus__missing-or-null, +78,2022-07-01,38483-4,, +78,2022-07-01,38483-4,cumulus__missing-or-null, +78,2022-07-01,2947-0,, +78,2022-07-01,2947-0,cumulus__missing-or-null, +78,2022-07-01,2339-0,, +78,2022-07-01,2339-0,cumulus__missing-or-null, +78,2022-07-01,2069-3,, +78,2022-07-01,2069-3,cumulus__missing-or-null, +78,2022-07-01,20565-8,, +78,2022-07-01,20565-8,cumulus__missing-or-null, +78,2022-04-01,33914-3,,ambulatory +78,2022-04-01,33914-3,cumulus__missing-or-null,ambulatory +78,2021-11-01,6299-2,,ambulatory +78,2021-11-01,6299-2,cumulus__missing-or-null,ambulatory +78,2021-11-01,6298-4,,ambulatory +78,2021-11-01,6298-4,cumulus__missing-or-null,ambulatory +78,2021-11-01,49765-1,,ambulatory +78,2021-11-01,49765-1,cumulus__missing-or-null,ambulatory +78,2021-11-01,38483-4,,ambulatory +78,2021-11-01,38483-4,cumulus__missing-or-null,ambulatory +78,2021-11-01,2947-0,,ambulatory +78,2021-11-01,2947-0,cumulus__missing-or-null,ambulatory +78,2021-11-01,2339-0,,ambulatory +78,2021-11-01,2339-0,cumulus__missing-or-null,ambulatory +78,2021-11-01,2069-3,,ambulatory +78,2021-11-01,2069-3,cumulus__missing-or-null,ambulatory +78,2021-11-01,20565-8,,ambulatory +78,2021-11-01,20565-8,cumulus__missing-or-null,ambulatory +78,2021-08-01,5811-5,, +78,2021-08-01,5811-5,cumulus__missing-or-null, +78,2021-08-01,5803-2,, +78,2021-08-01,5803-2,cumulus__missing-or-null, +78,2021-08-01,5802-4,, +78,2021-08-01,5799-2,, +78,2021-08-01,5794-3,, +78,2021-08-01,5770-3,, +78,2021-08-01,4548-4,,ambulatory +78,2021-08-01,4548-4,cumulus__missing-or-null,ambulatory +78,2021-08-01,25428-4,, +78,2021-08-01,2514-8,, +78,2021-08-01,20454-5,, +78,2021-06-01,4548-4,,ambulatory +78,2021-06-01,4548-4,cumulus__missing-or-null,ambulatory +78,2021-05-01,,Urine smell ammoniacal (finding),ambulatory +78,2021-05-01,,Urine nitrite negative (finding),ambulatory +78,2021-05-01,,Urine leukocyte test negative (finding),ambulatory +78,2021-05-01,,Urine glucose test = ++ (finding),ambulatory +78,2021-05-01,,Urine blood test = negative (finding),ambulatory +78,2021-05-01,,Translucent (qualifier value),ambulatory +78,2021-05-01,,Finding of bilirubin in urine (finding),ambulatory +78,2021-05-01,,Cloudy urine (finding),ambulatory +78,2021-05-01,,Brown color (qualifier value),ambulatory +78,2021-05-01,5811-5,,ambulatory +78,2021-05-01,5811-5,cumulus__missing-or-null,ambulatory +78,2021-05-01,5804-0,,ambulatory +78,2021-05-01,5804-0,cumulus__missing-or-null,ambulatory +78,2021-05-01,5803-2,,ambulatory +78,2021-05-01,5803-2,cumulus__missing-or-null,ambulatory +78,2021-05-01,5802-4,,ambulatory +78,2021-05-01,5802-4,Urine nitrite negative (finding),ambulatory +78,2021-05-01,5799-2,,ambulatory +78,2021-05-01,5799-2,Urine leukocyte test negative (finding),ambulatory +78,2021-05-01,5797-6,,ambulatory +78,2021-05-01,5797-6,cumulus__missing-or-null,ambulatory +78,2021-05-01,5794-3,,ambulatory +78,2021-05-01,5794-3,Urine blood test = negative (finding),ambulatory +78,2021-05-01,5792-7,,ambulatory +78,2021-05-01,5792-7,cumulus__missing-or-null,ambulatory +78,2021-05-01,5778-6,,ambulatory +78,2021-05-01,5778-6,Brown color (qualifier value),ambulatory +78,2021-05-01,5770-3,,ambulatory +78,2021-05-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +78,2021-05-01,5767-9,,ambulatory +78,2021-05-01,5767-9,Cloudy urine (finding),ambulatory +78,2021-05-01,34533-0,,ambulatory +78,2021-05-01,34533-0,Urine smell ammoniacal (finding),ambulatory +78,2021-05-01,32167-9,,ambulatory +78,2021-05-01,32167-9,Translucent (qualifier value),ambulatory +78,2021-05-01,25428-4,,ambulatory +78,2021-05-01,25428-4,Urine glucose test = ++ (finding),ambulatory +78,2021-05-01,2514-8,,ambulatory +78,2021-05-01,20505-4,,ambulatory +78,2021-05-01,20505-4,cumulus__missing-or-null,ambulatory +78,2021-05-01,20454-5,,ambulatory +78,2021-03-01,33914-3,, +78,2021-03-01,33914-3,cumulus__missing-or-null, +78,2020-10-01,6299-2,, +78,2020-10-01,6299-2,cumulus__missing-or-null, +78,2020-10-01,6298-4,, +78,2020-10-01,6298-4,cumulus__missing-or-null, +78,2020-10-01,49765-1,, +78,2020-10-01,49765-1,cumulus__missing-or-null, +78,2020-10-01,38483-4,, +78,2020-10-01,38483-4,cumulus__missing-or-null, +78,2020-10-01,2947-0,, +78,2020-10-01,2947-0,cumulus__missing-or-null, +78,2020-10-01,2339-0,, +78,2020-10-01,2339-0,cumulus__missing-or-null, +78,2020-10-01,2069-3,, +78,2020-10-01,2069-3,cumulus__missing-or-null, +78,2020-10-01,20565-8,, +78,2020-10-01,20565-8,cumulus__missing-or-null, +78,2020-04-01,33914-3,,ambulatory +78,2020-04-01,33914-3,cumulus__missing-or-null,ambulatory +78,2020-01-01,6299-2,,ambulatory +78,2020-01-01,6299-2,cumulus__missing-or-null,ambulatory +78,2020-01-01,6298-4,,ambulatory +78,2020-01-01,6298-4,cumulus__missing-or-null,ambulatory +78,2020-01-01,49765-1,,ambulatory +78,2020-01-01,49765-1,cumulus__missing-or-null,ambulatory +78,2020-01-01,38483-4,,ambulatory +78,2020-01-01,38483-4,cumulus__missing-or-null,ambulatory +78,2020-01-01,2947-0,,ambulatory +78,2020-01-01,2947-0,cumulus__missing-or-null,ambulatory +78,2020-01-01,2339-0,,ambulatory +78,2020-01-01,2339-0,cumulus__missing-or-null,ambulatory +78,2020-01-01,2069-3,,ambulatory +78,2020-01-01,2069-3,cumulus__missing-or-null,ambulatory +78,2020-01-01,20565-8,,ambulatory +78,2020-01-01,20565-8,cumulus__missing-or-null,ambulatory +78,2019-12-01,33914-3,,ambulatory +78,2019-12-01,33914-3,cumulus__missing-or-null,ambulatory +78,2019-11-01,4548-4,, +78,2019-11-01,4548-4,cumulus__missing-or-null, +78,2019-09-01,39156-5,,ambulatory +78,2019-09-01,39156-5,cumulus__missing-or-null,ambulatory +78,2019-03-01,5811-5,, +78,2019-03-01,5811-5,cumulus__missing-or-null, +78,2019-03-01,5803-2,, +78,2019-03-01,5803-2,cumulus__missing-or-null, +78,2019-03-01,5802-4,, +78,2019-03-01,5799-2,, +78,2019-03-01,5794-3,, +78,2019-03-01,5770-3,, +78,2019-03-01,25428-4,, +78,2019-03-01,2514-8,, +78,2019-03-01,20454-5,, +78,2019-02-01,,Never smoked tobacco (finding),ambulatory +78,2019-02-01,72166-2,Never smoked tobacco (finding),ambulatory +78,2018-12-01,,Never smoked tobacco (finding), +78,2018-12-01,72166-2,Never smoked tobacco (finding), +78,2018-11-01,93025-5,, +78,2018-11-01,93025-5,cumulus__missing-or-null, +78,2018-10-01,93025-5,, +78,2018-10-01,93025-5,cumulus__missing-or-null, +78,2017-09-01,93025-5,, +78,2017-09-01,93025-5,cumulus__missing-or-null, +78,2016-12-01,6299-2,,ambulatory +78,2016-12-01,6299-2,cumulus__missing-or-null,ambulatory +78,2016-12-01,6298-4,,ambulatory +78,2016-12-01,6298-4,cumulus__missing-or-null,ambulatory +78,2016-12-01,49765-1,,ambulatory +78,2016-12-01,49765-1,cumulus__missing-or-null,ambulatory +78,2016-12-01,38483-4,,ambulatory +78,2016-12-01,38483-4,cumulus__missing-or-null,ambulatory +78,2016-12-01,2947-0,,ambulatory +78,2016-12-01,2947-0,cumulus__missing-or-null,ambulatory +78,2016-12-01,2339-0,,ambulatory +78,2016-12-01,2339-0,cumulus__missing-or-null,ambulatory +78,2016-12-01,2069-3,,ambulatory +78,2016-12-01,2069-3,cumulus__missing-or-null,ambulatory +78,2016-12-01,20565-8,,ambulatory +78,2016-12-01,20565-8,cumulus__missing-or-null,ambulatory +78,2016-08-01,93025-5,,ambulatory +78,2016-08-01,93025-5,cumulus__missing-or-null,ambulatory +78,2016-06-01,33914-3,, +78,2016-06-01,33914-3,cumulus__missing-or-null, +77,,33762-6,,inpatient encounter +77,,33762-6,cumulus__missing-or-null,inpatient encounter +77,,2502-3,,inpatient encounter +77,,2502-3,cumulus__missing-or-null,inpatient encounter +77,,2500-7,,inpatient encounter +77,,2500-7,cumulus__missing-or-null,inpatient encounter +77,,2498-4,,inpatient encounter +77,,2498-4,cumulus__missing-or-null,inpatient encounter +77,2023-01-01,6299-2,, +77,2023-01-01,6299-2,cumulus__missing-or-null, +77,2023-01-01,6298-4,, +77,2023-01-01,6298-4,cumulus__missing-or-null, +77,2023-01-01,49765-1,, +77,2023-01-01,49765-1,cumulus__missing-or-null, +77,2023-01-01,38483-4,, +77,2023-01-01,38483-4,cumulus__missing-or-null, +77,2023-01-01,2947-0,, +77,2023-01-01,2947-0,cumulus__missing-or-null, +77,2023-01-01,2339-0,, +77,2023-01-01,2339-0,cumulus__missing-or-null, +77,2023-01-01,2069-3,, +77,2023-01-01,2069-3,cumulus__missing-or-null, +77,2023-01-01,20565-8,, +77,2023-01-01,20565-8,cumulus__missing-or-null, +77,2022-12-01,6299-2,,ambulatory +77,2022-12-01,6299-2,cumulus__missing-or-null,ambulatory +77,2022-12-01,6298-4,,ambulatory +77,2022-12-01,6298-4,cumulus__missing-or-null,ambulatory +77,2022-12-01,49765-1,,ambulatory +77,2022-12-01,49765-1,cumulus__missing-or-null,ambulatory +77,2022-12-01,38483-4,,ambulatory +77,2022-12-01,38483-4,cumulus__missing-or-null,ambulatory +77,2022-12-01,33914-3,,ambulatory +77,2022-12-01,33914-3,cumulus__missing-or-null,ambulatory +77,2022-12-01,2947-0,,ambulatory +77,2022-12-01,2947-0,cumulus__missing-or-null,ambulatory +77,2022-12-01,2339-0,,ambulatory +77,2022-12-01,2339-0,cumulus__missing-or-null,ambulatory +77,2022-12-01,2069-3,,ambulatory +77,2022-12-01,2069-3,cumulus__missing-or-null,ambulatory +77,2022-12-01,20565-8,,ambulatory +77,2022-12-01,20565-8,cumulus__missing-or-null,ambulatory +77,2022-11-01,6299-2,, +77,2022-11-01,6299-2,cumulus__missing-or-null, +77,2022-11-01,6298-4,, +77,2022-11-01,6298-4,cumulus__missing-or-null, +77,2022-11-01,49765-1,, +77,2022-11-01,49765-1,cumulus__missing-or-null, +77,2022-11-01,38483-4,, +77,2022-11-01,38483-4,cumulus__missing-or-null, +77,2022-11-01,2947-0,, +77,2022-11-01,2947-0,cumulus__missing-or-null, +77,2022-11-01,2339-0,, +77,2022-11-01,2339-0,cumulus__missing-or-null, +77,2022-11-01,2069-3,, +77,2022-11-01,2069-3,cumulus__missing-or-null, +77,2022-11-01,20565-8,, +77,2022-11-01,20565-8,cumulus__missing-or-null, +77,2022-09-01,6299-2,, +77,2022-09-01,6299-2,cumulus__missing-or-null, +77,2022-09-01,6298-4,, +77,2022-09-01,6298-4,cumulus__missing-or-null, +77,2022-09-01,49765-1,, +77,2022-09-01,49765-1,cumulus__missing-or-null, +77,2022-09-01,38483-4,, +77,2022-09-01,38483-4,cumulus__missing-or-null, +77,2022-09-01,2947-0,, +77,2022-09-01,2947-0,cumulus__missing-or-null, +77,2022-09-01,2339-0,, +77,2022-09-01,2339-0,cumulus__missing-or-null, +77,2022-09-01,2069-3,, +77,2022-09-01,2069-3,cumulus__missing-or-null, +77,2022-09-01,20565-8,, +77,2022-09-01,20565-8,cumulus__missing-or-null, +77,2022-07-01,6299-2,,ambulatory +77,2022-07-01,6299-2,cumulus__missing-or-null,ambulatory +77,2022-07-01,6298-4,,ambulatory +77,2022-07-01,6298-4,cumulus__missing-or-null,ambulatory +77,2022-07-01,49765-1,,ambulatory +77,2022-07-01,49765-1,cumulus__missing-or-null,ambulatory +77,2022-07-01,38483-4,,ambulatory +77,2022-07-01,38483-4,cumulus__missing-or-null,ambulatory +77,2022-07-01,2947-0,,ambulatory +77,2022-07-01,2947-0,cumulus__missing-or-null,ambulatory +77,2022-07-01,2339-0,,ambulatory +77,2022-07-01,2339-0,cumulus__missing-or-null,ambulatory +77,2022-07-01,2069-3,,ambulatory +77,2022-07-01,2069-3,cumulus__missing-or-null,ambulatory +77,2022-07-01,20565-8,,ambulatory +77,2022-07-01,20565-8,cumulus__missing-or-null,ambulatory +77,2022-06-01,6299-2,, +77,2022-06-01,6299-2,cumulus__missing-or-null, +77,2022-06-01,6298-4,, +77,2022-06-01,6298-4,cumulus__missing-or-null, +77,2022-06-01,49765-1,, +77,2022-06-01,49765-1,cumulus__missing-or-null, +77,2022-06-01,38483-4,, +77,2022-06-01,38483-4,cumulus__missing-or-null, +77,2022-06-01,2947-0,, +77,2022-06-01,2947-0,cumulus__missing-or-null, +77,2022-06-01,2339-0,, +77,2022-06-01,2339-0,cumulus__missing-or-null, +77,2022-06-01,2069-3,, +77,2022-06-01,2069-3,cumulus__missing-or-null, +77,2022-06-01,20565-8,, +77,2022-06-01,20565-8,cumulus__missing-or-null, +77,2022-05-01,4548-4,, +77,2022-05-01,4548-4,cumulus__missing-or-null, +77,2022-04-01,6299-2,, +77,2022-04-01,6299-2,cumulus__missing-or-null, +77,2022-04-01,6298-4,, +77,2022-04-01,6298-4,cumulus__missing-or-null, +77,2022-04-01,49765-1,, +77,2022-04-01,49765-1,cumulus__missing-or-null, +77,2022-04-01,38483-4,, +77,2022-04-01,38483-4,cumulus__missing-or-null, +77,2022-04-01,2947-0,, +77,2022-04-01,2947-0,cumulus__missing-or-null, +77,2022-04-01,2339-0,, +77,2022-04-01,2339-0,cumulus__missing-or-null, +77,2022-04-01,2069-3,, +77,2022-04-01,2069-3,cumulus__missing-or-null, +77,2022-04-01,20565-8,, +77,2022-04-01,20565-8,cumulus__missing-or-null, +77,2022-03-01,4548-4,, +77,2022-03-01,4548-4,cumulus__missing-or-null, +77,2021-12-01,55758-7,, +77,2021-12-01,55758-7,cumulus__missing-or-null, +77,2021-12-01,4548-4,,ambulatory +77,2021-12-01,4548-4,cumulus__missing-or-null,ambulatory +77,2021-09-01,4548-4,, +77,2021-09-01,4548-4,cumulus__missing-or-null, 77,2021-08-01,,Urine smell ammoniacal (finding), 77,2021-08-01,,Urine nitrite negative (finding), 77,2021-08-01,,Urine leukocyte test negative (finding), @@ -395,55 +5773,146 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 77,2021-08-01,,Finding of bilirubin in urine (finding), 77,2021-08-01,,Cloudy urine (finding), 77,2021-08-01,,Brown color (qualifier value), -77,2021-08-01,5802-4,, +77,2021-08-01,6299-2,, +77,2021-08-01,6299-2,cumulus__missing-or-null, +77,2021-08-01,6298-4,, +77,2021-08-01,6298-4,cumulus__missing-or-null, +77,2021-08-01,5804-0,, +77,2021-08-01,5804-0,cumulus__missing-or-null, 77,2021-08-01,5802-4,Urine nitrite negative (finding), -77,2021-08-01,5799-2,, 77,2021-08-01,5799-2,Urine leukocyte test negative (finding), -77,2021-08-01,5794-3,, +77,2021-08-01,5797-6,, +77,2021-08-01,5797-6,cumulus__missing-or-null, 77,2021-08-01,5794-3,Urine blood test = negative (finding), +77,2021-08-01,5792-7,, +77,2021-08-01,5792-7,cumulus__missing-or-null, 77,2021-08-01,5778-6,, 77,2021-08-01,5778-6,Brown color (qualifier value), -77,2021-08-01,5770-3,, 77,2021-08-01,5770-3,Finding of bilirubin in urine (finding), 77,2021-08-01,5767-9,, 77,2021-08-01,5767-9,Cloudy urine (finding), +77,2021-08-01,49765-1,, +77,2021-08-01,49765-1,cumulus__missing-or-null, +77,2021-08-01,38483-4,, +77,2021-08-01,38483-4,cumulus__missing-or-null, 77,2021-08-01,34533-0,, 77,2021-08-01,34533-0,Urine smell ammoniacal (finding), 77,2021-08-01,32167-9,, 77,2021-08-01,32167-9,Translucent (qualifier value), -77,2021-08-01,25428-4,, +77,2021-08-01,2947-0,, +77,2021-08-01,2947-0,cumulus__missing-or-null, 77,2021-08-01,25428-4,Urine glucose test = ++ (finding), -77,2021-08-01,2514-8,, -77,2021-08-01,20454-5,, -77,2020-03-01,,Urine smell ammoniacal (finding),AMB -77,2020-03-01,,Urine nitrite negative (finding),AMB -77,2020-03-01,,Urine leukocyte test negative (finding),AMB -77,2020-03-01,,Urine glucose test = ++ (finding),AMB -77,2020-03-01,,Urine blood test = negative (finding),AMB -77,2020-03-01,,Translucent (qualifier value),AMB -77,2020-03-01,,Finding of bilirubin in urine (finding),AMB -77,2020-03-01,,Cloudy urine (finding),AMB -77,2020-03-01,,Brown color (qualifier value),AMB -77,2020-03-01,5802-4,,AMB -77,2020-03-01,5802-4,Urine nitrite negative (finding),AMB -77,2020-03-01,5799-2,,AMB -77,2020-03-01,5799-2,Urine leukocyte test negative (finding),AMB -77,2020-03-01,5794-3,,AMB -77,2020-03-01,5794-3,Urine blood test = negative (finding),AMB -77,2020-03-01,5778-6,,AMB -77,2020-03-01,5778-6,Brown color (qualifier value),AMB -77,2020-03-01,5770-3,,AMB -77,2020-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -77,2020-03-01,5767-9,,AMB -77,2020-03-01,5767-9,Cloudy urine (finding),AMB -77,2020-03-01,34533-0,,AMB -77,2020-03-01,34533-0,Urine smell ammoniacal (finding),AMB -77,2020-03-01,32167-9,,AMB -77,2020-03-01,32167-9,Translucent (qualifier value),AMB -77,2020-03-01,25428-4,,AMB -77,2020-03-01,25428-4,Urine glucose test = ++ (finding),AMB -77,2020-03-01,2514-8,,AMB -77,2020-03-01,20454-5,,AMB +77,2021-08-01,2339-0,, +77,2021-08-01,2339-0,cumulus__missing-or-null, +77,2021-08-01,2069-3,, +77,2021-08-01,2069-3,cumulus__missing-or-null, +77,2021-08-01,20565-8,, +77,2021-08-01,20565-8,cumulus__missing-or-null, +77,2021-08-01,20505-4,, +77,2021-08-01,20505-4,cumulus__missing-or-null, +77,2021-07-01,6299-2,,ambulatory +77,2021-07-01,6299-2,cumulus__missing-or-null,ambulatory +77,2021-07-01,6298-4,,ambulatory +77,2021-07-01,6298-4,cumulus__missing-or-null,ambulatory +77,2021-07-01,49765-1,,ambulatory +77,2021-07-01,49765-1,cumulus__missing-or-null,ambulatory +77,2021-07-01,38483-4,,ambulatory +77,2021-07-01,38483-4,cumulus__missing-or-null,ambulatory +77,2021-07-01,2947-0,,ambulatory +77,2021-07-01,2947-0,cumulus__missing-or-null,ambulatory +77,2021-07-01,2339-0,,ambulatory +77,2021-07-01,2339-0,cumulus__missing-or-null,ambulatory +77,2021-07-01,2069-3,,ambulatory +77,2021-07-01,2069-3,cumulus__missing-or-null,ambulatory +77,2021-07-01,20565-8,,ambulatory +77,2021-07-01,20565-8,cumulus__missing-or-null,ambulatory +77,2021-05-01,55758-7,,ambulatory +77,2021-05-01,55758-7,cumulus__missing-or-null,ambulatory +77,2021-03-01,4548-4,, +77,2021-03-01,4548-4,cumulus__missing-or-null, +77,2020-11-01,,Never smoked tobacco (finding), +77,2020-11-01,,Never smoked tobacco (finding),ambulatory +77,2020-11-01,72166-2,Never smoked tobacco (finding), +77,2020-11-01,72166-2,Never smoked tobacco (finding),ambulatory +77,2020-11-01,33914-3,,ambulatory +77,2020-11-01,33914-3,cumulus__missing-or-null,ambulatory +77,2020-11-01,3094-0,, +77,2020-11-01,3094-0,cumulus__missing-or-null, +77,2020-11-01,2951-2,, +77,2020-11-01,2951-2,cumulus__missing-or-null, +77,2020-11-01,2823-3,, +77,2020-11-01,2823-3,cumulus__missing-or-null, +77,2020-11-01,2345-7,, +77,2020-11-01,2345-7,cumulus__missing-or-null, +77,2020-11-01,2160-0,, +77,2020-11-01,2160-0,cumulus__missing-or-null, +77,2020-11-01,2075-0,, +77,2020-11-01,2075-0,cumulus__missing-or-null, +77,2020-11-01,2028-9,, +77,2020-11-01,2028-9,cumulus__missing-or-null, +77,2020-11-01,17861-6,, +77,2020-11-01,17861-6,cumulus__missing-or-null, +77,2020-06-01,3094-0,, +77,2020-06-01,3094-0,cumulus__missing-or-null, +77,2020-06-01,2951-2,, +77,2020-06-01,2951-2,cumulus__missing-or-null, +77,2020-06-01,2823-3,, +77,2020-06-01,2823-3,cumulus__missing-or-null, +77,2020-06-01,2345-7,, +77,2020-06-01,2345-7,cumulus__missing-or-null, +77,2020-06-01,2160-0,, +77,2020-06-01,2160-0,cumulus__missing-or-null, +77,2020-06-01,2075-0,, +77,2020-06-01,2075-0,cumulus__missing-or-null, +77,2020-06-01,2028-9,, +77,2020-06-01,2028-9,cumulus__missing-or-null, +77,2020-06-01,17861-6,, +77,2020-06-01,17861-6,cumulus__missing-or-null, +77,2020-03-01,,Urine smell ammoniacal (finding),ambulatory +77,2020-03-01,,Urine nitrite negative (finding),ambulatory +77,2020-03-01,,Urine leukocyte test negative (finding),ambulatory +77,2020-03-01,,Urine glucose test = ++ (finding),ambulatory +77,2020-03-01,,Urine blood test = negative (finding),ambulatory +77,2020-03-01,,Translucent (qualifier value),ambulatory +77,2020-03-01,,Finding of bilirubin in urine (finding),ambulatory +77,2020-03-01,,Cloudy urine (finding),ambulatory +77,2020-03-01,,Brown color (qualifier value),ambulatory +77,2020-03-01,5811-5,,ambulatory +77,2020-03-01,5811-5,cumulus__missing-or-null,ambulatory +77,2020-03-01,5804-0,,ambulatory +77,2020-03-01,5804-0,cumulus__missing-or-null,ambulatory +77,2020-03-01,5803-2,,ambulatory +77,2020-03-01,5803-2,cumulus__missing-or-null,ambulatory +77,2020-03-01,5802-4,,ambulatory +77,2020-03-01,5802-4,Urine nitrite negative (finding),ambulatory +77,2020-03-01,5799-2,,ambulatory +77,2020-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +77,2020-03-01,5797-6,,ambulatory +77,2020-03-01,5797-6,cumulus__missing-or-null,ambulatory +77,2020-03-01,5794-3,,ambulatory +77,2020-03-01,5794-3,Urine blood test = negative (finding),ambulatory +77,2020-03-01,5792-7,,ambulatory +77,2020-03-01,5792-7,cumulus__missing-or-null,ambulatory +77,2020-03-01,5778-6,,ambulatory +77,2020-03-01,5778-6,Brown color (qualifier value),ambulatory +77,2020-03-01,5770-3,,ambulatory +77,2020-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +77,2020-03-01,5767-9,,ambulatory +77,2020-03-01,5767-9,Cloudy urine (finding),ambulatory +77,2020-03-01,34533-0,,ambulatory +77,2020-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +77,2020-03-01,32167-9,,ambulatory +77,2020-03-01,32167-9,Translucent (qualifier value),ambulatory +77,2020-03-01,25428-4,,ambulatory +77,2020-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +77,2020-03-01,2514-8,,ambulatory +77,2020-03-01,20505-4,,ambulatory +77,2020-03-01,20505-4,cumulus__missing-or-null,ambulatory +77,2020-03-01,20454-5,,ambulatory +77,2019-12-01,93025-5,, +77,2019-12-01,93025-5,cumulus__missing-or-null, +77,2019-09-01,,Never smoked tobacco (finding), +77,2019-09-01,72166-2,Never smoked tobacco (finding), 77,2019-03-01,,Urine smell ammoniacal (finding), 77,2019-03-01,,Urine nitrite negative (finding), 77,2019-03-01,,Urine leukocyte test negative (finding), @@ -453,15 +5922,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 77,2019-03-01,,Finding of bilirubin in urine (finding), 77,2019-03-01,,Cloudy urine (finding), 77,2019-03-01,,Brown color (qualifier value), -77,2019-03-01,5802-4,, +77,2019-03-01,5804-0,, +77,2019-03-01,5804-0,cumulus__missing-or-null, 77,2019-03-01,5802-4,Urine nitrite negative (finding), -77,2019-03-01,5799-2,, 77,2019-03-01,5799-2,Urine leukocyte test negative (finding), -77,2019-03-01,5794-3,, +77,2019-03-01,5797-6,, +77,2019-03-01,5797-6,cumulus__missing-or-null, 77,2019-03-01,5794-3,Urine blood test = negative (finding), +77,2019-03-01,5792-7,, +77,2019-03-01,5792-7,cumulus__missing-or-null, 77,2019-03-01,5778-6,, 77,2019-03-01,5778-6,Brown color (qualifier value), -77,2019-03-01,5770-3,, 77,2019-03-01,5770-3,Finding of bilirubin in urine (finding), 77,2019-03-01,5767-9,, 77,2019-03-01,5767-9,Cloudy urine (finding), @@ -469,10 +5940,545 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 77,2019-03-01,34533-0,Urine smell ammoniacal (finding), 77,2019-03-01,32167-9,, 77,2019-03-01,32167-9,Translucent (qualifier value), -77,2019-03-01,25428-4,, 77,2019-03-01,25428-4,Urine glucose test = ++ (finding), -77,2019-03-01,2514-8,, -77,2019-03-01,20454-5,, +77,2019-03-01,20505-4,, +77,2019-03-01,20505-4,cumulus__missing-or-null, +77,2018-12-01,,Never smoked tobacco (finding),ambulatory +77,2018-12-01,93025-5,, +77,2018-12-01,93025-5,cumulus__missing-or-null, +77,2018-12-01,72166-2,Never smoked tobacco (finding),ambulatory +77,2018-06-01,5811-5,, +77,2018-06-01,5811-5,cumulus__missing-or-null, +77,2018-06-01,5803-2,, +77,2018-06-01,5803-2,cumulus__missing-or-null, +77,2018-06-01,5802-4,, +77,2018-06-01,5799-2,, +77,2018-06-01,5794-3,, +77,2018-06-01,5770-3,, +77,2018-06-01,25428-4,, +77,2018-06-01,2514-8,, +77,2018-06-01,20454-5,, +77,2018-02-01,,Never smoked tobacco (finding),ambulatory +77,2018-02-01,93025-5,, +77,2018-02-01,93025-5,cumulus__missing-or-null, +77,2018-02-01,72166-2,Never smoked tobacco (finding),ambulatory +77,2018-02-01,33914-3,, +77,2018-02-01,33914-3,cumulus__missing-or-null, +77,2017-12-01,6299-2,,ambulatory +77,2017-12-01,6299-2,cumulus__missing-or-null,ambulatory +77,2017-12-01,6298-4,,ambulatory +77,2017-12-01,6298-4,cumulus__missing-or-null,ambulatory +77,2017-12-01,49765-1,,ambulatory +77,2017-12-01,49765-1,cumulus__missing-or-null,ambulatory +77,2017-12-01,4548-4,, +77,2017-12-01,4548-4,cumulus__missing-or-null, +77,2017-12-01,38483-4,,ambulatory +77,2017-12-01,38483-4,cumulus__missing-or-null,ambulatory +77,2017-12-01,2947-0,,ambulatory +77,2017-12-01,2947-0,cumulus__missing-or-null,ambulatory +77,2017-12-01,2339-0,,ambulatory +77,2017-12-01,2339-0,cumulus__missing-or-null,ambulatory +77,2017-12-01,2069-3,,ambulatory +77,2017-12-01,2069-3,cumulus__missing-or-null,ambulatory +77,2017-12-01,20565-8,,ambulatory +77,2017-12-01,20565-8,cumulus__missing-or-null,ambulatory +77,2017-09-01,6299-2,, +77,2017-09-01,6299-2,cumulus__missing-or-null, +77,2017-09-01,6298-4,, +77,2017-09-01,6298-4,cumulus__missing-or-null, +77,2017-09-01,49765-1,, +77,2017-09-01,49765-1,cumulus__missing-or-null, +77,2017-09-01,38483-4,, +77,2017-09-01,38483-4,cumulus__missing-or-null, +77,2017-09-01,2947-0,, +77,2017-09-01,2947-0,cumulus__missing-or-null, +77,2017-09-01,2339-0,, +77,2017-09-01,2339-0,cumulus__missing-or-null, +77,2017-09-01,2069-3,, +77,2017-09-01,2069-3,cumulus__missing-or-null, +77,2017-09-01,20565-8,, +77,2017-09-01,20565-8,cumulus__missing-or-null, +77,2017-08-01,74006-8,, +77,2017-08-01,74006-8,,ambulatory +77,2017-08-01,74006-8,cumulus__missing-or-null, +77,2017-08-01,74006-8,cumulus__missing-or-null,ambulatory +77,2016-10-01,,Never smoked tobacco (finding), +77,2016-10-01,72166-2,Never smoked tobacco (finding), +77,2016-07-01,93025-5,,ambulatory +77,2016-07-01,93025-5,cumulus__missing-or-null,ambulatory +76,2023-03-01,93025-5,, +76,2023-03-01,93025-5,cumulus__missing-or-null, +76,2023-03-01,33914-3,,ambulatory +76,2023-03-01,33914-3,cumulus__missing-or-null,ambulatory +76,2022-12-01,,Never smoked tobacco (finding),ambulatory +76,2022-12-01,93025-5,,ambulatory +76,2022-12-01,93025-5,cumulus__missing-or-null,ambulatory +76,2022-12-01,72166-2,Never smoked tobacco (finding),ambulatory +76,2022-03-01,4548-4,,ambulatory +76,2022-03-01,4548-4,cumulus__missing-or-null,ambulatory +76,2021-12-01,55758-7,,ambulatory +76,2021-12-01,55758-7,cumulus__missing-or-null,ambulatory +76,2021-11-01,93025-5,,ambulatory +76,2021-11-01,93025-5,cumulus__missing-or-null,ambulatory +76,2021-10-01,5767-9,, +76,2021-07-01,4548-4,,ambulatory +76,2021-07-01,4548-4,cumulus__missing-or-null,ambulatory +76,2021-02-01,6299-2,, +76,2021-02-01,6299-2,cumulus__missing-or-null, +76,2021-02-01,6298-4,, +76,2021-02-01,6298-4,cumulus__missing-or-null, +76,2021-02-01,49765-1,, +76,2021-02-01,49765-1,cumulus__missing-or-null, +76,2021-02-01,38483-4,, +76,2021-02-01,38483-4,cumulus__missing-or-null, +76,2021-02-01,2947-0,, +76,2021-02-01,2947-0,cumulus__missing-or-null, +76,2021-02-01,2339-0,, +76,2021-02-01,2339-0,cumulus__missing-or-null, +76,2021-02-01,2069-3,, +76,2021-02-01,2069-3,cumulus__missing-or-null, +76,2021-02-01,20565-8,, +76,2021-02-01,20565-8,cumulus__missing-or-null, +76,2020-11-01,93025-5,, +76,2020-11-01,93025-5,,ambulatory +76,2020-11-01,93025-5,cumulus__missing-or-null, +76,2020-11-01,93025-5,cumulus__missing-or-null,ambulatory +76,2020-08-01,6299-2,, +76,2020-08-01,6299-2,cumulus__missing-or-null, +76,2020-08-01,6298-4,, +76,2020-08-01,6298-4,cumulus__missing-or-null, +76,2020-08-01,49765-1,, +76,2020-08-01,49765-1,cumulus__missing-or-null, +76,2020-08-01,38483-4,, +76,2020-08-01,38483-4,cumulus__missing-or-null, +76,2020-08-01,2947-0,, +76,2020-08-01,2947-0,cumulus__missing-or-null, +76,2020-08-01,2339-0,, +76,2020-08-01,2339-0,cumulus__missing-or-null, +76,2020-08-01,2069-3,, +76,2020-08-01,2069-3,cumulus__missing-or-null, +76,2020-08-01,20565-8,, +76,2020-08-01,20565-8,cumulus__missing-or-null, +76,2020-07-01,93025-5,,ambulatory +76,2020-07-01,93025-5,cumulus__missing-or-null,ambulatory +76,2019-11-01,4548-4,,ambulatory +76,2019-11-01,4548-4,cumulus__missing-or-null,ambulatory +76,2019-07-01,93025-5,, +76,2019-07-01,93025-5,cumulus__missing-or-null, +76,2019-06-01,55758-7,, +76,2019-06-01,55758-7,cumulus__missing-or-null, +76,2019-02-01,5811-5,, +76,2019-02-01,5811-5,cumulus__missing-or-null, +76,2019-02-01,5803-2,, +76,2019-02-01,5803-2,cumulus__missing-or-null, +76,2019-02-01,5802-4,, +76,2019-02-01,5799-2,, +76,2019-02-01,5794-3,, +76,2019-02-01,5770-3,, +76,2019-02-01,25428-4,, +76,2019-02-01,2514-8,, +76,2019-02-01,20454-5,, +76,2018-12-01,33914-3,,ambulatory +76,2018-12-01,33914-3,cumulus__missing-or-null,ambulatory +76,2018-11-01,93025-5,,ambulatory +76,2018-11-01,93025-5,cumulus__missing-or-null,ambulatory +76,2018-10-01,93025-5,,ambulatory +76,2018-10-01,93025-5,cumulus__missing-or-null,ambulatory +76,2018-09-01,,Never smoked tobacco (finding), +76,2018-09-01,,Never smoked tobacco (finding),ambulatory +76,2018-09-01,72166-2,Never smoked tobacco (finding), +76,2018-09-01,72166-2,Never smoked tobacco (finding),ambulatory +76,2018-09-01,6299-2,,ambulatory +76,2018-09-01,6299-2,cumulus__missing-or-null,ambulatory +76,2018-09-01,6298-4,,ambulatory +76,2018-09-01,6298-4,cumulus__missing-or-null,ambulatory +76,2018-09-01,49765-1,,ambulatory +76,2018-09-01,49765-1,cumulus__missing-or-null,ambulatory +76,2018-09-01,38483-4,,ambulatory +76,2018-09-01,38483-4,cumulus__missing-or-null,ambulatory +76,2018-09-01,2947-0,,ambulatory +76,2018-09-01,2947-0,cumulus__missing-or-null,ambulatory +76,2018-09-01,2339-0,,ambulatory +76,2018-09-01,2339-0,cumulus__missing-or-null,ambulatory +76,2018-09-01,2069-3,,ambulatory +76,2018-09-01,2069-3,cumulus__missing-or-null,ambulatory +76,2018-09-01,20565-8,,ambulatory +76,2018-09-01,20565-8,cumulus__missing-or-null,ambulatory +76,2017-09-01,93025-5,,ambulatory +76,2017-09-01,93025-5,cumulus__missing-or-null,ambulatory +75,2023-02-01,74006-8,, +75,2023-02-01,74006-8,,ambulatory +75,2023-02-01,74006-8,cumulus__missing-or-null, +75,2023-02-01,74006-8,cumulus__missing-or-null,ambulatory +75,2023-01-01,6299-2,,ambulatory +75,2023-01-01,6299-2,cumulus__missing-or-null,ambulatory +75,2023-01-01,6298-4,,ambulatory +75,2023-01-01,6298-4,cumulus__missing-or-null,ambulatory +75,2023-01-01,49765-1,,ambulatory +75,2023-01-01,49765-1,cumulus__missing-or-null,ambulatory +75,2023-01-01,38483-4,,ambulatory +75,2023-01-01,38483-4,cumulus__missing-or-null,ambulatory +75,2023-01-01,2947-0,,ambulatory +75,2023-01-01,2947-0,cumulus__missing-or-null,ambulatory +75,2023-01-01,2339-0,,ambulatory +75,2023-01-01,2339-0,cumulus__missing-or-null,ambulatory +75,2023-01-01,2069-3,,ambulatory +75,2023-01-01,2069-3,cumulus__missing-or-null,ambulatory +75,2023-01-01,20565-8,,ambulatory +75,2023-01-01,20565-8,cumulus__missing-or-null,ambulatory +75,2022-11-01,93025-5,,ambulatory +75,2022-11-01,93025-5,cumulus__missing-or-null,ambulatory +75,2022-09-01,6299-2,,ambulatory +75,2022-09-01,6299-2,cumulus__missing-or-null,ambulatory +75,2022-09-01,6298-4,,ambulatory +75,2022-09-01,6298-4,cumulus__missing-or-null,ambulatory +75,2022-09-01,49765-1,,ambulatory +75,2022-09-01,49765-1,cumulus__missing-or-null,ambulatory +75,2022-09-01,38483-4,,ambulatory +75,2022-09-01,38483-4,cumulus__missing-or-null,ambulatory +75,2022-09-01,2947-0,,ambulatory +75,2022-09-01,2947-0,cumulus__missing-or-null,ambulatory +75,2022-09-01,2339-0,,ambulatory +75,2022-09-01,2339-0,cumulus__missing-or-null,ambulatory +75,2022-09-01,2069-3,,ambulatory +75,2022-09-01,2069-3,cumulus__missing-or-null,ambulatory +75,2022-09-01,20565-8,,ambulatory +75,2022-09-01,20565-8,cumulus__missing-or-null,ambulatory +75,2022-08-01,33914-3,,ambulatory +75,2022-08-01,33914-3,cumulus__missing-or-null,ambulatory +75,2021-05-01,3094-0,, +75,2021-05-01,3094-0,cumulus__missing-or-null, +75,2021-05-01,2951-2,, +75,2021-05-01,2951-2,cumulus__missing-or-null, +75,2021-05-01,2823-3,, +75,2021-05-01,2823-3,cumulus__missing-or-null, +75,2021-05-01,2345-7,, +75,2021-05-01,2345-7,cumulus__missing-or-null, +75,2021-05-01,2160-0,, +75,2021-05-01,2160-0,cumulus__missing-or-null, +75,2021-05-01,2075-0,, +75,2021-05-01,2075-0,cumulus__missing-or-null, +75,2021-05-01,2028-9,, +75,2021-05-01,2028-9,cumulus__missing-or-null, +75,2021-05-01,17861-6,, +75,2021-05-01,17861-6,cumulus__missing-or-null, +75,2021-02-01,6299-2,,ambulatory +75,2021-02-01,6299-2,cumulus__missing-or-null,ambulatory +75,2021-02-01,6298-4,,ambulatory +75,2021-02-01,6298-4,cumulus__missing-or-null,ambulatory +75,2021-02-01,49765-1,,ambulatory +75,2021-02-01,49765-1,cumulus__missing-or-null,ambulatory +75,2021-02-01,38483-4,,ambulatory +75,2021-02-01,38483-4,cumulus__missing-or-null,ambulatory +75,2021-02-01,2947-0,,ambulatory +75,2021-02-01,2947-0,cumulus__missing-or-null,ambulatory +75,2021-02-01,2339-0,,ambulatory +75,2021-02-01,2339-0,cumulus__missing-or-null,ambulatory +75,2021-02-01,2069-3,,ambulatory +75,2021-02-01,2069-3,cumulus__missing-or-null,ambulatory +75,2021-02-01,20565-8,,ambulatory +75,2021-02-01,20565-8,cumulus__missing-or-null,ambulatory +75,2020-10-01,6299-2,,ambulatory +75,2020-10-01,6299-2,cumulus__missing-or-null,ambulatory +75,2020-10-01,6298-4,,ambulatory +75,2020-10-01,6298-4,cumulus__missing-or-null,ambulatory +75,2020-10-01,49765-1,,ambulatory +75,2020-10-01,49765-1,cumulus__missing-or-null,ambulatory +75,2020-10-01,38483-4,,ambulatory +75,2020-10-01,38483-4,cumulus__missing-or-null,ambulatory +75,2020-10-01,3094-0,, +75,2020-10-01,3094-0,cumulus__missing-or-null, +75,2020-10-01,2951-2,, +75,2020-10-01,2951-2,cumulus__missing-or-null, +75,2020-10-01,2947-0,,ambulatory +75,2020-10-01,2947-0,cumulus__missing-or-null,ambulatory +75,2020-10-01,2823-3,, +75,2020-10-01,2823-3,cumulus__missing-or-null, +75,2020-10-01,2345-7,, +75,2020-10-01,2345-7,cumulus__missing-or-null, +75,2020-10-01,2339-0,,ambulatory +75,2020-10-01,2339-0,cumulus__missing-or-null,ambulatory +75,2020-10-01,2160-0,, +75,2020-10-01,2160-0,cumulus__missing-or-null, +75,2020-10-01,2075-0,, +75,2020-10-01,2075-0,cumulus__missing-or-null, +75,2020-10-01,2069-3,,ambulatory +75,2020-10-01,2069-3,cumulus__missing-or-null,ambulatory +75,2020-10-01,20565-8,,ambulatory +75,2020-10-01,20565-8,cumulus__missing-or-null,ambulatory +75,2020-10-01,2028-9,, +75,2020-10-01,2028-9,cumulus__missing-or-null, +75,2020-10-01,17861-6,, +75,2020-10-01,17861-6,cumulus__missing-or-null, +75,2020-08-01,4548-4,,ambulatory +75,2020-08-01,4548-4,cumulus__missing-or-null,ambulatory +75,2020-06-01,55758-7,, +75,2020-06-01,55758-7,,ambulatory +75,2020-06-01,55758-7,cumulus__missing-or-null, +75,2020-06-01,55758-7,cumulus__missing-or-null,ambulatory +75,2020-04-01,93025-5,, +75,2020-04-01,93025-5,cumulus__missing-or-null, +75,2020-03-01,70274-6,, +75,2020-03-01,70274-6,,ambulatory +75,2020-03-01,70274-6,cumulus__missing-or-null, +75,2020-03-01,70274-6,cumulus__missing-or-null,ambulatory +75,2020-03-01,3094-0,, +75,2020-03-01,3094-0,cumulus__missing-or-null, +75,2020-03-01,2951-2,, +75,2020-03-01,2951-2,cumulus__missing-or-null, +75,2020-03-01,2823-3,, +75,2020-03-01,2823-3,cumulus__missing-or-null, +75,2020-03-01,2345-7,, +75,2020-03-01,2345-7,cumulus__missing-or-null, +75,2020-03-01,2160-0,, +75,2020-03-01,2160-0,cumulus__missing-or-null, +75,2020-03-01,2075-0,, +75,2020-03-01,2075-0,cumulus__missing-or-null, +75,2020-03-01,2028-9,, +75,2020-03-01,2028-9,cumulus__missing-or-null, +75,2020-03-01,17861-6,, +75,2020-03-01,17861-6,cumulus__missing-or-null, +75,2020-01-01,4548-4,, +75,2020-01-01,4548-4,cumulus__missing-or-null, +75,2019-11-01,,Never smoked tobacco (finding), +75,2019-11-01,,Never smoked tobacco (finding),ambulatory +75,2019-11-01,72166-2,Never smoked tobacco (finding), +75,2019-11-01,72166-2,Never smoked tobacco (finding),ambulatory +75,2019-07-01,93025-5,,ambulatory +75,2019-07-01,93025-5,cumulus__missing-or-null,ambulatory +75,2019-06-01,55758-7,,ambulatory +75,2019-06-01,55758-7,cumulus__missing-or-null,ambulatory +75,2019-05-01,4548-4,, +75,2019-05-01,4548-4,cumulus__missing-or-null, +75,2018-12-01,4548-4,, +75,2018-12-01,4548-4,cumulus__missing-or-null, +75,2018-08-01,74006-8,, +75,2018-08-01,74006-8,,ambulatory +75,2018-08-01,74006-8,cumulus__missing-or-null, +75,2018-08-01,74006-8,cumulus__missing-or-null,ambulatory +75,2018-06-01,6299-2,, +75,2018-06-01,6299-2,cumulus__missing-or-null, +75,2018-06-01,6298-4,, +75,2018-06-01,6298-4,cumulus__missing-or-null, +75,2018-06-01,49765-1,, +75,2018-06-01,49765-1,cumulus__missing-or-null, +75,2018-06-01,38483-4,, +75,2018-06-01,38483-4,cumulus__missing-or-null, +75,2018-06-01,2947-0,, +75,2018-06-01,2947-0,cumulus__missing-or-null, +75,2018-06-01,2339-0,, +75,2018-06-01,2339-0,cumulus__missing-or-null, +75,2018-06-01,2069-3,, +75,2018-06-01,2069-3,cumulus__missing-or-null, +75,2018-06-01,20565-8,, +75,2018-06-01,20565-8,cumulus__missing-or-null, +75,2018-03-01,5811-5,, +75,2018-03-01,5811-5,cumulus__missing-or-null, +75,2018-03-01,5803-2,, +75,2018-03-01,5803-2,cumulus__missing-or-null, +75,2018-03-01,5802-4,, +75,2018-03-01,5799-2,, +75,2018-03-01,5794-3,, +75,2018-03-01,5770-3,, +75,2018-03-01,25428-4,, +75,2018-03-01,2514-8,, +75,2018-03-01,20454-5,, +75,2017-10-01,6299-2,, +75,2017-10-01,6299-2,cumulus__missing-or-null, +75,2017-10-01,6298-4,, +75,2017-10-01,6298-4,cumulus__missing-or-null, +75,2017-10-01,5811-5,, +75,2017-10-01,5811-5,cumulus__missing-or-null, +75,2017-10-01,5803-2,, +75,2017-10-01,5803-2,cumulus__missing-or-null, +75,2017-10-01,5802-4,, +75,2017-10-01,5799-2,, +75,2017-10-01,5794-3,, +75,2017-10-01,5770-3,, +75,2017-10-01,49765-1,, +75,2017-10-01,49765-1,cumulus__missing-or-null, +75,2017-10-01,38483-4,, +75,2017-10-01,38483-4,cumulus__missing-or-null, +75,2017-10-01,2947-0,, +75,2017-10-01,2947-0,cumulus__missing-or-null, +75,2017-10-01,25428-4,, +75,2017-10-01,2514-8,, +75,2017-10-01,2339-0,, +75,2017-10-01,2339-0,cumulus__missing-or-null, +75,2017-10-01,2069-3,, +75,2017-10-01,2069-3,cumulus__missing-or-null, +75,2017-10-01,20565-8,, +75,2017-10-01,20565-8,cumulus__missing-or-null, +75,2017-10-01,20454-5,, +75,2017-04-01,33914-3,, +75,2017-04-01,33914-3,cumulus__missing-or-null, +75,2017-01-01,74006-8,, +75,2017-01-01,74006-8,,ambulatory +75,2017-01-01,74006-8,cumulus__missing-or-null, +75,2017-01-01,74006-8,cumulus__missing-or-null,ambulatory +75,2016-07-01,33914-3,,ambulatory +75,2016-07-01,33914-3,cumulus__missing-or-null,ambulatory +74,,20570-8,, +74,,20570-8,,ambulatory +74,,20570-8,cumulus__missing-or-null, +74,,20570-8,cumulus__missing-or-null,ambulatory +74,2022-11-01,6299-2,,ambulatory +74,2022-11-01,6299-2,cumulus__missing-or-null,ambulatory +74,2022-11-01,6298-4,,ambulatory +74,2022-11-01,6298-4,cumulus__missing-or-null,ambulatory +74,2022-11-01,49765-1,,ambulatory +74,2022-11-01,49765-1,cumulus__missing-or-null,ambulatory +74,2022-11-01,38483-4,,ambulatory +74,2022-11-01,38483-4,cumulus__missing-or-null,ambulatory +74,2022-11-01,2947-0,,ambulatory +74,2022-11-01,2947-0,cumulus__missing-or-null,ambulatory +74,2022-11-01,2339-0,,ambulatory +74,2022-11-01,2339-0,cumulus__missing-or-null,ambulatory +74,2022-11-01,2069-3,,ambulatory +74,2022-11-01,2069-3,cumulus__missing-or-null,ambulatory +74,2022-11-01,20565-8,,ambulatory +74,2022-11-01,20565-8,cumulus__missing-or-null,ambulatory +74,2022-03-01,55758-7,, +74,2022-03-01,55758-7,cumulus__missing-or-null, +74,2022-02-01,74006-8,, +74,2022-02-01,74006-8,,ambulatory +74,2022-02-01,74006-8,cumulus__missing-or-null, +74,2022-02-01,74006-8,cumulus__missing-or-null,ambulatory +74,2022-02-01,6299-2,, +74,2022-02-01,6299-2,cumulus__missing-or-null, +74,2022-02-01,6298-4,, +74,2022-02-01,6298-4,cumulus__missing-or-null, +74,2022-02-01,49765-1,, +74,2022-02-01,49765-1,cumulus__missing-or-null, +74,2022-02-01,38483-4,, +74,2022-02-01,38483-4,cumulus__missing-or-null, +74,2022-02-01,2947-0,, +74,2022-02-01,2947-0,cumulus__missing-or-null, +74,2022-02-01,2339-0,, +74,2022-02-01,2339-0,cumulus__missing-or-null, +74,2022-02-01,2069-3,, +74,2022-02-01,2069-3,cumulus__missing-or-null, +74,2022-02-01,20565-8,, +74,2022-02-01,20565-8,cumulus__missing-or-null, +74,2022-01-01,55758-7,, +74,2022-01-01,55758-7,,ambulatory +74,2022-01-01,55758-7,cumulus__missing-or-null, +74,2022-01-01,55758-7,cumulus__missing-or-null,ambulatory +74,2021-11-01,4548-4,, +74,2021-11-01,4548-4,cumulus__missing-or-null, +74,2021-09-01,55758-7,, +74,2021-09-01,55758-7,cumulus__missing-or-null, +74,2021-07-01,55758-7,, +74,2021-07-01,55758-7,cumulus__missing-or-null, +74,2021-04-01,4548-4,, +74,2021-04-01,4548-4,,ambulatory +74,2021-04-01,4548-4,cumulus__missing-or-null, +74,2021-04-01,4548-4,cumulus__missing-or-null,ambulatory +74,2020-08-01,6299-2,,ambulatory +74,2020-08-01,6299-2,cumulus__missing-or-null,ambulatory +74,2020-08-01,6298-4,,ambulatory +74,2020-08-01,6298-4,cumulus__missing-or-null,ambulatory +74,2020-08-01,49765-1,,ambulatory +74,2020-08-01,49765-1,cumulus__missing-or-null,ambulatory +74,2020-08-01,38483-4,,ambulatory +74,2020-08-01,38483-4,cumulus__missing-or-null,ambulatory +74,2020-08-01,2947-0,,ambulatory +74,2020-08-01,2947-0,cumulus__missing-or-null,ambulatory +74,2020-08-01,2339-0,,ambulatory +74,2020-08-01,2339-0,cumulus__missing-or-null,ambulatory +74,2020-08-01,2069-3,,ambulatory +74,2020-08-01,2069-3,cumulus__missing-or-null,ambulatory +74,2020-08-01,20565-8,,ambulatory +74,2020-08-01,20565-8,cumulus__missing-or-null,ambulatory +74,2020-07-01,33914-3,, +74,2020-07-01,33914-3,cumulus__missing-or-null, +74,2020-06-01,6299-2,,ambulatory +74,2020-06-01,6299-2,cumulus__missing-or-null,ambulatory +74,2020-06-01,6298-4,,ambulatory +74,2020-06-01,6298-4,cumulus__missing-or-null,ambulatory +74,2020-06-01,49765-1,,ambulatory +74,2020-06-01,49765-1,cumulus__missing-or-null,ambulatory +74,2020-06-01,38483-4,,ambulatory +74,2020-06-01,38483-4,cumulus__missing-or-null,ambulatory +74,2020-06-01,2947-0,,ambulatory +74,2020-06-01,2947-0,cumulus__missing-or-null,ambulatory +74,2020-06-01,2339-0,,ambulatory +74,2020-06-01,2339-0,cumulus__missing-or-null,ambulatory +74,2020-06-01,2069-3,,ambulatory +74,2020-06-01,2069-3,cumulus__missing-or-null,ambulatory +74,2020-06-01,20565-8,,ambulatory +74,2020-06-01,20565-8,cumulus__missing-or-null,ambulatory +74,2020-01-01,55758-7,, +74,2020-01-01,55758-7,cumulus__missing-or-null, +74,2020-01-01,4548-4,,ambulatory +74,2020-01-01,4548-4,cumulus__missing-or-null,ambulatory +74,2019-11-01,6299-2,, +74,2019-11-01,6299-2,cumulus__missing-or-null, +74,2019-11-01,6298-4,, +74,2019-11-01,6298-4,cumulus__missing-or-null, +74,2019-11-01,49765-1,, +74,2019-11-01,49765-1,cumulus__missing-or-null, +74,2019-11-01,38483-4,, +74,2019-11-01,38483-4,cumulus__missing-or-null, +74,2019-11-01,2947-0,, +74,2019-11-01,2947-0,cumulus__missing-or-null, +74,2019-11-01,2339-0,, +74,2019-11-01,2339-0,cumulus__missing-or-null, +74,2019-11-01,2069-3,, +74,2019-11-01,2069-3,cumulus__missing-or-null, +74,2019-11-01,20565-8,, +74,2019-11-01,20565-8,cumulus__missing-or-null, +74,2019-09-01,,Never smoked tobacco (finding),ambulatory +74,2019-09-01,72166-2,Never smoked tobacco (finding),ambulatory +74,2019-05-01,6299-2,, +74,2019-05-01,6299-2,cumulus__missing-or-null, +74,2019-05-01,6298-4,, +74,2019-05-01,6298-4,cumulus__missing-or-null, +74,2019-05-01,49765-1,, +74,2019-05-01,49765-1,cumulus__missing-or-null, +74,2019-05-01,38483-4,, +74,2019-05-01,38483-4,cumulus__missing-or-null, +74,2019-05-01,2947-0,, +74,2019-05-01,2947-0,cumulus__missing-or-null, +74,2019-05-01,2339-0,, +74,2019-05-01,2339-0,cumulus__missing-or-null, +74,2019-05-01,2069-3,, +74,2019-05-01,2069-3,cumulus__missing-or-null, +74,2019-05-01,20565-8,, +74,2019-05-01,20565-8,cumulus__missing-or-null, +74,2019-04-01,3094-0,, +74,2019-04-01,3094-0,cumulus__missing-or-null, +74,2019-04-01,2951-2,, +74,2019-04-01,2951-2,cumulus__missing-or-null, +74,2019-04-01,2823-3,, +74,2019-04-01,2823-3,cumulus__missing-or-null, +74,2019-04-01,2345-7,, +74,2019-04-01,2345-7,cumulus__missing-or-null, +74,2019-04-01,2160-0,, +74,2019-04-01,2160-0,cumulus__missing-or-null, +74,2019-04-01,2075-0,, +74,2019-04-01,2075-0,cumulus__missing-or-null, +74,2019-04-01,2028-9,, +74,2019-04-01,2028-9,cumulus__missing-or-null, +74,2019-04-01,17861-6,, +74,2019-04-01,17861-6,cumulus__missing-or-null, +74,2019-02-01,5811-5,,ambulatory +74,2019-02-01,5811-5,cumulus__missing-or-null,ambulatory +74,2019-02-01,5803-2,,ambulatory +74,2019-02-01,5803-2,cumulus__missing-or-null,ambulatory +74,2019-02-01,5802-4,,ambulatory +74,2019-02-01,5799-2,,ambulatory +74,2019-02-01,5794-3,,ambulatory +74,2019-02-01,5770-3,,ambulatory +74,2019-02-01,25428-4,,ambulatory +74,2019-02-01,2514-8,,ambulatory +74,2019-02-01,20454-5,,ambulatory +74,2018-07-01,93025-5,, +74,2018-07-01,93025-5,cumulus__missing-or-null, +74,2018-04-01,93025-5,, +74,2018-04-01,93025-5,cumulus__missing-or-null, +74,2018-04-01,4548-4,, +74,2018-04-01,4548-4,cumulus__missing-or-null, 74,2018-03-01,,Urine smell ammoniacal (finding), 74,2018-03-01,,Urine nitrite negative (finding), 74,2018-03-01,,Urine leukocyte test negative (finding), @@ -482,26 +6488,170 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 74,2018-03-01,,Finding of bilirubin in urine (finding), 74,2018-03-01,,Cloudy urine (finding), 74,2018-03-01,,Brown color (qualifier value), -74,2018-03-01,5802-4,, +74,2018-03-01,6299-2,, +74,2018-03-01,6299-2,cumulus__missing-or-null, +74,2018-03-01,6298-4,, +74,2018-03-01,6298-4,cumulus__missing-or-null, +74,2018-03-01,5804-0,, +74,2018-03-01,5804-0,cumulus__missing-or-null, 74,2018-03-01,5802-4,Urine nitrite negative (finding), -74,2018-03-01,5799-2,, 74,2018-03-01,5799-2,Urine leukocyte test negative (finding), -74,2018-03-01,5794-3,, +74,2018-03-01,5797-6,, +74,2018-03-01,5797-6,cumulus__missing-or-null, 74,2018-03-01,5794-3,Urine blood test = negative (finding), +74,2018-03-01,5792-7,, +74,2018-03-01,5792-7,cumulus__missing-or-null, 74,2018-03-01,5778-6,, 74,2018-03-01,5778-6,Brown color (qualifier value), -74,2018-03-01,5770-3,, 74,2018-03-01,5770-3,Finding of bilirubin in urine (finding), 74,2018-03-01,5767-9,, 74,2018-03-01,5767-9,Cloudy urine (finding), +74,2018-03-01,49765-1,, +74,2018-03-01,49765-1,cumulus__missing-or-null, +74,2018-03-01,38483-4,, +74,2018-03-01,38483-4,cumulus__missing-or-null, 74,2018-03-01,34533-0,, 74,2018-03-01,34533-0,Urine smell ammoniacal (finding), 74,2018-03-01,32167-9,, 74,2018-03-01,32167-9,Translucent (qualifier value), -74,2018-03-01,25428-4,, +74,2018-03-01,3094-0,, +74,2018-03-01,3094-0,cumulus__missing-or-null, +74,2018-03-01,2951-2,, +74,2018-03-01,2951-2,cumulus__missing-or-null, +74,2018-03-01,2947-0,, +74,2018-03-01,2947-0,cumulus__missing-or-null, +74,2018-03-01,2823-3,, +74,2018-03-01,2823-3,cumulus__missing-or-null, 74,2018-03-01,25428-4,Urine glucose test = ++ (finding), -74,2018-03-01,2514-8,, -74,2018-03-01,20454-5,, +74,2018-03-01,2345-7,, +74,2018-03-01,2345-7,cumulus__missing-or-null, +74,2018-03-01,2339-0,, +74,2018-03-01,2339-0,cumulus__missing-or-null, +74,2018-03-01,2160-0,, +74,2018-03-01,2160-0,cumulus__missing-or-null, +74,2018-03-01,2075-0,, +74,2018-03-01,2075-0,cumulus__missing-or-null, +74,2018-03-01,2069-3,, +74,2018-03-01,2069-3,cumulus__missing-or-null, +74,2018-03-01,20565-8,, +74,2018-03-01,20565-8,cumulus__missing-or-null, +74,2018-03-01,20505-4,, +74,2018-03-01,20505-4,cumulus__missing-or-null, +74,2018-03-01,2028-9,, +74,2018-03-01,2028-9,cumulus__missing-or-null, +74,2018-03-01,17861-6,, +74,2018-03-01,17861-6,cumulus__missing-or-null, +74,2017-11-01,93025-5,, +74,2017-11-01,93025-5,cumulus__missing-or-null, +74,2017-07-01,4548-4,, +74,2017-07-01,4548-4,cumulus__missing-or-null, +74,2017-03-01,33914-3,,ambulatory +74,2017-03-01,33914-3,cumulus__missing-or-null,ambulatory +74,2016-12-01,4548-4,, +74,2016-12-01,4548-4,cumulus__missing-or-null, +74,2016-11-01,93025-5,, +74,2016-11-01,93025-5,cumulus__missing-or-null, +74,2016-10-01,,Never smoked tobacco (finding),ambulatory +74,2016-10-01,72166-2,Never smoked tobacco (finding),ambulatory +73,,76690-7,, +73,,76690-7,,ambulatory +73,,76690-7,cumulus__missing-or-null, +73,,76690-7,cumulus__missing-or-null,ambulatory +73,,71802-3,, +73,,71802-3,,ambulatory +73,,71802-3,cumulus__missing-or-null, +73,,71802-3,cumulus__missing-or-null,ambulatory +73,,63513-6,, +73,,63513-6,,ambulatory +73,,63513-6,cumulus__missing-or-null, +73,,63513-6,cumulus__missing-or-null,ambulatory +73,,55277-8,, +73,,55277-8,,ambulatory +73,,55277-8,cumulus__missing-or-null, +73,,55277-8,cumulus__missing-or-null,ambulatory +73,,46240-8,, +73,,46240-8,,ambulatory +73,,46240-8,cumulus__missing-or-null, +73,,46240-8,cumulus__missing-or-null,ambulatory +73,,28245-9,, +73,,28245-9,,ambulatory +73,,28245-9,cumulus__missing-or-null, +73,,28245-9,cumulus__missing-or-null,ambulatory +73,2023-01-01,4548-4,, +73,2023-01-01,4548-4,cumulus__missing-or-null, +73,2022-10-01,6299-2,,ambulatory +73,2022-10-01,6299-2,cumulus__missing-or-null,ambulatory +73,2022-10-01,6298-4,,ambulatory +73,2022-10-01,6298-4,cumulus__missing-or-null,ambulatory +73,2022-10-01,49765-1,,ambulatory +73,2022-10-01,49765-1,cumulus__missing-or-null,ambulatory +73,2022-10-01,38483-4,,ambulatory +73,2022-10-01,38483-4,cumulus__missing-or-null,ambulatory +73,2022-10-01,2947-0,,ambulatory +73,2022-10-01,2947-0,cumulus__missing-or-null,ambulatory +73,2022-10-01,2339-0,,ambulatory +73,2022-10-01,2339-0,cumulus__missing-or-null,ambulatory +73,2022-10-01,2069-3,,ambulatory +73,2022-10-01,2069-3,cumulus__missing-or-null,ambulatory +73,2022-10-01,20565-8,,ambulatory +73,2022-10-01,20565-8,cumulus__missing-or-null,ambulatory +73,2022-06-01,6299-2,,ambulatory +73,2022-06-01,6299-2,cumulus__missing-or-null,ambulatory +73,2022-06-01,6298-4,,ambulatory +73,2022-06-01,6298-4,cumulus__missing-or-null,ambulatory +73,2022-06-01,55758-7,, +73,2022-06-01,55758-7,cumulus__missing-or-null, +73,2022-06-01,49765-1,,ambulatory +73,2022-06-01,49765-1,cumulus__missing-or-null,ambulatory +73,2022-06-01,4548-4,, +73,2022-06-01,4548-4,cumulus__missing-or-null, +73,2022-06-01,38483-4,,ambulatory +73,2022-06-01,38483-4,cumulus__missing-or-null,ambulatory +73,2022-06-01,2947-0,,ambulatory +73,2022-06-01,2947-0,cumulus__missing-or-null,ambulatory +73,2022-06-01,2339-0,,ambulatory +73,2022-06-01,2339-0,cumulus__missing-or-null,ambulatory +73,2022-06-01,2069-3,,ambulatory +73,2022-06-01,2069-3,cumulus__missing-or-null,ambulatory +73,2022-06-01,20565-8,,ambulatory +73,2022-06-01,20565-8,cumulus__missing-or-null,ambulatory +73,2022-05-01,5811-5,, +73,2022-05-01,5811-5,cumulus__missing-or-null, +73,2022-05-01,5803-2,, +73,2022-05-01,5803-2,cumulus__missing-or-null, +73,2022-05-01,5802-4,, +73,2022-05-01,5799-2,, +73,2022-05-01,5794-3,, +73,2022-05-01,5770-3,, +73,2022-05-01,25428-4,, +73,2022-05-01,2514-8,, +73,2022-05-01,20454-5,, +73,2022-03-01,55758-7,,ambulatory +73,2022-03-01,55758-7,cumulus__missing-or-null,ambulatory +73,2022-02-01,6299-2,,ambulatory +73,2022-02-01,6299-2,cumulus__missing-or-null,ambulatory +73,2022-02-01,6298-4,,ambulatory +73,2022-02-01,6298-4,cumulus__missing-or-null,ambulatory +73,2022-02-01,49765-1,,ambulatory +73,2022-02-01,49765-1,cumulus__missing-or-null,ambulatory +73,2022-02-01,38483-4,,ambulatory +73,2022-02-01,38483-4,cumulus__missing-or-null,ambulatory +73,2022-02-01,2947-0,,ambulatory +73,2022-02-01,2947-0,cumulus__missing-or-null,ambulatory +73,2022-02-01,2339-0,,ambulatory +73,2022-02-01,2339-0,cumulus__missing-or-null,ambulatory +73,2022-02-01,2069-3,,ambulatory +73,2022-02-01,2069-3,cumulus__missing-or-null,ambulatory +73,2022-02-01,20565-8,,ambulatory +73,2022-02-01,20565-8,cumulus__missing-or-null,ambulatory +73,2022-01-01,74006-8,, +73,2022-01-01,74006-8,,ambulatory +73,2022-01-01,74006-8,cumulus__missing-or-null, +73,2022-01-01,74006-8,cumulus__missing-or-null,ambulatory +73,2021-11-01,74006-8,, +73,2021-11-01,74006-8,,ambulatory +73,2021-11-01,74006-8,cumulus__missing-or-null, +73,2021-11-01,74006-8,cumulus__missing-or-null,ambulatory 73,2021-10-01,,Urine smell ammoniacal (finding), 73,2021-10-01,,Urine nitrite negative (finding), 73,2021-10-01,,Urine leukocyte test negative (finding), @@ -511,24 +6661,354 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 73,2021-10-01,,Finding of bilirubin in urine (finding), 73,2021-10-01,,Cloudy urine (finding), 73,2021-10-01,,Brown color (qualifier value), +73,2021-10-01,5811-5,, +73,2021-10-01,5811-5,cumulus__missing-or-null, +73,2021-10-01,5804-0,, +73,2021-10-01,5804-0,cumulus__missing-or-null, +73,2021-10-01,5803-2,, +73,2021-10-01,5803-2,cumulus__missing-or-null, 73,2021-10-01,5802-4,, 73,2021-10-01,5802-4,Urine nitrite negative (finding), 73,2021-10-01,5799-2,, 73,2021-10-01,5799-2,Urine leukocyte test negative (finding), +73,2021-10-01,5797-6,, +73,2021-10-01,5797-6,cumulus__missing-or-null, 73,2021-10-01,5794-3,, 73,2021-10-01,5794-3,Urine blood test = negative (finding), +73,2021-10-01,5792-7,, +73,2021-10-01,5792-7,cumulus__missing-or-null, 73,2021-10-01,5778-6,, 73,2021-10-01,5778-6,Brown color (qualifier value), 73,2021-10-01,5770-3,, 73,2021-10-01,5770-3,Finding of bilirubin in urine (finding), -73,2021-10-01,5767-9,, 73,2021-10-01,5767-9,Cloudy urine (finding), +73,2021-10-01,4548-4,, +73,2021-10-01,4548-4,cumulus__missing-or-null, 73,2021-10-01,32167-9,, 73,2021-10-01,32167-9,Translucent (qualifier value), 73,2021-10-01,25428-4,, 73,2021-10-01,25428-4,Urine glucose test = ++ (finding), 73,2021-10-01,2514-8,, +73,2021-10-01,20505-4,, +73,2021-10-01,20505-4,cumulus__missing-or-null, 73,2021-10-01,20454-5,, +73,2021-09-01,5767-9,, 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+72,2019-11-01,2947-0,,ambulatory +72,2019-11-01,2947-0,cumulus__missing-or-null,ambulatory +72,2019-11-01,2339-0,,ambulatory +72,2019-11-01,2339-0,cumulus__missing-or-null,ambulatory +72,2019-11-01,2069-3,,ambulatory +72,2019-11-01,2069-3,cumulus__missing-or-null,ambulatory +72,2019-11-01,20565-8,,ambulatory +72,2019-11-01,20565-8,cumulus__missing-or-null,ambulatory +72,2019-09-01,33914-3,,ambulatory +72,2019-09-01,33914-3,cumulus__missing-or-null,ambulatory +72,2019-04-01,5767-9,, +72,2018-10-01,6299-2,,ambulatory +72,2018-10-01,6299-2,cumulus__missing-or-null,ambulatory +72,2018-10-01,6298-4,,ambulatory +72,2018-10-01,6298-4,cumulus__missing-or-null,ambulatory +72,2018-10-01,5811-5,, +72,2018-10-01,5811-5,cumulus__missing-or-null, +72,2018-10-01,5803-2,, +72,2018-10-01,5803-2,cumulus__missing-or-null, +72,2018-10-01,5802-4,, +72,2018-10-01,5799-2,, +72,2018-10-01,5794-3,, +72,2018-10-01,5770-3,, +72,2018-10-01,49765-1,,ambulatory +72,2018-10-01,49765-1,cumulus__missing-or-null,ambulatory +72,2018-10-01,38483-4,,ambulatory +72,2018-10-01,38483-4,cumulus__missing-or-null,ambulatory +72,2018-10-01,2947-0,,ambulatory +72,2018-10-01,2947-0,cumulus__missing-or-null,ambulatory +72,2018-10-01,25428-4,, +72,2018-10-01,2514-8,, +72,2018-10-01,2339-0,,ambulatory +72,2018-10-01,2339-0,cumulus__missing-or-null,ambulatory +72,2018-10-01,2069-3,,ambulatory +72,2018-10-01,2069-3,cumulus__missing-or-null,ambulatory +72,2018-10-01,20565-8,,ambulatory +72,2018-10-01,20565-8,cumulus__missing-or-null,ambulatory +72,2018-10-01,20454-5,, +72,2018-07-01,93025-5,,ambulatory +72,2018-07-01,93025-5,cumulus__missing-or-null,ambulatory +72,2018-02-01,93025-5,,ambulatory +72,2018-02-01,93025-5,cumulus__missing-or-null,ambulatory +72,2018-02-01,74006-8,, +72,2018-02-01,74006-8,,ambulatory +72,2018-02-01,74006-8,cumulus__missing-or-null, +72,2018-02-01,74006-8,cumulus__missing-or-null,ambulatory +72,2017-10-01,6299-2,,ambulatory +72,2017-10-01,6299-2,cumulus__missing-or-null,ambulatory +72,2017-10-01,6298-4,,ambulatory +72,2017-10-01,6298-4,cumulus__missing-or-null,ambulatory +72,2017-10-01,49765-1,,ambulatory +72,2017-10-01,49765-1,cumulus__missing-or-null,ambulatory +72,2017-10-01,38483-4,,ambulatory +72,2017-10-01,38483-4,cumulus__missing-or-null,ambulatory +72,2017-10-01,2947-0,,ambulatory +72,2017-10-01,2947-0,cumulus__missing-or-null,ambulatory +72,2017-10-01,2339-0,,ambulatory +72,2017-10-01,2339-0,cumulus__missing-or-null,ambulatory +72,2017-10-01,2069-3,,ambulatory +72,2017-10-01,2069-3,cumulus__missing-or-null,ambulatory +72,2017-10-01,20565-8,,ambulatory +72,2017-10-01,20565-8,cumulus__missing-or-null,ambulatory +72,2017-09-01,,Never smoked tobacco (finding), +72,2017-09-01,72166-2,Never smoked tobacco (finding), +72,2017-06-01,93025-5,, +72,2017-06-01,93025-5,cumulus__missing-or-null, +72,2017-05-01,6299-2,, +72,2017-05-01,6299-2,cumulus__missing-or-null, +72,2017-05-01,6298-4,, 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+72,2017-03-01,20565-8,, +72,2017-03-01,20565-8,cumulus__missing-or-null, +72,2017-02-01,33914-3,,ambulatory +72,2017-02-01,33914-3,cumulus__missing-or-null,ambulatory +71,,6299-2,,inpatient encounter +71,,6299-2,cumulus__missing-or-null,inpatient encounter +71,,6298-4,,inpatient encounter +71,,6298-4,cumulus__missing-or-null,inpatient encounter +71,,49765-1,,inpatient encounter +71,,49765-1,cumulus__missing-or-null,inpatient encounter +71,,38483-4,,inpatient encounter +71,,38483-4,cumulus__missing-or-null,inpatient encounter +71,,2947-0,,inpatient encounter +71,,2947-0,cumulus__missing-or-null,inpatient encounter +71,,2339-0,,inpatient encounter +71,,2339-0,cumulus__missing-or-null,inpatient encounter +71,,2069-3,,inpatient encounter +71,,2069-3,cumulus__missing-or-null,inpatient encounter +71,,20565-8,,inpatient encounter +71,,20565-8,cumulus__missing-or-null,inpatient encounter +71,2022-10-01,5811-5,, +71,2022-10-01,5811-5,cumulus__missing-or-null, +71,2022-10-01,5803-2,, +71,2022-10-01,5803-2,cumulus__missing-or-null, +71,2022-10-01,5802-4,, +71,2022-10-01,5799-2,, +71,2022-10-01,5794-3,, +71,2022-10-01,5770-3,, +71,2022-10-01,5767-9,, +71,2022-10-01,4548-4,, +71,2022-10-01,4548-4,cumulus__missing-or-null, +71,2022-10-01,25428-4,, +71,2022-10-01,2514-8,, +71,2022-10-01,20454-5,, +71,2022-08-01,55758-7,, +71,2022-08-01,55758-7,cumulus__missing-or-null, +71,2022-06-01,55758-7,,ambulatory +71,2022-06-01,55758-7,cumulus__missing-or-null,ambulatory +71,2022-05-01,4548-4,,ambulatory +71,2022-05-01,4548-4,cumulus__missing-or-null,ambulatory +71,2021-10-01,55758-7,, +71,2021-10-01,55758-7,,ambulatory +71,2021-10-01,55758-7,cumulus__missing-or-null, +71,2021-10-01,55758-7,cumulus__missing-or-null,ambulatory +71,2021-10-01,4548-4,,ambulatory +71,2021-10-01,4548-4,cumulus__missing-or-null,ambulatory 71,2021-09-01,,Urine smell ammoniacal (finding), 71,2021-09-01,,Urine nitrite negative (finding), 71,2021-09-01,,Urine leukocyte test negative (finding), @@ -538,24 +7018,136 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2021-09-01,,Finding of bilirubin in urine (finding), 71,2021-09-01,,Cloudy urine (finding), 71,2021-09-01,,Brown color (qualifier value), +71,2021-09-01,5811-5,, +71,2021-09-01,5811-5,cumulus__missing-or-null, +71,2021-09-01,5804-0,, +71,2021-09-01,5804-0,cumulus__missing-or-null, +71,2021-09-01,5803-2,, +71,2021-09-01,5803-2,cumulus__missing-or-null, 71,2021-09-01,5802-4,, 71,2021-09-01,5802-4,Urine nitrite negative (finding), 71,2021-09-01,5799-2,, 71,2021-09-01,5799-2,Urine leukocyte test negative (finding), +71,2021-09-01,5797-6,, +71,2021-09-01,5797-6,cumulus__missing-or-null, 71,2021-09-01,5794-3,, 71,2021-09-01,5794-3,Urine blood test = negative (finding), +71,2021-09-01,5792-7,, +71,2021-09-01,5792-7,cumulus__missing-or-null, 71,2021-09-01,5778-6,, 71,2021-09-01,5778-6,Brown color (qualifier value), 71,2021-09-01,5770-3,, 71,2021-09-01,5770-3,Finding of bilirubin in urine (finding), -71,2021-09-01,5767-9,, 71,2021-09-01,5767-9,Cloudy urine (finding), +71,2021-09-01,55758-7,,ambulatory +71,2021-09-01,55758-7,cumulus__missing-or-null,ambulatory +71,2021-09-01,4548-4,,ambulatory +71,2021-09-01,4548-4,cumulus__missing-or-null,ambulatory 71,2021-09-01,32167-9,, 71,2021-09-01,32167-9,Translucent (qualifier value), 71,2021-09-01,25428-4,, 71,2021-09-01,25428-4,Urine glucose test = ++ (finding), 71,2021-09-01,2514-8,, +71,2021-09-01,20505-4,, +71,2021-09-01,20505-4,cumulus__missing-or-null, 71,2021-09-01,20454-5,, +71,2021-08-01,5811-5,,ambulatory +71,2021-08-01,5811-5,cumulus__missing-or-null,ambulatory +71,2021-08-01,5803-2,,ambulatory +71,2021-08-01,5803-2,cumulus__missing-or-null,ambulatory +71,2021-08-01,5802-4,,ambulatory +71,2021-08-01,5799-2,,ambulatory +71,2021-08-01,5794-3,,ambulatory +71,2021-08-01,5770-3,,ambulatory +71,2021-08-01,25428-4,,ambulatory +71,2021-08-01,2514-8,,ambulatory +71,2021-08-01,20454-5,,ambulatory +71,2021-05-01,6299-2,,ambulatory +71,2021-05-01,6299-2,cumulus__missing-or-null,ambulatory +71,2021-05-01,6298-4,,ambulatory +71,2021-05-01,6298-4,cumulus__missing-or-null,ambulatory +71,2021-05-01,49765-1,,ambulatory +71,2021-05-01,49765-1,cumulus__missing-or-null,ambulatory +71,2021-05-01,38483-4,,ambulatory +71,2021-05-01,38483-4,cumulus__missing-or-null,ambulatory +71,2021-05-01,2947-0,,ambulatory +71,2021-05-01,2947-0,cumulus__missing-or-null,ambulatory +71,2021-05-01,2339-0,,ambulatory +71,2021-05-01,2339-0,cumulus__missing-or-null,ambulatory +71,2021-05-01,2069-3,,ambulatory +71,2021-05-01,2069-3,cumulus__missing-or-null,ambulatory +71,2021-05-01,20565-8,,ambulatory +71,2021-05-01,20565-8,cumulus__missing-or-null,ambulatory +71,2021-04-01,6299-2,, +71,2021-04-01,6299-2,,ambulatory +71,2021-04-01,6299-2,cumulus__missing-or-null, +71,2021-04-01,6299-2,cumulus__missing-or-null,ambulatory +71,2021-04-01,6298-4,, +71,2021-04-01,6298-4,,ambulatory +71,2021-04-01,6298-4,cumulus__missing-or-null, +71,2021-04-01,6298-4,cumulus__missing-or-null,ambulatory +71,2021-04-01,55758-7,,ambulatory +71,2021-04-01,55758-7,cumulus__missing-or-null,ambulatory +71,2021-04-01,49765-1,, +71,2021-04-01,49765-1,,ambulatory +71,2021-04-01,49765-1,cumulus__missing-or-null, +71,2021-04-01,49765-1,cumulus__missing-or-null,ambulatory +71,2021-04-01,38483-4,, +71,2021-04-01,38483-4,,ambulatory +71,2021-04-01,38483-4,cumulus__missing-or-null, +71,2021-04-01,38483-4,cumulus__missing-or-null,ambulatory +71,2021-04-01,2947-0,, +71,2021-04-01,2947-0,,ambulatory +71,2021-04-01,2947-0,cumulus__missing-or-null, +71,2021-04-01,2947-0,cumulus__missing-or-null,ambulatory +71,2021-04-01,2339-0,, +71,2021-04-01,2339-0,,ambulatory +71,2021-04-01,2339-0,cumulus__missing-or-null, +71,2021-04-01,2339-0,cumulus__missing-or-null,ambulatory +71,2021-04-01,2069-3,, +71,2021-04-01,2069-3,,ambulatory +71,2021-04-01,2069-3,cumulus__missing-or-null, +71,2021-04-01,2069-3,cumulus__missing-or-null,ambulatory +71,2021-04-01,20565-8,, +71,2021-04-01,20565-8,,ambulatory +71,2021-04-01,20565-8,cumulus__missing-or-null, +71,2021-04-01,20565-8,cumulus__missing-or-null,ambulatory +71,2021-03-01,6299-2,,ambulatory +71,2021-03-01,6299-2,cumulus__missing-or-null,ambulatory +71,2021-03-01,6298-4,,ambulatory +71,2021-03-01,6298-4,cumulus__missing-or-null,ambulatory +71,2021-03-01,49765-1,,ambulatory +71,2021-03-01,49765-1,cumulus__missing-or-null,ambulatory +71,2021-03-01,4548-4,,ambulatory +71,2021-03-01,4548-4,cumulus__missing-or-null,ambulatory +71,2021-03-01,38483-4,,ambulatory +71,2021-03-01,38483-4,cumulus__missing-or-null,ambulatory +71,2021-03-01,2947-0,,ambulatory +71,2021-03-01,2947-0,cumulus__missing-or-null,ambulatory +71,2021-03-01,2339-0,,ambulatory +71,2021-03-01,2339-0,cumulus__missing-or-null,ambulatory +71,2021-03-01,2069-3,,ambulatory +71,2021-03-01,2069-3,cumulus__missing-or-null,ambulatory +71,2021-03-01,20565-8,,ambulatory +71,2021-03-01,20565-8,cumulus__missing-or-null,ambulatory +71,2021-01-01,55758-7,,ambulatory +71,2021-01-01,55758-7,cumulus__missing-or-null,ambulatory +71,2020-11-01,6299-2,,ambulatory +71,2020-11-01,6299-2,cumulus__missing-or-null,ambulatory +71,2020-11-01,6298-4,,ambulatory +71,2020-11-01,6298-4,cumulus__missing-or-null,ambulatory +71,2020-11-01,49765-1,,ambulatory +71,2020-11-01,49765-1,cumulus__missing-or-null,ambulatory +71,2020-11-01,38483-4,,ambulatory +71,2020-11-01,38483-4,cumulus__missing-or-null,ambulatory +71,2020-11-01,2947-0,,ambulatory +71,2020-11-01,2947-0,cumulus__missing-or-null,ambulatory +71,2020-11-01,2339-0,,ambulatory +71,2020-11-01,2339-0,cumulus__missing-or-null,ambulatory +71,2020-11-01,2069-3,,ambulatory +71,2020-11-01,2069-3,cumulus__missing-or-null,ambulatory +71,2020-11-01,20565-8,,ambulatory +71,2020-11-01,20565-8,cumulus__missing-or-null,ambulatory 71,2020-10-01,,Urine smell ammoniacal (finding), 71,2020-10-01,,Urine nitrite negative (finding), 71,2020-10-01,,Urine leukocyte test negative (finding), @@ -565,12 +7157,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2020-10-01,,Finding of bilirubin in urine (finding), 71,2020-10-01,,Cloudy urine (finding), 71,2020-10-01,,Brown color (qualifier value), +71,2020-10-01,5811-5,, +71,2020-10-01,5811-5,cumulus__missing-or-null, +71,2020-10-01,5804-0,, +71,2020-10-01,5804-0,cumulus__missing-or-null, +71,2020-10-01,5803-2,, +71,2020-10-01,5803-2,cumulus__missing-or-null, 71,2020-10-01,5802-4,, 71,2020-10-01,5802-4,Urine nitrite negative (finding), 71,2020-10-01,5799-2,, 71,2020-10-01,5799-2,Urine leukocyte test negative (finding), +71,2020-10-01,5797-6,, +71,2020-10-01,5797-6,cumulus__missing-or-null, 71,2020-10-01,5794-3,, 71,2020-10-01,5794-3,Urine blood test = negative (finding), +71,2020-10-01,5792-7,, +71,2020-10-01,5792-7,cumulus__missing-or-null, 71,2020-10-01,5778-6,, 71,2020-10-01,5778-6,Brown color (qualifier value), 71,2020-10-01,5770-3,, @@ -584,7 +7186,11 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2020-10-01,25428-4,, 71,2020-10-01,25428-4,Urine glucose test = ++ (finding), 71,2020-10-01,2514-8,, +71,2020-10-01,20505-4,, +71,2020-10-01,20505-4,cumulus__missing-or-null, 71,2020-10-01,20454-5,, +71,2020-08-01,55758-7,, +71,2020-08-01,55758-7,cumulus__missing-or-null, 71,2020-05-01,,Urine smell ammoniacal (finding), 71,2020-05-01,,Urine nitrite negative (finding), 71,2020-05-01,,Urine leukocyte test negative (finding), @@ -594,12 +7200,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2020-05-01,,Finding of bilirubin in urine (finding), 71,2020-05-01,,Cloudy urine (finding), 71,2020-05-01,,Brown color (qualifier value), +71,2020-05-01,5811-5,, +71,2020-05-01,5811-5,cumulus__missing-or-null, +71,2020-05-01,5804-0,, +71,2020-05-01,5804-0,cumulus__missing-or-null, +71,2020-05-01,5803-2,, +71,2020-05-01,5803-2,cumulus__missing-or-null, 71,2020-05-01,5802-4,, 71,2020-05-01,5802-4,Urine nitrite negative (finding), 71,2020-05-01,5799-2,, 71,2020-05-01,5799-2,Urine leukocyte test negative (finding), +71,2020-05-01,5797-6,, +71,2020-05-01,5797-6,cumulus__missing-or-null, 71,2020-05-01,5794-3,, 71,2020-05-01,5794-3,Urine blood test = negative (finding), +71,2020-05-01,5792-7,, +71,2020-05-01,5792-7,cumulus__missing-or-null, 71,2020-05-01,5778-6,, 71,2020-05-01,5778-6,Brown color (qualifier value), 71,2020-05-01,5770-3,, @@ -613,7 +7229,77 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2020-05-01,25428-4,, 71,2020-05-01,25428-4,Urine glucose test = ++ (finding), 71,2020-05-01,2514-8,, +71,2020-05-01,20505-4,, +71,2020-05-01,20505-4,cumulus__missing-or-null, 71,2020-05-01,20454-5,, +71,2020-04-01,93025-5,,ambulatory +71,2020-04-01,93025-5,cumulus__missing-or-null,ambulatory +71,2019-12-01,6299-2,, +71,2019-12-01,6299-2,cumulus__missing-or-null, +71,2019-12-01,6298-4,, +71,2019-12-01,6298-4,cumulus__missing-or-null, +71,2019-12-01,49765-1,, +71,2019-12-01,49765-1,cumulus__missing-or-null, +71,2019-12-01,38483-4,, +71,2019-12-01,38483-4,cumulus__missing-or-null, +71,2019-12-01,2947-0,, +71,2019-12-01,2947-0,cumulus__missing-or-null, +71,2019-12-01,2339-0,, +71,2019-12-01,2339-0,cumulus__missing-or-null, +71,2019-12-01,2069-3,, +71,2019-12-01,2069-3,cumulus__missing-or-null, +71,2019-12-01,20565-8,, +71,2019-12-01,20565-8,cumulus__missing-or-null, +71,2019-08-01,6299-2,, +71,2019-08-01,6299-2,cumulus__missing-or-null, +71,2019-08-01,6298-4,, +71,2019-08-01,6298-4,cumulus__missing-or-null, +71,2019-08-01,49765-1,, +71,2019-08-01,49765-1,cumulus__missing-or-null, +71,2019-08-01,38483-4,, +71,2019-08-01,38483-4,cumulus__missing-or-null, +71,2019-08-01,2947-0,, +71,2019-08-01,2947-0,cumulus__missing-or-null, +71,2019-08-01,2339-0,, +71,2019-08-01,2339-0,cumulus__missing-or-null, +71,2019-08-01,2069-3,, +71,2019-08-01,2069-3,cumulus__missing-or-null, +71,2019-08-01,20565-8,, +71,2019-08-01,20565-8,cumulus__missing-or-null, +71,2019-06-01,6299-2,, +71,2019-06-01,6299-2,cumulus__missing-or-null, +71,2019-06-01,6298-4,, +71,2019-06-01,6298-4,cumulus__missing-or-null, +71,2019-06-01,49765-1,, +71,2019-06-01,49765-1,cumulus__missing-or-null, +71,2019-06-01,38483-4,, +71,2019-06-01,38483-4,cumulus__missing-or-null, +71,2019-06-01,2947-0,, +71,2019-06-01,2947-0,cumulus__missing-or-null, +71,2019-06-01,2339-0,, +71,2019-06-01,2339-0,cumulus__missing-or-null, +71,2019-06-01,2069-3,, +71,2019-06-01,2069-3,cumulus__missing-or-null, +71,2019-06-01,20565-8,, +71,2019-06-01,20565-8,cumulus__missing-or-null, +71,2019-05-01,6299-2,,ambulatory +71,2019-05-01,6299-2,cumulus__missing-or-null,ambulatory +71,2019-05-01,6298-4,,ambulatory +71,2019-05-01,6298-4,cumulus__missing-or-null,ambulatory +71,2019-05-01,49765-1,,ambulatory +71,2019-05-01,49765-1,cumulus__missing-or-null,ambulatory +71,2019-05-01,4548-4,,ambulatory +71,2019-05-01,4548-4,cumulus__missing-or-null,ambulatory +71,2019-05-01,38483-4,,ambulatory +71,2019-05-01,38483-4,cumulus__missing-or-null,ambulatory +71,2019-05-01,2947-0,,ambulatory +71,2019-05-01,2947-0,cumulus__missing-or-null,ambulatory +71,2019-05-01,2339-0,,ambulatory +71,2019-05-01,2339-0,cumulus__missing-or-null,ambulatory +71,2019-05-01,2069-3,,ambulatory +71,2019-05-01,2069-3,cumulus__missing-or-null,ambulatory +71,2019-05-01,20565-8,,ambulatory +71,2019-05-01,20565-8,cumulus__missing-or-null,ambulatory 71,2019-04-01,,Urine smell ammoniacal (finding), 71,2019-04-01,,Urine nitrite negative (finding), 71,2019-04-01,,Urine leukocyte test negative (finding), @@ -623,24 +7309,46 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2019-04-01,,Finding of bilirubin in urine (finding), 71,2019-04-01,,Cloudy urine (finding), 71,2019-04-01,,Brown color (qualifier value), +71,2019-04-01,5811-5,, +71,2019-04-01,5811-5,cumulus__missing-or-null, +71,2019-04-01,5804-0,, +71,2019-04-01,5804-0,cumulus__missing-or-null, +71,2019-04-01,5803-2,, +71,2019-04-01,5803-2,cumulus__missing-or-null, 71,2019-04-01,5802-4,, 71,2019-04-01,5802-4,Urine nitrite negative (finding), 71,2019-04-01,5799-2,, 71,2019-04-01,5799-2,Urine leukocyte test negative (finding), +71,2019-04-01,5797-6,, +71,2019-04-01,5797-6,cumulus__missing-or-null, 71,2019-04-01,5794-3,, 71,2019-04-01,5794-3,Urine blood test = negative (finding), +71,2019-04-01,5792-7,, +71,2019-04-01,5792-7,cumulus__missing-or-null, 71,2019-04-01,5778-6,, 71,2019-04-01,5778-6,Brown color (qualifier value), 71,2019-04-01,5770-3,, 71,2019-04-01,5770-3,Finding of bilirubin in urine (finding), -71,2019-04-01,5767-9,, 71,2019-04-01,5767-9,Cloudy urine (finding), 71,2019-04-01,32167-9,, 71,2019-04-01,32167-9,Translucent (qualifier value), 71,2019-04-01,25428-4,, 71,2019-04-01,25428-4,Urine glucose test = ++ (finding), 71,2019-04-01,2514-8,, +71,2019-04-01,20505-4,, +71,2019-04-01,20505-4,cumulus__missing-or-null, 71,2019-04-01,20454-5,, +71,2019-03-01,5811-5,,ambulatory +71,2019-03-01,5811-5,cumulus__missing-or-null,ambulatory +71,2019-03-01,5803-2,,ambulatory +71,2019-03-01,5803-2,cumulus__missing-or-null,ambulatory +71,2019-03-01,5802-4,,ambulatory +71,2019-03-01,5799-2,,ambulatory +71,2019-03-01,5794-3,,ambulatory +71,2019-03-01,5770-3,,ambulatory +71,2019-03-01,25428-4,,ambulatory +71,2019-03-01,2514-8,,ambulatory +71,2019-03-01,20454-5,,ambulatory 71,2019-02-01,,Urine smell ammoniacal (finding), 71,2019-02-01,,Urine nitrite negative (finding), 71,2019-02-01,,Urine leukocyte test negative (finding), @@ -650,15 +7358,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2019-02-01,,Finding of bilirubin in urine (finding), 71,2019-02-01,,Cloudy urine (finding), 71,2019-02-01,,Brown color (qualifier value), -71,2019-02-01,5802-4,, +71,2019-02-01,5804-0,, +71,2019-02-01,5804-0,cumulus__missing-or-null, 71,2019-02-01,5802-4,Urine nitrite negative (finding), -71,2019-02-01,5799-2,, 71,2019-02-01,5799-2,Urine leukocyte test negative (finding), -71,2019-02-01,5794-3,, +71,2019-02-01,5797-6,, +71,2019-02-01,5797-6,cumulus__missing-or-null, 71,2019-02-01,5794-3,Urine blood test = negative (finding), +71,2019-02-01,5792-7,, +71,2019-02-01,5792-7,cumulus__missing-or-null, 71,2019-02-01,5778-6,, 71,2019-02-01,5778-6,Brown color (qualifier value), -71,2019-02-01,5770-3,, 71,2019-02-01,5770-3,Finding of bilirubin in urine (finding), 71,2019-02-01,5767-9,, 71,2019-02-01,5767-9,Cloudy urine (finding), @@ -666,42 +7376,178 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 71,2019-02-01,34533-0,Urine smell ammoniacal (finding), 71,2019-02-01,32167-9,, 71,2019-02-01,32167-9,Translucent (qualifier value), -71,2019-02-01,25428-4,, 71,2019-02-01,25428-4,Urine glucose test = ++ (finding), -71,2019-02-01,2514-8,, -71,2019-02-01,20454-5,, +71,2019-02-01,20505-4,, +71,2019-02-01,20505-4,cumulus__missing-or-null, +71,2018-11-01,,Never smoked tobacco (finding), +71,2018-11-01,,Never smoked tobacco (finding),ambulatory +71,2018-11-01,72166-2,Never smoked tobacco (finding), +71,2018-11-01,72166-2,Never smoked tobacco (finding),ambulatory +71,2018-08-01,6299-2,, +71,2018-08-01,6299-2,cumulus__missing-or-null, +71,2018-08-01,6298-4,, +71,2018-08-01,6298-4,cumulus__missing-or-null, +71,2018-08-01,49765-1,, +71,2018-08-01,49765-1,cumulus__missing-or-null, +71,2018-08-01,38483-4,, +71,2018-08-01,38483-4,cumulus__missing-or-null, +71,2018-08-01,2947-0,, +71,2018-08-01,2947-0,cumulus__missing-or-null, +71,2018-08-01,2339-0,, +71,2018-08-01,2339-0,cumulus__missing-or-null, +71,2018-08-01,2069-3,, +71,2018-08-01,2069-3,cumulus__missing-or-null, +71,2018-08-01,20565-8,, +71,2018-08-01,20565-8,cumulus__missing-or-null, +71,2018-06-01,6299-2,,ambulatory +71,2018-06-01,6299-2,cumulus__missing-or-null,ambulatory +71,2018-06-01,6298-4,,ambulatory +71,2018-06-01,6298-4,cumulus__missing-or-null,ambulatory +71,2018-06-01,5811-5,,ambulatory +71,2018-06-01,5811-5,cumulus__missing-or-null,ambulatory +71,2018-06-01,5803-2,,ambulatory +71,2018-06-01,5803-2,cumulus__missing-or-null,ambulatory +71,2018-06-01,5802-4,,ambulatory +71,2018-06-01,5799-2,,ambulatory +71,2018-06-01,5794-3,,ambulatory +71,2018-06-01,5770-3,,ambulatory +71,2018-06-01,49765-1,,ambulatory +71,2018-06-01,49765-1,cumulus__missing-or-null,ambulatory +71,2018-06-01,38483-4,,ambulatory +71,2018-06-01,38483-4,cumulus__missing-or-null,ambulatory +71,2018-06-01,2947-0,,ambulatory +71,2018-06-01,2947-0,cumulus__missing-or-null,ambulatory +71,2018-06-01,25428-4,,ambulatory +71,2018-06-01,2514-8,,ambulatory +71,2018-06-01,2339-0,,ambulatory +71,2018-06-01,2339-0,cumulus__missing-or-null,ambulatory +71,2018-06-01,2069-3,,ambulatory +71,2018-06-01,2069-3,cumulus__missing-or-null,ambulatory +71,2018-06-01,20565-8,,ambulatory +71,2018-06-01,20565-8,cumulus__missing-or-null,ambulatory +71,2018-06-01,20454-5,,ambulatory +71,2018-04-01,93025-5,,ambulatory +71,2018-04-01,93025-5,cumulus__missing-or-null,ambulatory +71,2018-03-01,6299-2,,ambulatory +71,2018-03-01,6299-2,cumulus__missing-or-null,ambulatory +71,2018-03-01,6298-4,,ambulatory +71,2018-03-01,6298-4,cumulus__missing-or-null,ambulatory +71,2018-03-01,49765-1,,ambulatory +71,2018-03-01,49765-1,cumulus__missing-or-null,ambulatory +71,2018-03-01,4548-4,,ambulatory +71,2018-03-01,4548-4,cumulus__missing-or-null,ambulatory +71,2018-03-01,38483-4,,ambulatory +71,2018-03-01,38483-4,cumulus__missing-or-null,ambulatory +71,2018-03-01,2947-0,,ambulatory +71,2018-03-01,2947-0,cumulus__missing-or-null,ambulatory +71,2018-03-01,2339-0,,ambulatory +71,2018-03-01,2339-0,cumulus__missing-or-null,ambulatory +71,2018-03-01,2069-3,,ambulatory +71,2018-03-01,2069-3,cumulus__missing-or-null,ambulatory +71,2018-03-01,20565-8,,ambulatory +71,2018-03-01,20565-8,cumulus__missing-or-null,ambulatory +71,2018-01-01,55758-7,, +71,2018-01-01,55758-7,cumulus__missing-or-null, +71,2017-12-01,4548-4,,ambulatory +71,2017-12-01,4548-4,cumulus__missing-or-null,ambulatory +71,2017-10-01,5811-5,,ambulatory +71,2017-10-01,5811-5,cumulus__missing-or-null,ambulatory +71,2017-10-01,5803-2,,ambulatory +71,2017-10-01,5803-2,cumulus__missing-or-null,ambulatory +71,2017-10-01,5802-4,,ambulatory +71,2017-10-01,5799-2,,ambulatory +71,2017-10-01,5794-3,,ambulatory +71,2017-10-01,5770-3,,ambulatory +71,2017-10-01,5767-9,, +71,2017-10-01,25428-4,,ambulatory +71,2017-10-01,2514-8,,ambulatory +71,2017-10-01,20454-5,,ambulatory +71,2017-09-01,,Never smoked tobacco (finding),ambulatory +71,2017-09-01,72166-2,Never smoked tobacco (finding),ambulatory +71,2017-09-01,6299-2,,ambulatory +71,2017-09-01,6299-2,cumulus__missing-or-null,ambulatory +71,2017-09-01,6298-4,,ambulatory +71,2017-09-01,6298-4,cumulus__missing-or-null,ambulatory +71,2017-09-01,49765-1,,ambulatory +71,2017-09-01,49765-1,cumulus__missing-or-null,ambulatory +71,2017-09-01,38483-4,,ambulatory +71,2017-09-01,38483-4,cumulus__missing-or-null,ambulatory +71,2017-09-01,2947-0,,ambulatory +71,2017-09-01,2947-0,cumulus__missing-or-null,ambulatory +71,2017-09-01,2339-0,,ambulatory +71,2017-09-01,2339-0,cumulus__missing-or-null,ambulatory +71,2017-09-01,2069-3,,ambulatory +71,2017-09-01,2069-3,cumulus__missing-or-null,ambulatory +71,2017-09-01,20565-8,,ambulatory +71,2017-09-01,20565-8,cumulus__missing-or-null,ambulatory +71,2017-07-01,55758-7,, +71,2017-07-01,55758-7,cumulus__missing-or-null, +71,2017-07-01,33914-3,,ambulatory +71,2017-07-01,33914-3,cumulus__missing-or-null,ambulatory +71,2017-06-01,93025-5,,ambulatory +71,2017-06-01,93025-5,cumulus__missing-or-null,ambulatory +71,2017-05-01,4548-4,, +71,2017-05-01,4548-4,cumulus__missing-or-null, +71,2016-12-01,55758-7,, +71,2016-12-01,55758-7,cumulus__missing-or-null, +71,2016-12-01,4548-4,,ambulatory +71,2016-12-01,4548-4,cumulus__missing-or-null,ambulatory +71,2016-10-01,93025-5,, +71,2016-10-01,93025-5,cumulus__missing-or-null, +71,2016-09-01,6299-2,, +71,2016-09-01,6299-2,cumulus__missing-or-null, +71,2016-09-01,6298-4,, +71,2016-09-01,6298-4,cumulus__missing-or-null, +71,2016-09-01,49765-1,, +71,2016-09-01,49765-1,cumulus__missing-or-null, +71,2016-09-01,38483-4,, +71,2016-09-01,38483-4,cumulus__missing-or-null, +71,2016-09-01,2947-0,, +71,2016-09-01,2947-0,cumulus__missing-or-null, +71,2016-09-01,2339-0,, +71,2016-09-01,2339-0,cumulus__missing-or-null, +71,2016-09-01,2069-3,, +71,2016-09-01,2069-3,cumulus__missing-or-null, +71,2016-09-01,20565-8,, +71,2016-09-01,20565-8,cumulus__missing-or-null, 70,,94040-3,, -70,,94040-3,,AMB +70,,94040-3,,ambulatory 70,,94040-3,Negative (qualifier value), -70,,94040-3,Negative (qualifier value),AMB +70,,94040-3,Negative (qualifier value),ambulatory 70,,92142-9,, -70,,92142-9,,AMB +70,,92142-9,,ambulatory 70,,92141-1,, -70,,92141-1,,AMB +70,,92141-1,,ambulatory 70,,92140-3,, -70,,92140-3,,AMB +70,,92140-3,,ambulatory 70,,92140-3,Negative (qualifier value), -70,,92140-3,Negative (qualifier value),AMB +70,,92140-3,Negative (qualifier value),ambulatory 70,,92139-5,, -70,,92139-5,,AMB +70,,92139-5,,ambulatory 70,,92139-5,Negative (qualifier value), -70,,92139-5,Negative (qualifier value),AMB +70,,92139-5,Negative (qualifier value),ambulatory 70,,92138-7,, -70,,92138-7,,AMB +70,,92138-7,,ambulatory 70,,92138-7,Negative (qualifier value), -70,,92138-7,Negative (qualifier value),AMB +70,,92138-7,Negative (qualifier value),ambulatory 70,,92134-6,, -70,,92134-6,,AMB +70,,92134-6,,ambulatory 70,,92134-6,Negative (qualifier value), -70,,92134-6,Negative (qualifier value),AMB +70,,92134-6,Negative (qualifier value),ambulatory 70,,92131-2,, -70,,92131-2,,AMB +70,,92131-2,,ambulatory 70,,92131-2,Negative (qualifier value), -70,,92131-2,Negative (qualifier value),AMB +70,,92131-2,Negative (qualifier value),ambulatory 70,,92130-4,, -70,,92130-4,,AMB +70,,92130-4,,ambulatory 70,,92130-4,Negative (qualifier value), -70,,92130-4,Negative (qualifier value),AMB +70,,92130-4,Negative (qualifier value),ambulatory +70,2023-02-01,4548-4,, +70,2023-02-01,4548-4,cumulus__missing-or-null, +70,2023-01-01,4548-4,,ambulatory +70,2023-01-01,4548-4,cumulus__missing-or-null,ambulatory +70,2022-11-01,4548-4,, +70,2022-11-01,4548-4,cumulus__missing-or-null, 70,2022-10-01,,Urine smell ammoniacal (finding), 70,2022-10-01,,Urine nitrite negative (finding), 70,2022-10-01,,Urine leukocyte test negative (finding), @@ -711,24 +7557,44 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 70,2022-10-01,,Finding of bilirubin in urine (finding), 70,2022-10-01,,Cloudy urine (finding), 70,2022-10-01,,Brown color (qualifier value), -70,2022-10-01,5802-4,, +70,2022-10-01,5804-0,, +70,2022-10-01,5804-0,cumulus__missing-or-null, 70,2022-10-01,5802-4,Urine nitrite negative (finding), -70,2022-10-01,5799-2,, 70,2022-10-01,5799-2,Urine leukocyte test negative (finding), -70,2022-10-01,5794-3,, +70,2022-10-01,5797-6,, +70,2022-10-01,5797-6,cumulus__missing-or-null, 70,2022-10-01,5794-3,Urine blood test = negative (finding), +70,2022-10-01,5792-7,, +70,2022-10-01,5792-7,cumulus__missing-or-null, 70,2022-10-01,5778-6,, 70,2022-10-01,5778-6,Brown color (qualifier value), -70,2022-10-01,5770-3,, 70,2022-10-01,5770-3,Finding of bilirubin in urine (finding), -70,2022-10-01,5767-9,, 70,2022-10-01,5767-9,Cloudy urine (finding), 70,2022-10-01,32167-9,, 70,2022-10-01,32167-9,Translucent (qualifier value), -70,2022-10-01,25428-4,, 70,2022-10-01,25428-4,Urine glucose test = ++ (finding), -70,2022-10-01,2514-8,, -70,2022-10-01,20454-5,, +70,2022-10-01,20505-4,, +70,2022-10-01,20505-4,cumulus__missing-or-null, +70,2022-09-01,4548-4,, +70,2022-09-01,4548-4,cumulus__missing-or-null, +70,2022-08-01,6299-2,, +70,2022-08-01,6299-2,cumulus__missing-or-null, +70,2022-08-01,6298-4,, +70,2022-08-01,6298-4,cumulus__missing-or-null, +70,2022-08-01,55758-7,,ambulatory +70,2022-08-01,55758-7,cumulus__missing-or-null,ambulatory +70,2022-08-01,49765-1,, +70,2022-08-01,49765-1,cumulus__missing-or-null, +70,2022-08-01,38483-4,, +70,2022-08-01,38483-4,cumulus__missing-or-null, +70,2022-08-01,2947-0,, +70,2022-08-01,2947-0,cumulus__missing-or-null, +70,2022-08-01,2339-0,, +70,2022-08-01,2339-0,cumulus__missing-or-null, +70,2022-08-01,2069-3,, +70,2022-08-01,2069-3,cumulus__missing-or-null, +70,2022-08-01,20565-8,, +70,2022-08-01,20565-8,cumulus__missing-or-null, 70,2022-05-01,,Urine smell ammoniacal (finding), 70,2022-05-01,,Urine nitrite negative (finding), 70,2022-05-01,,Urine leukocyte test negative (finding), @@ -738,86 +7604,253 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 70,2022-05-01,,Finding of bilirubin in urine (finding), 70,2022-05-01,,Cloudy urine (finding), 70,2022-05-01,,Brown color (qualifier value), -70,2022-05-01,5802-4,, +70,2022-05-01,5804-0,, +70,2022-05-01,5804-0,cumulus__missing-or-null, 70,2022-05-01,5802-4,Urine nitrite negative (finding), -70,2022-05-01,5799-2,, 70,2022-05-01,5799-2,Urine leukocyte test negative (finding), -70,2022-05-01,5794-3,, +70,2022-05-01,5797-6,, +70,2022-05-01,5797-6,cumulus__missing-or-null, 70,2022-05-01,5794-3,Urine blood test = negative (finding), +70,2022-05-01,5792-7,, +70,2022-05-01,5792-7,cumulus__missing-or-null, 70,2022-05-01,5778-6,, 70,2022-05-01,5778-6,Brown color (qualifier value), -70,2022-05-01,5770-3,, 70,2022-05-01,5770-3,Finding of bilirubin in urine (finding), -70,2022-05-01,5767-9,, 70,2022-05-01,5767-9,Cloudy urine (finding), +70,2022-05-01,55758-7,,ambulatory +70,2022-05-01,55758-7,cumulus__missing-or-null,ambulatory 70,2022-05-01,32167-9,, 70,2022-05-01,32167-9,Translucent (qualifier value), -70,2022-05-01,25428-4,, 70,2022-05-01,25428-4,Urine glucose test = ++ (finding), -70,2022-05-01,2514-8,, -70,2022-05-01,20454-5,, +70,2022-05-01,20505-4,, +70,2022-05-01,20505-4,cumulus__missing-or-null, +70,2022-04-01,4548-4,, +70,2022-04-01,4548-4,cumulus__missing-or-null, +70,2022-03-01,74006-8,, +70,2022-03-01,74006-8,,ambulatory +70,2022-03-01,74006-8,cumulus__missing-or-null, +70,2022-03-01,74006-8,cumulus__missing-or-null,ambulatory +70,2021-10-01,5767-9,,ambulatory 70,2021-10-01,34533-0,, 70,2021-10-01,34533-0,Urine smell ammoniacal (finding), -70,2021-08-01,,Urine smell ammoniacal (finding),AMB -70,2021-08-01,,Urine nitrite negative (finding),AMB -70,2021-08-01,,Urine leukocyte test negative (finding),AMB -70,2021-08-01,,Urine glucose test = ++ (finding),AMB -70,2021-08-01,,Urine blood test = negative (finding),AMB -70,2021-08-01,,Translucent (qualifier value),AMB -70,2021-08-01,,Finding of bilirubin in urine (finding),AMB -70,2021-08-01,,Cloudy urine (finding),AMB -70,2021-08-01,,Brown color (qualifier value),AMB -70,2021-08-01,5802-4,,AMB -70,2021-08-01,5802-4,Urine nitrite negative (finding),AMB -70,2021-08-01,5799-2,,AMB -70,2021-08-01,5799-2,Urine leukocyte test negative (finding),AMB -70,2021-08-01,5794-3,,AMB -70,2021-08-01,5794-3,Urine blood test = negative (finding),AMB -70,2021-08-01,5778-6,,AMB -70,2021-08-01,5778-6,Brown color (qualifier value),AMB -70,2021-08-01,5770-3,,AMB -70,2021-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -70,2021-08-01,5767-9,,AMB -70,2021-08-01,5767-9,Cloudy urine (finding),AMB -70,2021-08-01,34533-0,,AMB -70,2021-08-01,34533-0,Urine smell ammoniacal (finding),AMB -70,2021-08-01,32167-9,,AMB -70,2021-08-01,32167-9,Translucent (qualifier value),AMB -70,2021-08-01,25428-4,,AMB -70,2021-08-01,25428-4,Urine glucose test = ++ (finding),AMB -70,2021-08-01,2514-8,,AMB -70,2021-08-01,20454-5,,AMB +70,2021-08-01,,Urine smell ammoniacal (finding),ambulatory +70,2021-08-01,,Urine nitrite negative (finding),ambulatory +70,2021-08-01,,Urine leukocyte test negative (finding),ambulatory +70,2021-08-01,,Urine glucose test = ++ (finding),ambulatory +70,2021-08-01,,Urine blood test = negative (finding),ambulatory +70,2021-08-01,,Translucent (qualifier value),ambulatory +70,2021-08-01,,Finding of bilirubin in urine (finding),ambulatory +70,2021-08-01,,Cloudy urine (finding),ambulatory +70,2021-08-01,,Brown color (qualifier value),ambulatory +70,2021-08-01,5804-0,,ambulatory +70,2021-08-01,5804-0,cumulus__missing-or-null,ambulatory +70,2021-08-01,5802-4,Urine nitrite negative (finding),ambulatory +70,2021-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +70,2021-08-01,5797-6,,ambulatory +70,2021-08-01,5797-6,cumulus__missing-or-null,ambulatory +70,2021-08-01,5794-3,Urine blood test = negative (finding),ambulatory +70,2021-08-01,5792-7,,ambulatory +70,2021-08-01,5792-7,cumulus__missing-or-null,ambulatory +70,2021-08-01,5778-6,,ambulatory +70,2021-08-01,5778-6,Brown color (qualifier value),ambulatory +70,2021-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +70,2021-08-01,5767-9,,ambulatory +70,2021-08-01,5767-9,Cloudy urine (finding),ambulatory +70,2021-08-01,34533-0,,ambulatory +70,2021-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +70,2021-08-01,32167-9,,ambulatory +70,2021-08-01,32167-9,Translucent (qualifier value),ambulatory +70,2021-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +70,2021-08-01,20505-4,,ambulatory +70,2021-08-01,20505-4,cumulus__missing-or-null,ambulatory +70,2021-05-01,3094-0,,ambulatory +70,2021-05-01,3094-0,cumulus__missing-or-null,ambulatory +70,2021-05-01,2951-2,,ambulatory +70,2021-05-01,2951-2,cumulus__missing-or-null,ambulatory +70,2021-05-01,2823-3,,ambulatory +70,2021-05-01,2823-3,cumulus__missing-or-null,ambulatory +70,2021-05-01,2345-7,,ambulatory +70,2021-05-01,2345-7,cumulus__missing-or-null,ambulatory +70,2021-05-01,2160-0,,ambulatory +70,2021-05-01,2160-0,cumulus__missing-or-null,ambulatory +70,2021-05-01,2075-0,,ambulatory +70,2021-05-01,2075-0,cumulus__missing-or-null,ambulatory +70,2021-05-01,2028-9,,ambulatory +70,2021-05-01,2028-9,cumulus__missing-or-null,ambulatory +70,2021-05-01,17861-6,,ambulatory +70,2021-05-01,17861-6,cumulus__missing-or-null,ambulatory +70,2020-12-01,6299-2,,ambulatory +70,2020-12-01,6299-2,cumulus__missing-or-null,ambulatory +70,2020-12-01,6298-4,,ambulatory +70,2020-12-01,6298-4,cumulus__missing-or-null,ambulatory +70,2020-12-01,49765-1,,ambulatory +70,2020-12-01,49765-1,cumulus__missing-or-null,ambulatory +70,2020-12-01,38483-4,,ambulatory +70,2020-12-01,38483-4,cumulus__missing-or-null,ambulatory +70,2020-12-01,2947-0,,ambulatory +70,2020-12-01,2947-0,cumulus__missing-or-null,ambulatory +70,2020-12-01,2339-0,,ambulatory +70,2020-12-01,2339-0,cumulus__missing-or-null,ambulatory +70,2020-12-01,2069-3,,ambulatory +70,2020-12-01,2069-3,cumulus__missing-or-null,ambulatory +70,2020-12-01,20565-8,,ambulatory +70,2020-12-01,20565-8,cumulus__missing-or-null,ambulatory +70,2020-05-01,55758-7,, +70,2020-05-01,55758-7,cumulus__missing-or-null, +70,2019-08-01,6299-2,,ambulatory +70,2019-08-01,6299-2,cumulus__missing-or-null,ambulatory +70,2019-08-01,6298-4,,ambulatory +70,2019-08-01,6298-4,cumulus__missing-or-null,ambulatory +70,2019-08-01,49765-1,,ambulatory +70,2019-08-01,49765-1,cumulus__missing-or-null,ambulatory +70,2019-08-01,38483-4,,ambulatory +70,2019-08-01,38483-4,cumulus__missing-or-null,ambulatory +70,2019-08-01,2947-0,,ambulatory +70,2019-08-01,2947-0,cumulus__missing-or-null,ambulatory +70,2019-08-01,2339-0,,ambulatory +70,2019-08-01,2339-0,cumulus__missing-or-null,ambulatory +70,2019-08-01,2069-3,,ambulatory +70,2019-08-01,2069-3,cumulus__missing-or-null,ambulatory +70,2019-08-01,20565-8,,ambulatory +70,2019-08-01,20565-8,cumulus__missing-or-null,ambulatory +70,2019-06-01,6299-2,,ambulatory +70,2019-06-01,6299-2,cumulus__missing-or-null,ambulatory +70,2019-06-01,6298-4,,ambulatory +70,2019-06-01,6298-4,cumulus__missing-or-null,ambulatory +70,2019-06-01,49765-1,,ambulatory +70,2019-06-01,49765-1,cumulus__missing-or-null,ambulatory +70,2019-06-01,4548-4,,ambulatory +70,2019-06-01,4548-4,cumulus__missing-or-null,ambulatory +70,2019-06-01,38483-4,,ambulatory +70,2019-06-01,38483-4,cumulus__missing-or-null,ambulatory +70,2019-06-01,2947-0,,ambulatory +70,2019-06-01,2947-0,cumulus__missing-or-null,ambulatory +70,2019-06-01,2339-0,,ambulatory +70,2019-06-01,2339-0,cumulus__missing-or-null,ambulatory +70,2019-06-01,2069-3,,ambulatory +70,2019-06-01,2069-3,cumulus__missing-or-null,ambulatory +70,2019-06-01,20565-8,,ambulatory +70,2019-06-01,20565-8,cumulus__missing-or-null,ambulatory +70,2019-05-01,55758-7,, +70,2019-05-01,55758-7,cumulus__missing-or-null, 70,2019-04-01,34533-0,, 70,2019-04-01,34533-0,Urine smell ammoniacal (finding), -70,2019-03-01,,Urine smell ammoniacal (finding),AMB -70,2019-03-01,,Urine nitrite negative (finding),AMB -70,2019-03-01,,Urine leukocyte test negative (finding),AMB -70,2019-03-01,,Urine glucose test = ++ (finding),AMB -70,2019-03-01,,Urine blood test = negative (finding),AMB -70,2019-03-01,,Translucent (qualifier value),AMB -70,2019-03-01,,Finding of bilirubin in urine (finding),AMB -70,2019-03-01,,Cloudy urine (finding),AMB -70,2019-03-01,,Brown color (qualifier value),AMB -70,2019-03-01,5802-4,,AMB -70,2019-03-01,5802-4,Urine nitrite negative (finding),AMB -70,2019-03-01,5799-2,,AMB -70,2019-03-01,5799-2,Urine leukocyte test negative (finding),AMB -70,2019-03-01,5794-3,,AMB -70,2019-03-01,5794-3,Urine blood test = negative (finding),AMB -70,2019-03-01,5778-6,,AMB -70,2019-03-01,5778-6,Brown color (qualifier value),AMB -70,2019-03-01,5770-3,,AMB -70,2019-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -70,2019-03-01,5767-9,,AMB -70,2019-03-01,5767-9,Cloudy urine (finding),AMB -70,2019-03-01,34533-0,,AMB -70,2019-03-01,34533-0,Urine smell ammoniacal (finding),AMB -70,2019-03-01,32167-9,,AMB -70,2019-03-01,32167-9,Translucent (qualifier value),AMB -70,2019-03-01,25428-4,,AMB -70,2019-03-01,25428-4,Urine glucose test = ++ (finding),AMB -70,2019-03-01,2514-8,,AMB -70,2019-03-01,20454-5,,AMB +70,2019-03-01,,Urine smell ammoniacal (finding),ambulatory +70,2019-03-01,,Urine nitrite negative (finding),ambulatory +70,2019-03-01,,Urine leukocyte test negative (finding),ambulatory +70,2019-03-01,,Urine glucose test = ++ (finding),ambulatory +70,2019-03-01,,Urine blood test = negative (finding),ambulatory +70,2019-03-01,,Translucent (qualifier value),ambulatory +70,2019-03-01,,Finding of bilirubin in urine (finding),ambulatory +70,2019-03-01,,Cloudy urine (finding),ambulatory +70,2019-03-01,,Brown color (qualifier value),ambulatory +70,2019-03-01,5804-0,,ambulatory +70,2019-03-01,5804-0,cumulus__missing-or-null,ambulatory +70,2019-03-01,5802-4,Urine nitrite negative (finding),ambulatory +70,2019-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +70,2019-03-01,5797-6,,ambulatory +70,2019-03-01,5797-6,cumulus__missing-or-null,ambulatory +70,2019-03-01,5794-3,Urine blood test = negative (finding),ambulatory +70,2019-03-01,5792-7,,ambulatory +70,2019-03-01,5792-7,cumulus__missing-or-null,ambulatory +70,2019-03-01,5778-6,,ambulatory +70,2019-03-01,5778-6,Brown color (qualifier value),ambulatory +70,2019-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +70,2019-03-01,5767-9,,ambulatory +70,2019-03-01,5767-9,Cloudy urine (finding),ambulatory +70,2019-03-01,34533-0,,ambulatory +70,2019-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +70,2019-03-01,32167-9,,ambulatory +70,2019-03-01,32167-9,Translucent (qualifier value),ambulatory +70,2019-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +70,2019-03-01,20505-4,,ambulatory +70,2019-03-01,20505-4,cumulus__missing-or-null,ambulatory +70,2019-02-01,3094-0,, +70,2019-02-01,3094-0,cumulus__missing-or-null, +70,2019-02-01,2951-2,, +70,2019-02-01,2951-2,cumulus__missing-or-null, +70,2019-02-01,2823-3,, +70,2019-02-01,2823-3,cumulus__missing-or-null, +70,2019-02-01,2345-7,, +70,2019-02-01,2345-7,cumulus__missing-or-null, +70,2019-02-01,2160-0,, +70,2019-02-01,2160-0,cumulus__missing-or-null, +70,2019-02-01,2075-0,, +70,2019-02-01,2075-0,cumulus__missing-or-null, +70,2019-02-01,2028-9,, +70,2019-02-01,2028-9,cumulus__missing-or-null, +70,2019-02-01,17861-6,, +70,2019-02-01,17861-6,cumulus__missing-or-null, +70,2019-01-01,5767-9,, +70,2018-12-01,6299-2,, +70,2018-12-01,6299-2,cumulus__missing-or-null, +70,2018-12-01,6298-4,, +70,2018-12-01,6298-4,cumulus__missing-or-null, +70,2018-12-01,49765-1,, +70,2018-12-01,49765-1,cumulus__missing-or-null, +70,2018-12-01,38483-4,, +70,2018-12-01,38483-4,cumulus__missing-or-null, +70,2018-12-01,2947-0,, +70,2018-12-01,2947-0,cumulus__missing-or-null, +70,2018-12-01,2339-0,, +70,2018-12-01,2339-0,cumulus__missing-or-null, +70,2018-12-01,2069-3,, +70,2018-12-01,2069-3,cumulus__missing-or-null, +70,2018-12-01,20565-8,, +70,2018-12-01,20565-8,cumulus__missing-or-null, +70,2018-09-01,5811-5,, +70,2018-09-01,5811-5,cumulus__missing-or-null, +70,2018-09-01,5803-2,, +70,2018-09-01,5803-2,cumulus__missing-or-null, +70,2018-09-01,5802-4,, +70,2018-09-01,5799-2,, +70,2018-09-01,5794-3,, +70,2018-09-01,5770-3,, +70,2018-09-01,4548-4,, +70,2018-09-01,4548-4,cumulus__missing-or-null, +70,2018-09-01,25428-4,, +70,2018-09-01,2514-8,, +70,2018-09-01,20454-5,, +70,2018-08-01,6299-2,,ambulatory +70,2018-08-01,6299-2,cumulus__missing-or-null,ambulatory +70,2018-08-01,6298-4,,ambulatory +70,2018-08-01,6298-4,cumulus__missing-or-null,ambulatory +70,2018-08-01,49765-1,,ambulatory +70,2018-08-01,49765-1,cumulus__missing-or-null,ambulatory +70,2018-08-01,38483-4,,ambulatory +70,2018-08-01,38483-4,cumulus__missing-or-null,ambulatory +70,2018-08-01,2947-0,,ambulatory +70,2018-08-01,2947-0,cumulus__missing-or-null,ambulatory +70,2018-08-01,2339-0,,ambulatory +70,2018-08-01,2339-0,cumulus__missing-or-null,ambulatory +70,2018-08-01,2069-3,,ambulatory +70,2018-08-01,2069-3,cumulus__missing-or-null,ambulatory +70,2018-08-01,20565-8,,ambulatory +70,2018-08-01,20565-8,cumulus__missing-or-null,ambulatory +70,2018-07-01,33914-3,,ambulatory +70,2018-07-01,33914-3,cumulus__missing-or-null,ambulatory +70,2018-05-01,55758-7,, +70,2018-05-01,55758-7,,ambulatory +70,2018-05-01,55758-7,cumulus__missing-or-null, +70,2018-05-01,55758-7,cumulus__missing-or-null,ambulatory +70,2018-02-01,6299-2,, +70,2018-02-01,6299-2,cumulus__missing-or-null, +70,2018-02-01,6298-4,, +70,2018-02-01,6298-4,cumulus__missing-or-null, +70,2018-02-01,49765-1,, +70,2018-02-01,49765-1,cumulus__missing-or-null, +70,2018-02-01,38483-4,, +70,2018-02-01,38483-4,cumulus__missing-or-null, +70,2018-02-01,2947-0,, +70,2018-02-01,2947-0,cumulus__missing-or-null, +70,2018-02-01,2339-0,, +70,2018-02-01,2339-0,cumulus__missing-or-null, +70,2018-02-01,2069-3,, +70,2018-02-01,2069-3,cumulus__missing-or-null, +70,2018-02-01,20565-8,, +70,2018-02-01,20565-8,cumulus__missing-or-null, +70,2017-12-01,55758-7,, +70,2017-12-01,55758-7,cumulus__missing-or-null, 70,2017-10-01,,Urine smell ammoniacal (finding), 70,2017-10-01,,Urine nitrite negative (finding), 70,2017-10-01,,Urine leukocyte test negative (finding), @@ -827,26 +7860,86 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 70,2017-10-01,,Finding of bilirubin in urine (finding), 70,2017-10-01,,Cloudy urine (finding), 70,2017-10-01,,Brown color (qualifier value), -70,2017-10-01,5802-4,, +70,2017-10-01,5804-0,, +70,2017-10-01,5804-0,cumulus__missing-or-null, 70,2017-10-01,5802-4,Urine nitrite negative (finding), -70,2017-10-01,5799-2,, 70,2017-10-01,5799-2,Urine leukocyte test negative (finding), -70,2017-10-01,5794-3,, +70,2017-10-01,5797-6,, +70,2017-10-01,5797-6,cumulus__missing-or-null, 70,2017-10-01,5794-3,Urine blood test = negative (finding), +70,2017-10-01,5792-7,, +70,2017-10-01,5792-7,cumulus__missing-or-null, 70,2017-10-01,5778-6,, 70,2017-10-01,5778-6,Brown color (qualifier value), -70,2017-10-01,5770-3,, 70,2017-10-01,5770-3,Finding of bilirubin in urine (finding), -70,2017-10-01,5767-9,, 70,2017-10-01,5767-9,Cloudy urine (finding), 70,2017-10-01,32167-9,, 70,2017-10-01,32167-9,Translucent (qualifier value), -70,2017-10-01,25428-4,, 70,2017-10-01,25428-4,Urine glucose test = ++ (finding), -70,2017-10-01,2514-8,, -70,2017-10-01,20454-5,, +70,2017-10-01,20505-4,, +70,2017-10-01,20505-4,cumulus__missing-or-null, +70,2017-08-01,6299-2,, +70,2017-08-01,6299-2,cumulus__missing-or-null, +70,2017-08-01,6298-4,, +70,2017-08-01,6298-4,cumulus__missing-or-null, +70,2017-08-01,49765-1,, +70,2017-08-01,49765-1,cumulus__missing-or-null, +70,2017-08-01,38483-4,, +70,2017-08-01,38483-4,cumulus__missing-or-null, +70,2017-08-01,2947-0,, +70,2017-08-01,2947-0,cumulus__missing-or-null, +70,2017-08-01,2339-0,, +70,2017-08-01,2339-0,cumulus__missing-or-null, +70,2017-08-01,2069-3,, +70,2017-08-01,2069-3,cumulus__missing-or-null, +70,2017-08-01,20565-8,, +70,2017-08-01,20565-8,cumulus__missing-or-null, +70,2017-07-01,6299-2,,ambulatory +70,2017-07-01,6299-2,cumulus__missing-or-null,ambulatory +70,2017-07-01,6298-4,,ambulatory +70,2017-07-01,6298-4,cumulus__missing-or-null,ambulatory +70,2017-07-01,49765-1,,ambulatory +70,2017-07-01,49765-1,cumulus__missing-or-null,ambulatory +70,2017-07-01,38483-4,,ambulatory +70,2017-07-01,38483-4,cumulus__missing-or-null,ambulatory +70,2017-07-01,2947-0,,ambulatory +70,2017-07-01,2947-0,cumulus__missing-or-null,ambulatory +70,2017-07-01,2339-0,,ambulatory +70,2017-07-01,2339-0,cumulus__missing-or-null,ambulatory +70,2017-07-01,2069-3,,ambulatory +70,2017-07-01,2069-3,cumulus__missing-or-null,ambulatory +70,2017-07-01,20565-8,,ambulatory +70,2017-07-01,20565-8,cumulus__missing-or-null,ambulatory +70,2017-05-01,6299-2,,ambulatory +70,2017-05-01,6299-2,cumulus__missing-or-null,ambulatory +70,2017-05-01,6298-4,,ambulatory +70,2017-05-01,6298-4,cumulus__missing-or-null,ambulatory +70,2017-05-01,49765-1,,ambulatory +70,2017-05-01,49765-1,cumulus__missing-or-null,ambulatory +70,2017-05-01,38483-4,,ambulatory +70,2017-05-01,38483-4,cumulus__missing-or-null,ambulatory +70,2017-05-01,2947-0,,ambulatory +70,2017-05-01,2947-0,cumulus__missing-or-null,ambulatory +70,2017-05-01,2339-0,,ambulatory +70,2017-05-01,2339-0,cumulus__missing-or-null,ambulatory +70,2017-05-01,2069-3,,ambulatory +70,2017-05-01,2069-3,cumulus__missing-or-null,ambulatory +70,2017-05-01,20565-8,,ambulatory +70,2017-05-01,20565-8,cumulus__missing-or-null,ambulatory +70,2017-04-01,33914-3,,ambulatory +70,2017-04-01,33914-3,cumulus__missing-or-null,ambulatory +70,2017-01-01,4548-4,,ambulatory +70,2017-01-01,4548-4,cumulus__missing-or-null,ambulatory +70,2016-11-01,74006-8,, +70,2016-11-01,74006-8,,ambulatory +70,2016-11-01,74006-8,cumulus__missing-or-null, +70,2016-11-01,74006-8,cumulus__missing-or-null,ambulatory +70,2016-09-01,55758-7,,ambulatory +70,2016-09-01,55758-7,cumulus__missing-or-null,ambulatory +70,2016-09-01,4548-4,, +70,2016-09-01,4548-4,cumulus__missing-or-null, 69,,92141-1,Negative (qualifier value), -69,,92141-1,Negative (qualifier value),AMB +69,,92141-1,Negative (qualifier value),ambulatory 69,2022-11-01,,Urine smell ammoniacal (finding), 69,2022-11-01,,Urine nitrite negative (finding), 69,2022-11-01,,Urine leukocyte test negative (finding), @@ -856,15 +7949,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2022-11-01,,Finding of bilirubin in urine (finding), 69,2022-11-01,,Cloudy urine (finding), 69,2022-11-01,,Brown color (qualifier value), -69,2022-11-01,5802-4,, +69,2022-11-01,5804-0,, +69,2022-11-01,5804-0,cumulus__missing-or-null, 69,2022-11-01,5802-4,Urine nitrite negative (finding), -69,2022-11-01,5799-2,, 69,2022-11-01,5799-2,Urine leukocyte test negative (finding), -69,2022-11-01,5794-3,, +69,2022-11-01,5797-6,, +69,2022-11-01,5797-6,cumulus__missing-or-null, 69,2022-11-01,5794-3,Urine blood test = negative (finding), +69,2022-11-01,5792-7,, +69,2022-11-01,5792-7,cumulus__missing-or-null, 69,2022-11-01,5778-6,, 69,2022-11-01,5778-6,Brown color (qualifier value), -69,2022-11-01,5770-3,, 69,2022-11-01,5770-3,Finding of bilirubin in urine (finding), 69,2022-11-01,5767-9,, 69,2022-11-01,5767-9,Cloudy urine (finding), @@ -872,41 +7967,110 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2022-11-01,34533-0,Urine smell ammoniacal (finding), 69,2022-11-01,32167-9,, 69,2022-11-01,32167-9,Translucent (qualifier value), -69,2022-11-01,25428-4,, 69,2022-11-01,25428-4,Urine glucose test = ++ (finding), -69,2022-11-01,2514-8,, -69,2022-11-01,20454-5,, +69,2022-11-01,20505-4,, +69,2022-11-01,20505-4,cumulus__missing-or-null, 69,2022-10-01,34533-0,, 69,2022-10-01,34533-0,Urine smell ammoniacal (finding), -69,2021-10-01,,Urine smell ammoniacal (finding),AMB -69,2021-10-01,,Urine nitrite negative (finding),AMB -69,2021-10-01,,Urine leukocyte test negative (finding),AMB -69,2021-10-01,,Urine glucose test = ++ (finding),AMB -69,2021-10-01,,Urine blood test = negative (finding),AMB -69,2021-10-01,,Translucent (qualifier value),AMB -69,2021-10-01,,Finding of bilirubin in urine (finding),AMB -69,2021-10-01,,Cloudy urine (finding),AMB -69,2021-10-01,,Brown color (qualifier value),AMB -69,2021-10-01,5802-4,,AMB -69,2021-10-01,5802-4,Urine nitrite negative (finding),AMB -69,2021-10-01,5799-2,,AMB -69,2021-10-01,5799-2,Urine leukocyte test negative (finding),AMB -69,2021-10-01,5794-3,,AMB -69,2021-10-01,5794-3,Urine blood test = negative (finding),AMB -69,2021-10-01,5778-6,,AMB -69,2021-10-01,5778-6,Brown color (qualifier value),AMB -69,2021-10-01,5770-3,,AMB -69,2021-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -69,2021-10-01,5767-9,,AMB -69,2021-10-01,5767-9,Cloudy urine (finding),AMB -69,2021-10-01,32167-9,,AMB -69,2021-10-01,32167-9,Translucent (qualifier value),AMB -69,2021-10-01,25428-4,,AMB -69,2021-10-01,25428-4,Urine glucose test = ++ (finding),AMB -69,2021-10-01,2514-8,,AMB -69,2021-10-01,20454-5,,AMB +69,2022-07-01,55758-7,, +69,2022-07-01,55758-7,cumulus__missing-or-null, +69,2022-07-01,4548-4,, +69,2022-07-01,4548-4,cumulus__missing-or-null, +69,2021-11-01,5811-5,, +69,2021-11-01,5811-5,cumulus__missing-or-null, +69,2021-11-01,5803-2,, +69,2021-11-01,5803-2,cumulus__missing-or-null, +69,2021-11-01,5802-4,, +69,2021-11-01,5799-2,, +69,2021-11-01,5794-3,, +69,2021-11-01,5770-3,, +69,2021-11-01,55758-7,, +69,2021-11-01,55758-7,cumulus__missing-or-null, +69,2021-11-01,4548-4,,ambulatory +69,2021-11-01,4548-4,cumulus__missing-or-null,ambulatory +69,2021-11-01,25428-4,, +69,2021-11-01,2514-8,, +69,2021-11-01,20454-5,, +69,2021-10-01,,Urine smell ammoniacal (finding),ambulatory +69,2021-10-01,,Urine nitrite negative (finding),ambulatory +69,2021-10-01,,Urine leukocyte test negative (finding),ambulatory +69,2021-10-01,,Urine glucose test = ++ (finding),ambulatory +69,2021-10-01,,Urine blood test = negative (finding),ambulatory +69,2021-10-01,,Translucent (qualifier value),ambulatory +69,2021-10-01,,Finding of bilirubin in urine (finding),ambulatory +69,2021-10-01,,Cloudy urine (finding),ambulatory +69,2021-10-01,,Brown color (qualifier value),ambulatory +69,2021-10-01,5811-5,,ambulatory +69,2021-10-01,5811-5,cumulus__missing-or-null,ambulatory +69,2021-10-01,5804-0,,ambulatory +69,2021-10-01,5804-0,cumulus__missing-or-null,ambulatory +69,2021-10-01,5803-2,,ambulatory +69,2021-10-01,5803-2,cumulus__missing-or-null,ambulatory +69,2021-10-01,5802-4,,ambulatory +69,2021-10-01,5802-4,Urine nitrite negative (finding),ambulatory +69,2021-10-01,5799-2,,ambulatory +69,2021-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +69,2021-10-01,5797-6,,ambulatory +69,2021-10-01,5797-6,cumulus__missing-or-null,ambulatory +69,2021-10-01,5794-3,,ambulatory +69,2021-10-01,5794-3,Urine blood test = negative (finding),ambulatory +69,2021-10-01,5792-7,,ambulatory +69,2021-10-01,5792-7,cumulus__missing-or-null,ambulatory +69,2021-10-01,5778-6,,ambulatory +69,2021-10-01,5778-6,Brown color (qualifier value),ambulatory +69,2021-10-01,5770-3,,ambulatory +69,2021-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +69,2021-10-01,5767-9,Cloudy urine (finding),ambulatory +69,2021-10-01,32167-9,,ambulatory +69,2021-10-01,32167-9,Translucent (qualifier value),ambulatory +69,2021-10-01,25428-4,,ambulatory +69,2021-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +69,2021-10-01,2514-8,,ambulatory +69,2021-10-01,20505-4,,ambulatory +69,2021-10-01,20505-4,cumulus__missing-or-null,ambulatory +69,2021-10-01,20454-5,,ambulatory 69,2021-09-01,34533-0,, 69,2021-09-01,34533-0,Urine smell ammoniacal (finding), +69,2021-03-01,33914-3,,ambulatory +69,2021-03-01,33914-3,cumulus__missing-or-null,ambulatory +69,2020-12-01,55758-7,, +69,2020-12-01,55758-7,cumulus__missing-or-null, +69,2020-09-01,6299-2,, +69,2020-09-01,6299-2,cumulus__missing-or-null, +69,2020-09-01,6298-4,, +69,2020-09-01,6298-4,cumulus__missing-or-null, +69,2020-09-01,49765-1,, +69,2020-09-01,49765-1,cumulus__missing-or-null, +69,2020-09-01,38483-4,, +69,2020-09-01,38483-4,cumulus__missing-or-null, +69,2020-09-01,2947-0,, +69,2020-09-01,2947-0,cumulus__missing-or-null, +69,2020-09-01,2339-0,, +69,2020-09-01,2339-0,cumulus__missing-or-null, +69,2020-09-01,2069-3,, +69,2020-09-01,2069-3,cumulus__missing-or-null, +69,2020-09-01,20565-8,, +69,2020-09-01,20565-8,cumulus__missing-or-null, +69,2020-08-01,55758-7,,ambulatory +69,2020-08-01,55758-7,cumulus__missing-or-null,ambulatory +69,2020-06-01,4548-4,,ambulatory +69,2020-06-01,4548-4,cumulus__missing-or-null,ambulatory +69,2020-03-01,3094-0,,ambulatory +69,2020-03-01,3094-0,cumulus__missing-or-null,ambulatory +69,2020-03-01,2951-2,,ambulatory +69,2020-03-01,2951-2,cumulus__missing-or-null,ambulatory +69,2020-03-01,2823-3,,ambulatory +69,2020-03-01,2823-3,cumulus__missing-or-null,ambulatory +69,2020-03-01,2345-7,,ambulatory +69,2020-03-01,2345-7,cumulus__missing-or-null,ambulatory +69,2020-03-01,2160-0,,ambulatory +69,2020-03-01,2160-0,cumulus__missing-or-null,ambulatory +69,2020-03-01,2075-0,,ambulatory +69,2020-03-01,2075-0,cumulus__missing-or-null,ambulatory +69,2020-03-01,2028-9,,ambulatory +69,2020-03-01,2028-9,cumulus__missing-or-null,ambulatory +69,2020-03-01,17861-6,,ambulatory +69,2020-03-01,17861-6,cumulus__missing-or-null,ambulatory 69,2019-11-01,,Urine smell ammoniacal (finding), 69,2019-11-01,,Urine nitrite negative (finding), 69,2019-11-01,,Urine leukocyte test negative (finding), @@ -916,18 +8080,30 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2019-11-01,,Finding of bilirubin in urine (finding), 69,2019-11-01,,Cloudy urine (finding), 69,2019-11-01,,Brown color (qualifier value), +69,2019-11-01,5811-5,, +69,2019-11-01,5811-5,cumulus__missing-or-null, +69,2019-11-01,5804-0,, +69,2019-11-01,5804-0,cumulus__missing-or-null, +69,2019-11-01,5803-2,, +69,2019-11-01,5803-2,cumulus__missing-or-null, 69,2019-11-01,5802-4,, 69,2019-11-01,5802-4,Urine nitrite negative (finding), 69,2019-11-01,5799-2,, 69,2019-11-01,5799-2,Urine leukocyte test negative (finding), +69,2019-11-01,5797-6,, +69,2019-11-01,5797-6,cumulus__missing-or-null, 69,2019-11-01,5794-3,, 69,2019-11-01,5794-3,Urine blood test = negative (finding), +69,2019-11-01,5792-7,, +69,2019-11-01,5792-7,cumulus__missing-or-null, 69,2019-11-01,5778-6,, 69,2019-11-01,5778-6,Brown color (qualifier value), 69,2019-11-01,5770-3,, 69,2019-11-01,5770-3,Finding of bilirubin in urine (finding), 69,2019-11-01,5767-9,, 69,2019-11-01,5767-9,Cloudy urine (finding), +69,2019-11-01,55758-7,, +69,2019-11-01,55758-7,cumulus__missing-or-null, 69,2019-11-01,34533-0,, 69,2019-11-01,34533-0,Urine smell ammoniacal (finding), 69,2019-11-01,32167-9,, @@ -935,36 +8111,43 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2019-11-01,25428-4,, 69,2019-11-01,25428-4,Urine glucose test = ++ (finding), 69,2019-11-01,2514-8,, +69,2019-11-01,20505-4,, +69,2019-11-01,20505-4,cumulus__missing-or-null, 69,2019-11-01,20454-5,, -69,2019-02-01,,Urine smell ammoniacal (finding),AMB -69,2019-02-01,,Urine nitrite negative (finding),AMB -69,2019-02-01,,Urine leukocyte test negative (finding),AMB -69,2019-02-01,,Urine glucose test = ++ (finding),AMB -69,2019-02-01,,Urine blood test = negative (finding),AMB -69,2019-02-01,,Translucent (qualifier value),AMB -69,2019-02-01,,Finding of bilirubin in urine (finding),AMB -69,2019-02-01,,Cloudy urine (finding),AMB -69,2019-02-01,,Brown color (qualifier value),AMB -69,2019-02-01,5802-4,,AMB -69,2019-02-01,5802-4,Urine nitrite negative (finding),AMB -69,2019-02-01,5799-2,,AMB -69,2019-02-01,5799-2,Urine leukocyte test negative (finding),AMB -69,2019-02-01,5794-3,,AMB -69,2019-02-01,5794-3,Urine blood test = negative (finding),AMB -69,2019-02-01,5778-6,,AMB -69,2019-02-01,5778-6,Brown color (qualifier value),AMB -69,2019-02-01,5770-3,,AMB -69,2019-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -69,2019-02-01,5767-9,,AMB -69,2019-02-01,5767-9,Cloudy urine (finding),AMB -69,2019-02-01,34533-0,,AMB -69,2019-02-01,34533-0,Urine smell ammoniacal (finding),AMB -69,2019-02-01,32167-9,,AMB -69,2019-02-01,32167-9,Translucent (qualifier value),AMB -69,2019-02-01,25428-4,,AMB -69,2019-02-01,25428-4,Urine glucose test = ++ (finding),AMB -69,2019-02-01,2514-8,,AMB -69,2019-02-01,20454-5,,AMB +69,2019-10-01,55758-7,, +69,2019-10-01,55758-7,cumulus__missing-or-null, +69,2019-10-01,4548-4,, +69,2019-10-01,4548-4,cumulus__missing-or-null, +69,2019-02-01,,Urine smell ammoniacal (finding),ambulatory +69,2019-02-01,,Urine nitrite negative (finding),ambulatory +69,2019-02-01,,Urine leukocyte test negative (finding),ambulatory +69,2019-02-01,,Urine glucose test = ++ (finding),ambulatory +69,2019-02-01,,Urine blood test = negative (finding),ambulatory +69,2019-02-01,,Translucent (qualifier value),ambulatory +69,2019-02-01,,Finding of bilirubin in urine (finding),ambulatory +69,2019-02-01,,Cloudy urine (finding),ambulatory +69,2019-02-01,,Brown color (qualifier value),ambulatory +69,2019-02-01,5804-0,,ambulatory +69,2019-02-01,5804-0,cumulus__missing-or-null,ambulatory +69,2019-02-01,5802-4,Urine nitrite negative (finding),ambulatory +69,2019-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +69,2019-02-01,5797-6,,ambulatory +69,2019-02-01,5797-6,cumulus__missing-or-null,ambulatory +69,2019-02-01,5794-3,Urine blood test = negative (finding),ambulatory +69,2019-02-01,5792-7,,ambulatory +69,2019-02-01,5792-7,cumulus__missing-or-null,ambulatory +69,2019-02-01,5778-6,,ambulatory +69,2019-02-01,5778-6,Brown color (qualifier value),ambulatory +69,2019-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +69,2019-02-01,5767-9,,ambulatory +69,2019-02-01,5767-9,Cloudy urine (finding),ambulatory +69,2019-02-01,34533-0,,ambulatory +69,2019-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +69,2019-02-01,32167-9,,ambulatory +69,2019-02-01,32167-9,Translucent (qualifier value),ambulatory +69,2019-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +69,2019-02-01,20505-4,,ambulatory +69,2019-02-01,20505-4,cumulus__missing-or-null,ambulatory 69,2019-01-01,,Urine smell ammoniacal (finding), 69,2019-01-01,,Urine nitrite negative (finding), 69,2019-01-01,,Urine leukocyte test negative (finding), @@ -974,24 +8157,51 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2019-01-01,,Finding of bilirubin in urine (finding), 69,2019-01-01,,Cloudy urine (finding), 69,2019-01-01,,Brown color (qualifier value), +69,2019-01-01,5811-5,, +69,2019-01-01,5811-5,cumulus__missing-or-null, +69,2019-01-01,5804-0,, +69,2019-01-01,5804-0,cumulus__missing-or-null, +69,2019-01-01,5803-2,, +69,2019-01-01,5803-2,cumulus__missing-or-null, 69,2019-01-01,5802-4,, 69,2019-01-01,5802-4,Urine nitrite negative (finding), 69,2019-01-01,5799-2,, 69,2019-01-01,5799-2,Urine leukocyte test negative (finding), +69,2019-01-01,5797-6,, +69,2019-01-01,5797-6,cumulus__missing-or-null, 69,2019-01-01,5794-3,, 69,2019-01-01,5794-3,Urine blood test = negative (finding), +69,2019-01-01,5792-7,, +69,2019-01-01,5792-7,cumulus__missing-or-null, 69,2019-01-01,5778-6,, 69,2019-01-01,5778-6,Brown color (qualifier value), 69,2019-01-01,5770-3,, 69,2019-01-01,5770-3,Finding of bilirubin in urine (finding), -69,2019-01-01,5767-9,, 69,2019-01-01,5767-9,Cloudy urine (finding), 69,2019-01-01,32167-9,, 69,2019-01-01,32167-9,Translucent (qualifier value), 69,2019-01-01,25428-4,, 69,2019-01-01,25428-4,Urine glucose test = ++ (finding), 69,2019-01-01,2514-8,, +69,2019-01-01,20505-4,, +69,2019-01-01,20505-4,cumulus__missing-or-null, 69,2019-01-01,20454-5,, +69,2018-12-01,4548-4,,ambulatory +69,2018-12-01,4548-4,cumulus__missing-or-null,ambulatory +69,2018-10-01,5811-5,,ambulatory +69,2018-10-01,5811-5,cumulus__missing-or-null,ambulatory +69,2018-10-01,5803-2,,ambulatory +69,2018-10-01,5803-2,cumulus__missing-or-null,ambulatory +69,2018-10-01,5802-4,,ambulatory +69,2018-10-01,5799-2,,ambulatory +69,2018-10-01,5794-3,,ambulatory +69,2018-10-01,5770-3,,ambulatory +69,2018-10-01,25428-4,,ambulatory +69,2018-10-01,2514-8,,ambulatory +69,2018-10-01,20454-5,,ambulatory +69,2018-09-01,5767-9,, +69,2018-08-01,55758-7,, +69,2018-08-01,55758-7,cumulus__missing-or-null, 69,2018-06-01,,Urine smell ammoniacal (finding), 69,2018-06-01,,Urine nitrite negative (finding), 69,2018-06-01,,Urine leukocyte test negative (finding), @@ -1001,15 +8211,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2018-06-01,,Finding of bilirubin in urine (finding), 69,2018-06-01,,Cloudy urine (finding), 69,2018-06-01,,Brown color (qualifier value), -69,2018-06-01,5802-4,, +69,2018-06-01,5804-0,, +69,2018-06-01,5804-0,cumulus__missing-or-null, 69,2018-06-01,5802-4,Urine nitrite negative (finding), -69,2018-06-01,5799-2,, 69,2018-06-01,5799-2,Urine leukocyte test negative (finding), -69,2018-06-01,5794-3,, +69,2018-06-01,5797-6,, +69,2018-06-01,5797-6,cumulus__missing-or-null, 69,2018-06-01,5794-3,Urine blood test = negative (finding), +69,2018-06-01,5792-7,, +69,2018-06-01,5792-7,cumulus__missing-or-null, 69,2018-06-01,5778-6,, 69,2018-06-01,5778-6,Brown color (qualifier value), -69,2018-06-01,5770-3,, 69,2018-06-01,5770-3,Finding of bilirubin in urine (finding), 69,2018-06-01,5767-9,, 69,2018-06-01,5767-9,Cloudy urine (finding), @@ -1017,16 +8229,81 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 69,2018-06-01,34533-0,Urine smell ammoniacal (finding), 69,2018-06-01,32167-9,, 69,2018-06-01,32167-9,Translucent (qualifier value), -69,2018-06-01,25428-4,, 69,2018-06-01,25428-4,Urine glucose test = ++ (finding), -69,2018-06-01,2514-8,, -69,2018-06-01,20454-5,, +69,2018-06-01,20505-4,, +69,2018-06-01,20505-4,cumulus__missing-or-null, +69,2018-05-01,4548-4,, +69,2018-05-01,4548-4,cumulus__missing-or-null, +69,2018-02-01,4548-4,, +69,2018-02-01,4548-4,cumulus__missing-or-null, +69,2018-01-01,4548-4,,ambulatory +69,2018-01-01,4548-4,cumulus__missing-or-null,ambulatory +69,2017-11-01,93025-5,,ambulatory +69,2017-11-01,93025-5,cumulus__missing-or-null,ambulatory 69,2017-10-01,34533-0,, 69,2017-10-01,34533-0,Urine smell ammoniacal (finding), +69,2017-06-01,33914-3,, +69,2017-06-01,33914-3,cumulus__missing-or-null, +69,2017-05-01,55758-7,, +69,2017-05-01,55758-7,cumulus__missing-or-null, +69,2016-12-01,55758-7,,ambulatory +69,2016-12-01,55758-7,cumulus__missing-or-null,ambulatory +69,2016-06-01,55758-7,, +69,2016-06-01,55758-7,cumulus__missing-or-null, +68,2022-12-01,4548-4,, +68,2022-12-01,4548-4,cumulus__missing-or-null, +68,2022-08-01,6299-2,,ambulatory +68,2022-08-01,6299-2,cumulus__missing-or-null,ambulatory +68,2022-08-01,6298-4,,ambulatory +68,2022-08-01,6298-4,cumulus__missing-or-null,ambulatory +68,2022-08-01,49765-1,,ambulatory +68,2022-08-01,49765-1,cumulus__missing-or-null,ambulatory +68,2022-08-01,38483-4,,ambulatory +68,2022-08-01,38483-4,cumulus__missing-or-null,ambulatory +68,2022-08-01,2947-0,,ambulatory +68,2022-08-01,2947-0,cumulus__missing-or-null,ambulatory +68,2022-08-01,2339-0,,ambulatory +68,2022-08-01,2339-0,cumulus__missing-or-null,ambulatory +68,2022-08-01,2069-3,,ambulatory +68,2022-08-01,2069-3,cumulus__missing-or-null,ambulatory +68,2022-08-01,20565-8,,ambulatory +68,2022-08-01,20565-8,cumulus__missing-or-null,ambulatory +68,2022-07-01,55758-7,,ambulatory +68,2022-07-01,55758-7,cumulus__missing-or-null,ambulatory 68,2022-05-01,34533-0,, 68,2022-05-01,34533-0,Urine smell ammoniacal (finding), -68,2021-10-01,34533-0,,AMB -68,2021-10-01,34533-0,Urine smell ammoniacal (finding),AMB +68,2022-04-01,6299-2,,ambulatory +68,2022-04-01,6299-2,cumulus__missing-or-null,ambulatory +68,2022-04-01,6298-4,,ambulatory +68,2022-04-01,6298-4,cumulus__missing-or-null,ambulatory +68,2022-04-01,49765-1,,ambulatory +68,2022-04-01,49765-1,cumulus__missing-or-null,ambulatory +68,2022-04-01,38483-4,,ambulatory +68,2022-04-01,38483-4,cumulus__missing-or-null,ambulatory +68,2022-04-01,2947-0,,ambulatory +68,2022-04-01,2947-0,cumulus__missing-or-null,ambulatory +68,2022-04-01,2339-0,,ambulatory +68,2022-04-01,2339-0,cumulus__missing-or-null,ambulatory +68,2022-04-01,2069-3,,ambulatory +68,2022-04-01,2069-3,cumulus__missing-or-null,ambulatory +68,2022-04-01,20565-8,,ambulatory +68,2022-04-01,20565-8,cumulus__missing-or-null,ambulatory +68,2021-12-01,5811-5,, +68,2021-12-01,5811-5,cumulus__missing-or-null, +68,2021-12-01,5803-2,, +68,2021-12-01,5803-2,cumulus__missing-or-null, +68,2021-12-01,5802-4,, +68,2021-12-01,5799-2,, +68,2021-12-01,5794-3,, +68,2021-12-01,5770-3,, +68,2021-12-01,25428-4,, +68,2021-12-01,2514-8,, +68,2021-12-01,20454-5,, +68,2021-11-01,5767-9,, +68,2021-10-01,34533-0,,ambulatory +68,2021-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +68,2021-08-01,55758-7,, +68,2021-08-01,55758-7,cumulus__missing-or-null, 68,2021-07-01,,Urine smell ammoniacal (finding), 68,2021-07-01,,Urine nitrite negative (finding), 68,2021-07-01,,Urine leukocyte test negative (finding), @@ -1036,12 +8313,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 68,2021-07-01,,Finding of bilirubin in urine (finding), 68,2021-07-01,,Cloudy urine (finding), 68,2021-07-01,,Brown color (qualifier value), +68,2021-07-01,5811-5,, +68,2021-07-01,5811-5,cumulus__missing-or-null, +68,2021-07-01,5804-0,, +68,2021-07-01,5804-0,cumulus__missing-or-null, +68,2021-07-01,5803-2,, +68,2021-07-01,5803-2,cumulus__missing-or-null, 68,2021-07-01,5802-4,, 68,2021-07-01,5802-4,Urine nitrite negative (finding), 68,2021-07-01,5799-2,, 68,2021-07-01,5799-2,Urine leukocyte test negative (finding), +68,2021-07-01,5797-6,, +68,2021-07-01,5797-6,cumulus__missing-or-null, 68,2021-07-01,5794-3,, 68,2021-07-01,5794-3,Urine blood test = negative (finding), +68,2021-07-01,5792-7,, +68,2021-07-01,5792-7,cumulus__missing-or-null, 68,2021-07-01,5778-6,, 68,2021-07-01,5778-6,Brown color (qualifier value), 68,2021-07-01,5770-3,, @@ -1055,7 +8342,56 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 68,2021-07-01,25428-4,, 68,2021-07-01,25428-4,Urine glucose test = ++ (finding), 68,2021-07-01,2514-8,, +68,2021-07-01,20505-4,, +68,2021-07-01,20505-4,cumulus__missing-or-null, 68,2021-07-01,20454-5,, +68,2020-12-01,55758-7,,ambulatory +68,2020-12-01,55758-7,cumulus__missing-or-null,ambulatory +68,2020-09-01,6299-2,,ambulatory +68,2020-09-01,6299-2,cumulus__missing-or-null,ambulatory +68,2020-09-01,6298-4,,ambulatory +68,2020-09-01,6298-4,cumulus__missing-or-null,ambulatory +68,2020-09-01,49765-1,,ambulatory +68,2020-09-01,49765-1,cumulus__missing-or-null,ambulatory +68,2020-09-01,4548-4,, +68,2020-09-01,4548-4,cumulus__missing-or-null, +68,2020-09-01,38483-4,,ambulatory +68,2020-09-01,38483-4,cumulus__missing-or-null,ambulatory +68,2020-09-01,2947-0,,ambulatory +68,2020-09-01,2947-0,cumulus__missing-or-null,ambulatory +68,2020-09-01,2339-0,,ambulatory +68,2020-09-01,2339-0,cumulus__missing-or-null,ambulatory +68,2020-09-01,2069-3,,ambulatory +68,2020-09-01,2069-3,cumulus__missing-or-null,ambulatory +68,2020-09-01,20565-8,,ambulatory +68,2020-09-01,20565-8,cumulus__missing-or-null,ambulatory +68,2020-08-01,5811-5,, +68,2020-08-01,5811-5,cumulus__missing-or-null, +68,2020-08-01,5803-2,, +68,2020-08-01,5803-2,cumulus__missing-or-null, +68,2020-08-01,5802-4,, +68,2020-08-01,5799-2,, +68,2020-08-01,5794-3,, +68,2020-08-01,5770-3,, +68,2020-08-01,25428-4,, +68,2020-08-01,2514-8,, +68,2020-08-01,20454-5,, +68,2020-07-01,6299-2,, +68,2020-07-01,6299-2,cumulus__missing-or-null, +68,2020-07-01,6298-4,, +68,2020-07-01,6298-4,cumulus__missing-or-null, +68,2020-07-01,49765-1,, +68,2020-07-01,49765-1,cumulus__missing-or-null, +68,2020-07-01,38483-4,, +68,2020-07-01,38483-4,cumulus__missing-or-null, +68,2020-07-01,2947-0,, +68,2020-07-01,2947-0,cumulus__missing-or-null, +68,2020-07-01,2339-0,, +68,2020-07-01,2339-0,cumulus__missing-or-null, +68,2020-07-01,2069-3,, +68,2020-07-01,2069-3,cumulus__missing-or-null, +68,2020-07-01,20565-8,, +68,2020-07-01,20565-8,cumulus__missing-or-null, 68,2019-01-01,34533-0,, 68,2019-01-01,34533-0,Urine smell ammoniacal (finding), 68,2018-10-01,,Urine smell ammoniacal (finding), @@ -1067,15 +8403,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 68,2018-10-01,,Finding of bilirubin in urine (finding), 68,2018-10-01,,Cloudy urine (finding), 68,2018-10-01,,Brown color (qualifier value), -68,2018-10-01,5802-4,, +68,2018-10-01,5804-0,, +68,2018-10-01,5804-0,cumulus__missing-or-null, 68,2018-10-01,5802-4,Urine nitrite negative (finding), -68,2018-10-01,5799-2,, 68,2018-10-01,5799-2,Urine leukocyte test negative (finding), -68,2018-10-01,5794-3,, +68,2018-10-01,5797-6,, +68,2018-10-01,5797-6,cumulus__missing-or-null, 68,2018-10-01,5794-3,Urine blood test = negative (finding), +68,2018-10-01,5792-7,, +68,2018-10-01,5792-7,cumulus__missing-or-null, 68,2018-10-01,5778-6,, 68,2018-10-01,5778-6,Brown color (qualifier value), -68,2018-10-01,5770-3,, 68,2018-10-01,5770-3,Finding of bilirubin in urine (finding), 68,2018-10-01,5767-9,, 68,2018-10-01,5767-9,Cloudy urine (finding), @@ -1083,10 +8421,9 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 68,2018-10-01,34533-0,Urine smell ammoniacal (finding), 68,2018-10-01,32167-9,, 68,2018-10-01,32167-9,Translucent (qualifier value), -68,2018-10-01,25428-4,, 68,2018-10-01,25428-4,Urine glucose test = ++ (finding), -68,2018-10-01,2514-8,, -68,2018-10-01,20454-5,, +68,2018-10-01,20505-4,, +68,2018-10-01,20505-4,cumulus__missing-or-null, 68,2018-09-01,,Urine smell ammoniacal (finding), 68,2018-09-01,,Urine nitrite negative (finding), 68,2018-09-01,,Urine leukocyte test negative (finding), @@ -1096,27 +8433,159 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 68,2018-09-01,,Finding of bilirubin in urine (finding), 68,2018-09-01,,Cloudy urine (finding), 68,2018-09-01,,Brown color (qualifier value), -68,2018-09-01,5802-4,, +68,2018-09-01,74006-8,, +68,2018-09-01,74006-8,,ambulatory +68,2018-09-01,74006-8,cumulus__missing-or-null, +68,2018-09-01,74006-8,cumulus__missing-or-null,ambulatory +68,2018-09-01,5804-0,, +68,2018-09-01,5804-0,cumulus__missing-or-null, 68,2018-09-01,5802-4,Urine nitrite negative (finding), -68,2018-09-01,5799-2,, 68,2018-09-01,5799-2,Urine leukocyte test negative (finding), -68,2018-09-01,5794-3,, +68,2018-09-01,5797-6,, +68,2018-09-01,5797-6,cumulus__missing-or-null, 68,2018-09-01,5794-3,Urine blood test = negative (finding), +68,2018-09-01,5792-7,, +68,2018-09-01,5792-7,cumulus__missing-or-null, 68,2018-09-01,5778-6,, 68,2018-09-01,5778-6,Brown color (qualifier value), -68,2018-09-01,5770-3,, 68,2018-09-01,5770-3,Finding of bilirubin in urine (finding), -68,2018-09-01,5767-9,, 68,2018-09-01,5767-9,Cloudy urine (finding), +68,2018-09-01,55758-7,, +68,2018-09-01,55758-7,cumulus__missing-or-null, 68,2018-09-01,32167-9,, 68,2018-09-01,32167-9,Translucent (qualifier value), -68,2018-09-01,25428-4,, 68,2018-09-01,25428-4,Urine glucose test = ++ (finding), -68,2018-09-01,2514-8,, -68,2018-09-01,20454-5,, -67,,,Not detected (qualifier value),AMB +68,2018-09-01,20505-4,, +68,2018-09-01,20505-4,cumulus__missing-or-null, +68,2018-08-01,55758-7,,ambulatory +68,2018-08-01,55758-7,cumulus__missing-or-null,ambulatory +68,2018-08-01,3094-0,, +68,2018-08-01,3094-0,cumulus__missing-or-null, +68,2018-08-01,2951-2,, +68,2018-08-01,2951-2,cumulus__missing-or-null, +68,2018-08-01,2823-3,, +68,2018-08-01,2823-3,cumulus__missing-or-null, +68,2018-08-01,2345-7,, +68,2018-08-01,2345-7,cumulus__missing-or-null, +68,2018-08-01,2160-0,, +68,2018-08-01,2160-0,cumulus__missing-or-null, +68,2018-08-01,2075-0,, +68,2018-08-01,2075-0,cumulus__missing-or-null, +68,2018-08-01,2028-9,, +68,2018-08-01,2028-9,cumulus__missing-or-null, +68,2018-08-01,17861-6,, +68,2018-08-01,17861-6,cumulus__missing-or-null, +68,2018-04-01,6299-2,, +68,2018-04-01,6299-2,cumulus__missing-or-null, +68,2018-04-01,6298-4,, +68,2018-04-01,6298-4,cumulus__missing-or-null, +68,2018-04-01,49765-1,, +68,2018-04-01,49765-1,cumulus__missing-or-null, +68,2018-04-01,38483-4,, +68,2018-04-01,38483-4,cumulus__missing-or-null, +68,2018-04-01,2947-0,, +68,2018-04-01,2947-0,cumulus__missing-or-null, +68,2018-04-01,2339-0,, +68,2018-04-01,2339-0,cumulus__missing-or-null, +68,2018-04-01,2069-3,, +68,2018-04-01,2069-3,cumulus__missing-or-null, +68,2018-04-01,20565-8,, +68,2018-04-01,20565-8,cumulus__missing-or-null, +68,2018-02-01,33914-3,,ambulatory +68,2018-02-01,33914-3,cumulus__missing-or-null,ambulatory +68,2018-01-01,55758-7,,ambulatory +68,2018-01-01,55758-7,cumulus__missing-or-null,ambulatory +68,2017-08-01,55758-7,, +68,2017-08-01,55758-7,cumulus__missing-or-null, +68,2017-07-01,55758-7,,ambulatory +68,2017-07-01,55758-7,cumulus__missing-or-null,ambulatory +68,2017-05-01,55758-7,,ambulatory +68,2017-05-01,55758-7,cumulus__missing-or-null,ambulatory +68,2017-05-01,4548-4,,ambulatory +68,2017-05-01,4548-4,cumulus__missing-or-null,ambulatory +68,2017-03-01,6299-2,,ambulatory +68,2017-03-01,6299-2,cumulus__missing-or-null,ambulatory +68,2017-03-01,6298-4,,ambulatory +68,2017-03-01,6298-4,cumulus__missing-or-null,ambulatory +68,2017-03-01,49765-1,,ambulatory +68,2017-03-01,49765-1,cumulus__missing-or-null,ambulatory +68,2017-03-01,4548-4,, +68,2017-03-01,4548-4,cumulus__missing-or-null, +68,2017-03-01,38483-4,,ambulatory +68,2017-03-01,38483-4,cumulus__missing-or-null,ambulatory +68,2017-03-01,2947-0,,ambulatory +68,2017-03-01,2947-0,cumulus__missing-or-null,ambulatory +68,2017-03-01,2339-0,,ambulatory +68,2017-03-01,2339-0,cumulus__missing-or-null,ambulatory +68,2017-03-01,2069-3,,ambulatory +68,2017-03-01,2069-3,cumulus__missing-or-null,ambulatory +68,2017-03-01,20565-8,,ambulatory +68,2017-03-01,20565-8,cumulus__missing-or-null,ambulatory +68,2017-01-01,55758-7,,ambulatory +68,2017-01-01,55758-7,cumulus__missing-or-null,ambulatory +68,2016-10-01,93025-5,,ambulatory +68,2016-10-01,93025-5,cumulus__missing-or-null,ambulatory +68,2016-10-01,6299-2,, +68,2016-10-01,6299-2,cumulus__missing-or-null, +68,2016-10-01,6298-4,, +68,2016-10-01,6298-4,cumulus__missing-or-null, +68,2016-10-01,49765-1,, +68,2016-10-01,49765-1,cumulus__missing-or-null, +68,2016-10-01,38483-4,, +68,2016-10-01,38483-4,cumulus__missing-or-null, +68,2016-10-01,2947-0,, +68,2016-10-01,2947-0,cumulus__missing-or-null, +68,2016-10-01,2339-0,, +68,2016-10-01,2339-0,cumulus__missing-or-null, +68,2016-10-01,2069-3,, +68,2016-10-01,2069-3,cumulus__missing-or-null, +68,2016-10-01,20565-8,, +68,2016-10-01,20565-8,cumulus__missing-or-null, +68,2016-09-01,6299-2,,ambulatory +68,2016-09-01,6299-2,cumulus__missing-or-null,ambulatory +68,2016-09-01,6298-4,,ambulatory +68,2016-09-01,6298-4,cumulus__missing-or-null,ambulatory +68,2016-09-01,49765-1,,ambulatory +68,2016-09-01,49765-1,cumulus__missing-or-null,ambulatory +68,2016-09-01,38483-4,,ambulatory +68,2016-09-01,38483-4,cumulus__missing-or-null,ambulatory +68,2016-09-01,2947-0,,ambulatory +68,2016-09-01,2947-0,cumulus__missing-or-null,ambulatory +68,2016-09-01,2339-0,,ambulatory +68,2016-09-01,2339-0,cumulus__missing-or-null,ambulatory +68,2016-09-01,2069-3,,ambulatory +68,2016-09-01,2069-3,cumulus__missing-or-null,ambulatory +68,2016-09-01,20565-8,,ambulatory +68,2016-09-01,20565-8,cumulus__missing-or-null,ambulatory +67,,,Not detected (qualifier value),ambulatory 67,,92142-9,Negative (qualifier value), -67,,92142-9,Negative (qualifier value),AMB +67,,92142-9,Negative (qualifier value),ambulatory +67,2022-10-01,4548-4,,ambulatory +67,2022-10-01,4548-4,cumulus__missing-or-null,ambulatory +67,2022-09-01,4548-4,,ambulatory +67,2022-09-01,4548-4,cumulus__missing-or-null,ambulatory +67,2022-08-01,4548-4,, +67,2022-08-01,4548-4,cumulus__missing-or-null, +67,2022-06-01,4548-4,,ambulatory +67,2022-06-01,4548-4,cumulus__missing-or-null,ambulatory +67,2022-05-01,5811-5,,ambulatory +67,2022-05-01,5811-5,cumulus__missing-or-null,ambulatory +67,2022-05-01,5803-2,,ambulatory +67,2022-05-01,5803-2,cumulus__missing-or-null,ambulatory +67,2022-05-01,5802-4,,ambulatory +67,2022-05-01,5799-2,,ambulatory +67,2022-05-01,5794-3,,ambulatory +67,2022-05-01,5770-3,,ambulatory +67,2022-05-01,25428-4,,ambulatory +67,2022-05-01,2514-8,,ambulatory +67,2022-05-01,20454-5,,ambulatory +67,2022-04-01,74006-8,, +67,2022-04-01,74006-8,,ambulatory +67,2022-04-01,74006-8,cumulus__missing-or-null, +67,2022-04-01,74006-8,cumulus__missing-or-null,ambulatory +67,2022-02-01,4548-4,, +67,2022-02-01,4548-4,cumulus__missing-or-null, +67,2021-09-01,5767-9,,ambulatory 67,2021-06-01,,Urine smell ammoniacal (finding), 67,2021-06-01,,Urine nitrite negative (finding), 67,2021-06-01,,Urine leukocyte test negative (finding), @@ -1126,12 +8595,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 67,2021-06-01,,Finding of bilirubin in urine (finding), 67,2021-06-01,,Cloudy urine (finding), 67,2021-06-01,,Brown color (qualifier value), +67,2021-06-01,5811-5,, +67,2021-06-01,5811-5,cumulus__missing-or-null, +67,2021-06-01,5804-0,, +67,2021-06-01,5804-0,cumulus__missing-or-null, +67,2021-06-01,5803-2,, +67,2021-06-01,5803-2,cumulus__missing-or-null, 67,2021-06-01,5802-4,, 67,2021-06-01,5802-4,Urine nitrite negative (finding), 67,2021-06-01,5799-2,, 67,2021-06-01,5799-2,Urine leukocyte test negative (finding), +67,2021-06-01,5797-6,, +67,2021-06-01,5797-6,cumulus__missing-or-null, 67,2021-06-01,5794-3,, 67,2021-06-01,5794-3,Urine blood test = negative (finding), +67,2021-06-01,5792-7,, +67,2021-06-01,5792-7,cumulus__missing-or-null, 67,2021-06-01,5778-6,, 67,2021-06-01,5778-6,Brown color (qualifier value), 67,2021-06-01,5770-3,, @@ -1145,7 +8624,74 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 67,2021-06-01,25428-4,, 67,2021-06-01,25428-4,Urine glucose test = ++ (finding), 67,2021-06-01,2514-8,, +67,2021-06-01,20505-4,, +67,2021-06-01,20505-4,cumulus__missing-or-null, 67,2021-06-01,20454-5,, +67,2020-12-01,5811-5,, +67,2020-12-01,5811-5,cumulus__missing-or-null, +67,2020-12-01,5803-2,, +67,2020-12-01,5803-2,cumulus__missing-or-null, +67,2020-12-01,5802-4,, +67,2020-12-01,5799-2,, +67,2020-12-01,5794-3,, +67,2020-12-01,5770-3,, +67,2020-12-01,25428-4,, +67,2020-12-01,2514-8,, +67,2020-12-01,20454-5,, +67,2020-11-01,4548-4,, +67,2020-11-01,4548-4,cumulus__missing-or-null, +67,2020-09-01,4548-4,,ambulatory +67,2020-09-01,4548-4,cumulus__missing-or-null,ambulatory +67,2020-09-01,3094-0,, +67,2020-09-01,3094-0,cumulus__missing-or-null, +67,2020-09-01,2951-2,, +67,2020-09-01,2951-2,cumulus__missing-or-null, +67,2020-09-01,2823-3,, +67,2020-09-01,2823-3,cumulus__missing-or-null, +67,2020-09-01,2345-7,, +67,2020-09-01,2345-7,cumulus__missing-or-null, +67,2020-09-01,2160-0,, +67,2020-09-01,2160-0,cumulus__missing-or-null, +67,2020-09-01,2075-0,, +67,2020-09-01,2075-0,cumulus__missing-or-null, +67,2020-09-01,2028-9,, +67,2020-09-01,2028-9,cumulus__missing-or-null, +67,2020-09-01,17861-6,, +67,2020-09-01,17861-6,cumulus__missing-or-null, +67,2020-07-01,4548-4,, +67,2020-07-01,4548-4,cumulus__missing-or-null, +67,2020-05-01,6299-2,, +67,2020-05-01,6299-2,cumulus__missing-or-null, +67,2020-05-01,6298-4,, +67,2020-05-01,6298-4,cumulus__missing-or-null, +67,2020-05-01,49765-1,, +67,2020-05-01,49765-1,cumulus__missing-or-null, +67,2020-05-01,38483-4,, +67,2020-05-01,38483-4,cumulus__missing-or-null, +67,2020-05-01,3094-0,, +67,2020-05-01,3094-0,cumulus__missing-or-null, +67,2020-05-01,2951-2,, +67,2020-05-01,2951-2,cumulus__missing-or-null, +67,2020-05-01,2947-0,, +67,2020-05-01,2947-0,cumulus__missing-or-null, +67,2020-05-01,2823-3,, +67,2020-05-01,2823-3,cumulus__missing-or-null, +67,2020-05-01,2345-7,, +67,2020-05-01,2345-7,cumulus__missing-or-null, +67,2020-05-01,2339-0,, +67,2020-05-01,2339-0,cumulus__missing-or-null, +67,2020-05-01,2160-0,, +67,2020-05-01,2160-0,cumulus__missing-or-null, +67,2020-05-01,2075-0,, +67,2020-05-01,2075-0,cumulus__missing-or-null, +67,2020-05-01,2069-3,, +67,2020-05-01,2069-3,cumulus__missing-or-null, +67,2020-05-01,20565-8,, +67,2020-05-01,20565-8,cumulus__missing-or-null, +67,2020-05-01,2028-9,, +67,2020-05-01,2028-9,cumulus__missing-or-null, +67,2020-05-01,17861-6,, +67,2020-05-01,17861-6,cumulus__missing-or-null, 67,2020-02-01,,Urine smell ammoniacal (finding), 67,2020-02-01,,Urine nitrite negative (finding), 67,2020-02-01,,Urine leukocyte test negative (finding), @@ -1155,12 +8701,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 67,2020-02-01,,Finding of bilirubin in urine (finding), 67,2020-02-01,,Cloudy urine (finding), 67,2020-02-01,,Brown color (qualifier value), +67,2020-02-01,5811-5,, +67,2020-02-01,5811-5,cumulus__missing-or-null, +67,2020-02-01,5804-0,, +67,2020-02-01,5804-0,cumulus__missing-or-null, +67,2020-02-01,5803-2,, +67,2020-02-01,5803-2,cumulus__missing-or-null, 67,2020-02-01,5802-4,, 67,2020-02-01,5802-4,Urine nitrite negative (finding), 67,2020-02-01,5799-2,, 67,2020-02-01,5799-2,Urine leukocyte test negative (finding), +67,2020-02-01,5797-6,, +67,2020-02-01,5797-6,cumulus__missing-or-null, 67,2020-02-01,5794-3,, 67,2020-02-01,5794-3,Urine blood test = negative (finding), +67,2020-02-01,5792-7,, +67,2020-02-01,5792-7,cumulus__missing-or-null, 67,2020-02-01,5778-6,, 67,2020-02-01,5778-6,Brown color (qualifier value), 67,2020-02-01,5770-3,, @@ -1174,96 +8730,267 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 67,2020-02-01,25428-4,, 67,2020-02-01,25428-4,Urine glucose test = ++ (finding), 67,2020-02-01,2514-8,, +67,2020-02-01,20505-4,, +67,2020-02-01,20505-4,cumulus__missing-or-null, 67,2020-02-01,20454-5,, -67,2019-11-01,,Urine smell ammoniacal (finding),AMB -67,2019-11-01,,Urine nitrite negative (finding),AMB -67,2019-11-01,,Urine leukocyte test negative (finding),AMB -67,2019-11-01,,Urine glucose test = ++ (finding),AMB -67,2019-11-01,,Urine blood test = negative (finding),AMB -67,2019-11-01,,Translucent (qualifier value),AMB -67,2019-11-01,,Finding of bilirubin in urine (finding),AMB -67,2019-11-01,,Cloudy urine (finding),AMB -67,2019-11-01,,Brown color (qualifier value),AMB -67,2019-11-01,5802-4,,AMB -67,2019-11-01,5802-4,Urine nitrite negative (finding),AMB -67,2019-11-01,5799-2,,AMB -67,2019-11-01,5799-2,Urine leukocyte test negative (finding),AMB -67,2019-11-01,5794-3,,AMB -67,2019-11-01,5794-3,Urine blood test = negative (finding),AMB -67,2019-11-01,5778-6,,AMB -67,2019-11-01,5778-6,Brown color (qualifier value),AMB -67,2019-11-01,5770-3,,AMB -67,2019-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -67,2019-11-01,5767-9,,AMB -67,2019-11-01,5767-9,Cloudy urine (finding),AMB -67,2019-11-01,34533-0,,AMB -67,2019-11-01,34533-0,Urine smell ammoniacal (finding),AMB -67,2019-11-01,32167-9,,AMB -67,2019-11-01,32167-9,Translucent (qualifier value),AMB -67,2019-11-01,25428-4,,AMB -67,2019-11-01,25428-4,Urine glucose test = ++ (finding),AMB -67,2019-11-01,2514-8,,AMB -67,2019-11-01,20454-5,,AMB +67,2019-12-01,6299-2,,ambulatory +67,2019-12-01,6299-2,cumulus__missing-or-null,ambulatory +67,2019-12-01,6298-4,,ambulatory +67,2019-12-01,6298-4,cumulus__missing-or-null,ambulatory +67,2019-12-01,49765-1,,ambulatory +67,2019-12-01,49765-1,cumulus__missing-or-null,ambulatory +67,2019-12-01,38483-4,,ambulatory +67,2019-12-01,38483-4,cumulus__missing-or-null,ambulatory +67,2019-12-01,2947-0,,ambulatory +67,2019-12-01,2947-0,cumulus__missing-or-null,ambulatory +67,2019-12-01,2339-0,,ambulatory +67,2019-12-01,2339-0,cumulus__missing-or-null,ambulatory +67,2019-12-01,2069-3,,ambulatory +67,2019-12-01,2069-3,cumulus__missing-or-null,ambulatory +67,2019-12-01,20565-8,,ambulatory +67,2019-12-01,20565-8,cumulus__missing-or-null,ambulatory +67,2019-11-01,,Urine smell ammoniacal (finding),ambulatory +67,2019-11-01,,Urine nitrite negative (finding),ambulatory +67,2019-11-01,,Urine leukocyte test negative (finding),ambulatory +67,2019-11-01,,Urine glucose test = ++ (finding),ambulatory +67,2019-11-01,,Urine blood test = negative (finding),ambulatory +67,2019-11-01,,Translucent (qualifier value),ambulatory +67,2019-11-01,,Finding of bilirubin in urine (finding),ambulatory +67,2019-11-01,,Cloudy urine (finding),ambulatory +67,2019-11-01,,Brown color (qualifier value),ambulatory +67,2019-11-01,5811-5,,ambulatory +67,2019-11-01,5811-5,cumulus__missing-or-null,ambulatory +67,2019-11-01,5804-0,,ambulatory +67,2019-11-01,5804-0,cumulus__missing-or-null,ambulatory +67,2019-11-01,5803-2,,ambulatory +67,2019-11-01,5803-2,cumulus__missing-or-null,ambulatory +67,2019-11-01,5802-4,,ambulatory +67,2019-11-01,5802-4,Urine nitrite negative (finding),ambulatory +67,2019-11-01,5799-2,,ambulatory +67,2019-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +67,2019-11-01,5797-6,,ambulatory +67,2019-11-01,5797-6,cumulus__missing-or-null,ambulatory +67,2019-11-01,5794-3,,ambulatory +67,2019-11-01,5794-3,Urine blood test = negative (finding),ambulatory +67,2019-11-01,5792-7,,ambulatory +67,2019-11-01,5792-7,cumulus__missing-or-null,ambulatory +67,2019-11-01,5778-6,,ambulatory +67,2019-11-01,5778-6,Brown color (qualifier value),ambulatory +67,2019-11-01,5770-3,,ambulatory +67,2019-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +67,2019-11-01,5767-9,,ambulatory +67,2019-11-01,5767-9,Cloudy urine (finding),ambulatory +67,2019-11-01,55758-7,,ambulatory +67,2019-11-01,55758-7,cumulus__missing-or-null,ambulatory +67,2019-11-01,34533-0,,ambulatory +67,2019-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +67,2019-11-01,32167-9,,ambulatory +67,2019-11-01,32167-9,Translucent (qualifier value),ambulatory +67,2019-11-01,25428-4,,ambulatory +67,2019-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory +67,2019-11-01,2514-8,,ambulatory +67,2019-11-01,20505-4,,ambulatory +67,2019-11-01,20505-4,cumulus__missing-or-null,ambulatory +67,2019-11-01,20454-5,,ambulatory +67,2019-10-01,55758-7,,ambulatory +67,2019-10-01,55758-7,cumulus__missing-or-null,ambulatory +67,2019-08-01,4548-4,, +67,2019-08-01,4548-4,cumulus__missing-or-null, +67,2019-05-01,55758-7,,ambulatory +67,2019-05-01,55758-7,cumulus__missing-or-null,ambulatory +67,2019-04-01,6299-2,,ambulatory +67,2019-04-01,6299-2,cumulus__missing-or-null,ambulatory +67,2019-04-01,6298-4,,ambulatory +67,2019-04-01,6298-4,cumulus__missing-or-null,ambulatory +67,2019-04-01,55758-7,, +67,2019-04-01,55758-7,cumulus__missing-or-null, +67,2019-04-01,49765-1,,ambulatory +67,2019-04-01,49765-1,cumulus__missing-or-null,ambulatory +67,2019-04-01,38483-4,,ambulatory +67,2019-04-01,38483-4,cumulus__missing-or-null,ambulatory +67,2019-04-01,2947-0,,ambulatory +67,2019-04-01,2947-0,cumulus__missing-or-null,ambulatory +67,2019-04-01,2339-0,,ambulatory +67,2019-04-01,2339-0,cumulus__missing-or-null,ambulatory +67,2019-04-01,2069-3,,ambulatory +67,2019-04-01,2069-3,cumulus__missing-or-null,ambulatory +67,2019-04-01,20565-8,,ambulatory +67,2019-04-01,20565-8,cumulus__missing-or-null,ambulatory +67,2019-01-01,55758-7,, +67,2019-01-01,55758-7,cumulus__missing-or-null, +67,2018-12-01,6299-2,,ambulatory +67,2018-12-01,6299-2,cumulus__missing-or-null,ambulatory +67,2018-12-01,6298-4,,ambulatory +67,2018-12-01,6298-4,cumulus__missing-or-null,ambulatory +67,2018-12-01,49765-1,,ambulatory +67,2018-12-01,49765-1,cumulus__missing-or-null,ambulatory +67,2018-12-01,38483-4,,ambulatory +67,2018-12-01,38483-4,cumulus__missing-or-null,ambulatory +67,2018-12-01,2947-0,,ambulatory +67,2018-12-01,2947-0,cumulus__missing-or-null,ambulatory +67,2018-12-01,2339-0,,ambulatory +67,2018-12-01,2339-0,cumulus__missing-or-null,ambulatory +67,2018-12-01,2069-3,,ambulatory +67,2018-12-01,2069-3,cumulus__missing-or-null,ambulatory +67,2018-12-01,20565-8,,ambulatory +67,2018-12-01,20565-8,cumulus__missing-or-null,ambulatory +67,2018-09-01,55758-7,,ambulatory +67,2018-09-01,55758-7,cumulus__missing-or-null,ambulatory +67,2018-09-01,4548-4,,ambulatory +67,2018-09-01,4548-4,cumulus__missing-or-null,ambulatory 67,2018-09-01,34533-0,, 67,2018-09-01,34533-0,Urine smell ammoniacal (finding), -67,2018-03-01,,Urine smell ammoniacal (finding),AMB -67,2018-03-01,,Urine nitrite negative (finding),AMB -67,2018-03-01,,Urine leukocyte test negative (finding),AMB -67,2018-03-01,,Urine glucose test = ++ (finding),AMB -67,2018-03-01,,Urine blood test = negative (finding),AMB -67,2018-03-01,,Translucent (qualifier value),AMB -67,2018-03-01,,Finding of bilirubin in urine (finding),AMB -67,2018-03-01,,Cloudy urine (finding),AMB -67,2018-03-01,,Brown color (qualifier value),AMB -67,2018-03-01,5802-4,,AMB -67,2018-03-01,5802-4,Urine nitrite negative (finding),AMB -67,2018-03-01,5799-2,,AMB -67,2018-03-01,5799-2,Urine leukocyte test negative (finding),AMB -67,2018-03-01,5794-3,,AMB -67,2018-03-01,5794-3,Urine blood test = negative (finding),AMB -67,2018-03-01,5778-6,,AMB -67,2018-03-01,5778-6,Brown color (qualifier value),AMB -67,2018-03-01,5770-3,,AMB -67,2018-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -67,2018-03-01,5767-9,,AMB -67,2018-03-01,5767-9,Cloudy urine (finding),AMB -67,2018-03-01,34533-0,,AMB -67,2018-03-01,34533-0,Urine smell ammoniacal (finding),AMB -67,2018-03-01,32167-9,,AMB -67,2018-03-01,32167-9,Translucent (qualifier value),AMB -67,2018-03-01,25428-4,,AMB -67,2018-03-01,25428-4,Urine glucose test = ++ (finding),AMB -67,2018-03-01,2514-8,,AMB -67,2018-03-01,20454-5,,AMB -66,2022-10-01,,Urine smell ammoniacal (finding),AMB -66,2022-10-01,,Urine nitrite negative (finding),AMB -66,2022-10-01,,Urine leukocyte test negative (finding),AMB -66,2022-10-01,,Urine glucose test = ++ (finding),AMB -66,2022-10-01,,Urine blood test = negative (finding),AMB -66,2022-10-01,,Translucent (qualifier value),AMB -66,2022-10-01,,Finding of bilirubin in urine (finding),AMB -66,2022-10-01,,Cloudy urine (finding),AMB -66,2022-10-01,,Brown color (qualifier value),AMB -66,2022-10-01,5802-4,,AMB -66,2022-10-01,5802-4,Urine nitrite negative (finding),AMB -66,2022-10-01,5799-2,,AMB -66,2022-10-01,5799-2,Urine leukocyte test negative (finding),AMB -66,2022-10-01,5794-3,,AMB -66,2022-10-01,5794-3,Urine blood test = negative (finding),AMB -66,2022-10-01,5778-6,,AMB -66,2022-10-01,5778-6,Brown color (qualifier value),AMB -66,2022-10-01,5770-3,,AMB -66,2022-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -66,2022-10-01,5767-9,,AMB -66,2022-10-01,5767-9,Cloudy urine (finding),AMB -66,2022-10-01,34533-0,,AMB -66,2022-10-01,34533-0,Urine smell ammoniacal (finding),AMB -66,2022-10-01,32167-9,,AMB -66,2022-10-01,32167-9,Translucent (qualifier value),AMB -66,2022-10-01,25428-4,,AMB -66,2022-10-01,25428-4,Urine glucose test = ++ (finding),AMB -66,2022-10-01,2514-8,,AMB -66,2022-10-01,20454-5,,AMB +67,2018-06-01,4548-4,, +67,2018-06-01,4548-4,cumulus__missing-or-null, +67,2018-05-01,4548-4,,ambulatory +67,2018-05-01,4548-4,cumulus__missing-or-null,ambulatory +67,2018-03-01,,Urine smell ammoniacal (finding),ambulatory +67,2018-03-01,,Urine nitrite negative (finding),ambulatory +67,2018-03-01,,Urine leukocyte test negative (finding),ambulatory +67,2018-03-01,,Urine glucose test = ++ (finding),ambulatory +67,2018-03-01,,Urine blood test = negative (finding),ambulatory +67,2018-03-01,,Translucent (qualifier value),ambulatory +67,2018-03-01,,Finding of bilirubin in urine (finding),ambulatory +67,2018-03-01,,Cloudy urine (finding),ambulatory +67,2018-03-01,,Brown color (qualifier value),ambulatory +67,2018-03-01,5811-5,,ambulatory +67,2018-03-01,5811-5,cumulus__missing-or-null,ambulatory +67,2018-03-01,5804-0,,ambulatory +67,2018-03-01,5804-0,cumulus__missing-or-null,ambulatory +67,2018-03-01,5803-2,,ambulatory +67,2018-03-01,5803-2,cumulus__missing-or-null,ambulatory +67,2018-03-01,5802-4,,ambulatory +67,2018-03-01,5802-4,Urine nitrite negative (finding),ambulatory +67,2018-03-01,5799-2,,ambulatory +67,2018-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +67,2018-03-01,5797-6,,ambulatory +67,2018-03-01,5797-6,cumulus__missing-or-null,ambulatory +67,2018-03-01,5794-3,,ambulatory +67,2018-03-01,5794-3,Urine blood test = negative (finding),ambulatory +67,2018-03-01,5792-7,,ambulatory +67,2018-03-01,5792-7,cumulus__missing-or-null,ambulatory +67,2018-03-01,5778-6,,ambulatory +67,2018-03-01,5778-6,Brown color (qualifier value),ambulatory +67,2018-03-01,5770-3,,ambulatory +67,2018-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +67,2018-03-01,5767-9,,ambulatory +67,2018-03-01,5767-9,Cloudy urine (finding),ambulatory +67,2018-03-01,34533-0,,ambulatory +67,2018-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +67,2018-03-01,32167-9,,ambulatory +67,2018-03-01,32167-9,Translucent (qualifier value),ambulatory +67,2018-03-01,25428-4,,ambulatory +67,2018-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +67,2018-03-01,2514-8,,ambulatory +67,2018-03-01,20505-4,,ambulatory +67,2018-03-01,20505-4,cumulus__missing-or-null,ambulatory +67,2018-03-01,20454-5,,ambulatory +67,2017-12-01,5811-5,, +67,2017-12-01,5811-5,cumulus__missing-or-null, +67,2017-12-01,5803-2,, +67,2017-12-01,5803-2,cumulus__missing-or-null, +67,2017-12-01,5802-4,, +67,2017-12-01,5799-2,, +67,2017-12-01,5794-3,, +67,2017-12-01,5770-3,, +67,2017-12-01,55758-7,,ambulatory +67,2017-12-01,55758-7,cumulus__missing-or-null,ambulatory +67,2017-12-01,25428-4,, +67,2017-12-01,2514-8,, +67,2017-12-01,20454-5,, +67,2017-10-01,5767-9,,ambulatory +67,2017-10-01,4548-4,, +67,2017-10-01,4548-4,cumulus__missing-or-null, +67,2017-08-01,55758-7,,ambulatory +67,2017-08-01,55758-7,cumulus__missing-or-null,ambulatory +67,2016-11-01,,Never smoked tobacco (finding), +67,2016-11-01,72166-2,Never smoked tobacco (finding), +66,,76504-0,,emergency +66,,76504-0,cumulus__missing-or-null,emergency +66,,75325-1,, +66,,75325-1,,ambulatory +66,2023-02-01,3094-0,, +66,2023-02-01,3094-0,cumulus__missing-or-null, +66,2023-02-01,2951-2,, +66,2023-02-01,2951-2,cumulus__missing-or-null, +66,2023-02-01,2823-3,, +66,2023-02-01,2823-3,cumulus__missing-or-null, +66,2023-02-01,2345-7,, +66,2023-02-01,2345-7,cumulus__missing-or-null, +66,2023-02-01,2160-0,, +66,2023-02-01,2160-0,cumulus__missing-or-null, +66,2023-02-01,2075-0,, +66,2023-02-01,2075-0,cumulus__missing-or-null, +66,2023-02-01,2028-9,, +66,2023-02-01,2028-9,cumulus__missing-or-null, +66,2023-02-01,17861-6,, +66,2023-02-01,17861-6,cumulus__missing-or-null, +66,2022-11-01,5811-5,,ambulatory +66,2022-11-01,5811-5,cumulus__missing-or-null,ambulatory +66,2022-11-01,5803-2,,ambulatory +66,2022-11-01,5803-2,cumulus__missing-or-null,ambulatory +66,2022-11-01,5802-4,,ambulatory +66,2022-11-01,5799-2,,ambulatory +66,2022-11-01,5794-3,,ambulatory +66,2022-11-01,5770-3,,ambulatory +66,2022-11-01,25428-4,,ambulatory +66,2022-11-01,2514-8,,ambulatory +66,2022-11-01,20454-5,,ambulatory +66,2022-10-01,,Urine smell ammoniacal (finding),ambulatory +66,2022-10-01,,Urine nitrite negative (finding),ambulatory +66,2022-10-01,,Urine leukocyte test negative (finding),ambulatory +66,2022-10-01,,Urine glucose test = ++ (finding),ambulatory +66,2022-10-01,,Urine blood test = negative (finding),ambulatory +66,2022-10-01,,Translucent (qualifier value),ambulatory +66,2022-10-01,,Finding of bilirubin in urine (finding),ambulatory +66,2022-10-01,,Cloudy urine (finding),ambulatory +66,2022-10-01,,Brown color (qualifier value),ambulatory +66,2022-10-01,5811-5,,ambulatory +66,2022-10-01,5811-5,cumulus__missing-or-null,ambulatory +66,2022-10-01,5804-0,,ambulatory +66,2022-10-01,5804-0,cumulus__missing-or-null,ambulatory +66,2022-10-01,5803-2,,ambulatory +66,2022-10-01,5803-2,cumulus__missing-or-null,ambulatory +66,2022-10-01,5802-4,,ambulatory +66,2022-10-01,5802-4,Urine nitrite negative (finding),ambulatory +66,2022-10-01,5799-2,,ambulatory +66,2022-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +66,2022-10-01,5797-6,,ambulatory +66,2022-10-01,5797-6,cumulus__missing-or-null,ambulatory +66,2022-10-01,5794-3,,ambulatory +66,2022-10-01,5794-3,Urine blood test = negative (finding),ambulatory +66,2022-10-01,5792-7,,ambulatory +66,2022-10-01,5792-7,cumulus__missing-or-null,ambulatory +66,2022-10-01,5778-6,,ambulatory +66,2022-10-01,5778-6,Brown color (qualifier value),ambulatory +66,2022-10-01,5770-3,,ambulatory +66,2022-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +66,2022-10-01,5767-9,,ambulatory +66,2022-10-01,5767-9,Cloudy urine (finding),ambulatory +66,2022-10-01,34533-0,,ambulatory +66,2022-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +66,2022-10-01,32167-9,,ambulatory +66,2022-10-01,32167-9,Translucent (qualifier value),ambulatory +66,2022-10-01,25428-4,,ambulatory +66,2022-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +66,2022-10-01,2514-8,,ambulatory +66,2022-10-01,20505-4,,ambulatory +66,2022-10-01,20505-4,cumulus__missing-or-null,ambulatory +66,2022-10-01,20454-5,,ambulatory +66,2022-07-01,4548-4,,ambulatory +66,2022-07-01,4548-4,cumulus__missing-or-null,ambulatory +66,2022-05-01,5767-9,,ambulatory +66,2022-04-01,5811-5,, +66,2022-04-01,5811-5,cumulus__missing-or-null, +66,2022-04-01,5803-2,, +66,2022-04-01,5803-2,cumulus__missing-or-null, +66,2022-04-01,5802-4,, +66,2022-04-01,5799-2,, +66,2022-04-01,5794-3,, +66,2022-04-01,5770-3,, +66,2022-04-01,25428-4,, +66,2022-04-01,2514-8,, +66,2022-04-01,20454-5,, 66,2022-03-01,,Urine smell ammoniacal (finding), 66,2022-03-01,,Urine nitrite negative (finding), 66,2022-03-01,,Urine leukocyte test negative (finding), @@ -1273,12 +9000,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2022-03-01,,Finding of bilirubin in urine (finding), 66,2022-03-01,,Cloudy urine (finding), 66,2022-03-01,,Brown color (qualifier value), +66,2022-03-01,5811-5,, +66,2022-03-01,5811-5,cumulus__missing-or-null, +66,2022-03-01,5804-0,, +66,2022-03-01,5804-0,cumulus__missing-or-null, +66,2022-03-01,5803-2,, +66,2022-03-01,5803-2,cumulus__missing-or-null, 66,2022-03-01,5802-4,, 66,2022-03-01,5802-4,Urine nitrite negative (finding), 66,2022-03-01,5799-2,, 66,2022-03-01,5799-2,Urine leukocyte test negative (finding), +66,2022-03-01,5797-6,, +66,2022-03-01,5797-6,cumulus__missing-or-null, 66,2022-03-01,5794-3,, 66,2022-03-01,5794-3,Urine blood test = negative (finding), +66,2022-03-01,5792-7,, +66,2022-03-01,5792-7,cumulus__missing-or-null, 66,2022-03-01,5778-6,, 66,2022-03-01,5778-6,Brown color (qualifier value), 66,2022-03-01,5770-3,, @@ -1292,7 +9029,11 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2022-03-01,25428-4,, 66,2022-03-01,25428-4,Urine glucose test = ++ (finding), 66,2022-03-01,2514-8,, +66,2022-03-01,20505-4,, +66,2022-03-01,20505-4,cumulus__missing-or-null, 66,2022-03-01,20454-5,, +66,2022-02-01,4548-4,,ambulatory +66,2022-02-01,4548-4,cumulus__missing-or-null,ambulatory 66,2021-11-01,,Urine smell ammoniacal (finding), 66,2021-11-01,,Urine nitrite negative (finding), 66,2021-11-01,,Urine leukocyte test negative (finding), @@ -1302,53 +9043,149 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2021-11-01,,Finding of bilirubin in urine (finding), 66,2021-11-01,,Cloudy urine (finding), 66,2021-11-01,,Brown color (qualifier value), -66,2021-11-01,5802-4,, +66,2021-11-01,5804-0,, +66,2021-11-01,5804-0,cumulus__missing-or-null, 66,2021-11-01,5802-4,Urine nitrite negative (finding), -66,2021-11-01,5799-2,, 66,2021-11-01,5799-2,Urine leukocyte test negative (finding), -66,2021-11-01,5794-3,, +66,2021-11-01,5797-6,, +66,2021-11-01,5797-6,cumulus__missing-or-null, 66,2021-11-01,5794-3,Urine blood test = negative (finding), +66,2021-11-01,5792-7,, +66,2021-11-01,5792-7,cumulus__missing-or-null, 66,2021-11-01,5778-6,, 66,2021-11-01,5778-6,Brown color (qualifier value), -66,2021-11-01,5770-3,, 66,2021-11-01,5770-3,Finding of bilirubin in urine (finding), -66,2021-11-01,5767-9,, 66,2021-11-01,5767-9,Cloudy urine (finding), +66,2021-11-01,55758-7,,ambulatory +66,2021-11-01,55758-7,cumulus__missing-or-null,ambulatory 66,2021-11-01,32167-9,, 66,2021-11-01,32167-9,Translucent (qualifier value), -66,2021-11-01,25428-4,, 66,2021-11-01,25428-4,Urine glucose test = ++ (finding), -66,2021-11-01,2514-8,, -66,2021-11-01,20454-5,, -66,2018-10-01,,Urine smell ammoniacal (finding),AMB -66,2018-10-01,,Urine nitrite negative (finding),AMB -66,2018-10-01,,Urine leukocyte test negative (finding),AMB -66,2018-10-01,,Urine glucose test = ++ (finding),AMB -66,2018-10-01,,Urine blood test = negative (finding),AMB -66,2018-10-01,,Translucent (qualifier value),AMB -66,2018-10-01,,Finding of bilirubin in urine (finding),AMB -66,2018-10-01,,Cloudy urine (finding),AMB -66,2018-10-01,,Brown color (qualifier value),AMB -66,2018-10-01,5802-4,,AMB -66,2018-10-01,5802-4,Urine nitrite negative (finding),AMB -66,2018-10-01,5799-2,,AMB -66,2018-10-01,5799-2,Urine leukocyte test negative (finding),AMB -66,2018-10-01,5794-3,,AMB -66,2018-10-01,5794-3,Urine blood test = negative (finding),AMB -66,2018-10-01,5778-6,,AMB -66,2018-10-01,5778-6,Brown color (qualifier value),AMB -66,2018-10-01,5770-3,,AMB -66,2018-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -66,2018-10-01,5767-9,,AMB -66,2018-10-01,5767-9,Cloudy urine (finding),AMB -66,2018-10-01,34533-0,,AMB -66,2018-10-01,34533-0,Urine smell ammoniacal (finding),AMB -66,2018-10-01,32167-9,,AMB -66,2018-10-01,32167-9,Translucent (qualifier value),AMB -66,2018-10-01,25428-4,,AMB -66,2018-10-01,25428-4,Urine glucose test = ++ (finding),AMB -66,2018-10-01,2514-8,,AMB -66,2018-10-01,20454-5,,AMB +66,2021-11-01,20505-4,, +66,2021-11-01,20505-4,cumulus__missing-or-null, +66,2021-09-01,74006-8,, +66,2021-09-01,74006-8,,ambulatory +66,2021-09-01,74006-8,cumulus__missing-or-null, +66,2021-09-01,74006-8,cumulus__missing-or-null,ambulatory +66,2021-04-01,5811-5,, +66,2021-04-01,5811-5,cumulus__missing-or-null, +66,2021-04-01,5803-2,, +66,2021-04-01,5803-2,cumulus__missing-or-null, +66,2021-04-01,5802-4,, +66,2021-04-01,5799-2,, +66,2021-04-01,5794-3,, +66,2021-04-01,5770-3,, +66,2021-04-01,25428-4,, +66,2021-04-01,2514-8,, +66,2021-04-01,20454-5,, +66,2021-03-01,70274-6,, +66,2021-03-01,70274-6,cumulus__missing-or-null, +66,2020-11-01,4548-4,,ambulatory +66,2020-11-01,4548-4,cumulus__missing-or-null,ambulatory +66,2020-08-01,5767-9,, +66,2020-05-01,55758-7,,ambulatory +66,2020-05-01,55758-7,cumulus__missing-or-null,ambulatory +66,2019-12-01,4548-4,,ambulatory +66,2019-12-01,4548-4,cumulus__missing-or-null,ambulatory +66,2019-08-01,4548-4,,ambulatory +66,2019-08-01,4548-4,cumulus__missing-or-null,ambulatory +66,2019-05-01,5811-5,, +66,2019-05-01,5811-5,cumulus__missing-or-null, +66,2019-05-01,5803-2,, +66,2019-05-01,5803-2,cumulus__missing-or-null, +66,2019-05-01,5802-4,, +66,2019-05-01,5799-2,, +66,2019-05-01,5794-3,, +66,2019-05-01,5770-3,, +66,2019-05-01,25428-4,, +66,2019-05-01,2514-8,, +66,2019-05-01,20454-5,, +66,2018-11-01,4548-4,, +66,2018-11-01,4548-4,cumulus__missing-or-null, +66,2018-10-01,,Urine smell ammoniacal (finding),ambulatory +66,2018-10-01,,Urine nitrite negative (finding),ambulatory +66,2018-10-01,,Urine leukocyte test negative (finding),ambulatory +66,2018-10-01,,Urine glucose test = ++ (finding),ambulatory +66,2018-10-01,,Urine blood test = negative (finding),ambulatory +66,2018-10-01,,Translucent (qualifier value),ambulatory +66,2018-10-01,,Finding of bilirubin in urine (finding),ambulatory +66,2018-10-01,,Cloudy urine (finding),ambulatory +66,2018-10-01,,Brown color (qualifier value),ambulatory +66,2018-10-01,5804-0,,ambulatory +66,2018-10-01,5804-0,cumulus__missing-or-null,ambulatory +66,2018-10-01,5802-4,Urine nitrite negative (finding),ambulatory +66,2018-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +66,2018-10-01,5797-6,,ambulatory +66,2018-10-01,5797-6,cumulus__missing-or-null,ambulatory +66,2018-10-01,5794-3,Urine blood test = negative (finding),ambulatory +66,2018-10-01,5792-7,,ambulatory +66,2018-10-01,5792-7,cumulus__missing-or-null,ambulatory +66,2018-10-01,5778-6,,ambulatory +66,2018-10-01,5778-6,Brown color (qualifier value),ambulatory +66,2018-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +66,2018-10-01,5767-9,,ambulatory +66,2018-10-01,5767-9,Cloudy urine (finding),ambulatory +66,2018-10-01,34533-0,,ambulatory +66,2018-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +66,2018-10-01,32167-9,,ambulatory +66,2018-10-01,32167-9,Translucent (qualifier value),ambulatory +66,2018-10-01,3094-0,, +66,2018-10-01,3094-0,cumulus__missing-or-null, +66,2018-10-01,2951-2,, +66,2018-10-01,2951-2,cumulus__missing-or-null, +66,2018-10-01,2823-3,, +66,2018-10-01,2823-3,cumulus__missing-or-null, +66,2018-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +66,2018-10-01,2345-7,, +66,2018-10-01,2345-7,cumulus__missing-or-null, +66,2018-10-01,2160-0,, +66,2018-10-01,2160-0,cumulus__missing-or-null, +66,2018-10-01,2075-0,, +66,2018-10-01,2075-0,cumulus__missing-or-null, +66,2018-10-01,20505-4,,ambulatory +66,2018-10-01,20505-4,cumulus__missing-or-null,ambulatory +66,2018-10-01,2028-9,, +66,2018-10-01,2028-9,cumulus__missing-or-null, +66,2018-10-01,17861-6,, +66,2018-10-01,17861-6,cumulus__missing-or-null, +66,2018-09-01,5811-5,,ambulatory +66,2018-09-01,5811-5,cumulus__missing-or-null,ambulatory +66,2018-09-01,5803-2,,ambulatory +66,2018-09-01,5803-2,cumulus__missing-or-null,ambulatory +66,2018-09-01,5802-4,,ambulatory +66,2018-09-01,5799-2,,ambulatory +66,2018-09-01,5794-3,,ambulatory +66,2018-09-01,5770-3,,ambulatory +66,2018-09-01,25428-4,,ambulatory +66,2018-09-01,2514-8,,ambulatory +66,2018-09-01,20454-5,,ambulatory +66,2018-05-01,5811-5,, +66,2018-05-01,5811-5,cumulus__missing-or-null, +66,2018-05-01,5803-2,, +66,2018-05-01,5803-2,cumulus__missing-or-null, +66,2018-05-01,5802-4,, +66,2018-05-01,5799-2,, +66,2018-05-01,5794-3,, +66,2018-05-01,5770-3,, +66,2018-05-01,25428-4,, +66,2018-05-01,2514-8,, +66,2018-05-01,20454-5,, +66,2018-04-01,3094-0,, +66,2018-04-01,3094-0,cumulus__missing-or-null, +66,2018-04-01,2951-2,, +66,2018-04-01,2951-2,cumulus__missing-or-null, +66,2018-04-01,2823-3,, +66,2018-04-01,2823-3,cumulus__missing-or-null, +66,2018-04-01,2345-7,, +66,2018-04-01,2345-7,cumulus__missing-or-null, +66,2018-04-01,2160-0,, +66,2018-04-01,2160-0,cumulus__missing-or-null, +66,2018-04-01,2075-0,, +66,2018-04-01,2075-0,cumulus__missing-or-null, +66,2018-04-01,2028-9,, +66,2018-04-01,2028-9,cumulus__missing-or-null, +66,2018-04-01,17861-6,, +66,2018-04-01,17861-6,cumulus__missing-or-null, 66,2017-12-01,,Urine smell ammoniacal (finding), 66,2017-12-01,,Urine nitrite negative (finding), 66,2017-12-01,,Urine leukocyte test negative (finding), @@ -1358,15 +9195,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2017-12-01,,Finding of bilirubin in urine (finding), 66,2017-12-01,,Cloudy urine (finding), 66,2017-12-01,,Brown color (qualifier value), -66,2017-12-01,5802-4,, +66,2017-12-01,5804-0,, +66,2017-12-01,5804-0,cumulus__missing-or-null, 66,2017-12-01,5802-4,Urine nitrite negative (finding), -66,2017-12-01,5799-2,, 66,2017-12-01,5799-2,Urine leukocyte test negative (finding), -66,2017-12-01,5794-3,, +66,2017-12-01,5797-6,, +66,2017-12-01,5797-6,cumulus__missing-or-null, 66,2017-12-01,5794-3,Urine blood test = negative (finding), +66,2017-12-01,5792-7,, +66,2017-12-01,5792-7,cumulus__missing-or-null, 66,2017-12-01,5778-6,, 66,2017-12-01,5778-6,Brown color (qualifier value), -66,2017-12-01,5770-3,, 66,2017-12-01,5770-3,Finding of bilirubin in urine (finding), 66,2017-12-01,5767-9,, 66,2017-12-01,5767-9,Cloudy urine (finding), @@ -1374,37 +9213,38 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2017-12-01,34533-0,Urine smell ammoniacal (finding), 66,2017-12-01,32167-9,, 66,2017-12-01,32167-9,Translucent (qualifier value), -66,2017-12-01,25428-4,, 66,2017-12-01,25428-4,Urine glucose test = ++ (finding), -66,2017-12-01,2514-8,, -66,2017-12-01,20454-5,, -66,2017-10-01,,Urine smell ammoniacal (finding),AMB -66,2017-10-01,,Urine nitrite negative (finding),AMB -66,2017-10-01,,Urine leukocyte test negative (finding),AMB -66,2017-10-01,,Urine glucose test = ++ (finding),AMB -66,2017-10-01,,Urine blood test = negative (finding),AMB -66,2017-10-01,,Translucent (qualifier value),AMB -66,2017-10-01,,Finding of bilirubin in urine (finding),AMB -66,2017-10-01,,Cloudy urine (finding),AMB -66,2017-10-01,,Brown color (qualifier value),AMB -66,2017-10-01,5802-4,,AMB -66,2017-10-01,5802-4,Urine nitrite negative (finding),AMB -66,2017-10-01,5799-2,,AMB -66,2017-10-01,5799-2,Urine leukocyte test negative (finding),AMB -66,2017-10-01,5794-3,,AMB -66,2017-10-01,5794-3,Urine blood test = negative (finding),AMB -66,2017-10-01,5778-6,,AMB -66,2017-10-01,5778-6,Brown color (qualifier value),AMB -66,2017-10-01,5770-3,,AMB -66,2017-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -66,2017-10-01,5767-9,,AMB -66,2017-10-01,5767-9,Cloudy urine (finding),AMB -66,2017-10-01,32167-9,,AMB -66,2017-10-01,32167-9,Translucent (qualifier value),AMB -66,2017-10-01,25428-4,,AMB -66,2017-10-01,25428-4,Urine glucose test = ++ (finding),AMB -66,2017-10-01,2514-8,,AMB -66,2017-10-01,20454-5,,AMB +66,2017-12-01,20505-4,, +66,2017-12-01,20505-4,cumulus__missing-or-null, +66,2017-10-01,,Urine smell ammoniacal (finding),ambulatory +66,2017-10-01,,Urine nitrite negative (finding),ambulatory +66,2017-10-01,,Urine leukocyte test negative (finding),ambulatory +66,2017-10-01,,Urine glucose test = ++ (finding),ambulatory +66,2017-10-01,,Urine blood test = negative (finding),ambulatory +66,2017-10-01,,Translucent (qualifier value),ambulatory +66,2017-10-01,,Finding of bilirubin in urine (finding),ambulatory +66,2017-10-01,,Cloudy urine (finding),ambulatory +66,2017-10-01,,Brown color (qualifier value),ambulatory +66,2017-10-01,5804-0,,ambulatory +66,2017-10-01,5804-0,cumulus__missing-or-null,ambulatory +66,2017-10-01,5802-4,Urine nitrite negative (finding),ambulatory +66,2017-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +66,2017-10-01,5797-6,,ambulatory +66,2017-10-01,5797-6,cumulus__missing-or-null,ambulatory +66,2017-10-01,5794-3,Urine blood test = negative (finding),ambulatory +66,2017-10-01,5792-7,,ambulatory +66,2017-10-01,5792-7,cumulus__missing-or-null,ambulatory +66,2017-10-01,5778-6,,ambulatory +66,2017-10-01,5778-6,Brown color (qualifier value),ambulatory +66,2017-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +66,2017-10-01,5767-9,Cloudy urine (finding),ambulatory +66,2017-10-01,32167-9,,ambulatory +66,2017-10-01,32167-9,Translucent (qualifier value),ambulatory +66,2017-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +66,2017-10-01,20505-4,,ambulatory +66,2017-10-01,20505-4,cumulus__missing-or-null,ambulatory +66,2016-11-01,,Never smoked tobacco (finding),ambulatory +66,2016-11-01,72166-2,Never smoked tobacco (finding),ambulatory 66,2016-09-01,,Urine smell ammoniacal (finding), 66,2016-09-01,,Urine nitrite negative (finding), 66,2016-09-01,,Urine leukocyte test negative (finding), @@ -1414,12 +9254,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2016-09-01,,Finding of bilirubin in urine (finding), 66,2016-09-01,,Cloudy urine (finding), 66,2016-09-01,,Brown color (qualifier value), +66,2016-09-01,5811-5,, +66,2016-09-01,5811-5,cumulus__missing-or-null, +66,2016-09-01,5804-0,, +66,2016-09-01,5804-0,cumulus__missing-or-null, +66,2016-09-01,5803-2,, +66,2016-09-01,5803-2,cumulus__missing-or-null, 66,2016-09-01,5802-4,, 66,2016-09-01,5802-4,Urine nitrite negative (finding), 66,2016-09-01,5799-2,, 66,2016-09-01,5799-2,Urine leukocyte test negative (finding), +66,2016-09-01,5797-6,, +66,2016-09-01,5797-6,cumulus__missing-or-null, 66,2016-09-01,5794-3,, 66,2016-09-01,5794-3,Urine blood test = negative (finding), +66,2016-09-01,5792-7,, +66,2016-09-01,5792-7,cumulus__missing-or-null, 66,2016-09-01,5778-6,, 66,2016-09-01,5778-6,Brown color (qualifier value), 66,2016-09-01,5770-3,, @@ -1433,92 +9283,194 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 66,2016-09-01,25428-4,, 66,2016-09-01,25428-4,Urine glucose test = ++ (finding), 66,2016-09-01,2514-8,, +66,2016-09-01,20505-4,, +66,2016-09-01,20505-4,cumulus__missing-or-null, 66,2016-09-01,20454-5,, -65,2022-03-01,,Urine smell ammoniacal (finding),AMB -65,2022-03-01,,Urine nitrite negative (finding),AMB -65,2022-03-01,,Urine leukocyte test negative (finding),AMB -65,2022-03-01,,Urine glucose test = ++ (finding),AMB -65,2022-03-01,,Urine blood test = negative (finding),AMB -65,2022-03-01,,Translucent (qualifier value),AMB -65,2022-03-01,,Finding of bilirubin in urine (finding),AMB -65,2022-03-01,,Cloudy urine (finding),AMB -65,2022-03-01,,Brown color (qualifier value),AMB -65,2022-03-01,5802-4,,AMB -65,2022-03-01,5802-4,Urine nitrite negative (finding),AMB -65,2022-03-01,5799-2,,AMB -65,2022-03-01,5799-2,Urine leukocyte test negative (finding),AMB -65,2022-03-01,5794-3,,AMB -65,2022-03-01,5794-3,Urine blood test = negative (finding),AMB -65,2022-03-01,5778-6,,AMB -65,2022-03-01,5778-6,Brown color (qualifier value),AMB -65,2022-03-01,5770-3,,AMB -65,2022-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -65,2022-03-01,5767-9,,AMB -65,2022-03-01,5767-9,Cloudy urine (finding),AMB -65,2022-03-01,34533-0,,AMB -65,2022-03-01,34533-0,Urine smell ammoniacal (finding),AMB -65,2022-03-01,32167-9,,AMB -65,2022-03-01,32167-9,Translucent (qualifier value),AMB -65,2022-03-01,25428-4,,AMB -65,2022-03-01,25428-4,Urine glucose test = ++ (finding),AMB -65,2022-03-01,2514-8,,AMB -65,2022-03-01,20454-5,,AMB -65,2021-09-01,,Urine smell ammoniacal (finding),AMB -65,2021-09-01,,Urine nitrite negative (finding),AMB -65,2021-09-01,,Urine leukocyte test negative (finding),AMB -65,2021-09-01,,Urine glucose test = ++ (finding),AMB -65,2021-09-01,,Urine blood test = negative (finding),AMB -65,2021-09-01,,Translucent (qualifier value),AMB -65,2021-09-01,,Finding of bilirubin in urine (finding),AMB -65,2021-09-01,,Cloudy urine (finding),AMB -65,2021-09-01,,Brown color (qualifier value),AMB -65,2021-09-01,5802-4,,AMB -65,2021-09-01,5802-4,Urine nitrite negative (finding),AMB -65,2021-09-01,5799-2,,AMB -65,2021-09-01,5799-2,Urine leukocyte test negative (finding),AMB -65,2021-09-01,5794-3,,AMB -65,2021-09-01,5794-3,Urine blood test = negative (finding),AMB -65,2021-09-01,5778-6,,AMB -65,2021-09-01,5778-6,Brown color (qualifier value),AMB -65,2021-09-01,5770-3,,AMB -65,2021-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -65,2021-09-01,5767-9,,AMB -65,2021-09-01,5767-9,Cloudy urine (finding),AMB -65,2021-09-01,32167-9,,AMB -65,2021-09-01,32167-9,Translucent (qualifier value),AMB -65,2021-09-01,25428-4,,AMB -65,2021-09-01,25428-4,Urine glucose test = ++ (finding),AMB -65,2021-09-01,2514-8,,AMB -65,2021-09-01,20454-5,,AMB -65,2020-10-01,,Urine smell ammoniacal (finding),AMB -65,2020-10-01,,Urine nitrite negative (finding),AMB -65,2020-10-01,,Urine leukocyte test negative (finding),AMB -65,2020-10-01,,Urine glucose test = ++ (finding),AMB -65,2020-10-01,,Urine blood test = negative (finding),AMB -65,2020-10-01,,Translucent (qualifier value),AMB -65,2020-10-01,,Finding of bilirubin in urine (finding),AMB -65,2020-10-01,,Cloudy urine (finding),AMB -65,2020-10-01,,Brown color (qualifier value),AMB -65,2020-10-01,5802-4,,AMB -65,2020-10-01,5802-4,Urine nitrite negative (finding),AMB -65,2020-10-01,5799-2,,AMB -65,2020-10-01,5799-2,Urine leukocyte test negative (finding),AMB -65,2020-10-01,5794-3,,AMB -65,2020-10-01,5794-3,Urine blood test = negative (finding),AMB -65,2020-10-01,5778-6,,AMB -65,2020-10-01,5778-6,Brown color (qualifier value),AMB -65,2020-10-01,5770-3,,AMB -65,2020-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -65,2020-10-01,5767-9,,AMB -65,2020-10-01,5767-9,Cloudy urine (finding),AMB -65,2020-10-01,34533-0,,AMB -65,2020-10-01,34533-0,Urine smell ammoniacal (finding),AMB -65,2020-10-01,32167-9,,AMB -65,2020-10-01,32167-9,Translucent (qualifier value),AMB -65,2020-10-01,25428-4,,AMB -65,2020-10-01,25428-4,Urine glucose test = ++ (finding),AMB -65,2020-10-01,2514-8,,AMB -65,2020-10-01,20454-5,,AMB +66,2016-06-01,33914-3,,ambulatory +66,2016-06-01,33914-3,cumulus__missing-or-null,ambulatory +65,2022-06-01,5811-5,, +65,2022-06-01,5811-5,cumulus__missing-or-null, +65,2022-06-01,5803-2,, +65,2022-06-01,5803-2,cumulus__missing-or-null, +65,2022-06-01,5802-4,, +65,2022-06-01,5799-2,, +65,2022-06-01,5794-3,, +65,2022-06-01,5770-3,, +65,2022-06-01,25428-4,, +65,2022-06-01,2514-8,, +65,2022-06-01,20454-5,, +65,2022-04-01,5767-9,, +65,2022-03-01,,Urine smell ammoniacal (finding),ambulatory +65,2022-03-01,,Urine nitrite negative (finding),ambulatory +65,2022-03-01,,Urine leukocyte test negative (finding),ambulatory +65,2022-03-01,,Urine glucose test = ++ (finding),ambulatory +65,2022-03-01,,Urine blood test = negative (finding),ambulatory +65,2022-03-01,,Translucent (qualifier value),ambulatory +65,2022-03-01,,Finding of bilirubin in urine (finding),ambulatory +65,2022-03-01,,Cloudy urine (finding),ambulatory +65,2022-03-01,,Brown color (qualifier value),ambulatory +65,2022-03-01,5811-5,,ambulatory +65,2022-03-01,5811-5,cumulus__missing-or-null,ambulatory +65,2022-03-01,5804-0,,ambulatory +65,2022-03-01,5804-0,cumulus__missing-or-null,ambulatory +65,2022-03-01,5803-2,,ambulatory +65,2022-03-01,5803-2,cumulus__missing-or-null,ambulatory +65,2022-03-01,5802-4,,ambulatory +65,2022-03-01,5802-4,Urine nitrite negative (finding),ambulatory +65,2022-03-01,5799-2,,ambulatory +65,2022-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +65,2022-03-01,5797-6,,ambulatory +65,2022-03-01,5797-6,cumulus__missing-or-null,ambulatory +65,2022-03-01,5794-3,,ambulatory +65,2022-03-01,5794-3,Urine blood test = negative (finding),ambulatory +65,2022-03-01,5792-7,,ambulatory +65,2022-03-01,5792-7,cumulus__missing-or-null,ambulatory +65,2022-03-01,5778-6,,ambulatory +65,2022-03-01,5778-6,Brown color (qualifier value),ambulatory +65,2022-03-01,5770-3,,ambulatory +65,2022-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +65,2022-03-01,5767-9,,ambulatory +65,2022-03-01,5767-9,Cloudy urine (finding),ambulatory +65,2022-03-01,34533-0,,ambulatory +65,2022-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +65,2022-03-01,32167-9,,ambulatory +65,2022-03-01,32167-9,Translucent (qualifier value),ambulatory +65,2022-03-01,25428-4,,ambulatory +65,2022-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +65,2022-03-01,2514-8,,ambulatory +65,2022-03-01,20505-4,,ambulatory +65,2022-03-01,20505-4,cumulus__missing-or-null,ambulatory +65,2022-03-01,20454-5,,ambulatory +65,2022-02-01,55758-7,, +65,2022-02-01,55758-7,cumulus__missing-or-null, +65,2021-12-01,5811-5,,ambulatory +65,2021-12-01,5811-5,cumulus__missing-or-null,ambulatory +65,2021-12-01,5803-2,,ambulatory +65,2021-12-01,5803-2,cumulus__missing-or-null,ambulatory +65,2021-12-01,5802-4,,ambulatory +65,2021-12-01,5799-2,,ambulatory +65,2021-12-01,5794-3,,ambulatory +65,2021-12-01,5770-3,,ambulatory +65,2021-12-01,25428-4,,ambulatory +65,2021-12-01,2514-8,,ambulatory +65,2021-12-01,20454-5,,ambulatory +65,2021-09-01,,Urine smell ammoniacal (finding),ambulatory +65,2021-09-01,,Urine nitrite negative (finding),ambulatory +65,2021-09-01,,Urine leukocyte test negative (finding),ambulatory +65,2021-09-01,,Urine glucose test = ++ (finding),ambulatory +65,2021-09-01,,Urine blood test = negative (finding),ambulatory +65,2021-09-01,,Translucent (qualifier value),ambulatory +65,2021-09-01,,Finding of bilirubin in urine (finding),ambulatory +65,2021-09-01,,Cloudy urine (finding),ambulatory +65,2021-09-01,,Brown color (qualifier value),ambulatory +65,2021-09-01,5811-5,,ambulatory +65,2021-09-01,5811-5,cumulus__missing-or-null,ambulatory +65,2021-09-01,5804-0,,ambulatory +65,2021-09-01,5804-0,cumulus__missing-or-null,ambulatory +65,2021-09-01,5803-2,,ambulatory +65,2021-09-01,5803-2,cumulus__missing-or-null,ambulatory +65,2021-09-01,5802-4,,ambulatory +65,2021-09-01,5802-4,Urine nitrite negative (finding),ambulatory +65,2021-09-01,5799-2,,ambulatory +65,2021-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +65,2021-09-01,5797-6,,ambulatory +65,2021-09-01,5797-6,cumulus__missing-or-null,ambulatory +65,2021-09-01,5794-3,,ambulatory +65,2021-09-01,5794-3,Urine blood test = negative (finding),ambulatory +65,2021-09-01,5792-7,,ambulatory +65,2021-09-01,5792-7,cumulus__missing-or-null,ambulatory +65,2021-09-01,5778-6,,ambulatory +65,2021-09-01,5778-6,Brown color (qualifier value),ambulatory +65,2021-09-01,5770-3,,ambulatory +65,2021-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +65,2021-09-01,5767-9,Cloudy urine (finding),ambulatory +65,2021-09-01,32167-9,,ambulatory +65,2021-09-01,32167-9,Translucent (qualifier value),ambulatory +65,2021-09-01,25428-4,,ambulatory +65,2021-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +65,2021-09-01,2514-8,,ambulatory +65,2021-09-01,20505-4,,ambulatory +65,2021-09-01,20505-4,cumulus__missing-or-null,ambulatory +65,2021-09-01,20454-5,,ambulatory +65,2021-08-01,55758-7,,ambulatory +65,2021-08-01,55758-7,cumulus__missing-or-null,ambulatory +65,2021-04-01,5811-5,,ambulatory +65,2021-04-01,5811-5,cumulus__missing-or-null,ambulatory +65,2021-04-01,5803-2,,ambulatory +65,2021-04-01,5803-2,cumulus__missing-or-null,ambulatory +65,2021-04-01,5802-4,,ambulatory +65,2021-04-01,5799-2,,ambulatory +65,2021-04-01,5794-3,,ambulatory +65,2021-04-01,5770-3,,ambulatory +65,2021-04-01,25428-4,,ambulatory +65,2021-04-01,2514-8,,ambulatory +65,2021-04-01,20454-5,,ambulatory +65,2021-01-01,5811-5,, +65,2021-01-01,5811-5,cumulus__missing-or-null, +65,2021-01-01,5803-2,, +65,2021-01-01,5803-2,cumulus__missing-or-null, +65,2021-01-01,5802-4,, +65,2021-01-01,5799-2,, +65,2021-01-01,5794-3,, +65,2021-01-01,5770-3,, +65,2021-01-01,25428-4,, +65,2021-01-01,2514-8,, +65,2021-01-01,20454-5,, +65,2020-12-01,5811-5,,ambulatory +65,2020-12-01,5811-5,cumulus__missing-or-null,ambulatory +65,2020-12-01,5803-2,,ambulatory +65,2020-12-01,5803-2,cumulus__missing-or-null,ambulatory +65,2020-12-01,5802-4,,ambulatory +65,2020-12-01,5799-2,,ambulatory +65,2020-12-01,5794-3,,ambulatory +65,2020-12-01,5770-3,,ambulatory +65,2020-12-01,5767-9,, +65,2020-12-01,4548-4,, +65,2020-12-01,4548-4,cumulus__missing-or-null, +65,2020-12-01,25428-4,,ambulatory +65,2020-12-01,2514-8,,ambulatory +65,2020-12-01,20454-5,,ambulatory +65,2020-10-01,,Urine smell ammoniacal (finding),ambulatory +65,2020-10-01,,Urine nitrite negative (finding),ambulatory +65,2020-10-01,,Urine leukocyte test negative (finding),ambulatory +65,2020-10-01,,Urine glucose test = ++ (finding),ambulatory +65,2020-10-01,,Urine blood test = negative (finding),ambulatory +65,2020-10-01,,Translucent (qualifier value),ambulatory +65,2020-10-01,,Finding of bilirubin in urine (finding),ambulatory +65,2020-10-01,,Cloudy urine (finding),ambulatory +65,2020-10-01,,Brown color (qualifier value),ambulatory +65,2020-10-01,5811-5,,ambulatory +65,2020-10-01,5811-5,cumulus__missing-or-null,ambulatory +65,2020-10-01,5804-0,,ambulatory +65,2020-10-01,5804-0,cumulus__missing-or-null,ambulatory +65,2020-10-01,5803-2,,ambulatory +65,2020-10-01,5803-2,cumulus__missing-or-null,ambulatory +65,2020-10-01,5802-4,,ambulatory +65,2020-10-01,5802-4,Urine nitrite negative (finding),ambulatory +65,2020-10-01,5799-2,,ambulatory +65,2020-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +65,2020-10-01,5797-6,,ambulatory +65,2020-10-01,5797-6,cumulus__missing-or-null,ambulatory +65,2020-10-01,5794-3,,ambulatory +65,2020-10-01,5794-3,Urine blood test = negative (finding),ambulatory +65,2020-10-01,5792-7,,ambulatory +65,2020-10-01,5792-7,cumulus__missing-or-null,ambulatory +65,2020-10-01,5778-6,,ambulatory +65,2020-10-01,5778-6,Brown color (qualifier value),ambulatory +65,2020-10-01,5770-3,,ambulatory +65,2020-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +65,2020-10-01,5767-9,,ambulatory +65,2020-10-01,5767-9,Cloudy urine (finding),ambulatory +65,2020-10-01,34533-0,,ambulatory +65,2020-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +65,2020-10-01,32167-9,,ambulatory +65,2020-10-01,32167-9,Translucent (qualifier value),ambulatory +65,2020-10-01,25428-4,,ambulatory +65,2020-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +65,2020-10-01,2514-8,,ambulatory +65,2020-10-01,20505-4,,ambulatory +65,2020-10-01,20505-4,cumulus__missing-or-null,ambulatory +65,2020-10-01,20454-5,,ambulatory 65,2020-08-01,,Urine smell ammoniacal (finding), 65,2020-08-01,,Urine nitrite negative (finding), 65,2020-08-01,,Urine leukocyte test negative (finding), @@ -1528,84 +9480,210 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 65,2020-08-01,,Finding of bilirubin in urine (finding), 65,2020-08-01,,Cloudy urine (finding), 65,2020-08-01,,Brown color (qualifier value), -65,2020-08-01,5802-4,, +65,2020-08-01,5804-0,, +65,2020-08-01,5804-0,cumulus__missing-or-null, 65,2020-08-01,5802-4,Urine nitrite negative (finding), -65,2020-08-01,5799-2,, 65,2020-08-01,5799-2,Urine leukocyte test negative (finding), -65,2020-08-01,5794-3,, +65,2020-08-01,5797-6,, +65,2020-08-01,5797-6,cumulus__missing-or-null, 65,2020-08-01,5794-3,Urine blood test = negative (finding), +65,2020-08-01,5792-7,, +65,2020-08-01,5792-7,cumulus__missing-or-null, 65,2020-08-01,5778-6,, 65,2020-08-01,5778-6,Brown color (qualifier value), -65,2020-08-01,5770-3,, 65,2020-08-01,5770-3,Finding of bilirubin in urine (finding), -65,2020-08-01,5767-9,, 65,2020-08-01,5767-9,Cloudy urine (finding), 65,2020-08-01,32167-9,, 65,2020-08-01,32167-9,Translucent (qualifier value), -65,2020-08-01,25428-4,, 65,2020-08-01,25428-4,Urine glucose test = ++ (finding), -65,2020-08-01,2514-8,, -65,2020-08-01,20454-5,, -65,2020-02-01,,Urine smell ammoniacal (finding),AMB -65,2020-02-01,,Urine nitrite negative (finding),AMB -65,2020-02-01,,Urine leukocyte test negative (finding),AMB -65,2020-02-01,,Urine glucose test = ++ (finding),AMB -65,2020-02-01,,Urine blood test = negative (finding),AMB -65,2020-02-01,,Translucent (qualifier value),AMB -65,2020-02-01,,Finding of bilirubin in urine (finding),AMB -65,2020-02-01,,Cloudy urine (finding),AMB -65,2020-02-01,,Brown color (qualifier value),AMB -65,2020-02-01,5802-4,,AMB -65,2020-02-01,5802-4,Urine nitrite negative (finding),AMB -65,2020-02-01,5799-2,,AMB -65,2020-02-01,5799-2,Urine leukocyte test negative (finding),AMB -65,2020-02-01,5794-3,,AMB -65,2020-02-01,5794-3,Urine blood test = negative (finding),AMB -65,2020-02-01,5778-6,,AMB -65,2020-02-01,5778-6,Brown color (qualifier value),AMB -65,2020-02-01,5770-3,,AMB -65,2020-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -65,2020-02-01,5767-9,,AMB -65,2020-02-01,5767-9,Cloudy urine (finding),AMB -65,2020-02-01,34533-0,,AMB -65,2020-02-01,34533-0,Urine smell ammoniacal (finding),AMB -65,2020-02-01,32167-9,,AMB -65,2020-02-01,32167-9,Translucent (qualifier value),AMB -65,2020-02-01,25428-4,,AMB -65,2020-02-01,25428-4,Urine glucose test = ++ (finding),AMB -65,2020-02-01,2514-8,,AMB -65,2020-02-01,20454-5,,AMB -65,2019-04-01,,Urine smell ammoniacal (finding),AMB -65,2019-04-01,,Urine nitrite negative (finding),AMB -65,2019-04-01,,Urine leukocyte test negative (finding),AMB -65,2019-04-01,,Urine glucose test = ++ (finding),AMB -65,2019-04-01,,Urine blood test = negative (finding),AMB -65,2019-04-01,,Translucent (qualifier value),AMB -65,2019-04-01,,Finding of bilirubin in urine (finding),AMB -65,2019-04-01,,Cloudy urine (finding),AMB -65,2019-04-01,,Brown color (qualifier value),AMB -65,2019-04-01,5802-4,,AMB -65,2019-04-01,5802-4,Urine nitrite negative (finding),AMB -65,2019-04-01,5799-2,,AMB -65,2019-04-01,5799-2,Urine leukocyte test negative (finding),AMB -65,2019-04-01,5794-3,,AMB -65,2019-04-01,5794-3,Urine blood test = negative (finding),AMB -65,2019-04-01,5778-6,,AMB -65,2019-04-01,5778-6,Brown color (qualifier value),AMB -65,2019-04-01,5770-3,,AMB -65,2019-04-01,5770-3,Finding of bilirubin in urine (finding),AMB -65,2019-04-01,5767-9,,AMB -65,2019-04-01,5767-9,Cloudy urine (finding),AMB -65,2019-04-01,34533-0,,AMB -65,2019-04-01,34533-0,Urine smell ammoniacal (finding),AMB -65,2019-04-01,32167-9,,AMB -65,2019-04-01,32167-9,Translucent (qualifier value),AMB -65,2019-04-01,25428-4,,AMB -65,2019-04-01,25428-4,Urine glucose test = ++ (finding),AMB -65,2019-04-01,2514-8,,AMB -65,2019-04-01,20454-5,,AMB -65,2017-10-01,34533-0,,AMB -65,2017-10-01,34533-0,Urine smell ammoniacal (finding),AMB +65,2020-08-01,20505-4,, +65,2020-08-01,20505-4,cumulus__missing-or-null, +65,2020-05-01,4548-4,,ambulatory +65,2020-05-01,4548-4,cumulus__missing-or-null,ambulatory +65,2020-02-01,,Urine smell ammoniacal (finding),ambulatory +65,2020-02-01,,Urine nitrite negative (finding),ambulatory +65,2020-02-01,,Urine leukocyte test negative (finding),ambulatory +65,2020-02-01,,Urine glucose test = ++ (finding),ambulatory +65,2020-02-01,,Urine blood test = negative (finding),ambulatory +65,2020-02-01,,Translucent (qualifier value),ambulatory +65,2020-02-01,,Finding of bilirubin in urine (finding),ambulatory +65,2020-02-01,,Cloudy urine (finding),ambulatory +65,2020-02-01,,Brown color (qualifier value),ambulatory +65,2020-02-01,5811-5,,ambulatory +65,2020-02-01,5811-5,cumulus__missing-or-null,ambulatory +65,2020-02-01,5804-0,,ambulatory +65,2020-02-01,5804-0,cumulus__missing-or-null,ambulatory +65,2020-02-01,5803-2,,ambulatory +65,2020-02-01,5803-2,cumulus__missing-or-null,ambulatory +65,2020-02-01,5802-4,,ambulatory +65,2020-02-01,5802-4,Urine nitrite negative (finding),ambulatory +65,2020-02-01,5799-2,,ambulatory +65,2020-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +65,2020-02-01,5797-6,,ambulatory +65,2020-02-01,5797-6,cumulus__missing-or-null,ambulatory +65,2020-02-01,5794-3,,ambulatory +65,2020-02-01,5794-3,Urine blood test = negative (finding),ambulatory +65,2020-02-01,5792-7,,ambulatory +65,2020-02-01,5792-7,cumulus__missing-or-null,ambulatory +65,2020-02-01,5778-6,,ambulatory +65,2020-02-01,5778-6,Brown color (qualifier value),ambulatory +65,2020-02-01,5770-3,,ambulatory +65,2020-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +65,2020-02-01,5767-9,,ambulatory +65,2020-02-01,5767-9,Cloudy urine (finding),ambulatory +65,2020-02-01,34533-0,,ambulatory +65,2020-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +65,2020-02-01,32167-9,,ambulatory +65,2020-02-01,32167-9,Translucent (qualifier value),ambulatory +65,2020-02-01,25428-4,,ambulatory +65,2020-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +65,2020-02-01,2514-8,,ambulatory +65,2020-02-01,20505-4,,ambulatory +65,2020-02-01,20505-4,cumulus__missing-or-null,ambulatory +65,2020-02-01,20454-5,,ambulatory +65,2019-09-01,93025-5,, +65,2019-09-01,93025-5,cumulus__missing-or-null, +65,2019-07-01,55758-7,, +65,2019-07-01,55758-7,cumulus__missing-or-null, +65,2019-07-01,33914-3,, +65,2019-07-01,33914-3,cumulus__missing-or-null, +65,2019-06-01,5811-5,, +65,2019-06-01,5811-5,cumulus__missing-or-null, +65,2019-06-01,5803-2,, +65,2019-06-01,5803-2,cumulus__missing-or-null, +65,2019-06-01,5802-4,, +65,2019-06-01,5799-2,, +65,2019-06-01,5794-3,, +65,2019-06-01,5770-3,, +65,2019-06-01,25428-4,, +65,2019-06-01,2514-8,, +65,2019-06-01,20454-5,, +65,2019-04-01,,Urine smell ammoniacal (finding),ambulatory +65,2019-04-01,,Urine nitrite negative (finding),ambulatory +65,2019-04-01,,Urine leukocyte test negative (finding),ambulatory +65,2019-04-01,,Urine glucose test = ++ (finding),ambulatory +65,2019-04-01,,Urine blood test = negative (finding),ambulatory +65,2019-04-01,,Translucent (qualifier value),ambulatory +65,2019-04-01,,Finding of bilirubin in urine (finding),ambulatory +65,2019-04-01,,Cloudy urine (finding),ambulatory +65,2019-04-01,,Brown color (qualifier value),ambulatory +65,2019-04-01,5811-5,,ambulatory +65,2019-04-01,5811-5,cumulus__missing-or-null,ambulatory +65,2019-04-01,5804-0,,ambulatory +65,2019-04-01,5804-0,cumulus__missing-or-null,ambulatory +65,2019-04-01,5803-2,,ambulatory +65,2019-04-01,5803-2,cumulus__missing-or-null,ambulatory +65,2019-04-01,5802-4,,ambulatory +65,2019-04-01,5802-4,Urine nitrite negative (finding),ambulatory +65,2019-04-01,5799-2,,ambulatory +65,2019-04-01,5799-2,Urine leukocyte test negative (finding),ambulatory +65,2019-04-01,5797-6,,ambulatory +65,2019-04-01,5797-6,cumulus__missing-or-null,ambulatory +65,2019-04-01,5794-3,,ambulatory +65,2019-04-01,5794-3,Urine blood test = negative (finding),ambulatory +65,2019-04-01,5792-7,,ambulatory +65,2019-04-01,5792-7,cumulus__missing-or-null,ambulatory +65,2019-04-01,5778-6,,ambulatory +65,2019-04-01,5778-6,Brown color (qualifier value),ambulatory +65,2019-04-01,5770-3,,ambulatory +65,2019-04-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +65,2019-04-01,5767-9,,ambulatory +65,2019-04-01,5767-9,Cloudy urine (finding),ambulatory +65,2019-04-01,55758-7,,ambulatory +65,2019-04-01,55758-7,cumulus__missing-or-null,ambulatory +65,2019-04-01,34533-0,,ambulatory +65,2019-04-01,34533-0,Urine smell ammoniacal (finding),ambulatory +65,2019-04-01,32167-9,,ambulatory +65,2019-04-01,32167-9,Translucent (qualifier value),ambulatory +65,2019-04-01,25428-4,,ambulatory +65,2019-04-01,25428-4,Urine glucose test = ++ (finding),ambulatory +65,2019-04-01,2514-8,,ambulatory +65,2019-04-01,20505-4,,ambulatory +65,2019-04-01,20505-4,cumulus__missing-or-null,ambulatory +65,2019-04-01,20454-5,,ambulatory +65,2019-02-01,3094-0,,ambulatory +65,2019-02-01,3094-0,cumulus__missing-or-null,ambulatory +65,2019-02-01,2951-2,,ambulatory +65,2019-02-01,2951-2,cumulus__missing-or-null,ambulatory +65,2019-02-01,2823-3,,ambulatory +65,2019-02-01,2823-3,cumulus__missing-or-null,ambulatory +65,2019-02-01,2345-7,,ambulatory +65,2019-02-01,2345-7,cumulus__missing-or-null,ambulatory +65,2019-02-01,2160-0,,ambulatory +65,2019-02-01,2160-0,cumulus__missing-or-null,ambulatory +65,2019-02-01,2075-0,,ambulatory +65,2019-02-01,2075-0,cumulus__missing-or-null,ambulatory +65,2019-02-01,2028-9,,ambulatory +65,2019-02-01,2028-9,cumulus__missing-or-null,ambulatory +65,2019-02-01,17861-6,,ambulatory +65,2019-02-01,17861-6,cumulus__missing-or-null,ambulatory +65,2018-08-01,5811-5,, +65,2018-08-01,5811-5,cumulus__missing-or-null, +65,2018-08-01,5803-2,, +65,2018-08-01,5803-2,cumulus__missing-or-null, +65,2018-08-01,5802-4,, +65,2018-08-01,5799-2,, +65,2018-08-01,5794-3,, +65,2018-08-01,5770-3,, +65,2018-08-01,5767-9,, +65,2018-08-01,25428-4,, +65,2018-08-01,2514-8,, +65,2018-08-01,20454-5,, +65,2018-05-01,5767-9,, +65,2018-04-01,6299-2,,ambulatory +65,2018-04-01,6299-2,cumulus__missing-or-null,ambulatory +65,2018-04-01,6298-4,,ambulatory +65,2018-04-01,6298-4,cumulus__missing-or-null,ambulatory +65,2018-04-01,49765-1,,ambulatory +65,2018-04-01,49765-1,cumulus__missing-or-null,ambulatory +65,2018-04-01,38483-4,,ambulatory +65,2018-04-01,38483-4,cumulus__missing-or-null,ambulatory +65,2018-04-01,2947-0,,ambulatory +65,2018-04-01,2947-0,cumulus__missing-or-null,ambulatory +65,2018-04-01,2339-0,,ambulatory +65,2018-04-01,2339-0,cumulus__missing-or-null,ambulatory +65,2018-04-01,2069-3,,ambulatory +65,2018-04-01,2069-3,cumulus__missing-or-null,ambulatory +65,2018-04-01,20565-8,,ambulatory +65,2018-04-01,20565-8,cumulus__missing-or-null,ambulatory +65,2018-02-01,6299-2,,ambulatory +65,2018-02-01,6299-2,cumulus__missing-or-null,ambulatory +65,2018-02-01,6298-4,,ambulatory +65,2018-02-01,6298-4,cumulus__missing-or-null,ambulatory +65,2018-02-01,49765-1,,ambulatory +65,2018-02-01,49765-1,cumulus__missing-or-null,ambulatory +65,2018-02-01,38483-4,,ambulatory +65,2018-02-01,38483-4,cumulus__missing-or-null,ambulatory +65,2018-02-01,2947-0,,ambulatory +65,2018-02-01,2947-0,cumulus__missing-or-null,ambulatory +65,2018-02-01,2339-0,,ambulatory +65,2018-02-01,2339-0,cumulus__missing-or-null,ambulatory +65,2018-02-01,2069-3,,ambulatory +65,2018-02-01,2069-3,cumulus__missing-or-null,ambulatory +65,2018-02-01,20565-8,,ambulatory +65,2018-02-01,20565-8,cumulus__missing-or-null,ambulatory +65,2017-11-01,,Never smoked tobacco (finding), +65,2017-11-01,72166-2,Never smoked tobacco (finding), +65,2017-11-01,6299-2,, +65,2017-11-01,6299-2,cumulus__missing-or-null, +65,2017-11-01,6298-4,, +65,2017-11-01,6298-4,cumulus__missing-or-null, +65,2017-11-01,49765-1,, +65,2017-11-01,49765-1,cumulus__missing-or-null, +65,2017-11-01,38483-4,, +65,2017-11-01,38483-4,cumulus__missing-or-null, +65,2017-11-01,2947-0,, +65,2017-11-01,2947-0,cumulus__missing-or-null, +65,2017-11-01,2339-0,, +65,2017-11-01,2339-0,cumulus__missing-or-null, +65,2017-11-01,2069-3,, +65,2017-11-01,2069-3,cumulus__missing-or-null, +65,2017-11-01,20565-8,, +65,2017-11-01,20565-8,cumulus__missing-or-null, +65,2017-10-01,34533-0,,ambulatory +65,2017-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +65,2017-09-01,55758-7,, +65,2017-09-01,55758-7,cumulus__missing-or-null, 65,2017-01-01,,Urine smell ammoniacal (finding), 65,2017-01-01,,Urine nitrite negative (finding), 65,2017-01-01,,Urine leukocyte test negative (finding), @@ -1615,12 +9693,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 65,2017-01-01,,Finding of bilirubin in urine (finding), 65,2017-01-01,,Cloudy urine (finding), 65,2017-01-01,,Brown color (qualifier value), +65,2017-01-01,5811-5,, +65,2017-01-01,5811-5,cumulus__missing-or-null, +65,2017-01-01,5804-0,, +65,2017-01-01,5804-0,cumulus__missing-or-null, +65,2017-01-01,5803-2,, +65,2017-01-01,5803-2,cumulus__missing-or-null, 65,2017-01-01,5802-4,, 65,2017-01-01,5802-4,Urine nitrite negative (finding), 65,2017-01-01,5799-2,, 65,2017-01-01,5799-2,Urine leukocyte test negative (finding), +65,2017-01-01,5797-6,, +65,2017-01-01,5797-6,cumulus__missing-or-null, 65,2017-01-01,5794-3,, 65,2017-01-01,5794-3,Urine blood test = negative (finding), +65,2017-01-01,5792-7,, +65,2017-01-01,5792-7,cumulus__missing-or-null, 65,2017-01-01,5778-6,, 65,2017-01-01,5778-6,Brown color (qualifier value), 65,2017-01-01,5770-3,, @@ -1634,7 +9722,36 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 65,2017-01-01,25428-4,, 65,2017-01-01,25428-4,Urine glucose test = ++ (finding), 65,2017-01-01,2514-8,, +65,2017-01-01,20505-4,, +65,2017-01-01,20505-4,cumulus__missing-or-null, 65,2017-01-01,20454-5,, +65,2016-10-01,6299-2,,ambulatory +65,2016-10-01,6299-2,cumulus__missing-or-null,ambulatory +65,2016-10-01,6298-4,,ambulatory +65,2016-10-01,6298-4,cumulus__missing-or-null,ambulatory +65,2016-10-01,5767-9,, +65,2016-10-01,49765-1,,ambulatory +65,2016-10-01,49765-1,cumulus__missing-or-null,ambulatory +65,2016-10-01,38483-4,,ambulatory +65,2016-10-01,38483-4,cumulus__missing-or-null,ambulatory +65,2016-10-01,2947-0,,ambulatory +65,2016-10-01,2947-0,cumulus__missing-or-null,ambulatory +65,2016-10-01,2339-0,,ambulatory +65,2016-10-01,2339-0,cumulus__missing-or-null,ambulatory +65,2016-10-01,2069-3,,ambulatory +65,2016-10-01,2069-3,cumulus__missing-or-null,ambulatory +65,2016-10-01,20565-8,,ambulatory +65,2016-10-01,20565-8,cumulus__missing-or-null,ambulatory +65,2016-06-01,55758-7,,ambulatory +65,2016-06-01,55758-7,cumulus__missing-or-null,ambulatory +64,2023-02-01,55758-7,, +64,2023-02-01,55758-7,cumulus__missing-or-null, +64,2023-02-01,4548-4,,ambulatory +64,2023-02-01,4548-4,cumulus__missing-or-null,ambulatory +64,2023-01-01,55758-7,, +64,2023-01-01,55758-7,cumulus__missing-or-null, +64,2022-11-01,4548-4,,ambulatory +64,2022-11-01,4548-4,cumulus__missing-or-null,ambulatory 64,2022-07-01,,Urine smell ammoniacal (finding), 64,2022-07-01,,Urine nitrite negative (finding), 64,2022-07-01,,Urine leukocyte test negative (finding), @@ -1644,12 +9761,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2022-07-01,,Finding of bilirubin in urine (finding), 64,2022-07-01,,Cloudy urine (finding), 64,2022-07-01,,Brown color (qualifier value), +64,2022-07-01,5811-5,, +64,2022-07-01,5811-5,cumulus__missing-or-null, +64,2022-07-01,5804-0,, +64,2022-07-01,5804-0,cumulus__missing-or-null, +64,2022-07-01,5803-2,, +64,2022-07-01,5803-2,cumulus__missing-or-null, 64,2022-07-01,5802-4,, 64,2022-07-01,5802-4,Urine nitrite negative (finding), 64,2022-07-01,5799-2,, 64,2022-07-01,5799-2,Urine leukocyte test negative (finding), +64,2022-07-01,5797-6,, +64,2022-07-01,5797-6,cumulus__missing-or-null, 64,2022-07-01,5794-3,, 64,2022-07-01,5794-3,Urine blood test = negative (finding), +64,2022-07-01,5792-7,, +64,2022-07-01,5792-7,cumulus__missing-or-null, 64,2022-07-01,5778-6,, 64,2022-07-01,5778-6,Brown color (qualifier value), 64,2022-07-01,5770-3,, @@ -1663,6 +9790,8 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2022-07-01,25428-4,, 64,2022-07-01,25428-4,Urine glucose test = ++ (finding), 64,2022-07-01,2514-8,, +64,2022-07-01,20505-4,, +64,2022-07-01,20505-4,cumulus__missing-or-null, 64,2022-07-01,20454-5,, 64,2022-06-01,,Urine smell ammoniacal (finding), 64,2022-06-01,,Urine nitrite negative (finding), @@ -1673,15 +9802,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2022-06-01,,Finding of bilirubin in urine (finding), 64,2022-06-01,,Cloudy urine (finding), 64,2022-06-01,,Brown color (qualifier value), -64,2022-06-01,5802-4,, +64,2022-06-01,5804-0,, +64,2022-06-01,5804-0,cumulus__missing-or-null, 64,2022-06-01,5802-4,Urine nitrite negative (finding), -64,2022-06-01,5799-2,, 64,2022-06-01,5799-2,Urine leukocyte test negative (finding), -64,2022-06-01,5794-3,, +64,2022-06-01,5797-6,, +64,2022-06-01,5797-6,cumulus__missing-or-null, 64,2022-06-01,5794-3,Urine blood test = negative (finding), +64,2022-06-01,5792-7,, +64,2022-06-01,5792-7,cumulus__missing-or-null, 64,2022-06-01,5778-6,, 64,2022-06-01,5778-6,Brown color (qualifier value), -64,2022-06-01,5770-3,, 64,2022-06-01,5770-3,Finding of bilirubin in urine (finding), 64,2022-06-01,5767-9,, 64,2022-06-01,5767-9,Cloudy urine (finding), @@ -1689,37 +9820,36 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2022-06-01,34533-0,Urine smell ammoniacal (finding), 64,2022-06-01,32167-9,, 64,2022-06-01,32167-9,Translucent (qualifier value), -64,2022-06-01,25428-4,, 64,2022-06-01,25428-4,Urine glucose test = ++ (finding), -64,2022-06-01,2514-8,, -64,2022-06-01,20454-5,, -64,2022-05-01,,Urine smell ammoniacal (finding),AMB -64,2022-05-01,,Urine nitrite negative (finding),AMB -64,2022-05-01,,Urine leukocyte test negative (finding),AMB -64,2022-05-01,,Urine glucose test = ++ (finding),AMB -64,2022-05-01,,Urine blood test = negative (finding),AMB -64,2022-05-01,,Translucent (qualifier value),AMB -64,2022-05-01,,Finding of bilirubin in urine (finding),AMB -64,2022-05-01,,Cloudy urine (finding),AMB -64,2022-05-01,,Brown color (qualifier value),AMB -64,2022-05-01,5802-4,,AMB -64,2022-05-01,5802-4,Urine nitrite negative (finding),AMB -64,2022-05-01,5799-2,,AMB -64,2022-05-01,5799-2,Urine leukocyte test negative (finding),AMB -64,2022-05-01,5794-3,,AMB -64,2022-05-01,5794-3,Urine blood test = negative (finding),AMB -64,2022-05-01,5778-6,,AMB -64,2022-05-01,5778-6,Brown color (qualifier value),AMB -64,2022-05-01,5770-3,,AMB -64,2022-05-01,5770-3,Finding of bilirubin in urine (finding),AMB -64,2022-05-01,5767-9,,AMB -64,2022-05-01,5767-9,Cloudy urine (finding),AMB -64,2022-05-01,32167-9,,AMB -64,2022-05-01,32167-9,Translucent (qualifier value),AMB -64,2022-05-01,25428-4,,AMB -64,2022-05-01,25428-4,Urine glucose test = ++ (finding),AMB -64,2022-05-01,2514-8,,AMB -64,2022-05-01,20454-5,,AMB +64,2022-06-01,20505-4,, +64,2022-06-01,20505-4,cumulus__missing-or-null, +64,2022-05-01,,Urine smell ammoniacal (finding),ambulatory +64,2022-05-01,,Urine nitrite negative (finding),ambulatory +64,2022-05-01,,Urine leukocyte test negative (finding),ambulatory +64,2022-05-01,,Urine glucose test = ++ (finding),ambulatory +64,2022-05-01,,Urine blood test = negative (finding),ambulatory +64,2022-05-01,,Translucent (qualifier value),ambulatory +64,2022-05-01,,Finding of bilirubin in urine (finding),ambulatory +64,2022-05-01,,Cloudy urine (finding),ambulatory +64,2022-05-01,,Brown color (qualifier value),ambulatory +64,2022-05-01,5804-0,,ambulatory +64,2022-05-01,5804-0,cumulus__missing-or-null,ambulatory +64,2022-05-01,5802-4,Urine nitrite negative (finding),ambulatory +64,2022-05-01,5799-2,Urine leukocyte test negative (finding),ambulatory +64,2022-05-01,5797-6,,ambulatory +64,2022-05-01,5797-6,cumulus__missing-or-null,ambulatory +64,2022-05-01,5794-3,Urine blood test = negative (finding),ambulatory +64,2022-05-01,5792-7,,ambulatory +64,2022-05-01,5792-7,cumulus__missing-or-null,ambulatory +64,2022-05-01,5778-6,,ambulatory +64,2022-05-01,5778-6,Brown color (qualifier value),ambulatory +64,2022-05-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +64,2022-05-01,5767-9,Cloudy urine (finding),ambulatory +64,2022-05-01,32167-9,,ambulatory +64,2022-05-01,32167-9,Translucent (qualifier value),ambulatory +64,2022-05-01,25428-4,Urine glucose test = ++ (finding),ambulatory +64,2022-05-01,20505-4,,ambulatory +64,2022-05-01,20505-4,cumulus__missing-or-null,ambulatory 64,2022-04-01,,Urine smell ammoniacal (finding), 64,2022-04-01,,Urine nitrite negative (finding), 64,2022-04-01,,Urine leukocyte test negative (finding), @@ -1729,84 +9859,139 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2022-04-01,,Finding of bilirubin in urine (finding), 64,2022-04-01,,Cloudy urine (finding), 64,2022-04-01,,Brown color (qualifier value), -64,2022-04-01,5802-4,, +64,2022-04-01,5804-0,, +64,2022-04-01,5804-0,cumulus__missing-or-null, 64,2022-04-01,5802-4,Urine nitrite negative (finding), -64,2022-04-01,5799-2,, 64,2022-04-01,5799-2,Urine leukocyte test negative (finding), -64,2022-04-01,5794-3,, +64,2022-04-01,5797-6,, +64,2022-04-01,5797-6,cumulus__missing-or-null, 64,2022-04-01,5794-3,Urine blood test = negative (finding), +64,2022-04-01,5792-7,, +64,2022-04-01,5792-7,cumulus__missing-or-null, 64,2022-04-01,5778-6,, 64,2022-04-01,5778-6,Brown color (qualifier value), -64,2022-04-01,5770-3,, 64,2022-04-01,5770-3,Finding of bilirubin in urine (finding), -64,2022-04-01,5767-9,, 64,2022-04-01,5767-9,Cloudy urine (finding), +64,2022-04-01,4548-4,,ambulatory +64,2022-04-01,4548-4,cumulus__missing-or-null,ambulatory 64,2022-04-01,32167-9,, 64,2022-04-01,32167-9,Translucent (qualifier value), -64,2022-04-01,25428-4,, 64,2022-04-01,25428-4,Urine glucose test = ++ (finding), -64,2022-04-01,2514-8,, -64,2022-04-01,20454-5,, +64,2022-04-01,20505-4,, +64,2022-04-01,20505-4,cumulus__missing-or-null, +64,2022-02-01,55758-7,,ambulatory +64,2022-02-01,55758-7,cumulus__missing-or-null,ambulatory +64,2021-11-01,5811-5,,ambulatory +64,2021-11-01,5811-5,cumulus__missing-or-null,ambulatory +64,2021-11-01,5803-2,,ambulatory +64,2021-11-01,5803-2,cumulus__missing-or-null,ambulatory +64,2021-11-01,5802-4,,ambulatory +64,2021-11-01,5799-2,,ambulatory +64,2021-11-01,5794-3,,ambulatory +64,2021-11-01,5770-3,,ambulatory 64,2021-11-01,34533-0,, 64,2021-11-01,34533-0,Urine smell ammoniacal (finding), -64,2021-07-01,,Urine smell ammoniacal (finding),AMB -64,2021-07-01,,Urine nitrite negative (finding),AMB -64,2021-07-01,,Urine leukocyte test negative (finding),AMB -64,2021-07-01,,Urine glucose test = ++ (finding),AMB -64,2021-07-01,,Urine blood test = negative (finding),AMB -64,2021-07-01,,Translucent (qualifier value),AMB -64,2021-07-01,,Finding of bilirubin in urine (finding),AMB -64,2021-07-01,,Cloudy urine (finding),AMB -64,2021-07-01,,Brown color (qualifier value),AMB -64,2021-07-01,5802-4,,AMB -64,2021-07-01,5802-4,Urine nitrite negative (finding),AMB -64,2021-07-01,5799-2,,AMB -64,2021-07-01,5799-2,Urine leukocyte test negative (finding),AMB -64,2021-07-01,5794-3,,AMB -64,2021-07-01,5794-3,Urine blood test = negative (finding),AMB -64,2021-07-01,5778-6,,AMB -64,2021-07-01,5778-6,Brown color (qualifier value),AMB -64,2021-07-01,5770-3,,AMB -64,2021-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -64,2021-07-01,5767-9,,AMB -64,2021-07-01,5767-9,Cloudy urine (finding),AMB -64,2021-07-01,34533-0,,AMB -64,2021-07-01,34533-0,Urine smell ammoniacal (finding),AMB -64,2021-07-01,32167-9,,AMB -64,2021-07-01,32167-9,Translucent (qualifier value),AMB -64,2021-07-01,25428-4,,AMB -64,2021-07-01,25428-4,Urine glucose test = ++ (finding),AMB -64,2021-07-01,2514-8,,AMB -64,2021-07-01,20454-5,,AMB -64,2021-06-01,,Urine smell ammoniacal (finding),AMB -64,2021-06-01,,Urine nitrite negative (finding),AMB -64,2021-06-01,,Urine leukocyte test negative (finding),AMB -64,2021-06-01,,Urine glucose test = ++ (finding),AMB -64,2021-06-01,,Urine blood test = negative (finding),AMB -64,2021-06-01,,Translucent (qualifier value),AMB -64,2021-06-01,,Finding of bilirubin in urine (finding),AMB -64,2021-06-01,,Cloudy urine (finding),AMB -64,2021-06-01,,Brown color (qualifier value),AMB -64,2021-06-01,5802-4,,AMB -64,2021-06-01,5802-4,Urine nitrite negative (finding),AMB -64,2021-06-01,5799-2,,AMB -64,2021-06-01,5799-2,Urine leukocyte test negative (finding),AMB -64,2021-06-01,5794-3,,AMB -64,2021-06-01,5794-3,Urine blood test = negative (finding),AMB -64,2021-06-01,5778-6,,AMB -64,2021-06-01,5778-6,Brown color (qualifier value),AMB -64,2021-06-01,5770-3,,AMB -64,2021-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -64,2021-06-01,5767-9,,AMB -64,2021-06-01,5767-9,Cloudy urine (finding),AMB -64,2021-06-01,34533-0,,AMB -64,2021-06-01,34533-0,Urine smell ammoniacal (finding),AMB -64,2021-06-01,32167-9,,AMB -64,2021-06-01,32167-9,Translucent (qualifier value),AMB -64,2021-06-01,25428-4,,AMB -64,2021-06-01,25428-4,Urine glucose test = ++ (finding),AMB -64,2021-06-01,2514-8,,AMB -64,2021-06-01,20454-5,,AMB +64,2021-11-01,25428-4,,ambulatory +64,2021-11-01,2514-8,,ambulatory +64,2021-11-01,20454-5,,ambulatory +64,2021-09-01,3094-0,, +64,2021-09-01,3094-0,cumulus__missing-or-null, +64,2021-09-01,2951-2,, +64,2021-09-01,2951-2,cumulus__missing-or-null, +64,2021-09-01,2823-3,, +64,2021-09-01,2823-3,cumulus__missing-or-null, +64,2021-09-01,2345-7,, +64,2021-09-01,2345-7,cumulus__missing-or-null, +64,2021-09-01,2160-0,, +64,2021-09-01,2160-0,cumulus__missing-or-null, +64,2021-09-01,2075-0,, +64,2021-09-01,2075-0,cumulus__missing-or-null, +64,2021-09-01,2028-9,, +64,2021-09-01,2028-9,cumulus__missing-or-null, +64,2021-09-01,17861-6,, +64,2021-09-01,17861-6,cumulus__missing-or-null, +64,2021-07-01,,Urine smell ammoniacal (finding),ambulatory +64,2021-07-01,,Urine nitrite negative (finding),ambulatory +64,2021-07-01,,Urine leukocyte test negative (finding),ambulatory +64,2021-07-01,,Urine glucose test = ++ (finding),ambulatory +64,2021-07-01,,Urine blood test = negative (finding),ambulatory +64,2021-07-01,,Translucent (qualifier value),ambulatory +64,2021-07-01,,Finding of bilirubin in urine (finding),ambulatory +64,2021-07-01,,Cloudy urine (finding),ambulatory +64,2021-07-01,,Brown color (qualifier value),ambulatory +64,2021-07-01,5811-5,,ambulatory +64,2021-07-01,5811-5,cumulus__missing-or-null,ambulatory +64,2021-07-01,5804-0,,ambulatory +64,2021-07-01,5804-0,cumulus__missing-or-null,ambulatory +64,2021-07-01,5803-2,,ambulatory +64,2021-07-01,5803-2,cumulus__missing-or-null,ambulatory +64,2021-07-01,5802-4,,ambulatory +64,2021-07-01,5802-4,Urine nitrite negative (finding),ambulatory +64,2021-07-01,5799-2,,ambulatory +64,2021-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +64,2021-07-01,5797-6,,ambulatory +64,2021-07-01,5797-6,cumulus__missing-or-null,ambulatory +64,2021-07-01,5794-3,,ambulatory +64,2021-07-01,5794-3,Urine blood test = negative (finding),ambulatory +64,2021-07-01,5792-7,,ambulatory +64,2021-07-01,5792-7,cumulus__missing-or-null,ambulatory +64,2021-07-01,5778-6,,ambulatory +64,2021-07-01,5778-6,Brown color (qualifier value),ambulatory +64,2021-07-01,5770-3,,ambulatory +64,2021-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +64,2021-07-01,5767-9,,ambulatory +64,2021-07-01,5767-9,Cloudy urine (finding),ambulatory +64,2021-07-01,34533-0,,ambulatory +64,2021-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +64,2021-07-01,32167-9,,ambulatory +64,2021-07-01,32167-9,Translucent (qualifier value),ambulatory +64,2021-07-01,25428-4,,ambulatory +64,2021-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +64,2021-07-01,2514-8,,ambulatory +64,2021-07-01,20505-4,,ambulatory +64,2021-07-01,20505-4,cumulus__missing-or-null,ambulatory +64,2021-07-01,20454-5,,ambulatory +64,2021-06-01,,Urine smell ammoniacal (finding),ambulatory +64,2021-06-01,,Urine nitrite negative (finding),ambulatory +64,2021-06-01,,Urine leukocyte test negative (finding),ambulatory +64,2021-06-01,,Urine glucose test = ++ (finding),ambulatory +64,2021-06-01,,Urine blood test = negative (finding),ambulatory +64,2021-06-01,,Translucent (qualifier value),ambulatory +64,2021-06-01,,Finding of bilirubin in urine (finding),ambulatory +64,2021-06-01,,Cloudy urine (finding),ambulatory +64,2021-06-01,,Brown color (qualifier value),ambulatory +64,2021-06-01,5811-5,,ambulatory +64,2021-06-01,5811-5,cumulus__missing-or-null,ambulatory +64,2021-06-01,5804-0,,ambulatory +64,2021-06-01,5804-0,cumulus__missing-or-null,ambulatory +64,2021-06-01,5803-2,,ambulatory +64,2021-06-01,5803-2,cumulus__missing-or-null,ambulatory +64,2021-06-01,5802-4,,ambulatory +64,2021-06-01,5802-4,Urine nitrite negative (finding),ambulatory +64,2021-06-01,5799-2,,ambulatory +64,2021-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +64,2021-06-01,5797-6,,ambulatory +64,2021-06-01,5797-6,cumulus__missing-or-null,ambulatory +64,2021-06-01,5794-3,,ambulatory +64,2021-06-01,5794-3,Urine blood test = negative (finding),ambulatory +64,2021-06-01,5792-7,,ambulatory +64,2021-06-01,5792-7,cumulus__missing-or-null,ambulatory +64,2021-06-01,5778-6,,ambulatory +64,2021-06-01,5778-6,Brown color (qualifier value),ambulatory +64,2021-06-01,5770-3,,ambulatory +64,2021-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +64,2021-06-01,5767-9,,ambulatory +64,2021-06-01,5767-9,Cloudy urine (finding),ambulatory +64,2021-06-01,34533-0,,ambulatory +64,2021-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +64,2021-06-01,32167-9,,ambulatory +64,2021-06-01,32167-9,Translucent (qualifier value),ambulatory +64,2021-06-01,25428-4,,ambulatory +64,2021-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +64,2021-06-01,2514-8,,ambulatory +64,2021-06-01,20505-4,,ambulatory +64,2021-06-01,20505-4,cumulus__missing-or-null,ambulatory +64,2021-06-01,20454-5,,ambulatory 64,2021-05-01,,Urine protein test = ++ (finding), 64,2021-05-01,20454-5,Urine protein test = ++ (finding), 64,2021-02-01,,Urine smell ammoniacal (finding), @@ -1818,12 +10003,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2021-02-01,,Finding of bilirubin in urine (finding), 64,2021-02-01,,Cloudy urine (finding), 64,2021-02-01,,Brown color (qualifier value), +64,2021-02-01,5811-5,, +64,2021-02-01,5811-5,cumulus__missing-or-null, +64,2021-02-01,5804-0,, +64,2021-02-01,5804-0,cumulus__missing-or-null, +64,2021-02-01,5803-2,, +64,2021-02-01,5803-2,cumulus__missing-or-null, 64,2021-02-01,5802-4,, 64,2021-02-01,5802-4,Urine nitrite negative (finding), 64,2021-02-01,5799-2,, 64,2021-02-01,5799-2,Urine leukocyte test negative (finding), +64,2021-02-01,5797-6,, +64,2021-02-01,5797-6,cumulus__missing-or-null, 64,2021-02-01,5794-3,, 64,2021-02-01,5794-3,Urine blood test = negative (finding), +64,2021-02-01,5792-7,, +64,2021-02-01,5792-7,cumulus__missing-or-null, 64,2021-02-01,5778-6,, 64,2021-02-01,5778-6,Brown color (qualifier value), 64,2021-02-01,5770-3,, @@ -1837,6 +10032,8 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2021-02-01,25428-4,, 64,2021-02-01,25428-4,Urine glucose test = ++ (finding), 64,2021-02-01,2514-8,, +64,2021-02-01,20505-4,, +64,2021-02-01,20505-4,cumulus__missing-or-null, 64,2021-02-01,20454-5,, 64,2020-12-01,,Urine smell ammoniacal (finding), 64,2020-12-01,,Urine nitrite negative (finding), @@ -1847,55 +10044,126 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2020-12-01,,Finding of bilirubin in urine (finding), 64,2020-12-01,,Cloudy urine (finding), 64,2020-12-01,,Brown color (qualifier value), -64,2020-12-01,5802-4,, +64,2020-12-01,5804-0,, +64,2020-12-01,5804-0,cumulus__missing-or-null, 64,2020-12-01,5802-4,Urine nitrite negative (finding), -64,2020-12-01,5799-2,, 64,2020-12-01,5799-2,Urine leukocyte test negative (finding), -64,2020-12-01,5794-3,, +64,2020-12-01,5797-6,, +64,2020-12-01,5797-6,cumulus__missing-or-null, 64,2020-12-01,5794-3,Urine blood test = negative (finding), +64,2020-12-01,5792-7,, +64,2020-12-01,5792-7,cumulus__missing-or-null, 64,2020-12-01,5778-6,, 64,2020-12-01,5778-6,Brown color (qualifier value), -64,2020-12-01,5770-3,, 64,2020-12-01,5770-3,Finding of bilirubin in urine (finding), -64,2020-12-01,5767-9,, 64,2020-12-01,5767-9,Cloudy urine (finding), 64,2020-12-01,32167-9,, 64,2020-12-01,32167-9,Translucent (qualifier value), -64,2020-12-01,25428-4,, 64,2020-12-01,25428-4,Urine glucose test = ++ (finding), -64,2020-12-01,2514-8,, -64,2020-12-01,20454-5,, +64,2020-12-01,20505-4,, +64,2020-12-01,20505-4,cumulus__missing-or-null, 64,2020-08-01,34533-0,, 64,2020-08-01,34533-0,Urine smell ammoniacal (finding), -64,2020-05-01,,Urine smell ammoniacal (finding),AMB -64,2020-05-01,,Urine nitrite negative (finding),AMB -64,2020-05-01,,Urine leukocyte test negative (finding),AMB -64,2020-05-01,,Urine glucose test = ++ (finding),AMB -64,2020-05-01,,Urine blood test = negative (finding),AMB -64,2020-05-01,,Translucent (qualifier value),AMB -64,2020-05-01,,Finding of bilirubin in urine (finding),AMB -64,2020-05-01,,Cloudy urine (finding),AMB -64,2020-05-01,,Brown color (qualifier value),AMB -64,2020-05-01,5802-4,,AMB -64,2020-05-01,5802-4,Urine nitrite negative (finding),AMB -64,2020-05-01,5799-2,,AMB -64,2020-05-01,5799-2,Urine leukocyte test negative (finding),AMB -64,2020-05-01,5794-3,,AMB -64,2020-05-01,5794-3,Urine blood test = negative (finding),AMB -64,2020-05-01,5778-6,,AMB -64,2020-05-01,5778-6,Brown color (qualifier value),AMB -64,2020-05-01,5770-3,,AMB -64,2020-05-01,5770-3,Finding of bilirubin in urine (finding),AMB -64,2020-05-01,5767-9,,AMB -64,2020-05-01,5767-9,Cloudy urine (finding),AMB -64,2020-05-01,34533-0,,AMB -64,2020-05-01,34533-0,Urine smell ammoniacal (finding),AMB -64,2020-05-01,32167-9,,AMB -64,2020-05-01,32167-9,Translucent (qualifier value),AMB -64,2020-05-01,25428-4,,AMB -64,2020-05-01,25428-4,Urine glucose test = ++ (finding),AMB -64,2020-05-01,2514-8,,AMB -64,2020-05-01,20454-5,,AMB +64,2020-07-01,6299-2,,ambulatory +64,2020-07-01,6299-2,cumulus__missing-or-null,ambulatory +64,2020-07-01,6298-4,,ambulatory +64,2020-07-01,6298-4,cumulus__missing-or-null,ambulatory +64,2020-07-01,55758-7,, +64,2020-07-01,55758-7,cumulus__missing-or-null, +64,2020-07-01,49765-1,,ambulatory +64,2020-07-01,49765-1,cumulus__missing-or-null,ambulatory +64,2020-07-01,38483-4,,ambulatory +64,2020-07-01,38483-4,cumulus__missing-or-null,ambulatory +64,2020-07-01,33914-3,,ambulatory +64,2020-07-01,33914-3,cumulus__missing-or-null,ambulatory +64,2020-07-01,2947-0,,ambulatory +64,2020-07-01,2947-0,cumulus__missing-or-null,ambulatory +64,2020-07-01,2339-0,,ambulatory +64,2020-07-01,2339-0,cumulus__missing-or-null,ambulatory +64,2020-07-01,2069-3,,ambulatory +64,2020-07-01,2069-3,cumulus__missing-or-null,ambulatory +64,2020-07-01,20565-8,,ambulatory +64,2020-07-01,20565-8,cumulus__missing-or-null,ambulatory +64,2020-06-01,5767-9,, +64,2020-05-01,,Urine smell ammoniacal (finding),ambulatory +64,2020-05-01,,Urine nitrite negative (finding),ambulatory +64,2020-05-01,,Urine leukocyte test negative (finding),ambulatory +64,2020-05-01,,Urine glucose test = ++ (finding),ambulatory +64,2020-05-01,,Urine blood test = negative (finding),ambulatory +64,2020-05-01,,Translucent (qualifier value),ambulatory +64,2020-05-01,,Finding of bilirubin in urine (finding),ambulatory +64,2020-05-01,,Cloudy urine (finding),ambulatory +64,2020-05-01,,Brown color (qualifier value),ambulatory +64,2020-05-01,5811-5,,ambulatory +64,2020-05-01,5811-5,cumulus__missing-or-null,ambulatory +64,2020-05-01,5804-0,,ambulatory +64,2020-05-01,5804-0,cumulus__missing-or-null,ambulatory +64,2020-05-01,5803-2,,ambulatory +64,2020-05-01,5803-2,cumulus__missing-or-null,ambulatory +64,2020-05-01,5802-4,,ambulatory +64,2020-05-01,5802-4,Urine nitrite negative (finding),ambulatory +64,2020-05-01,5799-2,,ambulatory +64,2020-05-01,5799-2,Urine leukocyte test negative (finding),ambulatory +64,2020-05-01,5797-6,,ambulatory +64,2020-05-01,5797-6,cumulus__missing-or-null,ambulatory +64,2020-05-01,5794-3,,ambulatory +64,2020-05-01,5794-3,Urine blood test = negative (finding),ambulatory +64,2020-05-01,5792-7,,ambulatory +64,2020-05-01,5792-7,cumulus__missing-or-null,ambulatory +64,2020-05-01,5778-6,,ambulatory +64,2020-05-01,5778-6,Brown color (qualifier value),ambulatory +64,2020-05-01,5770-3,,ambulatory +64,2020-05-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +64,2020-05-01,5767-9,,ambulatory +64,2020-05-01,5767-9,Cloudy urine (finding),ambulatory +64,2020-05-01,34533-0,,ambulatory +64,2020-05-01,34533-0,Urine smell ammoniacal (finding),ambulatory +64,2020-05-01,32167-9,,ambulatory +64,2020-05-01,32167-9,Translucent (qualifier value),ambulatory +64,2020-05-01,25428-4,,ambulatory +64,2020-05-01,25428-4,Urine glucose test = ++ (finding),ambulatory +64,2020-05-01,2514-8,,ambulatory +64,2020-05-01,20505-4,,ambulatory +64,2020-05-01,20505-4,cumulus__missing-or-null,ambulatory +64,2020-05-01,20454-5,,ambulatory +64,2019-11-01,3094-0,, +64,2019-11-01,3094-0,cumulus__missing-or-null, +64,2019-11-01,2951-2,, +64,2019-11-01,2951-2,cumulus__missing-or-null, +64,2019-11-01,2823-3,, +64,2019-11-01,2823-3,cumulus__missing-or-null, +64,2019-11-01,2345-7,, +64,2019-11-01,2345-7,cumulus__missing-or-null, +64,2019-11-01,2160-0,, +64,2019-11-01,2160-0,cumulus__missing-or-null, +64,2019-11-01,2075-0,, +64,2019-11-01,2075-0,cumulus__missing-or-null, +64,2019-11-01,2028-9,, +64,2019-11-01,2028-9,cumulus__missing-or-null, +64,2019-11-01,17861-6,, +64,2019-11-01,17861-6,cumulus__missing-or-null, +64,2019-10-01,6299-2,, +64,2019-10-01,6299-2,cumulus__missing-or-null, +64,2019-10-01,6298-4,, +64,2019-10-01,6298-4,cumulus__missing-or-null, +64,2019-10-01,49765-1,, +64,2019-10-01,49765-1,cumulus__missing-or-null, +64,2019-10-01,38483-4,, +64,2019-10-01,38483-4,cumulus__missing-or-null, +64,2019-10-01,2947-0,, +64,2019-10-01,2947-0,cumulus__missing-or-null, +64,2019-10-01,2339-0,, +64,2019-10-01,2339-0,cumulus__missing-or-null, +64,2019-10-01,2069-3,, +64,2019-10-01,2069-3,cumulus__missing-or-null, +64,2019-10-01,20565-8,, +64,2019-10-01,20565-8,cumulus__missing-or-null, +64,2019-08-01,55758-7,, +64,2019-08-01,55758-7,cumulus__missing-or-null, +64,2019-07-01,55758-7,,ambulatory +64,2019-07-01,55758-7,cumulus__missing-or-null,ambulatory +64,2019-07-01,33914-3,,ambulatory +64,2019-07-01,33914-3,cumulus__missing-or-null,ambulatory 64,2019-06-01,,Urine smell ammoniacal (finding), 64,2019-06-01,,Urine nitrite negative (finding), 64,2019-06-01,,Urine leukocyte test negative (finding), @@ -1905,15 +10173,25 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2019-06-01,,Finding of bilirubin in urine (finding), 64,2019-06-01,,Cloudy urine (finding), 64,2019-06-01,,Brown color (qualifier value), -64,2019-06-01,5802-4,, +64,2019-06-01,5811-5,,ambulatory +64,2019-06-01,5811-5,cumulus__missing-or-null,ambulatory +64,2019-06-01,5804-0,, +64,2019-06-01,5804-0,cumulus__missing-or-null, +64,2019-06-01,5803-2,,ambulatory +64,2019-06-01,5803-2,cumulus__missing-or-null,ambulatory +64,2019-06-01,5802-4,,ambulatory 64,2019-06-01,5802-4,Urine nitrite negative (finding), -64,2019-06-01,5799-2,, +64,2019-06-01,5799-2,,ambulatory 64,2019-06-01,5799-2,Urine leukocyte test negative (finding), -64,2019-06-01,5794-3,, +64,2019-06-01,5797-6,, +64,2019-06-01,5797-6,cumulus__missing-or-null, +64,2019-06-01,5794-3,,ambulatory 64,2019-06-01,5794-3,Urine blood test = negative (finding), +64,2019-06-01,5792-7,, +64,2019-06-01,5792-7,cumulus__missing-or-null, 64,2019-06-01,5778-6,, 64,2019-06-01,5778-6,Brown color (qualifier value), -64,2019-06-01,5770-3,, +64,2019-06-01,5770-3,,ambulatory 64,2019-06-01,5770-3,Finding of bilirubin in urine (finding), 64,2019-06-01,5767-9,, 64,2019-06-01,5767-9,Cloudy urine (finding), @@ -1921,39 +10199,78 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2019-06-01,34533-0,Urine smell ammoniacal (finding), 64,2019-06-01,32167-9,, 64,2019-06-01,32167-9,Translucent (qualifier value), -64,2019-06-01,25428-4,, +64,2019-06-01,25428-4,,ambulatory 64,2019-06-01,25428-4,Urine glucose test = ++ (finding), -64,2019-06-01,2514-8,, -64,2019-06-01,20454-5,, -64,2018-09-01,,Urine smell ammoniacal (finding),AMB -64,2018-09-01,,Urine nitrite negative (finding),AMB -64,2018-09-01,,Urine leukocyte test negative (finding),AMB -64,2018-09-01,,Urine glucose test = ++ (finding),AMB -64,2018-09-01,,Urine blood test = negative (finding),AMB -64,2018-09-01,,Translucent (qualifier value),AMB -64,2018-09-01,,Finding of bilirubin in urine (finding),AMB -64,2018-09-01,,Cloudy urine (finding),AMB -64,2018-09-01,,Brown color (qualifier value),AMB -64,2018-09-01,5802-4,,AMB -64,2018-09-01,5802-4,Urine nitrite negative (finding),AMB -64,2018-09-01,5799-2,,AMB -64,2018-09-01,5799-2,Urine leukocyte test negative (finding),AMB -64,2018-09-01,5794-3,,AMB -64,2018-09-01,5794-3,Urine blood test = negative (finding),AMB -64,2018-09-01,5778-6,,AMB -64,2018-09-01,5778-6,Brown color (qualifier value),AMB -64,2018-09-01,5770-3,,AMB -64,2018-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -64,2018-09-01,5767-9,,AMB -64,2018-09-01,5767-9,Cloudy urine (finding),AMB -64,2018-09-01,34533-0,,AMB -64,2018-09-01,34533-0,Urine smell ammoniacal (finding),AMB -64,2018-09-01,32167-9,,AMB -64,2018-09-01,32167-9,Translucent (qualifier value),AMB -64,2018-09-01,25428-4,,AMB -64,2018-09-01,25428-4,Urine glucose test = ++ (finding),AMB -64,2018-09-01,2514-8,,AMB -64,2018-09-01,20454-5,,AMB +64,2019-06-01,2514-8,,ambulatory +64,2019-06-01,20505-4,, +64,2019-06-01,20505-4,cumulus__missing-or-null, +64,2019-06-01,20454-5,,ambulatory +64,2019-03-01,3094-0,,ambulatory +64,2019-03-01,3094-0,cumulus__missing-or-null,ambulatory +64,2019-03-01,2951-2,,ambulatory +64,2019-03-01,2951-2,cumulus__missing-or-null,ambulatory +64,2019-03-01,2823-3,,ambulatory +64,2019-03-01,2823-3,cumulus__missing-or-null,ambulatory +64,2019-03-01,2345-7,,ambulatory +64,2019-03-01,2345-7,cumulus__missing-or-null,ambulatory +64,2019-03-01,2160-0,,ambulatory +64,2019-03-01,2160-0,cumulus__missing-or-null,ambulatory +64,2019-03-01,2075-0,,ambulatory +64,2019-03-01,2075-0,cumulus__missing-or-null,ambulatory +64,2019-03-01,2028-9,,ambulatory +64,2019-03-01,2028-9,cumulus__missing-or-null,ambulatory +64,2019-03-01,17861-6,,ambulatory +64,2019-03-01,17861-6,cumulus__missing-or-null,ambulatory +64,2018-12-01,55758-7,, +64,2018-12-01,55758-7,cumulus__missing-or-null, +64,2018-11-01,6299-2,, +64,2018-11-01,6299-2,cumulus__missing-or-null, +64,2018-11-01,6298-4,, +64,2018-11-01,6298-4,cumulus__missing-or-null, +64,2018-11-01,49765-1,, +64,2018-11-01,49765-1,cumulus__missing-or-null, +64,2018-11-01,38483-4,, +64,2018-11-01,38483-4,cumulus__missing-or-null, +64,2018-11-01,2947-0,, +64,2018-11-01,2947-0,cumulus__missing-or-null, +64,2018-11-01,2339-0,, +64,2018-11-01,2339-0,cumulus__missing-or-null, +64,2018-11-01,2069-3,, +64,2018-11-01,2069-3,cumulus__missing-or-null, +64,2018-11-01,20565-8,, +64,2018-11-01,20565-8,cumulus__missing-or-null, +64,2018-10-01,4548-4,, +64,2018-10-01,4548-4,cumulus__missing-or-null, +64,2018-09-01,,Urine smell ammoniacal (finding),ambulatory +64,2018-09-01,,Urine nitrite negative (finding),ambulatory +64,2018-09-01,,Urine leukocyte test negative (finding),ambulatory +64,2018-09-01,,Urine glucose test = ++ (finding),ambulatory +64,2018-09-01,,Urine blood test = negative (finding),ambulatory +64,2018-09-01,,Translucent (qualifier value),ambulatory +64,2018-09-01,,Finding of bilirubin in urine (finding),ambulatory +64,2018-09-01,,Cloudy urine (finding),ambulatory +64,2018-09-01,,Brown color (qualifier value),ambulatory +64,2018-09-01,5804-0,,ambulatory +64,2018-09-01,5804-0,cumulus__missing-or-null,ambulatory +64,2018-09-01,5802-4,Urine nitrite negative (finding),ambulatory +64,2018-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +64,2018-09-01,5797-6,,ambulatory +64,2018-09-01,5797-6,cumulus__missing-or-null,ambulatory +64,2018-09-01,5794-3,Urine blood test = negative (finding),ambulatory +64,2018-09-01,5792-7,,ambulatory +64,2018-09-01,5792-7,cumulus__missing-or-null,ambulatory +64,2018-09-01,5778-6,,ambulatory +64,2018-09-01,5778-6,Brown color (qualifier value),ambulatory +64,2018-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +64,2018-09-01,5767-9,,ambulatory +64,2018-09-01,5767-9,Cloudy urine (finding),ambulatory +64,2018-09-01,34533-0,,ambulatory +64,2018-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +64,2018-09-01,32167-9,,ambulatory +64,2018-09-01,32167-9,Translucent (qualifier value),ambulatory +64,2018-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +64,2018-09-01,20505-4,,ambulatory +64,2018-09-01,20505-4,cumulus__missing-or-null,ambulatory 64,2018-08-01,,Urine smell ammoniacal (finding), 64,2018-08-01,,Urine nitrite negative (finding), 64,2018-08-01,,Urine leukocyte test negative (finding), @@ -1963,24 +10280,25 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2018-08-01,,Finding of bilirubin in urine (finding), 64,2018-08-01,,Cloudy urine (finding), 64,2018-08-01,,Brown color (qualifier value), -64,2018-08-01,5802-4,, +64,2018-08-01,5804-0,, +64,2018-08-01,5804-0,cumulus__missing-or-null, 64,2018-08-01,5802-4,Urine nitrite negative (finding), -64,2018-08-01,5799-2,, 64,2018-08-01,5799-2,Urine leukocyte test negative (finding), -64,2018-08-01,5794-3,, +64,2018-08-01,5797-6,, +64,2018-08-01,5797-6,cumulus__missing-or-null, 64,2018-08-01,5794-3,Urine blood test = negative (finding), +64,2018-08-01,5792-7,, +64,2018-08-01,5792-7,cumulus__missing-or-null, 64,2018-08-01,5778-6,, 64,2018-08-01,5778-6,Brown color (qualifier value), -64,2018-08-01,5770-3,, 64,2018-08-01,5770-3,Finding of bilirubin in urine (finding), -64,2018-08-01,5767-9,, 64,2018-08-01,5767-9,Cloudy urine (finding), 64,2018-08-01,32167-9,, 64,2018-08-01,32167-9,Translucent (qualifier value), -64,2018-08-01,25428-4,, 64,2018-08-01,25428-4,Urine glucose test = ++ (finding), -64,2018-08-01,2514-8,, -64,2018-08-01,20454-5,, +64,2018-08-01,20505-4,, +64,2018-08-01,20505-4,cumulus__missing-or-null, +64,2018-04-01,5767-9,, 64,2017-11-01,,Urine smell ammoniacal (finding), 64,2017-11-01,,Urine nitrite negative (finding), 64,2017-11-01,,Urine leukocyte test negative (finding), @@ -1990,12 +10308,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2017-11-01,,Finding of bilirubin in urine (finding), 64,2017-11-01,,Cloudy urine (finding), 64,2017-11-01,,Brown color (qualifier value), +64,2017-11-01,5811-5,, +64,2017-11-01,5811-5,cumulus__missing-or-null, +64,2017-11-01,5804-0,, +64,2017-11-01,5804-0,cumulus__missing-or-null, +64,2017-11-01,5803-2,, +64,2017-11-01,5803-2,cumulus__missing-or-null, 64,2017-11-01,5802-4,, 64,2017-11-01,5802-4,Urine nitrite negative (finding), 64,2017-11-01,5799-2,, 64,2017-11-01,5799-2,Urine leukocyte test negative (finding), +64,2017-11-01,5797-6,, +64,2017-11-01,5797-6,cumulus__missing-or-null, 64,2017-11-01,5794-3,, 64,2017-11-01,5794-3,Urine blood test = negative (finding), +64,2017-11-01,5792-7,, +64,2017-11-01,5792-7,cumulus__missing-or-null, 64,2017-11-01,5778-6,, 64,2017-11-01,5778-6,Brown color (qualifier value), 64,2017-11-01,5770-3,, @@ -2009,7 +10337,13 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2017-11-01,25428-4,, 64,2017-11-01,25428-4,Urine glucose test = ++ (finding), 64,2017-11-01,2514-8,, +64,2017-11-01,20505-4,, +64,2017-11-01,20505-4,cumulus__missing-or-null, 64,2017-11-01,20454-5,, +64,2017-10-01,55758-7,, +64,2017-10-01,55758-7,cumulus__missing-or-null, +64,2017-02-01,55758-7,, +64,2017-02-01,55758-7,cumulus__missing-or-null, 64,2016-10-01,,Urine smell ammoniacal (finding), 64,2016-10-01,,Urine nitrite negative (finding), 64,2016-10-01,,Urine leukocyte test negative (finding), @@ -2019,24 +10353,39 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2016-10-01,,Finding of bilirubin in urine (finding), 64,2016-10-01,,Cloudy urine (finding), 64,2016-10-01,,Brown color (qualifier value), +64,2016-10-01,5811-5,, +64,2016-10-01,5811-5,cumulus__missing-or-null, +64,2016-10-01,5804-0,, +64,2016-10-01,5804-0,cumulus__missing-or-null, +64,2016-10-01,5803-2,, +64,2016-10-01,5803-2,cumulus__missing-or-null, 64,2016-10-01,5802-4,, 64,2016-10-01,5802-4,Urine nitrite negative (finding), 64,2016-10-01,5799-2,, 64,2016-10-01,5799-2,Urine leukocyte test negative (finding), +64,2016-10-01,5797-6,, +64,2016-10-01,5797-6,cumulus__missing-or-null, 64,2016-10-01,5794-3,, 64,2016-10-01,5794-3,Urine blood test = negative (finding), +64,2016-10-01,5792-7,, +64,2016-10-01,5792-7,cumulus__missing-or-null, 64,2016-10-01,5778-6,, 64,2016-10-01,5778-6,Brown color (qualifier value), 64,2016-10-01,5770-3,, 64,2016-10-01,5770-3,Finding of bilirubin in urine (finding), -64,2016-10-01,5767-9,, 64,2016-10-01,5767-9,Cloudy urine (finding), +64,2016-10-01,4548-4,, +64,2016-10-01,4548-4,cumulus__missing-or-null, 64,2016-10-01,32167-9,, 64,2016-10-01,32167-9,Translucent (qualifier value), 64,2016-10-01,25428-4,, 64,2016-10-01,25428-4,Urine glucose test = ++ (finding), 64,2016-10-01,2514-8,, +64,2016-10-01,20505-4,, +64,2016-10-01,20505-4,cumulus__missing-or-null, 64,2016-10-01,20454-5,, +64,2016-09-01,4548-4,,ambulatory +64,2016-09-01,4548-4,cumulus__missing-or-null,ambulatory 64,2016-08-01,,Urine smell ammoniacal (finding), 64,2016-08-01,,Urine nitrite negative (finding), 64,2016-08-01,,Urine leukocyte test negative (finding), @@ -2046,12 +10395,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2016-08-01,,Finding of bilirubin in urine (finding), 64,2016-08-01,,Cloudy urine (finding), 64,2016-08-01,,Brown color (qualifier value), +64,2016-08-01,5811-5,, +64,2016-08-01,5811-5,cumulus__missing-or-null, +64,2016-08-01,5804-0,, +64,2016-08-01,5804-0,cumulus__missing-or-null, +64,2016-08-01,5803-2,, +64,2016-08-01,5803-2,cumulus__missing-or-null, 64,2016-08-01,5802-4,, 64,2016-08-01,5802-4,Urine nitrite negative (finding), 64,2016-08-01,5799-2,, 64,2016-08-01,5799-2,Urine leukocyte test negative (finding), +64,2016-08-01,5797-6,, +64,2016-08-01,5797-6,cumulus__missing-or-null, 64,2016-08-01,5794-3,, 64,2016-08-01,5794-3,Urine blood test = negative (finding), +64,2016-08-01,5792-7,, +64,2016-08-01,5792-7,cumulus__missing-or-null, 64,2016-08-01,5778-6,, 64,2016-08-01,5778-6,Brown color (qualifier value), 64,2016-08-01,5770-3,, @@ -2065,71 +10424,166 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 64,2016-08-01,25428-4,, 64,2016-08-01,25428-4,Urine glucose test = ++ (finding), 64,2016-08-01,2514-8,, +64,2016-08-01,20505-4,, +64,2016-08-01,20505-4,cumulus__missing-or-null, 64,2016-08-01,20454-5,, -63,2022-11-01,,Urine smell ammoniacal (finding),AMB -63,2022-11-01,,Urine nitrite negative (finding),AMB -63,2022-11-01,,Urine leukocyte test negative (finding),AMB -63,2022-11-01,,Urine glucose test = ++ (finding),AMB -63,2022-11-01,,Urine blood test = negative (finding),AMB -63,2022-11-01,,Translucent (qualifier value),AMB -63,2022-11-01,,Finding of bilirubin in urine (finding),AMB -63,2022-11-01,,Cloudy urine (finding),AMB -63,2022-11-01,,Brown color (qualifier value),AMB -63,2022-11-01,5802-4,,AMB -63,2022-11-01,5802-4,Urine nitrite negative (finding),AMB -63,2022-11-01,5799-2,,AMB -63,2022-11-01,5799-2,Urine leukocyte test negative (finding),AMB -63,2022-11-01,5794-3,,AMB -63,2022-11-01,5794-3,Urine blood test = negative (finding),AMB -63,2022-11-01,5778-6,,AMB -63,2022-11-01,5778-6,Brown color (qualifier value),AMB -63,2022-11-01,5770-3,,AMB -63,2022-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -63,2022-11-01,5767-9,,AMB -63,2022-11-01,5767-9,Cloudy urine (finding),AMB -63,2022-11-01,34533-0,,AMB -63,2022-11-01,34533-0,Urine smell ammoniacal (finding),AMB -63,2022-11-01,32167-9,,AMB -63,2022-11-01,32167-9,Translucent (qualifier value),AMB -63,2022-11-01,25428-4,,AMB -63,2022-11-01,25428-4,Urine glucose test = ++ (finding),AMB -63,2022-11-01,2514-8,,AMB -63,2022-11-01,20454-5,,AMB +64,2016-07-01,6299-2,, +64,2016-07-01,6299-2,cumulus__missing-or-null, +64,2016-07-01,6298-4,, +64,2016-07-01,6298-4,cumulus__missing-or-null, +64,2016-07-01,49765-1,, +64,2016-07-01,49765-1,cumulus__missing-or-null, +64,2016-07-01,38483-4,, +64,2016-07-01,38483-4,cumulus__missing-or-null, +64,2016-07-01,2947-0,, +64,2016-07-01,2947-0,cumulus__missing-or-null, +64,2016-07-01,2339-0,, +64,2016-07-01,2339-0,cumulus__missing-or-null, +64,2016-07-01,2069-3,, +64,2016-07-01,2069-3,cumulus__missing-or-null, +64,2016-07-01,20565-8,, +64,2016-07-01,20565-8,cumulus__missing-or-null, +64,2016-06-01,6299-2,, +64,2016-06-01,6299-2,cumulus__missing-or-null, +64,2016-06-01,6298-4,, +64,2016-06-01,6298-4,cumulus__missing-or-null, +64,2016-06-01,49765-1,, +64,2016-06-01,49765-1,cumulus__missing-or-null, +64,2016-06-01,38483-4,, +64,2016-06-01,38483-4,cumulus__missing-or-null, +64,2016-06-01,2947-0,, +64,2016-06-01,2947-0,cumulus__missing-or-null, +64,2016-06-01,2339-0,, +64,2016-06-01,2339-0,cumulus__missing-or-null, +64,2016-06-01,2069-3,, +64,2016-06-01,2069-3,cumulus__missing-or-null, +64,2016-06-01,20565-8,, +64,2016-06-01,20565-8,cumulus__missing-or-null, +63,2022-12-01,4548-4,,ambulatory +63,2022-12-01,4548-4,cumulus__missing-or-null,ambulatory +63,2022-11-01,,Urine smell ammoniacal (finding),ambulatory +63,2022-11-01,,Urine nitrite negative (finding),ambulatory +63,2022-11-01,,Urine leukocyte test negative (finding),ambulatory +63,2022-11-01,,Urine glucose test = ++ (finding),ambulatory +63,2022-11-01,,Urine blood test = negative (finding),ambulatory +63,2022-11-01,,Translucent (qualifier value),ambulatory +63,2022-11-01,,Finding of bilirubin in urine (finding),ambulatory +63,2022-11-01,,Cloudy urine (finding),ambulatory +63,2022-11-01,,Brown color (qualifier value),ambulatory +63,2022-11-01,5804-0,,ambulatory +63,2022-11-01,5804-0,cumulus__missing-or-null,ambulatory +63,2022-11-01,5802-4,Urine nitrite negative (finding),ambulatory +63,2022-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +63,2022-11-01,5797-6,,ambulatory +63,2022-11-01,5797-6,cumulus__missing-or-null,ambulatory +63,2022-11-01,5794-3,Urine blood test = negative (finding),ambulatory +63,2022-11-01,5792-7,,ambulatory +63,2022-11-01,5792-7,cumulus__missing-or-null,ambulatory +63,2022-11-01,5778-6,,ambulatory +63,2022-11-01,5778-6,Brown color (qualifier value),ambulatory +63,2022-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +63,2022-11-01,5767-9,,ambulatory +63,2022-11-01,5767-9,Cloudy urine (finding),ambulatory +63,2022-11-01,34533-0,,ambulatory +63,2022-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +63,2022-11-01,32167-9,,ambulatory +63,2022-11-01,32167-9,Translucent (qualifier value),ambulatory +63,2022-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory +63,2022-11-01,20505-4,,ambulatory +63,2022-11-01,20505-4,cumulus__missing-or-null,ambulatory +63,2022-08-01,4548-4,,ambulatory +63,2022-08-01,4548-4,cumulus__missing-or-null,ambulatory 63,2022-04-01,34533-0,, 63,2022-04-01,34533-0,Urine smell ammoniacal (finding), -63,2021-09-01,34533-0,,AMB -63,2021-09-01,34533-0,Urine smell ammoniacal (finding),AMB -63,2021-02-01,,Urine smell ammoniacal (finding),AMB -63,2021-02-01,,Urine nitrite negative (finding),AMB -63,2021-02-01,,Urine leukocyte test negative (finding),AMB -63,2021-02-01,,Urine glucose test = ++ (finding),AMB -63,2021-02-01,,Urine blood test = negative (finding),AMB -63,2021-02-01,,Translucent (qualifier value),AMB -63,2021-02-01,,Finding of bilirubin in urine (finding),AMB -63,2021-02-01,,Cloudy urine (finding),AMB -63,2021-02-01,,Brown color (qualifier value),AMB -63,2021-02-01,5802-4,,AMB -63,2021-02-01,5802-4,Urine nitrite negative (finding),AMB -63,2021-02-01,5799-2,,AMB -63,2021-02-01,5799-2,Urine leukocyte test negative (finding),AMB -63,2021-02-01,5794-3,,AMB -63,2021-02-01,5794-3,Urine blood test = negative (finding),AMB -63,2021-02-01,5778-6,,AMB -63,2021-02-01,5778-6,Brown color (qualifier value),AMB -63,2021-02-01,5770-3,,AMB -63,2021-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -63,2021-02-01,5767-9,,AMB -63,2021-02-01,5767-9,Cloudy urine (finding),AMB -63,2021-02-01,34533-0,,AMB -63,2021-02-01,34533-0,Urine smell ammoniacal (finding),AMB -63,2021-02-01,32167-9,,AMB -63,2021-02-01,32167-9,Translucent (qualifier value),AMB -63,2021-02-01,25428-4,,AMB -63,2021-02-01,25428-4,Urine glucose test = ++ (finding),AMB -63,2021-02-01,2514-8,,AMB -63,2021-02-01,20454-5,,AMB +63,2021-11-01,5767-9,,ambulatory +63,2021-09-01,34533-0,,ambulatory +63,2021-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +63,2021-08-01,3094-0,,ambulatory +63,2021-08-01,3094-0,cumulus__missing-or-null,ambulatory +63,2021-08-01,2951-2,,ambulatory +63,2021-08-01,2951-2,cumulus__missing-or-null,ambulatory +63,2021-08-01,2823-3,,ambulatory +63,2021-08-01,2823-3,cumulus__missing-or-null,ambulatory +63,2021-08-01,2345-7,,ambulatory +63,2021-08-01,2345-7,cumulus__missing-or-null,ambulatory +63,2021-08-01,2160-0,,ambulatory +63,2021-08-01,2160-0,cumulus__missing-or-null,ambulatory +63,2021-08-01,2075-0,,ambulatory +63,2021-08-01,2075-0,cumulus__missing-or-null,ambulatory +63,2021-08-01,2028-9,,ambulatory +63,2021-08-01,2028-9,cumulus__missing-or-null,ambulatory +63,2021-08-01,17861-6,,ambulatory +63,2021-08-01,17861-6,cumulus__missing-or-null,ambulatory +63,2021-03-01,70274-6,,ambulatory +63,2021-03-01,70274-6,cumulus__missing-or-null,ambulatory +63,2021-02-01,,Urine smell ammoniacal (finding),ambulatory +63,2021-02-01,,Urine nitrite negative (finding),ambulatory +63,2021-02-01,,Urine leukocyte test negative (finding),ambulatory +63,2021-02-01,,Urine glucose test = ++ (finding),ambulatory +63,2021-02-01,,Urine blood test = negative (finding),ambulatory +63,2021-02-01,,Translucent (qualifier value),ambulatory +63,2021-02-01,,Finding of bilirubin in urine (finding),ambulatory +63,2021-02-01,,Cloudy urine (finding),ambulatory +63,2021-02-01,,Brown color (qualifier value),ambulatory +63,2021-02-01,5811-5,,ambulatory +63,2021-02-01,5811-5,cumulus__missing-or-null,ambulatory +63,2021-02-01,5804-0,,ambulatory +63,2021-02-01,5804-0,cumulus__missing-or-null,ambulatory +63,2021-02-01,5803-2,,ambulatory +63,2021-02-01,5803-2,cumulus__missing-or-null,ambulatory +63,2021-02-01,5802-4,,ambulatory +63,2021-02-01,5802-4,Urine nitrite negative (finding),ambulatory +63,2021-02-01,5799-2,,ambulatory +63,2021-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +63,2021-02-01,5797-6,,ambulatory +63,2021-02-01,5797-6,cumulus__missing-or-null,ambulatory +63,2021-02-01,5794-3,,ambulatory +63,2021-02-01,5794-3,Urine blood test = negative (finding),ambulatory +63,2021-02-01,5792-7,,ambulatory +63,2021-02-01,5792-7,cumulus__missing-or-null,ambulatory +63,2021-02-01,5778-6,,ambulatory +63,2021-02-01,5778-6,Brown color (qualifier value),ambulatory +63,2021-02-01,5770-3,,ambulatory +63,2021-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +63,2021-02-01,5767-9,,ambulatory +63,2021-02-01,5767-9,Cloudy urine (finding),ambulatory +63,2021-02-01,34533-0,,ambulatory +63,2021-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +63,2021-02-01,32167-9,,ambulatory +63,2021-02-01,32167-9,Translucent (qualifier value),ambulatory +63,2021-02-01,25428-4,,ambulatory +63,2021-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +63,2021-02-01,2514-8,,ambulatory +63,2021-02-01,20505-4,,ambulatory +63,2021-02-01,20505-4,cumulus__missing-or-null,ambulatory +63,2021-02-01,20454-5,,ambulatory +63,2021-01-01,5811-5,,ambulatory +63,2021-01-01,5811-5,cumulus__missing-or-null,ambulatory +63,2021-01-01,5803-2,,ambulatory +63,2021-01-01,5803-2,cumulus__missing-or-null,ambulatory +63,2021-01-01,5802-4,,ambulatory +63,2021-01-01,5799-2,,ambulatory +63,2021-01-01,5794-3,,ambulatory +63,2021-01-01,5770-3,,ambulatory +63,2021-01-01,25428-4,,ambulatory +63,2021-01-01,2514-8,,ambulatory +63,2021-01-01,20454-5,,ambulatory +63,2020-12-01,5767-9,,ambulatory 63,2020-12-01,34533-0,, 63,2020-12-01,34533-0,Urine smell ammoniacal (finding), +63,2020-10-01,55758-7,, +63,2020-10-01,55758-7,cumulus__missing-or-null, +63,2020-08-01,5811-5,,ambulatory +63,2020-08-01,5811-5,cumulus__missing-or-null,ambulatory +63,2020-08-01,5803-2,,ambulatory +63,2020-08-01,5803-2,cumulus__missing-or-null,ambulatory +63,2020-08-01,5802-4,,ambulatory +63,2020-08-01,5799-2,,ambulatory +63,2020-08-01,5794-3,,ambulatory +63,2020-08-01,5770-3,,ambulatory +63,2020-08-01,25428-4,,ambulatory +63,2020-08-01,2514-8,,ambulatory +63,2020-08-01,20454-5,,ambulatory 63,2020-06-01,,Urine smell ammoniacal (finding), 63,2020-06-01,,Urine nitrite negative (finding), 63,2020-06-01,,Urine leukocyte test negative (finding), @@ -2139,84 +10593,190 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 63,2020-06-01,,Finding of bilirubin in urine (finding), 63,2020-06-01,,Cloudy urine (finding), 63,2020-06-01,,Brown color (qualifier value), +63,2020-06-01,5811-5,, +63,2020-06-01,5811-5,cumulus__missing-or-null, +63,2020-06-01,5804-0,, +63,2020-06-01,5804-0,cumulus__missing-or-null, +63,2020-06-01,5803-2,, +63,2020-06-01,5803-2,cumulus__missing-or-null, 63,2020-06-01,5802-4,, 63,2020-06-01,5802-4,Urine nitrite negative (finding), 63,2020-06-01,5799-2,, 63,2020-06-01,5799-2,Urine leukocyte test negative (finding), +63,2020-06-01,5797-6,, +63,2020-06-01,5797-6,cumulus__missing-or-null, 63,2020-06-01,5794-3,, 63,2020-06-01,5794-3,Urine blood test = negative (finding), +63,2020-06-01,5792-7,, +63,2020-06-01,5792-7,cumulus__missing-or-null, 63,2020-06-01,5778-6,, 63,2020-06-01,5778-6,Brown color (qualifier value), 63,2020-06-01,5770-3,, 63,2020-06-01,5770-3,Finding of bilirubin in urine (finding), -63,2020-06-01,5767-9,, 63,2020-06-01,5767-9,Cloudy urine (finding), 63,2020-06-01,32167-9,, 63,2020-06-01,32167-9,Translucent (qualifier value), 63,2020-06-01,25428-4,, 63,2020-06-01,25428-4,Urine glucose test = ++ (finding), 63,2020-06-01,2514-8,, +63,2020-06-01,20505-4,, +63,2020-06-01,20505-4,cumulus__missing-or-null, 63,2020-06-01,20454-5,, -63,2019-06-01,,Urine smell ammoniacal (finding),AMB -63,2019-06-01,,Urine nitrite negative (finding),AMB -63,2019-06-01,,Urine leukocyte test negative (finding),AMB -63,2019-06-01,,Urine glucose test = ++ (finding),AMB -63,2019-06-01,,Urine blood test = negative (finding),AMB -63,2019-06-01,,Translucent (qualifier value),AMB -63,2019-06-01,,Finding of bilirubin in urine (finding),AMB -63,2019-06-01,,Cloudy urine (finding),AMB -63,2019-06-01,,Brown color (qualifier value),AMB -63,2019-06-01,5802-4,,AMB -63,2019-06-01,5802-4,Urine nitrite negative (finding),AMB -63,2019-06-01,5799-2,,AMB -63,2019-06-01,5799-2,Urine leukocyte test negative (finding),AMB -63,2019-06-01,5794-3,,AMB -63,2019-06-01,5794-3,Urine blood test = negative (finding),AMB -63,2019-06-01,5778-6,,AMB -63,2019-06-01,5778-6,Brown color (qualifier value),AMB -63,2019-06-01,5770-3,,AMB -63,2019-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -63,2019-06-01,5767-9,,AMB -63,2019-06-01,5767-9,Cloudy urine (finding),AMB -63,2019-06-01,34533-0,,AMB -63,2019-06-01,34533-0,Urine smell ammoniacal (finding),AMB -63,2019-06-01,32167-9,,AMB -63,2019-06-01,32167-9,Translucent (qualifier value),AMB -63,2019-06-01,25428-4,,AMB -63,2019-06-01,25428-4,Urine glucose test = ++ (finding),AMB -63,2019-06-01,2514-8,,AMB -63,2019-06-01,20454-5,,AMB +63,2020-04-01,6299-2,, +63,2020-04-01,6299-2,cumulus__missing-or-null, +63,2020-04-01,6298-4,, +63,2020-04-01,6298-4,cumulus__missing-or-null, +63,2020-04-01,49765-1,, +63,2020-04-01,49765-1,cumulus__missing-or-null, +63,2020-04-01,38483-4,, +63,2020-04-01,38483-4,cumulus__missing-or-null, +63,2020-04-01,2947-0,, +63,2020-04-01,2947-0,cumulus__missing-or-null, +63,2020-04-01,2339-0,, +63,2020-04-01,2339-0,cumulus__missing-or-null, +63,2020-04-01,2069-3,, +63,2020-04-01,2069-3,cumulus__missing-or-null, +63,2020-04-01,20565-8,, +63,2020-04-01,20565-8,cumulus__missing-or-null, +63,2020-02-01,3094-0,, +63,2020-02-01,3094-0,cumulus__missing-or-null, +63,2020-02-01,2951-2,, +63,2020-02-01,2951-2,cumulus__missing-or-null, +63,2020-02-01,2823-3,, +63,2020-02-01,2823-3,cumulus__missing-or-null, +63,2020-02-01,2345-7,, +63,2020-02-01,2345-7,cumulus__missing-or-null, +63,2020-02-01,2160-0,, +63,2020-02-01,2160-0,cumulus__missing-or-null, +63,2020-02-01,2075-0,, +63,2020-02-01,2075-0,cumulus__missing-or-null, +63,2020-02-01,2028-9,, +63,2020-02-01,2028-9,cumulus__missing-or-null, +63,2020-02-01,17861-6,, +63,2020-02-01,17861-6,cumulus__missing-or-null, +63,2019-10-01,4548-4,,ambulatory +63,2019-10-01,4548-4,cumulus__missing-or-null,ambulatory +63,2019-08-01,55758-7,,ambulatory +63,2019-08-01,55758-7,cumulus__missing-or-null,ambulatory +63,2019-06-01,,Urine smell ammoniacal (finding),ambulatory +63,2019-06-01,,Urine nitrite negative (finding),ambulatory +63,2019-06-01,,Urine leukocyte test negative (finding),ambulatory +63,2019-06-01,,Urine glucose test = ++ (finding),ambulatory +63,2019-06-01,,Urine blood test = negative (finding),ambulatory +63,2019-06-01,,Translucent (qualifier value),ambulatory +63,2019-06-01,,Finding of bilirubin in urine (finding),ambulatory +63,2019-06-01,,Cloudy urine (finding),ambulatory +63,2019-06-01,,Brown color (qualifier value),ambulatory +63,2019-06-01,5804-0,,ambulatory +63,2019-06-01,5804-0,cumulus__missing-or-null,ambulatory +63,2019-06-01,5802-4,Urine nitrite negative (finding),ambulatory +63,2019-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +63,2019-06-01,5797-6,,ambulatory +63,2019-06-01,5797-6,cumulus__missing-or-null,ambulatory +63,2019-06-01,5794-3,Urine blood test = negative (finding),ambulatory +63,2019-06-01,5792-7,,ambulatory +63,2019-06-01,5792-7,cumulus__missing-or-null,ambulatory +63,2019-06-01,5778-6,,ambulatory +63,2019-06-01,5778-6,Brown color (qualifier value),ambulatory +63,2019-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +63,2019-06-01,5767-9,,ambulatory +63,2019-06-01,5767-9,Cloudy urine (finding),ambulatory +63,2019-06-01,34533-0,,ambulatory +63,2019-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +63,2019-06-01,32167-9,,ambulatory +63,2019-06-01,32167-9,Translucent (qualifier value),ambulatory +63,2019-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +63,2019-06-01,20505-4,,ambulatory +63,2019-06-01,20505-4,cumulus__missing-or-null,ambulatory +63,2018-11-01,6299-2,,ambulatory +63,2018-11-01,6299-2,cumulus__missing-or-null,ambulatory +63,2018-11-01,6298-4,,ambulatory +63,2018-11-01,6298-4,cumulus__missing-or-null,ambulatory +63,2018-11-01,5811-5,, +63,2018-11-01,5811-5,cumulus__missing-or-null, +63,2018-11-01,5803-2,, +63,2018-11-01,5803-2,cumulus__missing-or-null, +63,2018-11-01,5802-4,, +63,2018-11-01,5799-2,, +63,2018-11-01,5794-3,, +63,2018-11-01,5770-3,, +63,2018-11-01,49765-1,,ambulatory +63,2018-11-01,49765-1,cumulus__missing-or-null,ambulatory +63,2018-11-01,38483-4,,ambulatory +63,2018-11-01,38483-4,cumulus__missing-or-null,ambulatory +63,2018-11-01,2947-0,,ambulatory +63,2018-11-01,2947-0,cumulus__missing-or-null,ambulatory +63,2018-11-01,25428-4,, +63,2018-11-01,2514-8,, +63,2018-11-01,2339-0,,ambulatory +63,2018-11-01,2339-0,cumulus__missing-or-null,ambulatory +63,2018-11-01,2069-3,,ambulatory +63,2018-11-01,2069-3,cumulus__missing-or-null,ambulatory +63,2018-11-01,20565-8,,ambulatory +63,2018-11-01,20565-8,cumulus__missing-or-null,ambulatory +63,2018-11-01,20454-5,, +63,2018-08-01,5811-5,,ambulatory +63,2018-08-01,5811-5,cumulus__missing-or-null,ambulatory +63,2018-08-01,5803-2,,ambulatory +63,2018-08-01,5803-2,cumulus__missing-or-null,ambulatory +63,2018-08-01,5802-4,,ambulatory +63,2018-08-01,5799-2,,ambulatory +63,2018-08-01,5794-3,,ambulatory +63,2018-08-01,5770-3,,ambulatory +63,2018-08-01,5767-9,,ambulatory 63,2018-08-01,34533-0,, 63,2018-08-01,34533-0,Urine smell ammoniacal (finding), -63,2018-06-01,,Urine smell ammoniacal (finding),AMB -63,2018-06-01,,Urine nitrite negative (finding),AMB -63,2018-06-01,,Urine leukocyte test negative (finding),AMB -63,2018-06-01,,Urine glucose test = ++ (finding),AMB -63,2018-06-01,,Urine blood test = negative (finding),AMB -63,2018-06-01,,Translucent (qualifier value),AMB -63,2018-06-01,,Finding of bilirubin in urine (finding),AMB -63,2018-06-01,,Cloudy urine (finding),AMB -63,2018-06-01,,Brown color (qualifier value),AMB -63,2018-06-01,5802-4,,AMB -63,2018-06-01,5802-4,Urine nitrite negative (finding),AMB -63,2018-06-01,5799-2,,AMB -63,2018-06-01,5799-2,Urine leukocyte test negative (finding),AMB -63,2018-06-01,5794-3,,AMB -63,2018-06-01,5794-3,Urine blood test = negative (finding),AMB -63,2018-06-01,5778-6,,AMB -63,2018-06-01,5778-6,Brown color (qualifier value),AMB -63,2018-06-01,5770-3,,AMB -63,2018-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -63,2018-06-01,5767-9,,AMB -63,2018-06-01,5767-9,Cloudy urine (finding),AMB -63,2018-06-01,34533-0,,AMB -63,2018-06-01,34533-0,Urine smell ammoniacal (finding),AMB -63,2018-06-01,32167-9,,AMB -63,2018-06-01,32167-9,Translucent (qualifier value),AMB -63,2018-06-01,25428-4,,AMB -63,2018-06-01,25428-4,Urine glucose test = ++ (finding),AMB -63,2018-06-01,2514-8,,AMB -63,2018-06-01,20454-5,,AMB +63,2018-08-01,25428-4,,ambulatory +63,2018-08-01,2514-8,,ambulatory +63,2018-08-01,20454-5,,ambulatory +63,2018-07-01,4548-4,, +63,2018-07-01,4548-4,cumulus__missing-or-null, +63,2018-06-01,,Urine smell ammoniacal (finding),ambulatory +63,2018-06-01,,Urine nitrite negative (finding),ambulatory +63,2018-06-01,,Urine leukocyte test negative (finding),ambulatory +63,2018-06-01,,Urine glucose test = ++ (finding),ambulatory +63,2018-06-01,,Urine blood test = negative (finding),ambulatory +63,2018-06-01,,Translucent (qualifier value),ambulatory +63,2018-06-01,,Finding of bilirubin in urine (finding),ambulatory +63,2018-06-01,,Cloudy urine (finding),ambulatory +63,2018-06-01,,Brown color (qualifier value),ambulatory +63,2018-06-01,5804-0,,ambulatory +63,2018-06-01,5804-0,cumulus__missing-or-null,ambulatory +63,2018-06-01,5802-4,Urine nitrite negative (finding),ambulatory +63,2018-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +63,2018-06-01,5797-6,,ambulatory +63,2018-06-01,5797-6,cumulus__missing-or-null,ambulatory +63,2018-06-01,5794-3,Urine blood test = negative (finding),ambulatory +63,2018-06-01,5792-7,,ambulatory +63,2018-06-01,5792-7,cumulus__missing-or-null,ambulatory +63,2018-06-01,5778-6,,ambulatory +63,2018-06-01,5778-6,Brown color (qualifier value),ambulatory +63,2018-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +63,2018-06-01,5767-9,,ambulatory +63,2018-06-01,5767-9,Cloudy urine (finding),ambulatory +63,2018-06-01,34533-0,,ambulatory +63,2018-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +63,2018-06-01,32167-9,,ambulatory +63,2018-06-01,32167-9,Translucent (qualifier value),ambulatory +63,2018-06-01,3094-0,, +63,2018-06-01,3094-0,cumulus__missing-or-null, +63,2018-06-01,2951-2,, +63,2018-06-01,2951-2,cumulus__missing-or-null, +63,2018-06-01,2823-3,, +63,2018-06-01,2823-3,cumulus__missing-or-null, +63,2018-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +63,2018-06-01,2345-7,, +63,2018-06-01,2345-7,cumulus__missing-or-null, +63,2018-06-01,2160-0,, +63,2018-06-01,2160-0,cumulus__missing-or-null, +63,2018-06-01,2075-0,, +63,2018-06-01,2075-0,cumulus__missing-or-null, +63,2018-06-01,20505-4,,ambulatory +63,2018-06-01,20505-4,cumulus__missing-or-null,ambulatory +63,2018-06-01,2028-9,, +63,2018-06-01,2028-9,cumulus__missing-or-null, +63,2018-06-01,17861-6,, +63,2018-06-01,17861-6,cumulus__missing-or-null, 63,2018-05-01,,Urine smell ammoniacal (finding), 63,2018-05-01,,Urine nitrite negative (finding), 63,2018-05-01,,Urine leukocyte test negative (finding), @@ -2226,24 +10786,24 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 63,2018-05-01,,Finding of bilirubin in urine (finding), 63,2018-05-01,,Cloudy urine (finding), 63,2018-05-01,,Brown color (qualifier value), -63,2018-05-01,5802-4,, +63,2018-05-01,5804-0,, +63,2018-05-01,5804-0,cumulus__missing-or-null, 63,2018-05-01,5802-4,Urine nitrite negative (finding), -63,2018-05-01,5799-2,, 63,2018-05-01,5799-2,Urine leukocyte test negative (finding), -63,2018-05-01,5794-3,, +63,2018-05-01,5797-6,, +63,2018-05-01,5797-6,cumulus__missing-or-null, 63,2018-05-01,5794-3,Urine blood test = negative (finding), +63,2018-05-01,5792-7,, +63,2018-05-01,5792-7,cumulus__missing-or-null, 63,2018-05-01,5778-6,, 63,2018-05-01,5778-6,Brown color (qualifier value), -63,2018-05-01,5770-3,, 63,2018-05-01,5770-3,Finding of bilirubin in urine (finding), -63,2018-05-01,5767-9,, 63,2018-05-01,5767-9,Cloudy urine (finding), 63,2018-05-01,32167-9,, 63,2018-05-01,32167-9,Translucent (qualifier value), -63,2018-05-01,25428-4,, 63,2018-05-01,25428-4,Urine glucose test = ++ (finding), -63,2018-05-01,2514-8,, -63,2018-05-01,20454-5,, +63,2018-05-01,20505-4,, +63,2018-05-01,20505-4,cumulus__missing-or-null, 63,2018-04-01,,Urine smell ammoniacal (finding), 63,2018-04-01,,Urine nitrite negative (finding), 63,2018-04-01,,Urine leukocyte test negative (finding), @@ -2253,24 +10813,89 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 63,2018-04-01,,Finding of bilirubin in urine (finding), 63,2018-04-01,,Cloudy urine (finding), 63,2018-04-01,,Brown color (qualifier value), +63,2018-04-01,5811-5,, +63,2018-04-01,5811-5,cumulus__missing-or-null, +63,2018-04-01,5804-0,, +63,2018-04-01,5804-0,cumulus__missing-or-null, +63,2018-04-01,5803-2,, +63,2018-04-01,5803-2,cumulus__missing-or-null, 63,2018-04-01,5802-4,, 63,2018-04-01,5802-4,Urine nitrite negative (finding), 63,2018-04-01,5799-2,, 63,2018-04-01,5799-2,Urine leukocyte test negative (finding), +63,2018-04-01,5797-6,, +63,2018-04-01,5797-6,cumulus__missing-or-null, 63,2018-04-01,5794-3,, 63,2018-04-01,5794-3,Urine blood test = negative (finding), +63,2018-04-01,5792-7,, +63,2018-04-01,5792-7,cumulus__missing-or-null, 63,2018-04-01,5778-6,, 63,2018-04-01,5778-6,Brown color (qualifier value), 63,2018-04-01,5770-3,, 63,2018-04-01,5770-3,Finding of bilirubin in urine (finding), -63,2018-04-01,5767-9,, 63,2018-04-01,5767-9,Cloudy urine (finding), 63,2018-04-01,32167-9,, 63,2018-04-01,32167-9,Translucent (qualifier value), 63,2018-04-01,25428-4,, 63,2018-04-01,25428-4,Urine glucose test = ++ (finding), 63,2018-04-01,2514-8,, +63,2018-04-01,20505-4,, +63,2018-04-01,20505-4,cumulus__missing-or-null, 63,2018-04-01,20454-5,, +63,2018-03-01,70274-6,, +63,2018-03-01,70274-6,cumulus__missing-or-null, +63,2017-11-01,4548-4,, +63,2017-11-01,4548-4,cumulus__missing-or-null, +63,2017-10-01,4548-4,,ambulatory +63,2017-10-01,4548-4,cumulus__missing-or-null,ambulatory +63,2017-09-01,55758-7,,ambulatory +63,2017-09-01,55758-7,cumulus__missing-or-null,ambulatory +63,2017-08-01,6299-2,,ambulatory +63,2017-08-01,6299-2,cumulus__missing-or-null,ambulatory +63,2017-08-01,6298-4,,ambulatory +63,2017-08-01,6298-4,cumulus__missing-or-null,ambulatory +63,2017-08-01,5811-5,, +63,2017-08-01,5811-5,cumulus__missing-or-null, +63,2017-08-01,5803-2,, +63,2017-08-01,5803-2,cumulus__missing-or-null, +63,2017-08-01,5802-4,, +63,2017-08-01,5799-2,, +63,2017-08-01,5794-3,, +63,2017-08-01,5770-3,, +63,2017-08-01,5767-9,, +63,2017-08-01,49765-1,,ambulatory +63,2017-08-01,49765-1,cumulus__missing-or-null,ambulatory +63,2017-08-01,38483-4,,ambulatory +63,2017-08-01,38483-4,cumulus__missing-or-null,ambulatory +63,2017-08-01,2947-0,,ambulatory +63,2017-08-01,2947-0,cumulus__missing-or-null,ambulatory +63,2017-08-01,25428-4,, +63,2017-08-01,2514-8,, +63,2017-08-01,2339-0,,ambulatory +63,2017-08-01,2339-0,cumulus__missing-or-null,ambulatory +63,2017-08-01,2069-3,,ambulatory +63,2017-08-01,2069-3,cumulus__missing-or-null,ambulatory +63,2017-08-01,20565-8,,ambulatory +63,2017-08-01,20565-8,cumulus__missing-or-null,ambulatory +63,2017-08-01,20454-5,, +63,2017-02-01,6299-2,, +63,2017-02-01,6299-2,cumulus__missing-or-null, +63,2017-02-01,6298-4,, +63,2017-02-01,6298-4,cumulus__missing-or-null, +63,2017-02-01,49765-1,, +63,2017-02-01,49765-1,cumulus__missing-or-null, +63,2017-02-01,4548-4,, +63,2017-02-01,4548-4,cumulus__missing-or-null, +63,2017-02-01,38483-4,, +63,2017-02-01,38483-4,cumulus__missing-or-null, +63,2017-02-01,2947-0,, +63,2017-02-01,2947-0,cumulus__missing-or-null, +63,2017-02-01,2339-0,, +63,2017-02-01,2339-0,cumulus__missing-or-null, +63,2017-02-01,2069-3,, +63,2017-02-01,2069-3,cumulus__missing-or-null, +63,2017-02-01,20565-8,, +63,2017-02-01,20565-8,cumulus__missing-or-null, 63,2016-12-01,,Urine smell ammoniacal (finding), 63,2016-12-01,,Urine nitrite negative (finding), 63,2016-12-01,,Urine leukocyte test negative (finding), @@ -2280,12 +10905,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 63,2016-12-01,,Finding of bilirubin in urine (finding), 63,2016-12-01,,Cloudy urine (finding), 63,2016-12-01,,Brown color (qualifier value), +63,2016-12-01,5811-5,, +63,2016-12-01,5811-5,cumulus__missing-or-null, +63,2016-12-01,5804-0,, +63,2016-12-01,5804-0,cumulus__missing-or-null, +63,2016-12-01,5803-2,, +63,2016-12-01,5803-2,cumulus__missing-or-null, 63,2016-12-01,5802-4,, 63,2016-12-01,5802-4,Urine nitrite negative (finding), 63,2016-12-01,5799-2,, 63,2016-12-01,5799-2,Urine leukocyte test negative (finding), +63,2016-12-01,5797-6,, +63,2016-12-01,5797-6,cumulus__missing-or-null, 63,2016-12-01,5794-3,, 63,2016-12-01,5794-3,Urine blood test = negative (finding), +63,2016-12-01,5792-7,, +63,2016-12-01,5792-7,cumulus__missing-or-null, 63,2016-12-01,5778-6,, 63,2016-12-01,5778-6,Brown color (qualifier value), 63,2016-12-01,5770-3,, @@ -2299,13 +10934,52 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 63,2016-12-01,25428-4,, 63,2016-12-01,25428-4,Urine glucose test = ++ (finding), 63,2016-12-01,2514-8,, +63,2016-12-01,20505-4,, +63,2016-12-01,20505-4,cumulus__missing-or-null, 63,2016-12-01,20454-5,, 63,2016-10-01,34533-0,, 63,2016-10-01,34533-0,Urine smell ammoniacal (finding), -62,,,Urine ketone test = + (finding),EMER -62,,2514-8,Urine ketone test = + (finding),EMER -62,2022-05-01,34533-0,,AMB -62,2022-05-01,34533-0,Urine smell ammoniacal (finding),AMB +63,2016-06-01,5767-9,, +62,,,Urine ketone test = + (finding),emergency +62,,2514-8,Urine ketone test = + (finding),emergency +62,2023-01-01,55758-7,,ambulatory +62,2023-01-01,55758-7,cumulus__missing-or-null,ambulatory +62,2022-12-01,55758-7,, +62,2022-12-01,55758-7,cumulus__missing-or-null, +62,2022-10-01,3094-0,, +62,2022-10-01,3094-0,cumulus__missing-or-null, +62,2022-10-01,2951-2,, +62,2022-10-01,2951-2,cumulus__missing-or-null, +62,2022-10-01,2823-3,, +62,2022-10-01,2823-3,cumulus__missing-or-null, +62,2022-10-01,2345-7,, +62,2022-10-01,2345-7,cumulus__missing-or-null, +62,2022-10-01,2160-0,, +62,2022-10-01,2160-0,cumulus__missing-or-null, +62,2022-10-01,2075-0,, +62,2022-10-01,2075-0,cumulus__missing-or-null, +62,2022-10-01,2028-9,, +62,2022-10-01,2028-9,cumulus__missing-or-null, +62,2022-10-01,17861-6,, +62,2022-10-01,17861-6,cumulus__missing-or-null, +62,2022-05-01,34533-0,,ambulatory +62,2022-05-01,34533-0,Urine smell ammoniacal (finding),ambulatory +62,2022-05-01,3094-0,, +62,2022-05-01,3094-0,cumulus__missing-or-null, +62,2022-05-01,2951-2,, +62,2022-05-01,2951-2,cumulus__missing-or-null, +62,2022-05-01,2823-3,, +62,2022-05-01,2823-3,cumulus__missing-or-null, +62,2022-05-01,2345-7,, +62,2022-05-01,2345-7,cumulus__missing-or-null, +62,2022-05-01,2160-0,, +62,2022-05-01,2160-0,cumulus__missing-or-null, +62,2022-05-01,2075-0,, +62,2022-05-01,2075-0,cumulus__missing-or-null, +62,2022-05-01,2028-9,, +62,2022-05-01,2028-9,cumulus__missing-or-null, +62,2022-05-01,17861-6,, +62,2022-05-01,17861-6,cumulus__missing-or-null, 62,2021-12-01,,Urine smell ammoniacal (finding), 62,2021-12-01,,Urine nitrite negative (finding), 62,2021-12-01,,Urine leukocyte test negative (finding), @@ -2315,15 +10989,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2021-12-01,,Finding of bilirubin in urine (finding), 62,2021-12-01,,Cloudy urine (finding), 62,2021-12-01,,Brown color (qualifier value), -62,2021-12-01,5802-4,, +62,2021-12-01,5804-0,, +62,2021-12-01,5804-0,cumulus__missing-or-null, 62,2021-12-01,5802-4,Urine nitrite negative (finding), -62,2021-12-01,5799-2,, 62,2021-12-01,5799-2,Urine leukocyte test negative (finding), -62,2021-12-01,5794-3,, +62,2021-12-01,5797-6,, +62,2021-12-01,5797-6,cumulus__missing-or-null, 62,2021-12-01,5794-3,Urine blood test = negative (finding), +62,2021-12-01,5792-7,, +62,2021-12-01,5792-7,cumulus__missing-or-null, 62,2021-12-01,5778-6,, 62,2021-12-01,5778-6,Brown color (qualifier value), -62,2021-12-01,5770-3,, 62,2021-12-01,5770-3,Finding of bilirubin in urine (finding), 62,2021-12-01,5767-9,, 62,2021-12-01,5767-9,Cloudy urine (finding), @@ -2331,10 +11007,29 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2021-12-01,34533-0,Urine smell ammoniacal (finding), 62,2021-12-01,32167-9,, 62,2021-12-01,32167-9,Translucent (qualifier value), -62,2021-12-01,25428-4,, 62,2021-12-01,25428-4,Urine glucose test = ++ (finding), -62,2021-12-01,2514-8,, -62,2021-12-01,20454-5,, +62,2021-12-01,20505-4,, +62,2021-12-01,20505-4,cumulus__missing-or-null, +62,2021-04-01,3094-0,, +62,2021-04-01,3094-0,cumulus__missing-or-null, +62,2021-04-01,2951-2,, +62,2021-04-01,2951-2,cumulus__missing-or-null, +62,2021-04-01,2823-3,, +62,2021-04-01,2823-3,cumulus__missing-or-null, +62,2021-04-01,2345-7,, +62,2021-04-01,2345-7,cumulus__missing-or-null, +62,2021-04-01,2160-0,, +62,2021-04-01,2160-0,cumulus__missing-or-null, +62,2021-04-01,2075-0,, +62,2021-04-01,2075-0,cumulus__missing-or-null, +62,2021-04-01,2028-9,, +62,2021-04-01,2028-9,cumulus__missing-or-null, +62,2021-04-01,17861-6,, +62,2021-04-01,17861-6,cumulus__missing-or-null, +62,2021-02-01,55758-7,, +62,2021-02-01,55758-7,,ambulatory +62,2021-02-01,55758-7,cumulus__missing-or-null, +62,2021-02-01,55758-7,cumulus__missing-or-null,ambulatory 62,2021-01-01,,Urine smell ammoniacal (finding), 62,2021-01-01,,Urine nitrite negative (finding), 62,2021-01-01,,Urine leukocyte test negative (finding), @@ -2344,15 +11039,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2021-01-01,,Finding of bilirubin in urine (finding), 62,2021-01-01,,Cloudy urine (finding), 62,2021-01-01,,Brown color (qualifier value), -62,2021-01-01,5802-4,, +62,2021-01-01,5804-0,, +62,2021-01-01,5804-0,cumulus__missing-or-null, 62,2021-01-01,5802-4,Urine nitrite negative (finding), -62,2021-01-01,5799-2,, 62,2021-01-01,5799-2,Urine leukocyte test negative (finding), -62,2021-01-01,5794-3,, +62,2021-01-01,5797-6,, +62,2021-01-01,5797-6,cumulus__missing-or-null, 62,2021-01-01,5794-3,Urine blood test = negative (finding), +62,2021-01-01,5792-7,, +62,2021-01-01,5792-7,cumulus__missing-or-null, 62,2021-01-01,5778-6,, 62,2021-01-01,5778-6,Brown color (qualifier value), -62,2021-01-01,5770-3,, 62,2021-01-01,5770-3,Finding of bilirubin in urine (finding), 62,2021-01-01,5767-9,, 62,2021-01-01,5767-9,Cloudy urine (finding), @@ -2360,40 +11057,105 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2021-01-01,34533-0,Urine smell ammoniacal (finding), 62,2021-01-01,32167-9,, 62,2021-01-01,32167-9,Translucent (qualifier value), -62,2021-01-01,25428-4,, 62,2021-01-01,25428-4,Urine glucose test = ++ (finding), -62,2021-01-01,2514-8,, -62,2021-01-01,20454-5,, -62,2020-12-01,,Urine smell ammoniacal (finding),AMB -62,2020-12-01,,Urine nitrite negative (finding),AMB -62,2020-12-01,,Urine leukocyte test negative (finding),AMB -62,2020-12-01,,Urine glucose test = ++ (finding),AMB -62,2020-12-01,,Urine blood test = negative (finding),AMB -62,2020-12-01,,Translucent (qualifier value),AMB -62,2020-12-01,,Finding of bilirubin in urine (finding),AMB -62,2020-12-01,,Cloudy urine (finding),AMB -62,2020-12-01,,Brown color (qualifier value),AMB -62,2020-12-01,5802-4,,AMB -62,2020-12-01,5802-4,Urine nitrite negative (finding),AMB -62,2020-12-01,5799-2,,AMB -62,2020-12-01,5799-2,Urine leukocyte test negative (finding),AMB -62,2020-12-01,5794-3,,AMB -62,2020-12-01,5794-3,Urine blood test = negative (finding),AMB -62,2020-12-01,5778-6,,AMB -62,2020-12-01,5778-6,Brown color (qualifier value),AMB -62,2020-12-01,5770-3,,AMB -62,2020-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -62,2020-12-01,5767-9,,AMB -62,2020-12-01,5767-9,Cloudy urine (finding),AMB -62,2020-12-01,32167-9,,AMB -62,2020-12-01,32167-9,Translucent (qualifier value),AMB -62,2020-12-01,25428-4,,AMB -62,2020-12-01,25428-4,Urine glucose test = ++ (finding),AMB -62,2020-12-01,2514-8,,AMB -62,2020-12-01,20454-5,,AMB +62,2021-01-01,20505-4,, +62,2021-01-01,20505-4,cumulus__missing-or-null, +62,2020-12-01,,Urine smell ammoniacal (finding),ambulatory +62,2020-12-01,,Urine nitrite negative (finding),ambulatory +62,2020-12-01,,Urine leukocyte test negative (finding),ambulatory +62,2020-12-01,,Urine glucose test = ++ (finding),ambulatory +62,2020-12-01,,Urine blood test = negative (finding),ambulatory +62,2020-12-01,,Translucent (qualifier value),ambulatory +62,2020-12-01,,Finding of bilirubin in urine (finding),ambulatory +62,2020-12-01,,Cloudy urine (finding),ambulatory +62,2020-12-01,,Brown color (qualifier value),ambulatory +62,2020-12-01,5804-0,,ambulatory +62,2020-12-01,5804-0,cumulus__missing-or-null,ambulatory +62,2020-12-01,5802-4,Urine nitrite negative (finding),ambulatory +62,2020-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +62,2020-12-01,5797-6,,ambulatory +62,2020-12-01,5797-6,cumulus__missing-or-null,ambulatory +62,2020-12-01,5794-3,Urine blood test = negative (finding),ambulatory +62,2020-12-01,5792-7,,ambulatory +62,2020-12-01,5792-7,cumulus__missing-or-null,ambulatory +62,2020-12-01,5778-6,,ambulatory +62,2020-12-01,5778-6,Brown color (qualifier value),ambulatory +62,2020-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +62,2020-12-01,5767-9,Cloudy urine (finding),ambulatory +62,2020-12-01,32167-9,,ambulatory +62,2020-12-01,32167-9,Translucent (qualifier value),ambulatory +62,2020-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +62,2020-12-01,20505-4,,ambulatory +62,2020-12-01,20505-4,cumulus__missing-or-null,ambulatory +62,2020-08-01,3094-0,, +62,2020-08-01,3094-0,cumulus__missing-or-null, +62,2020-08-01,2951-2,, +62,2020-08-01,2951-2,cumulus__missing-or-null, +62,2020-08-01,2823-3,, +62,2020-08-01,2823-3,cumulus__missing-or-null, +62,2020-08-01,2345-7,, +62,2020-08-01,2345-7,cumulus__missing-or-null, +62,2020-08-01,2160-0,, +62,2020-08-01,2160-0,cumulus__missing-or-null, +62,2020-08-01,2075-0,, +62,2020-08-01,2075-0,cumulus__missing-or-null, +62,2020-08-01,2028-9,, +62,2020-08-01,2028-9,cumulus__missing-or-null, +62,2020-08-01,17861-6,, +62,2020-08-01,17861-6,cumulus__missing-or-null, 62,2020-06-01,34533-0,, 62,2020-06-01,34533-0,Urine smell ammoniacal (finding), +62,2020-05-01,6299-2,,ambulatory +62,2020-05-01,6299-2,cumulus__missing-or-null,ambulatory +62,2020-05-01,6298-4,,ambulatory +62,2020-05-01,6298-4,cumulus__missing-or-null,ambulatory +62,2020-05-01,49765-1,,ambulatory +62,2020-05-01,49765-1,cumulus__missing-or-null,ambulatory +62,2020-05-01,38483-4,,ambulatory +62,2020-05-01,38483-4,cumulus__missing-or-null,ambulatory +62,2020-05-01,2947-0,,ambulatory +62,2020-05-01,2947-0,cumulus__missing-or-null,ambulatory +62,2020-05-01,2339-0,,ambulatory +62,2020-05-01,2339-0,cumulus__missing-or-null,ambulatory +62,2020-05-01,2069-3,,ambulatory +62,2020-05-01,2069-3,cumulus__missing-or-null,ambulatory +62,2020-05-01,20565-8,,ambulatory +62,2020-05-01,20565-8,cumulus__missing-or-null,ambulatory 62,2020-04-01,,Cloudy urine (finding), +62,2019-12-01,55758-7,, +62,2019-12-01,55758-7,cumulus__missing-or-null, +62,2019-11-01,3094-0,,ambulatory +62,2019-11-01,3094-0,cumulus__missing-or-null,ambulatory +62,2019-11-01,2951-2,,ambulatory +62,2019-11-01,2951-2,cumulus__missing-or-null,ambulatory +62,2019-11-01,2823-3,,ambulatory +62,2019-11-01,2823-3,cumulus__missing-or-null,ambulatory +62,2019-11-01,2345-7,,ambulatory +62,2019-11-01,2345-7,cumulus__missing-or-null,ambulatory +62,2019-11-01,2160-0,,ambulatory +62,2019-11-01,2160-0,cumulus__missing-or-null,ambulatory +62,2019-11-01,2075-0,,ambulatory +62,2019-11-01,2075-0,cumulus__missing-or-null,ambulatory +62,2019-11-01,2028-9,,ambulatory +62,2019-11-01,2028-9,cumulus__missing-or-null,ambulatory +62,2019-11-01,17861-6,,ambulatory +62,2019-11-01,17861-6,cumulus__missing-or-null,ambulatory +62,2019-10-01,6299-2,,ambulatory +62,2019-10-01,6299-2,cumulus__missing-or-null,ambulatory +62,2019-10-01,6298-4,,ambulatory +62,2019-10-01,6298-4,cumulus__missing-or-null,ambulatory +62,2019-10-01,49765-1,,ambulatory +62,2019-10-01,49765-1,cumulus__missing-or-null,ambulatory +62,2019-10-01,38483-4,,ambulatory +62,2019-10-01,38483-4,cumulus__missing-or-null,ambulatory +62,2019-10-01,2947-0,,ambulatory +62,2019-10-01,2947-0,cumulus__missing-or-null,ambulatory +62,2019-10-01,2339-0,,ambulatory +62,2019-10-01,2339-0,cumulus__missing-or-null,ambulatory +62,2019-10-01,2069-3,,ambulatory +62,2019-10-01,2069-3,cumulus__missing-or-null,ambulatory +62,2019-10-01,20565-8,,ambulatory +62,2019-10-01,20565-8,cumulus__missing-or-null,ambulatory 62,2019-05-01,,Urine smell ammoniacal (finding), 62,2019-05-01,,Urine nitrite negative (finding), 62,2019-05-01,,Urine leukocyte test negative (finding), @@ -2403,15 +11165,25 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2019-05-01,,Finding of bilirubin in urine (finding), 62,2019-05-01,,Cloudy urine (finding), 62,2019-05-01,,Brown color (qualifier value), -62,2019-05-01,5802-4,, +62,2019-05-01,5811-5,,ambulatory +62,2019-05-01,5811-5,cumulus__missing-or-null,ambulatory +62,2019-05-01,5804-0,, +62,2019-05-01,5804-0,cumulus__missing-or-null, +62,2019-05-01,5803-2,,ambulatory +62,2019-05-01,5803-2,cumulus__missing-or-null,ambulatory +62,2019-05-01,5802-4,,ambulatory 62,2019-05-01,5802-4,Urine nitrite negative (finding), -62,2019-05-01,5799-2,, +62,2019-05-01,5799-2,,ambulatory 62,2019-05-01,5799-2,Urine leukocyte test negative (finding), -62,2019-05-01,5794-3,, +62,2019-05-01,5797-6,, +62,2019-05-01,5797-6,cumulus__missing-or-null, +62,2019-05-01,5794-3,,ambulatory 62,2019-05-01,5794-3,Urine blood test = negative (finding), +62,2019-05-01,5792-7,, +62,2019-05-01,5792-7,cumulus__missing-or-null, 62,2019-05-01,5778-6,, 62,2019-05-01,5778-6,Brown color (qualifier value), -62,2019-05-01,5770-3,, +62,2019-05-01,5770-3,,ambulatory 62,2019-05-01,5770-3,Finding of bilirubin in urine (finding), 62,2019-05-01,5767-9,, 62,2019-05-01,5767-9,Cloudy urine (finding), @@ -2419,10 +11191,30 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2019-05-01,34533-0,Urine smell ammoniacal (finding), 62,2019-05-01,32167-9,, 62,2019-05-01,32167-9,Translucent (qualifier value), -62,2019-05-01,25428-4,, +62,2019-05-01,25428-4,,ambulatory 62,2019-05-01,25428-4,Urine glucose test = ++ (finding), -62,2019-05-01,2514-8,, -62,2019-05-01,20454-5,, +62,2019-05-01,2514-8,,ambulatory +62,2019-05-01,20505-4,, +62,2019-05-01,20505-4,cumulus__missing-or-null, +62,2019-05-01,20454-5,,ambulatory +62,2019-01-01,55758-7,,ambulatory +62,2019-01-01,55758-7,cumulus__missing-or-null,ambulatory +62,2019-01-01,3094-0,, +62,2019-01-01,3094-0,cumulus__missing-or-null, +62,2019-01-01,2951-2,, +62,2019-01-01,2951-2,cumulus__missing-or-null, +62,2019-01-01,2823-3,, +62,2019-01-01,2823-3,cumulus__missing-or-null, +62,2019-01-01,2345-7,, +62,2019-01-01,2345-7,cumulus__missing-or-null, +62,2019-01-01,2160-0,, +62,2019-01-01,2160-0,cumulus__missing-or-null, +62,2019-01-01,2075-0,, +62,2019-01-01,2075-0,cumulus__missing-or-null, +62,2019-01-01,2028-9,, +62,2019-01-01,2028-9,cumulus__missing-or-null, +62,2019-01-01,17861-6,, +62,2019-01-01,17861-6,cumulus__missing-or-null, 62,2018-11-01,,Urine smell ammoniacal (finding), 62,2018-11-01,,Urine nitrite negative (finding), 62,2018-11-01,,Urine leukocyte test negative (finding), @@ -2432,55 +11224,70 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2018-11-01,,Finding of bilirubin in urine (finding), 62,2018-11-01,,Cloudy urine (finding), 62,2018-11-01,,Brown color (qualifier value), -62,2018-11-01,5802-4,, +62,2018-11-01,5804-0,, +62,2018-11-01,5804-0,cumulus__missing-or-null, 62,2018-11-01,5802-4,Urine nitrite negative (finding), -62,2018-11-01,5799-2,, 62,2018-11-01,5799-2,Urine leukocyte test negative (finding), -62,2018-11-01,5794-3,, +62,2018-11-01,5797-6,, +62,2018-11-01,5797-6,cumulus__missing-or-null, 62,2018-11-01,5794-3,Urine blood test = negative (finding), +62,2018-11-01,5792-7,, +62,2018-11-01,5792-7,cumulus__missing-or-null, 62,2018-11-01,5778-6,, 62,2018-11-01,5778-6,Brown color (qualifier value), -62,2018-11-01,5770-3,, 62,2018-11-01,5770-3,Finding of bilirubin in urine (finding), 62,2018-11-01,5767-9,, 62,2018-11-01,5767-9,Cloudy urine (finding), +62,2018-11-01,55758-7,, +62,2018-11-01,55758-7,cumulus__missing-or-null, 62,2018-11-01,34533-0,, 62,2018-11-01,34533-0,Urine smell ammoniacal (finding), 62,2018-11-01,32167-9,, 62,2018-11-01,32167-9,Translucent (qualifier value), -62,2018-11-01,25428-4,, 62,2018-11-01,25428-4,Urine glucose test = ++ (finding), -62,2018-11-01,2514-8,, -62,2018-11-01,20454-5,, -62,2018-08-01,,Urine smell ammoniacal (finding),AMB -62,2018-08-01,,Urine nitrite negative (finding),AMB -62,2018-08-01,,Urine leukocyte test negative (finding),AMB -62,2018-08-01,,Urine glucose test = ++ (finding),AMB -62,2018-08-01,,Urine blood test = negative (finding),AMB -62,2018-08-01,,Translucent (qualifier value),AMB -62,2018-08-01,,Finding of bilirubin in urine (finding),AMB -62,2018-08-01,,Cloudy urine (finding),AMB -62,2018-08-01,,Brown color (qualifier value),AMB -62,2018-08-01,5802-4,,AMB -62,2018-08-01,5802-4,Urine nitrite negative (finding),AMB -62,2018-08-01,5799-2,,AMB -62,2018-08-01,5799-2,Urine leukocyte test negative (finding),AMB -62,2018-08-01,5794-3,,AMB -62,2018-08-01,5794-3,Urine blood test = negative (finding),AMB -62,2018-08-01,5778-6,,AMB -62,2018-08-01,5778-6,Brown color (qualifier value),AMB -62,2018-08-01,5770-3,,AMB -62,2018-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -62,2018-08-01,5767-9,,AMB -62,2018-08-01,5767-9,Cloudy urine (finding),AMB -62,2018-08-01,32167-9,,AMB -62,2018-08-01,32167-9,Translucent (qualifier value),AMB -62,2018-08-01,25428-4,,AMB -62,2018-08-01,25428-4,Urine glucose test = ++ (finding),AMB -62,2018-08-01,2514-8,,AMB -62,2018-08-01,20454-5,,AMB +62,2018-11-01,20505-4,, +62,2018-11-01,20505-4,cumulus__missing-or-null, +62,2018-10-01,55758-7,, +62,2018-10-01,55758-7,cumulus__missing-or-null, +62,2018-10-01,4548-4,,ambulatory +62,2018-10-01,4548-4,cumulus__missing-or-null,ambulatory +62,2018-08-01,,Urine smell ammoniacal (finding),ambulatory +62,2018-08-01,,Urine nitrite negative (finding),ambulatory +62,2018-08-01,,Urine leukocyte test negative (finding),ambulatory +62,2018-08-01,,Urine glucose test = ++ (finding),ambulatory +62,2018-08-01,,Urine blood test = negative (finding),ambulatory +62,2018-08-01,,Translucent (qualifier value),ambulatory +62,2018-08-01,,Finding of bilirubin in urine (finding),ambulatory +62,2018-08-01,,Cloudy urine (finding),ambulatory +62,2018-08-01,,Brown color (qualifier value),ambulatory +62,2018-08-01,5804-0,,ambulatory +62,2018-08-01,5804-0,cumulus__missing-or-null,ambulatory +62,2018-08-01,5802-4,Urine nitrite negative (finding),ambulatory +62,2018-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +62,2018-08-01,5797-6,,ambulatory +62,2018-08-01,5797-6,cumulus__missing-or-null,ambulatory +62,2018-08-01,5794-3,Urine blood test = negative (finding),ambulatory +62,2018-08-01,5792-7,,ambulatory +62,2018-08-01,5792-7,cumulus__missing-or-null,ambulatory +62,2018-08-01,5778-6,,ambulatory +62,2018-08-01,5778-6,Brown color (qualifier value),ambulatory +62,2018-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +62,2018-08-01,5767-9,Cloudy urine (finding),ambulatory +62,2018-08-01,32167-9,,ambulatory +62,2018-08-01,32167-9,Translucent (qualifier value),ambulatory +62,2018-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +62,2018-08-01,20505-4,,ambulatory +62,2018-08-01,20505-4,cumulus__missing-or-null,ambulatory 62,2018-04-01,34533-0,, 62,2018-04-01,34533-0,Urine smell ammoniacal (finding), +62,2018-03-01,70274-6,,ambulatory +62,2018-03-01,70274-6,cumulus__missing-or-null,ambulatory +62,2018-02-01,4548-4,,ambulatory +62,2018-02-01,4548-4,cumulus__missing-or-null,ambulatory +62,2017-11-01,,Never smoked tobacco (finding),ambulatory +62,2017-11-01,72166-2,Never smoked tobacco (finding),ambulatory +62,2017-10-01,55758-7,,ambulatory +62,2017-10-01,55758-7,cumulus__missing-or-null,ambulatory 62,2017-08-01,,Urine smell ammoniacal (finding), 62,2017-08-01,,Urine nitrite negative (finding), 62,2017-08-01,,Urine leukocyte test negative (finding), @@ -2490,24 +11297,26 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2017-08-01,,Finding of bilirubin in urine (finding), 62,2017-08-01,,Cloudy urine (finding), 62,2017-08-01,,Brown color (qualifier value), -62,2017-08-01,5802-4,, +62,2017-08-01,5804-0,, +62,2017-08-01,5804-0,cumulus__missing-or-null, 62,2017-08-01,5802-4,Urine nitrite negative (finding), -62,2017-08-01,5799-2,, 62,2017-08-01,5799-2,Urine leukocyte test negative (finding), -62,2017-08-01,5794-3,, +62,2017-08-01,5797-6,, +62,2017-08-01,5797-6,cumulus__missing-or-null, 62,2017-08-01,5794-3,Urine blood test = negative (finding), +62,2017-08-01,5792-7,, +62,2017-08-01,5792-7,cumulus__missing-or-null, 62,2017-08-01,5778-6,, 62,2017-08-01,5778-6,Brown color (qualifier value), -62,2017-08-01,5770-3,, 62,2017-08-01,5770-3,Finding of bilirubin in urine (finding), -62,2017-08-01,5767-9,, 62,2017-08-01,5767-9,Cloudy urine (finding), 62,2017-08-01,32167-9,, 62,2017-08-01,32167-9,Translucent (qualifier value), -62,2017-08-01,25428-4,, 62,2017-08-01,25428-4,Urine glucose test = ++ (finding), -62,2017-08-01,2514-8,, -62,2017-08-01,20454-5,, +62,2017-08-01,20505-4,, +62,2017-08-01,20505-4,cumulus__missing-or-null, +62,2017-03-01,4548-4,,ambulatory +62,2017-03-01,4548-4,cumulus__missing-or-null,ambulatory 62,2017-02-01,,Urine smell ammoniacal (finding), 62,2017-02-01,,Urine nitrite negative (finding), 62,2017-02-01,,Urine leukocyte test negative (finding), @@ -2517,55 +11326,135 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2017-02-01,,Finding of bilirubin in urine (finding), 62,2017-02-01,,Cloudy urine (finding), 62,2017-02-01,,Brown color (qualifier value), +62,2017-02-01,6299-2,,ambulatory +62,2017-02-01,6299-2,cumulus__missing-or-null,ambulatory +62,2017-02-01,6298-4,,ambulatory +62,2017-02-01,6298-4,cumulus__missing-or-null,ambulatory +62,2017-02-01,5811-5,, +62,2017-02-01,5811-5,cumulus__missing-or-null, +62,2017-02-01,5804-0,, +62,2017-02-01,5804-0,cumulus__missing-or-null, +62,2017-02-01,5803-2,, +62,2017-02-01,5803-2,cumulus__missing-or-null, 62,2017-02-01,5802-4,, 62,2017-02-01,5802-4,Urine nitrite negative (finding), 62,2017-02-01,5799-2,, 62,2017-02-01,5799-2,Urine leukocyte test negative (finding), +62,2017-02-01,5797-6,, +62,2017-02-01,5797-6,cumulus__missing-or-null, 62,2017-02-01,5794-3,, 62,2017-02-01,5794-3,Urine blood test = negative (finding), +62,2017-02-01,5792-7,, +62,2017-02-01,5792-7,cumulus__missing-or-null, 62,2017-02-01,5778-6,, 62,2017-02-01,5778-6,Brown color (qualifier value), 62,2017-02-01,5770-3,, 62,2017-02-01,5770-3,Finding of bilirubin in urine (finding), 62,2017-02-01,5767-9,, 62,2017-02-01,5767-9,Cloudy urine (finding), +62,2017-02-01,55758-7,,ambulatory +62,2017-02-01,55758-7,cumulus__missing-or-null,ambulatory +62,2017-02-01,49765-1,,ambulatory +62,2017-02-01,49765-1,cumulus__missing-or-null,ambulatory +62,2017-02-01,38483-4,,ambulatory +62,2017-02-01,38483-4,cumulus__missing-or-null,ambulatory 62,2017-02-01,34533-0,, 62,2017-02-01,34533-0,Urine smell ammoniacal (finding), 62,2017-02-01,32167-9,, 62,2017-02-01,32167-9,Translucent (qualifier value), +62,2017-02-01,2947-0,,ambulatory +62,2017-02-01,2947-0,cumulus__missing-or-null,ambulatory 62,2017-02-01,25428-4,, 62,2017-02-01,25428-4,Urine glucose test = ++ (finding), 62,2017-02-01,2514-8,, +62,2017-02-01,2339-0,,ambulatory +62,2017-02-01,2339-0,cumulus__missing-or-null,ambulatory +62,2017-02-01,2069-3,,ambulatory +62,2017-02-01,2069-3,cumulus__missing-or-null,ambulatory +62,2017-02-01,20565-8,,ambulatory +62,2017-02-01,20565-8,cumulus__missing-or-null,ambulatory +62,2017-02-01,20505-4,, +62,2017-02-01,20505-4,cumulus__missing-or-null, 62,2017-02-01,20454-5,, -62,2016-09-01,,Urine smell ammoniacal (finding),AMB -62,2016-09-01,,Urine nitrite negative (finding),AMB -62,2016-09-01,,Urine leukocyte test negative (finding),AMB -62,2016-09-01,,Urine glucose test = ++ (finding),AMB -62,2016-09-01,,Urine blood test = negative (finding),AMB -62,2016-09-01,,Translucent (qualifier value),AMB -62,2016-09-01,,Finding of bilirubin in urine (finding),AMB -62,2016-09-01,,Cloudy urine (finding),AMB -62,2016-09-01,,Brown color (qualifier value),AMB -62,2016-09-01,5802-4,,AMB -62,2016-09-01,5802-4,Urine nitrite negative (finding),AMB -62,2016-09-01,5799-2,,AMB -62,2016-09-01,5799-2,Urine leukocyte test negative (finding),AMB -62,2016-09-01,5794-3,,AMB -62,2016-09-01,5794-3,Urine blood test = negative (finding),AMB -62,2016-09-01,5778-6,,AMB -62,2016-09-01,5778-6,Brown color (qualifier value),AMB -62,2016-09-01,5770-3,,AMB -62,2016-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -62,2016-09-01,5767-9,,AMB -62,2016-09-01,5767-9,Cloudy urine (finding),AMB -62,2016-09-01,34533-0,,AMB -62,2016-09-01,34533-0,Urine smell ammoniacal (finding),AMB -62,2016-09-01,32167-9,,AMB -62,2016-09-01,32167-9,Translucent (qualifier value),AMB -62,2016-09-01,25428-4,,AMB -62,2016-09-01,25428-4,Urine glucose test = ++ (finding),AMB -62,2016-09-01,2514-8,,AMB -62,2016-09-01,20454-5,,AMB +62,2016-11-01,6299-2,, +62,2016-11-01,6299-2,cumulus__missing-or-null, +62,2016-11-01,6298-4,, +62,2016-11-01,6298-4,cumulus__missing-or-null, +62,2016-11-01,5767-9,, +62,2016-11-01,5767-9,,ambulatory +62,2016-11-01,49765-1,, +62,2016-11-01,49765-1,cumulus__missing-or-null, +62,2016-11-01,4548-4,, +62,2016-11-01,4548-4,cumulus__missing-or-null, +62,2016-11-01,38483-4,, +62,2016-11-01,38483-4,cumulus__missing-or-null, +62,2016-11-01,2947-0,, +62,2016-11-01,2947-0,cumulus__missing-or-null, +62,2016-11-01,2339-0,, +62,2016-11-01,2339-0,cumulus__missing-or-null, +62,2016-11-01,2069-3,, +62,2016-11-01,2069-3,cumulus__missing-or-null, +62,2016-11-01,20565-8,, +62,2016-11-01,20565-8,cumulus__missing-or-null, +62,2016-09-01,,Urine smell ammoniacal (finding),ambulatory +62,2016-09-01,,Urine nitrite negative (finding),ambulatory +62,2016-09-01,,Urine leukocyte test negative (finding),ambulatory +62,2016-09-01,,Urine glucose test = ++ (finding),ambulatory +62,2016-09-01,,Urine blood test = negative (finding),ambulatory +62,2016-09-01,,Translucent (qualifier value),ambulatory +62,2016-09-01,,Finding of bilirubin in urine (finding),ambulatory +62,2016-09-01,,Cloudy urine (finding),ambulatory +62,2016-09-01,,Brown color (qualifier value),ambulatory +62,2016-09-01,5811-5,,ambulatory +62,2016-09-01,5811-5,cumulus__missing-or-null,ambulatory +62,2016-09-01,5804-0,,ambulatory +62,2016-09-01,5804-0,cumulus__missing-or-null,ambulatory +62,2016-09-01,5803-2,,ambulatory +62,2016-09-01,5803-2,cumulus__missing-or-null,ambulatory +62,2016-09-01,5802-4,,ambulatory +62,2016-09-01,5802-4,Urine nitrite negative (finding),ambulatory +62,2016-09-01,5799-2,,ambulatory +62,2016-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +62,2016-09-01,5797-6,,ambulatory +62,2016-09-01,5797-6,cumulus__missing-or-null,ambulatory +62,2016-09-01,5794-3,,ambulatory +62,2016-09-01,5794-3,Urine blood test = negative (finding),ambulatory +62,2016-09-01,5792-7,,ambulatory +62,2016-09-01,5792-7,cumulus__missing-or-null,ambulatory +62,2016-09-01,5778-6,,ambulatory +62,2016-09-01,5778-6,Brown color (qualifier value),ambulatory +62,2016-09-01,5770-3,,ambulatory +62,2016-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +62,2016-09-01,5767-9,,ambulatory +62,2016-09-01,5767-9,Cloudy urine (finding),ambulatory +62,2016-09-01,34533-0,,ambulatory +62,2016-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +62,2016-09-01,32167-9,,ambulatory +62,2016-09-01,32167-9,Translucent (qualifier value),ambulatory +62,2016-09-01,25428-4,,ambulatory +62,2016-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +62,2016-09-01,2514-8,,ambulatory +62,2016-09-01,20505-4,,ambulatory +62,2016-09-01,20505-4,cumulus__missing-or-null,ambulatory +62,2016-09-01,20454-5,,ambulatory +62,2016-08-01,4548-4,, +62,2016-08-01,4548-4,cumulus__missing-or-null, +62,2016-07-01,6299-2,,ambulatory +62,2016-07-01,6299-2,cumulus__missing-or-null,ambulatory +62,2016-07-01,6298-4,,ambulatory +62,2016-07-01,6298-4,cumulus__missing-or-null,ambulatory +62,2016-07-01,49765-1,,ambulatory +62,2016-07-01,49765-1,cumulus__missing-or-null,ambulatory +62,2016-07-01,38483-4,,ambulatory +62,2016-07-01,38483-4,cumulus__missing-or-null,ambulatory +62,2016-07-01,2947-0,,ambulatory +62,2016-07-01,2947-0,cumulus__missing-or-null,ambulatory +62,2016-07-01,2339-0,,ambulatory +62,2016-07-01,2339-0,cumulus__missing-or-null,ambulatory +62,2016-07-01,2069-3,,ambulatory +62,2016-07-01,2069-3,cumulus__missing-or-null,ambulatory +62,2016-07-01,20565-8,,ambulatory +62,2016-07-01,20565-8,cumulus__missing-or-null,ambulatory 62,2016-06-01,,Urine smell ammoniacal (finding), 62,2016-06-01,,Urine nitrite negative (finding), 62,2016-06-01,,Urine leukocyte test negative (finding), @@ -2575,23 +11464,34 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 62,2016-06-01,,Finding of bilirubin in urine (finding), 62,2016-06-01,,Cloudy urine (finding), 62,2016-06-01,,Brown color (qualifier value), +62,2016-06-01,5811-5,, +62,2016-06-01,5811-5,cumulus__missing-or-null, +62,2016-06-01,5804-0,, +62,2016-06-01,5804-0,cumulus__missing-or-null, +62,2016-06-01,5803-2,, +62,2016-06-01,5803-2,cumulus__missing-or-null, 62,2016-06-01,5802-4,, 62,2016-06-01,5802-4,Urine nitrite negative (finding), 62,2016-06-01,5799-2,, 62,2016-06-01,5799-2,Urine leukocyte test negative (finding), +62,2016-06-01,5797-6,, +62,2016-06-01,5797-6,cumulus__missing-or-null, 62,2016-06-01,5794-3,, 62,2016-06-01,5794-3,Urine blood test = negative (finding), +62,2016-06-01,5792-7,, +62,2016-06-01,5792-7,cumulus__missing-or-null, 62,2016-06-01,5778-6,, 62,2016-06-01,5778-6,Brown color (qualifier value), 62,2016-06-01,5770-3,, 62,2016-06-01,5770-3,Finding of bilirubin in urine (finding), -62,2016-06-01,5767-9,, 62,2016-06-01,5767-9,Cloudy urine (finding), 62,2016-06-01,32167-9,, 62,2016-06-01,32167-9,Translucent (qualifier value), 62,2016-06-01,25428-4,, 62,2016-06-01,25428-4,Urine glucose test = ++ (finding), 62,2016-06-01,2514-8,, +62,2016-06-01,20505-4,, +62,2016-06-01,20505-4,cumulus__missing-or-null, 62,2016-06-01,20454-5,, 61,2023-03-01,,Urine smell ammoniacal (finding), 61,2023-03-01,,Urine nitrite negative (finding), @@ -2602,12 +11502,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2023-03-01,,Finding of bilirubin in urine (finding), 61,2023-03-01,,Cloudy urine (finding), 61,2023-03-01,,Brown color (qualifier value), +61,2023-03-01,5811-5,, +61,2023-03-01,5811-5,cumulus__missing-or-null, +61,2023-03-01,5804-0,, +61,2023-03-01,5804-0,cumulus__missing-or-null, +61,2023-03-01,5803-2,, +61,2023-03-01,5803-2,cumulus__missing-or-null, 61,2023-03-01,5802-4,, 61,2023-03-01,5802-4,Urine nitrite negative (finding), 61,2023-03-01,5799-2,, 61,2023-03-01,5799-2,Urine leukocyte test negative (finding), +61,2023-03-01,5797-6,, +61,2023-03-01,5797-6,cumulus__missing-or-null, 61,2023-03-01,5794-3,, 61,2023-03-01,5794-3,Urine blood test = negative (finding), +61,2023-03-01,5792-7,, +61,2023-03-01,5792-7,cumulus__missing-or-null, 61,2023-03-01,5778-6,, 61,2023-03-01,5778-6,Brown color (qualifier value), 61,2023-03-01,5770-3,, @@ -2621,63 +11531,81 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2023-03-01,25428-4,, 61,2023-03-01,25428-4,Urine glucose test = ++ (finding), 61,2023-03-01,2514-8,, +61,2023-03-01,20505-4,, +61,2023-03-01,20505-4,cumulus__missing-or-null, 61,2023-03-01,20454-5,, -61,2022-07-01,,Urine smell ammoniacal (finding),AMB -61,2022-07-01,,Urine nitrite negative (finding),AMB -61,2022-07-01,,Urine leukocyte test negative (finding),AMB -61,2022-07-01,,Urine glucose test = ++ (finding),AMB -61,2022-07-01,,Urine blood test = negative (finding),AMB -61,2022-07-01,,Translucent (qualifier value),AMB -61,2022-07-01,,Finding of bilirubin in urine (finding),AMB -61,2022-07-01,,Cloudy urine (finding),AMB -61,2022-07-01,,Brown color (qualifier value),AMB -61,2022-07-01,5802-4,,AMB -61,2022-07-01,5802-4,Urine nitrite negative (finding),AMB -61,2022-07-01,5799-2,,AMB -61,2022-07-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2022-07-01,5794-3,,AMB -61,2022-07-01,5794-3,Urine blood test = negative (finding),AMB -61,2022-07-01,5778-6,,AMB -61,2022-07-01,5778-6,Brown color (qualifier value),AMB -61,2022-07-01,5770-3,,AMB -61,2022-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2022-07-01,5767-9,,AMB -61,2022-07-01,5767-9,Cloudy urine (finding),AMB -61,2022-07-01,34533-0,,AMB -61,2022-07-01,34533-0,Urine smell ammoniacal (finding),AMB -61,2022-07-01,32167-9,,AMB -61,2022-07-01,32167-9,Translucent (qualifier value),AMB -61,2022-07-01,25428-4,,AMB -61,2022-07-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2022-07-01,2514-8,,AMB -61,2022-07-01,20454-5,,AMB -61,2021-11-01,,Urine smell ammoniacal (finding),AMB -61,2021-11-01,,Urine nitrite negative (finding),AMB -61,2021-11-01,,Urine leukocyte test negative (finding),AMB -61,2021-11-01,,Urine glucose test = ++ (finding),AMB -61,2021-11-01,,Urine blood test = negative (finding),AMB -61,2021-11-01,,Translucent (qualifier value),AMB -61,2021-11-01,,Finding of bilirubin in urine (finding),AMB -61,2021-11-01,,Cloudy urine (finding),AMB -61,2021-11-01,,Brown color (qualifier value),AMB -61,2021-11-01,5802-4,,AMB -61,2021-11-01,5802-4,Urine nitrite negative (finding),AMB -61,2021-11-01,5799-2,,AMB -61,2021-11-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2021-11-01,5794-3,,AMB -61,2021-11-01,5794-3,Urine blood test = negative (finding),AMB -61,2021-11-01,5778-6,,AMB -61,2021-11-01,5778-6,Brown color (qualifier value),AMB -61,2021-11-01,5770-3,,AMB -61,2021-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2021-11-01,5767-9,,AMB -61,2021-11-01,5767-9,Cloudy urine (finding),AMB -61,2021-11-01,32167-9,,AMB -61,2021-11-01,32167-9,Translucent (qualifier value),AMB -61,2021-11-01,25428-4,,AMB -61,2021-11-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2021-11-01,2514-8,,AMB -61,2021-11-01,20454-5,,AMB +61,2023-02-01,55758-7,,ambulatory +61,2023-02-01,55758-7,cumulus__missing-or-null,ambulatory +61,2022-09-01,55758-7,, +61,2022-09-01,55758-7,cumulus__missing-or-null, +61,2022-07-01,,Urine smell ammoniacal (finding),ambulatory +61,2022-07-01,,Urine nitrite negative (finding),ambulatory +61,2022-07-01,,Urine leukocyte test negative (finding),ambulatory +61,2022-07-01,,Urine glucose test = ++ (finding),ambulatory +61,2022-07-01,,Urine blood test = negative (finding),ambulatory +61,2022-07-01,,Translucent (qualifier value),ambulatory +61,2022-07-01,,Finding of bilirubin in urine (finding),ambulatory +61,2022-07-01,,Cloudy urine (finding),ambulatory +61,2022-07-01,,Brown color (qualifier value),ambulatory +61,2022-07-01,5811-5,,ambulatory +61,2022-07-01,5811-5,cumulus__missing-or-null,ambulatory +61,2022-07-01,5804-0,,ambulatory +61,2022-07-01,5804-0,cumulus__missing-or-null,ambulatory +61,2022-07-01,5803-2,,ambulatory +61,2022-07-01,5803-2,cumulus__missing-or-null,ambulatory +61,2022-07-01,5802-4,,ambulatory +61,2022-07-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2022-07-01,5799-2,,ambulatory +61,2022-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2022-07-01,5797-6,,ambulatory +61,2022-07-01,5797-6,cumulus__missing-or-null,ambulatory +61,2022-07-01,5794-3,,ambulatory +61,2022-07-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2022-07-01,5792-7,,ambulatory +61,2022-07-01,5792-7,cumulus__missing-or-null,ambulatory +61,2022-07-01,5778-6,,ambulatory +61,2022-07-01,5778-6,Brown color (qualifier value),ambulatory +61,2022-07-01,5770-3,,ambulatory +61,2022-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2022-07-01,5767-9,,ambulatory +61,2022-07-01,5767-9,Cloudy urine (finding),ambulatory +61,2022-07-01,34533-0,,ambulatory +61,2022-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2022-07-01,32167-9,,ambulatory +61,2022-07-01,32167-9,Translucent (qualifier value),ambulatory +61,2022-07-01,25428-4,,ambulatory +61,2022-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2022-07-01,2514-8,,ambulatory +61,2022-07-01,20505-4,,ambulatory +61,2022-07-01,20505-4,cumulus__missing-or-null,ambulatory +61,2022-07-01,20454-5,,ambulatory +61,2021-11-01,,Urine smell ammoniacal (finding),ambulatory +61,2021-11-01,,Urine nitrite negative (finding),ambulatory +61,2021-11-01,,Urine leukocyte test negative (finding),ambulatory +61,2021-11-01,,Urine glucose test = ++ (finding),ambulatory +61,2021-11-01,,Urine blood test = negative (finding),ambulatory +61,2021-11-01,,Translucent (qualifier value),ambulatory +61,2021-11-01,,Finding of bilirubin in urine (finding),ambulatory +61,2021-11-01,,Cloudy urine (finding),ambulatory +61,2021-11-01,,Brown color (qualifier value),ambulatory +61,2021-11-01,5804-0,,ambulatory +61,2021-11-01,5804-0,cumulus__missing-or-null,ambulatory +61,2021-11-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2021-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2021-11-01,5797-6,,ambulatory +61,2021-11-01,5797-6,cumulus__missing-or-null,ambulatory +61,2021-11-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2021-11-01,5792-7,,ambulatory +61,2021-11-01,5792-7,cumulus__missing-or-null,ambulatory +61,2021-11-01,5778-6,,ambulatory +61,2021-11-01,5778-6,Brown color (qualifier value),ambulatory +61,2021-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2021-11-01,5767-9,Cloudy urine (finding),ambulatory +61,2021-11-01,32167-9,,ambulatory +61,2021-11-01,32167-9,Translucent (qualifier value),ambulatory +61,2021-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2021-11-01,20505-4,,ambulatory +61,2021-11-01,20505-4,cumulus__missing-or-null,ambulatory 61,2021-04-01,,Urine smell ammoniacal (finding), 61,2021-04-01,,Urine nitrite negative (finding), 61,2021-04-01,,Urine leukocyte test negative (finding), @@ -2687,15 +11615,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2021-04-01,,Finding of bilirubin in urine (finding), 61,2021-04-01,,Cloudy urine (finding), 61,2021-04-01,,Brown color (qualifier value), -61,2021-04-01,5802-4,, +61,2021-04-01,5804-0,, +61,2021-04-01,5804-0,cumulus__missing-or-null, 61,2021-04-01,5802-4,Urine nitrite negative (finding), -61,2021-04-01,5799-2,, 61,2021-04-01,5799-2,Urine leukocyte test negative (finding), -61,2021-04-01,5794-3,, +61,2021-04-01,5797-6,, +61,2021-04-01,5797-6,cumulus__missing-or-null, 61,2021-04-01,5794-3,Urine blood test = negative (finding), +61,2021-04-01,5792-7,, +61,2021-04-01,5792-7,cumulus__missing-or-null, 61,2021-04-01,5778-6,, 61,2021-04-01,5778-6,Brown color (qualifier value), -61,2021-04-01,5770-3,, 61,2021-04-01,5770-3,Finding of bilirubin in urine (finding), 61,2021-04-01,5767-9,, 61,2021-04-01,5767-9,Cloudy urine (finding), @@ -2703,41 +11633,51 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2021-04-01,34533-0,Urine smell ammoniacal (finding), 61,2021-04-01,32167-9,, 61,2021-04-01,32167-9,Translucent (qualifier value), -61,2021-04-01,25428-4,, 61,2021-04-01,25428-4,Urine glucose test = ++ (finding), -61,2021-04-01,2514-8,, -61,2021-04-01,20454-5,, -61,2021-01-01,,Urine smell ammoniacal (finding),AMB -61,2021-01-01,,Urine nitrite negative (finding),AMB -61,2021-01-01,,Urine leukocyte test negative (finding),AMB -61,2021-01-01,,Urine glucose test = ++ (finding),AMB -61,2021-01-01,,Urine blood test = negative (finding),AMB -61,2021-01-01,,Translucent (qualifier value),AMB -61,2021-01-01,,Finding of bilirubin in urine (finding),AMB -61,2021-01-01,,Cloudy urine (finding),AMB -61,2021-01-01,,Brown color (qualifier value),AMB -61,2021-01-01,5802-4,,AMB -61,2021-01-01,5802-4,Urine nitrite negative (finding),AMB -61,2021-01-01,5799-2,,AMB -61,2021-01-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2021-01-01,5794-3,,AMB -61,2021-01-01,5794-3,Urine blood test = negative (finding),AMB -61,2021-01-01,5778-6,,AMB -61,2021-01-01,5778-6,Brown color (qualifier value),AMB -61,2021-01-01,5770-3,,AMB -61,2021-01-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2021-01-01,5767-9,,AMB -61,2021-01-01,5767-9,Cloudy urine (finding),AMB -61,2021-01-01,34533-0,,AMB -61,2021-01-01,34533-0,Urine smell ammoniacal (finding),AMB -61,2021-01-01,32167-9,,AMB -61,2021-01-01,32167-9,Translucent (qualifier value),AMB -61,2021-01-01,25428-4,,AMB -61,2021-01-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2021-01-01,2514-8,,AMB -61,2021-01-01,20454-5,,AMB -61,2020-12-01,34533-0,,AMB -61,2020-12-01,34533-0,Urine smell ammoniacal (finding),AMB +61,2021-04-01,20505-4,, +61,2021-04-01,20505-4,cumulus__missing-or-null, +61,2021-01-01,,Urine smell ammoniacal (finding),ambulatory +61,2021-01-01,,Urine nitrite negative (finding),ambulatory +61,2021-01-01,,Urine leukocyte test negative (finding),ambulatory +61,2021-01-01,,Urine glucose test = ++ (finding),ambulatory +61,2021-01-01,,Urine blood test = negative (finding),ambulatory +61,2021-01-01,,Translucent (qualifier value),ambulatory +61,2021-01-01,,Finding of bilirubin in urine (finding),ambulatory +61,2021-01-01,,Cloudy urine (finding),ambulatory +61,2021-01-01,,Brown color (qualifier value),ambulatory +61,2021-01-01,59408-5,, +61,2021-01-01,59408-5,cumulus__missing-or-null, +61,2021-01-01,5804-0,,ambulatory +61,2021-01-01,5804-0,cumulus__missing-or-null,ambulatory +61,2021-01-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2021-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2021-01-01,5797-6,,ambulatory +61,2021-01-01,5797-6,cumulus__missing-or-null,ambulatory +61,2021-01-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2021-01-01,5792-7,,ambulatory +61,2021-01-01,5792-7,cumulus__missing-or-null,ambulatory +61,2021-01-01,5778-6,,ambulatory +61,2021-01-01,5778-6,Brown color (qualifier value),ambulatory +61,2021-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2021-01-01,5767-9,,ambulatory +61,2021-01-01,5767-9,Cloudy urine (finding),ambulatory +61,2021-01-01,34533-0,,ambulatory +61,2021-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2021-01-01,32167-9,,ambulatory +61,2021-01-01,32167-9,Translucent (qualifier value),ambulatory +61,2021-01-01,2708-6,, +61,2021-01-01,2708-6,cumulus__missing-or-null, +61,2021-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2021-01-01,20505-4,,ambulatory +61,2021-01-01,20505-4,cumulus__missing-or-null,ambulatory +61,2020-12-01,34533-0,,ambulatory +61,2020-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2020-11-01,8331-1,, +61,2020-11-01,8331-1,cumulus__missing-or-null, +61,2020-11-01,8310-5,, +61,2020-11-01,8310-5,cumulus__missing-or-null, +61,2020-10-01,55758-7,,ambulatory +61,2020-10-01,55758-7,cumulus__missing-or-null,ambulatory 61,2020-09-01,,Urine smell ammoniacal (finding), 61,2020-09-01,,Urine nitrite negative (finding), 61,2020-09-01,,Urine leukocyte test negative (finding), @@ -2747,18 +11687,32 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2020-09-01,,Finding of bilirubin in urine (finding), 61,2020-09-01,,Cloudy urine (finding), 61,2020-09-01,,Brown color (qualifier value), +61,2020-09-01,5811-5,, +61,2020-09-01,5811-5,cumulus__missing-or-null, +61,2020-09-01,5804-0,, +61,2020-09-01,5804-0,cumulus__missing-or-null, +61,2020-09-01,5803-2,, +61,2020-09-01,5803-2,cumulus__missing-or-null, 61,2020-09-01,5802-4,, 61,2020-09-01,5802-4,Urine nitrite negative (finding), 61,2020-09-01,5799-2,, 61,2020-09-01,5799-2,Urine leukocyte test negative (finding), +61,2020-09-01,5797-6,, +61,2020-09-01,5797-6,cumulus__missing-or-null, 61,2020-09-01,5794-3,, 61,2020-09-01,5794-3,Urine blood test = negative (finding), +61,2020-09-01,5792-7,, +61,2020-09-01,5792-7,cumulus__missing-or-null, 61,2020-09-01,5778-6,, 61,2020-09-01,5778-6,Brown color (qualifier value), 61,2020-09-01,5770-3,, 61,2020-09-01,5770-3,Finding of bilirubin in urine (finding), 61,2020-09-01,5767-9,, 61,2020-09-01,5767-9,Cloudy urine (finding), +61,2020-09-01,55758-7,, +61,2020-09-01,55758-7,,ambulatory +61,2020-09-01,55758-7,cumulus__missing-or-null, +61,2020-09-01,55758-7,cumulus__missing-or-null,ambulatory 61,2020-09-01,34533-0,, 61,2020-09-01,34533-0,Urine smell ammoniacal (finding), 61,2020-09-01,32167-9,, @@ -2766,57 +11720,105 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2020-09-01,25428-4,, 61,2020-09-01,25428-4,Urine glucose test = ++ (finding), 61,2020-09-01,2514-8,, +61,2020-09-01,20505-4,, +61,2020-09-01,20505-4,cumulus__missing-or-null, 61,2020-09-01,20454-5,, -61,2020-06-01,,Urine smell ammoniacal (finding),AMB -61,2020-06-01,,Urine nitrite negative (finding),AMB -61,2020-06-01,,Urine leukocyte test negative (finding),AMB -61,2020-06-01,,Urine glucose test = ++ (finding),AMB -61,2020-06-01,,Urine blood test = negative (finding),AMB -61,2020-06-01,,Translucent (qualifier value),AMB -61,2020-06-01,,Finding of bilirubin in urine (finding),AMB -61,2020-06-01,,Cloudy urine (finding),AMB -61,2020-06-01,,Brown color (qualifier value),AMB -61,2020-06-01,5802-4,,AMB -61,2020-06-01,5802-4,Urine nitrite negative (finding),AMB -61,2020-06-01,5799-2,,AMB -61,2020-06-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2020-06-01,5794-3,,AMB -61,2020-06-01,5794-3,Urine blood test = negative (finding),AMB -61,2020-06-01,5778-6,,AMB -61,2020-06-01,5778-6,Brown color (qualifier value),AMB -61,2020-06-01,5770-3,,AMB -61,2020-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2020-06-01,5767-9,,AMB -61,2020-06-01,5767-9,Cloudy urine (finding),AMB -61,2020-06-01,34533-0,,AMB -61,2020-06-01,34533-0,Urine smell ammoniacal (finding),AMB -61,2020-06-01,32167-9,,AMB -61,2020-06-01,32167-9,Translucent (qualifier value),AMB -61,2020-06-01,25428-4,,AMB -61,2020-06-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2020-06-01,2514-8,,AMB -61,2020-06-01,20454-5,,AMB +61,2020-08-01,5767-9,,ambulatory +61,2020-07-01,55758-7,,ambulatory +61,2020-07-01,55758-7,cumulus__missing-or-null,ambulatory +61,2020-06-01,,Urine smell ammoniacal (finding),ambulatory +61,2020-06-01,,Urine nitrite negative (finding),ambulatory +61,2020-06-01,,Urine leukocyte test negative (finding),ambulatory +61,2020-06-01,,Urine glucose test = ++ (finding),ambulatory +61,2020-06-01,,Urine blood test = negative (finding),ambulatory +61,2020-06-01,,Translucent (qualifier value),ambulatory +61,2020-06-01,,Finding of bilirubin in urine (finding),ambulatory +61,2020-06-01,,Cloudy urine (finding),ambulatory +61,2020-06-01,,Brown color (qualifier value),ambulatory +61,2020-06-01,5811-5,,ambulatory +61,2020-06-01,5811-5,cumulus__missing-or-null,ambulatory +61,2020-06-01,5804-0,,ambulatory +61,2020-06-01,5804-0,cumulus__missing-or-null,ambulatory +61,2020-06-01,5803-2,,ambulatory +61,2020-06-01,5803-2,cumulus__missing-or-null,ambulatory +61,2020-06-01,5802-4,,ambulatory +61,2020-06-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2020-06-01,5799-2,,ambulatory +61,2020-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2020-06-01,5797-6,,ambulatory +61,2020-06-01,5797-6,cumulus__missing-or-null,ambulatory +61,2020-06-01,5794-3,,ambulatory +61,2020-06-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2020-06-01,5792-7,,ambulatory +61,2020-06-01,5792-7,cumulus__missing-or-null,ambulatory +61,2020-06-01,5778-6,,ambulatory +61,2020-06-01,5778-6,Brown color (qualifier value),ambulatory +61,2020-06-01,5770-3,,ambulatory +61,2020-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2020-06-01,5767-9,,ambulatory +61,2020-06-01,5767-9,Cloudy urine (finding),ambulatory +61,2020-06-01,34533-0,,ambulatory +61,2020-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2020-06-01,32167-9,,ambulatory +61,2020-06-01,32167-9,Translucent (qualifier value),ambulatory +61,2020-06-01,25428-4,,ambulatory +61,2020-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2020-06-01,2514-8,,ambulatory +61,2020-06-01,20505-4,,ambulatory +61,2020-06-01,20505-4,cumulus__missing-or-null,ambulatory +61,2020-06-01,20454-5,,ambulatory 61,2020-04-01,,Urine nitrite negative (finding), 61,2020-04-01,,Urine leukocyte test negative (finding), 61,2020-04-01,,Urine glucose test = ++ (finding), 61,2020-04-01,,Finding of bilirubin in urine (finding), +61,2020-04-01,5811-5,, +61,2020-04-01,5811-5,cumulus__missing-or-null, +61,2020-04-01,5804-0,, +61,2020-04-01,5804-0,cumulus__missing-or-null, +61,2020-04-01,5803-2,, +61,2020-04-01,5803-2,cumulus__missing-or-null, 61,2020-04-01,5802-4,, 61,2020-04-01,5802-4,Urine nitrite negative (finding), 61,2020-04-01,5799-2,, 61,2020-04-01,5799-2,Urine leukocyte test negative (finding), +61,2020-04-01,5797-6,, +61,2020-04-01,5797-6,cumulus__missing-or-null, 61,2020-04-01,5794-3,, +61,2020-04-01,5792-7,, +61,2020-04-01,5792-7,cumulus__missing-or-null, 61,2020-04-01,5778-6,, 61,2020-04-01,5770-3,, 61,2020-04-01,5770-3,Finding of bilirubin in urine (finding), 61,2020-04-01,5767-9,, 61,2020-04-01,5767-9,Cloudy urine (finding), +61,2020-04-01,4548-4,, +61,2020-04-01,4548-4,cumulus__missing-or-null, 61,2020-04-01,34533-0,, 61,2020-04-01,32167-9,, 61,2020-04-01,25428-4,, 61,2020-04-01,25428-4,Urine glucose test = ++ (finding), 61,2020-04-01,2514-8,, +61,2020-04-01,20505-4,, +61,2020-04-01,20505-4,cumulus__missing-or-null, 61,2020-04-01,20454-5,, +61,2020-02-01,3094-0,,ambulatory +61,2020-02-01,3094-0,cumulus__missing-or-null,ambulatory +61,2020-02-01,2951-2,,ambulatory +61,2020-02-01,2951-2,cumulus__missing-or-null,ambulatory +61,2020-02-01,2823-3,,ambulatory +61,2020-02-01,2823-3,cumulus__missing-or-null,ambulatory +61,2020-02-01,2345-7,,ambulatory +61,2020-02-01,2345-7,cumulus__missing-or-null,ambulatory +61,2020-02-01,2160-0,,ambulatory +61,2020-02-01,2160-0,cumulus__missing-or-null,ambulatory +61,2020-02-01,2075-0,,ambulatory +61,2020-02-01,2075-0,cumulus__missing-or-null,ambulatory +61,2020-02-01,2028-9,,ambulatory +61,2020-02-01,2028-9,cumulus__missing-or-null,ambulatory +61,2020-02-01,17861-6,,ambulatory +61,2020-02-01,17861-6,cumulus__missing-or-null,ambulatory 61,2020-01-01,,Cloudy urine (finding), +61,2020-01-01,5767-9,, 61,2019-10-01,,Urine smell ammoniacal (finding), 61,2019-10-01,,Urine nitrite negative (finding), 61,2019-10-01,,Urine leukocyte test negative (finding), @@ -2826,12 +11828,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2019-10-01,,Finding of bilirubin in urine (finding), 61,2019-10-01,,Cloudy urine (finding), 61,2019-10-01,,Brown color (qualifier value), +61,2019-10-01,5811-5,, +61,2019-10-01,5811-5,cumulus__missing-or-null, +61,2019-10-01,5804-0,, +61,2019-10-01,5804-0,cumulus__missing-or-null, +61,2019-10-01,5803-2,, +61,2019-10-01,5803-2,cumulus__missing-or-null, 61,2019-10-01,5802-4,, 61,2019-10-01,5802-4,Urine nitrite negative (finding), 61,2019-10-01,5799-2,, 61,2019-10-01,5799-2,Urine leukocyte test negative (finding), +61,2019-10-01,5797-6,, +61,2019-10-01,5797-6,cumulus__missing-or-null, 61,2019-10-01,5794-3,, 61,2019-10-01,5794-3,Urine blood test = negative (finding), +61,2019-10-01,5792-7,, +61,2019-10-01,5792-7,cumulus__missing-or-null, 61,2019-10-01,5778-6,, 61,2019-10-01,5778-6,Brown color (qualifier value), 61,2019-10-01,5770-3,, @@ -2845,40 +11857,144 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2019-10-01,25428-4,, 61,2019-10-01,25428-4,Urine glucose test = ++ (finding), 61,2019-10-01,2514-8,, +61,2019-10-01,20505-4,, +61,2019-10-01,20505-4,cumulus__missing-or-null, 61,2019-10-01,20454-5,, -61,2019-01-01,,Urine smell ammoniacal (finding),AMB -61,2019-01-01,,Urine nitrite negative (finding),AMB -61,2019-01-01,,Urine leukocyte test negative (finding),AMB -61,2019-01-01,,Urine glucose test = ++ (finding),AMB -61,2019-01-01,,Urine blood test = negative (finding),AMB -61,2019-01-01,,Translucent (qualifier value),AMB -61,2019-01-01,,Finding of bilirubin in urine (finding),AMB -61,2019-01-01,,Cloudy urine (finding),AMB -61,2019-01-01,,Brown color (qualifier value),AMB -61,2019-01-01,5802-4,,AMB -61,2019-01-01,5802-4,Urine nitrite negative (finding),AMB -61,2019-01-01,5799-2,,AMB -61,2019-01-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2019-01-01,5794-3,,AMB -61,2019-01-01,5794-3,Urine blood test = negative (finding),AMB -61,2019-01-01,5778-6,,AMB -61,2019-01-01,5778-6,Brown color (qualifier value),AMB -61,2019-01-01,5770-3,,AMB -61,2019-01-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2019-01-01,5767-9,,AMB -61,2019-01-01,5767-9,Cloudy urine (finding),AMB -61,2019-01-01,34533-0,,AMB -61,2019-01-01,34533-0,Urine smell ammoniacal (finding),AMB -61,2019-01-01,32167-9,,AMB -61,2019-01-01,32167-9,Translucent (qualifier value),AMB -61,2019-01-01,25428-4,,AMB -61,2019-01-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2019-01-01,2514-8,,AMB -61,2019-01-01,20454-5,,AMB -61,2018-08-01,34533-0,,AMB -61,2018-08-01,34533-0,Urine smell ammoniacal (finding),AMB +61,2019-09-01,93025-5,,ambulatory +61,2019-09-01,93025-5,cumulus__missing-or-null,ambulatory +61,2019-07-01,6299-2,, +61,2019-07-01,6299-2,cumulus__missing-or-null, +61,2019-07-01,6298-4,, +61,2019-07-01,6298-4,cumulus__missing-or-null, +61,2019-07-01,49765-1,, +61,2019-07-01,49765-1,cumulus__missing-or-null, +61,2019-07-01,4548-4,, +61,2019-07-01,4548-4,cumulus__missing-or-null, +61,2019-07-01,38483-4,, +61,2019-07-01,38483-4,cumulus__missing-or-null, +61,2019-07-01,2947-0,, +61,2019-07-01,2947-0,cumulus__missing-or-null, +61,2019-07-01,2339-0,, +61,2019-07-01,2339-0,cumulus__missing-or-null, +61,2019-07-01,2069-3,, +61,2019-07-01,2069-3,cumulus__missing-or-null, +61,2019-07-01,20565-8,, +61,2019-07-01,20565-8,cumulus__missing-or-null, +61,2019-06-01,3094-0,, +61,2019-06-01,3094-0,cumulus__missing-or-null, +61,2019-06-01,2951-2,, +61,2019-06-01,2951-2,cumulus__missing-or-null, +61,2019-06-01,2823-3,, +61,2019-06-01,2823-3,cumulus__missing-or-null, +61,2019-06-01,2345-7,, +61,2019-06-01,2345-7,cumulus__missing-or-null, +61,2019-06-01,2160-0,, +61,2019-06-01,2160-0,cumulus__missing-or-null, +61,2019-06-01,2075-0,, +61,2019-06-01,2075-0,cumulus__missing-or-null, +61,2019-06-01,2028-9,, +61,2019-06-01,2028-9,cumulus__missing-or-null, +61,2019-06-01,17861-6,, +61,2019-06-01,17861-6,cumulus__missing-or-null, +61,2019-02-01,55758-7,, +61,2019-02-01,55758-7,cumulus__missing-or-null, +61,2019-01-01,,Urine smell ammoniacal (finding),ambulatory +61,2019-01-01,,Urine nitrite negative (finding),ambulatory +61,2019-01-01,,Urine leukocyte test negative (finding),ambulatory +61,2019-01-01,,Urine glucose test = ++ (finding),ambulatory +61,2019-01-01,,Urine blood test = negative (finding),ambulatory +61,2019-01-01,,Translucent (qualifier value),ambulatory +61,2019-01-01,,Finding of bilirubin in urine (finding),ambulatory +61,2019-01-01,,Cloudy urine (finding),ambulatory +61,2019-01-01,,Brown color (qualifier value),ambulatory +61,2019-01-01,5811-5,,ambulatory +61,2019-01-01,5811-5,cumulus__missing-or-null,ambulatory +61,2019-01-01,5804-0,,ambulatory +61,2019-01-01,5804-0,cumulus__missing-or-null,ambulatory +61,2019-01-01,5803-2,,ambulatory +61,2019-01-01,5803-2,cumulus__missing-or-null,ambulatory +61,2019-01-01,5802-4,,ambulatory +61,2019-01-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2019-01-01,5799-2,,ambulatory +61,2019-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2019-01-01,5797-6,,ambulatory +61,2019-01-01,5797-6,cumulus__missing-or-null,ambulatory +61,2019-01-01,5794-3,,ambulatory +61,2019-01-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2019-01-01,5792-7,,ambulatory +61,2019-01-01,5792-7,cumulus__missing-or-null,ambulatory +61,2019-01-01,5778-6,,ambulatory +61,2019-01-01,5778-6,Brown color (qualifier value),ambulatory +61,2019-01-01,5770-3,,ambulatory +61,2019-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2019-01-01,5767-9,,ambulatory +61,2019-01-01,5767-9,Cloudy urine (finding),ambulatory +61,2019-01-01,34533-0,,ambulatory +61,2019-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2019-01-01,32167-9,,ambulatory +61,2019-01-01,32167-9,Translucent (qualifier value),ambulatory +61,2019-01-01,25428-4,,ambulatory +61,2019-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2019-01-01,2514-8,,ambulatory +61,2019-01-01,20505-4,,ambulatory +61,2019-01-01,20505-4,cumulus__missing-or-null,ambulatory +61,2019-01-01,20454-5,,ambulatory +61,2018-12-01,55758-7,,ambulatory +61,2018-12-01,55758-7,cumulus__missing-or-null,ambulatory +61,2018-11-01,5811-5,,ambulatory +61,2018-11-01,5811-5,cumulus__missing-or-null,ambulatory +61,2018-11-01,5803-2,,ambulatory +61,2018-11-01,5803-2,cumulus__missing-or-null,ambulatory +61,2018-11-01,5802-4,,ambulatory +61,2018-11-01,5799-2,,ambulatory +61,2018-11-01,5794-3,,ambulatory +61,2018-11-01,5770-3,,ambulatory +61,2018-11-01,3094-0,, +61,2018-11-01,3094-0,cumulus__missing-or-null, +61,2018-11-01,2951-2,, +61,2018-11-01,2951-2,cumulus__missing-or-null, +61,2018-11-01,2823-3,, +61,2018-11-01,2823-3,cumulus__missing-or-null, +61,2018-11-01,25428-4,,ambulatory +61,2018-11-01,2514-8,,ambulatory +61,2018-11-01,2345-7,, +61,2018-11-01,2345-7,cumulus__missing-or-null, +61,2018-11-01,2160-0,, +61,2018-11-01,2160-0,cumulus__missing-or-null, +61,2018-11-01,2075-0,, +61,2018-11-01,2075-0,cumulus__missing-or-null, +61,2018-11-01,20454-5,,ambulatory +61,2018-11-01,2028-9,, +61,2018-11-01,2028-9,cumulus__missing-or-null, +61,2018-11-01,17861-6,, +61,2018-11-01,17861-6,cumulus__missing-or-null, +61,2018-10-01,55758-7,,ambulatory +61,2018-10-01,55758-7,cumulus__missing-or-null,ambulatory +61,2018-08-01,70274-6,, +61,2018-08-01,70274-6,,ambulatory +61,2018-08-01,70274-6,cumulus__missing-or-null, +61,2018-08-01,70274-6,cumulus__missing-or-null,ambulatory +61,2018-08-01,4548-4,,ambulatory +61,2018-08-01,4548-4,cumulus__missing-or-null,ambulatory +61,2018-08-01,34533-0,,ambulatory +61,2018-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2018-06-01,55758-7,, +61,2018-06-01,55758-7,cumulus__missing-or-null, +61,2018-06-01,4548-4,,ambulatory +61,2018-06-01,4548-4,cumulus__missing-or-null,ambulatory +61,2018-05-01,5811-5,,ambulatory +61,2018-05-01,5811-5,cumulus__missing-or-null,ambulatory +61,2018-05-01,5803-2,,ambulatory +61,2018-05-01,5803-2,cumulus__missing-or-null,ambulatory +61,2018-05-01,5802-4,,ambulatory +61,2018-05-01,5799-2,,ambulatory +61,2018-05-01,5794-3,,ambulatory +61,2018-05-01,5770-3,,ambulatory 61,2018-05-01,34533-0,, 61,2018-05-01,34533-0,Urine smell ammoniacal (finding), +61,2018-05-01,25428-4,,ambulatory +61,2018-05-01,2514-8,,ambulatory +61,2018-05-01,20454-5,,ambulatory 61,2018-01-01,,Urine smell ammoniacal (finding), 61,2018-01-01,,Urine nitrite negative (finding), 61,2018-01-01,,Urine leukocyte test negative (finding), @@ -2888,12 +12004,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2018-01-01,,Finding of bilirubin in urine (finding), 61,2018-01-01,,Cloudy urine (finding), 61,2018-01-01,,Brown color (qualifier value), +61,2018-01-01,5811-5,, +61,2018-01-01,5811-5,cumulus__missing-or-null, +61,2018-01-01,5804-0,, +61,2018-01-01,5804-0,cumulus__missing-or-null, +61,2018-01-01,5803-2,, +61,2018-01-01,5803-2,cumulus__missing-or-null, 61,2018-01-01,5802-4,, 61,2018-01-01,5802-4,Urine nitrite negative (finding), 61,2018-01-01,5799-2,, 61,2018-01-01,5799-2,Urine leukocyte test negative (finding), +61,2018-01-01,5797-6,, +61,2018-01-01,5797-6,cumulus__missing-or-null, 61,2018-01-01,5794-3,, 61,2018-01-01,5794-3,Urine blood test = negative (finding), +61,2018-01-01,5792-7,, +61,2018-01-01,5792-7,cumulus__missing-or-null, 61,2018-01-01,5778-6,, 61,2018-01-01,5778-6,Brown color (qualifier value), 61,2018-01-01,5770-3,, @@ -2907,38 +12033,94 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2018-01-01,25428-4,, 61,2018-01-01,25428-4,Urine glucose test = ++ (finding), 61,2018-01-01,2514-8,, +61,2018-01-01,20505-4,, +61,2018-01-01,20505-4,cumulus__missing-or-null, 61,2018-01-01,20454-5,, -61,2017-12-01,,Urine smell ammoniacal (finding),AMB -61,2017-12-01,,Urine nitrite negative (finding),AMB -61,2017-12-01,,Urine leukocyte test negative (finding),AMB -61,2017-12-01,,Urine glucose test = ++ (finding),AMB -61,2017-12-01,,Urine blood test = negative (finding),AMB -61,2017-12-01,,Translucent (qualifier value),AMB -61,2017-12-01,,Finding of bilirubin in urine (finding),AMB -61,2017-12-01,,Cloudy urine (finding),AMB -61,2017-12-01,,Brown color (qualifier value),AMB -61,2017-12-01,5802-4,,AMB -61,2017-12-01,5802-4,Urine nitrite negative (finding),AMB -61,2017-12-01,5799-2,,AMB -61,2017-12-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2017-12-01,5794-3,,AMB -61,2017-12-01,5794-3,Urine blood test = negative (finding),AMB -61,2017-12-01,5778-6,,AMB -61,2017-12-01,5778-6,Brown color (qualifier value),AMB -61,2017-12-01,5770-3,,AMB -61,2017-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2017-12-01,5767-9,,AMB -61,2017-12-01,5767-9,Cloudy urine (finding),AMB -61,2017-12-01,34533-0,,AMB -61,2017-12-01,34533-0,Urine smell ammoniacal (finding),AMB -61,2017-12-01,32167-9,,AMB -61,2017-12-01,32167-9,Translucent (qualifier value),AMB -61,2017-12-01,25428-4,,AMB -61,2017-12-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2017-12-01,2514-8,,AMB -61,2017-12-01,20454-5,,AMB +61,2017-12-01,,Urine smell ammoniacal (finding),ambulatory +61,2017-12-01,,Urine nitrite negative (finding),ambulatory +61,2017-12-01,,Urine leukocyte test negative (finding),ambulatory +61,2017-12-01,,Urine glucose test = ++ (finding),ambulatory +61,2017-12-01,,Urine blood test = negative (finding),ambulatory +61,2017-12-01,,Translucent (qualifier value),ambulatory +61,2017-12-01,,Finding of bilirubin in urine (finding),ambulatory +61,2017-12-01,,Cloudy urine (finding),ambulatory +61,2017-12-01,,Brown color (qualifier value),ambulatory +61,2017-12-01,5811-5,,ambulatory +61,2017-12-01,5811-5,cumulus__missing-or-null,ambulatory +61,2017-12-01,5804-0,,ambulatory +61,2017-12-01,5804-0,cumulus__missing-or-null,ambulatory +61,2017-12-01,5803-2,,ambulatory +61,2017-12-01,5803-2,cumulus__missing-or-null,ambulatory +61,2017-12-01,5802-4,,ambulatory +61,2017-12-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2017-12-01,5799-2,,ambulatory +61,2017-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2017-12-01,5797-6,,ambulatory +61,2017-12-01,5797-6,cumulus__missing-or-null,ambulatory +61,2017-12-01,5794-3,,ambulatory +61,2017-12-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2017-12-01,5792-7,,ambulatory +61,2017-12-01,5792-7,cumulus__missing-or-null,ambulatory +61,2017-12-01,5778-6,,ambulatory +61,2017-12-01,5778-6,Brown color (qualifier value),ambulatory +61,2017-12-01,5770-3,,ambulatory +61,2017-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2017-12-01,5767-9,,ambulatory +61,2017-12-01,5767-9,Cloudy urine (finding),ambulatory +61,2017-12-01,34533-0,,ambulatory +61,2017-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2017-12-01,32167-9,,ambulatory +61,2017-12-01,32167-9,Translucent (qualifier value),ambulatory +61,2017-12-01,25428-4,,ambulatory +61,2017-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2017-12-01,2514-8,,ambulatory +61,2017-12-01,20505-4,,ambulatory +61,2017-12-01,20505-4,cumulus__missing-or-null,ambulatory +61,2017-12-01,20454-5,,ambulatory +61,2017-10-01,3094-0,, +61,2017-10-01,3094-0,cumulus__missing-or-null, +61,2017-10-01,2951-2,, +61,2017-10-01,2951-2,cumulus__missing-or-null, +61,2017-10-01,2823-3,, +61,2017-10-01,2823-3,cumulus__missing-or-null, +61,2017-10-01,2345-7,, +61,2017-10-01,2345-7,cumulus__missing-or-null, +61,2017-10-01,2160-0,, +61,2017-10-01,2160-0,cumulus__missing-or-null, +61,2017-10-01,2075-0,, +61,2017-10-01,2075-0,cumulus__missing-or-null, +61,2017-10-01,2028-9,, +61,2017-10-01,2028-9,cumulus__missing-or-null, +61,2017-10-01,17861-6,, +61,2017-10-01,17861-6,cumulus__missing-or-null, +61,2017-09-01,5811-5,, +61,2017-09-01,5811-5,cumulus__missing-or-null, +61,2017-09-01,5803-2,, +61,2017-09-01,5803-2,cumulus__missing-or-null, +61,2017-09-01,5802-4,, +61,2017-09-01,5799-2,, +61,2017-09-01,5794-3,, +61,2017-09-01,5770-3,, +61,2017-09-01,4548-4,, +61,2017-09-01,4548-4,cumulus__missing-or-null, +61,2017-09-01,25428-4,, +61,2017-09-01,2514-8,, +61,2017-09-01,20454-5,, +61,2017-08-01,5811-5,,ambulatory +61,2017-08-01,5811-5,cumulus__missing-or-null,ambulatory +61,2017-08-01,5803-2,,ambulatory +61,2017-08-01,5803-2,cumulus__missing-or-null,ambulatory +61,2017-08-01,5802-4,,ambulatory +61,2017-08-01,5799-2,,ambulatory +61,2017-08-01,5794-3,,ambulatory +61,2017-08-01,5770-3,,ambulatory 61,2017-08-01,34533-0,, 61,2017-08-01,34533-0,Urine smell ammoniacal (finding), +61,2017-08-01,25428-4,,ambulatory +61,2017-08-01,2514-8,,ambulatory +61,2017-08-01,20454-5,,ambulatory +61,2017-07-01,4548-4,,ambulatory +61,2017-07-01,4548-4,cumulus__missing-or-null,ambulatory 61,2017-05-01,,Urine smell ammoniacal (finding), 61,2017-05-01,,Urine nitrite negative (finding), 61,2017-05-01,,Urine leukocyte test negative (finding), @@ -2948,12 +12130,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2017-05-01,,Finding of bilirubin in urine (finding), 61,2017-05-01,,Cloudy urine (finding), 61,2017-05-01,,Brown color (qualifier value), +61,2017-05-01,5811-5,, +61,2017-05-01,5811-5,cumulus__missing-or-null, +61,2017-05-01,5804-0,, +61,2017-05-01,5804-0,cumulus__missing-or-null, +61,2017-05-01,5803-2,, +61,2017-05-01,5803-2,cumulus__missing-or-null, 61,2017-05-01,5802-4,, 61,2017-05-01,5802-4,Urine nitrite negative (finding), 61,2017-05-01,5799-2,, 61,2017-05-01,5799-2,Urine leukocyte test negative (finding), +61,2017-05-01,5797-6,, +61,2017-05-01,5797-6,cumulus__missing-or-null, 61,2017-05-01,5794-3,, 61,2017-05-01,5794-3,Urine blood test = negative (finding), +61,2017-05-01,5792-7,, +61,2017-05-01,5792-7,cumulus__missing-or-null, 61,2017-05-01,5778-6,, 61,2017-05-01,5778-6,Brown color (qualifier value), 61,2017-05-01,5770-3,, @@ -2967,90 +12159,146 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2017-05-01,25428-4,, 61,2017-05-01,25428-4,Urine glucose test = ++ (finding), 61,2017-05-01,2514-8,, +61,2017-05-01,20505-4,, +61,2017-05-01,20505-4,cumulus__missing-or-null, 61,2017-05-01,20454-5,, -61,2016-12-01,,Urine smell ammoniacal (finding),AMB -61,2016-12-01,,Urine nitrite negative (finding),AMB -61,2016-12-01,,Urine leukocyte test negative (finding),AMB -61,2016-12-01,,Urine glucose test = ++ (finding),AMB -61,2016-12-01,,Urine blood test = negative (finding),AMB -61,2016-12-01,,Translucent (qualifier value),AMB -61,2016-12-01,,Finding of bilirubin in urine (finding),AMB -61,2016-12-01,,Cloudy urine (finding),AMB -61,2016-12-01,,Brown color (qualifier value),AMB -61,2016-12-01,5802-4,,AMB -61,2016-12-01,5802-4,Urine nitrite negative (finding),AMB -61,2016-12-01,5799-2,,AMB -61,2016-12-01,5799-2,Urine leukocyte test negative (finding),AMB -61,2016-12-01,5794-3,,AMB -61,2016-12-01,5794-3,Urine blood test = negative (finding),AMB -61,2016-12-01,5778-6,,AMB -61,2016-12-01,5778-6,Brown color (qualifier value),AMB -61,2016-12-01,5770-3,,AMB -61,2016-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2016-12-01,5767-9,,AMB -61,2016-12-01,5767-9,Cloudy urine (finding),AMB -61,2016-12-01,34533-0,,AMB -61,2016-12-01,34533-0,Urine smell ammoniacal (finding),AMB -61,2016-12-01,32167-9,,AMB -61,2016-12-01,32167-9,Translucent (qualifier value),AMB -61,2016-12-01,25428-4,,AMB -61,2016-12-01,25428-4,Urine glucose test = ++ (finding),AMB -61,2016-12-01,2514-8,,AMB -61,2016-12-01,20454-5,,AMB +61,2017-04-01,93025-5,, +61,2017-04-01,93025-5,cumulus__missing-or-null, +61,2016-12-01,,Urine smell ammoniacal (finding),ambulatory +61,2016-12-01,,Urine nitrite negative (finding),ambulatory +61,2016-12-01,,Urine leukocyte test negative (finding),ambulatory +61,2016-12-01,,Urine glucose test = ++ (finding),ambulatory +61,2016-12-01,,Urine blood test = negative (finding),ambulatory +61,2016-12-01,,Translucent (qualifier value),ambulatory +61,2016-12-01,,Finding of bilirubin in urine (finding),ambulatory +61,2016-12-01,,Cloudy urine (finding),ambulatory +61,2016-12-01,,Brown color (qualifier value),ambulatory +61,2016-12-01,5811-5,,ambulatory +61,2016-12-01,5811-5,cumulus__missing-or-null,ambulatory +61,2016-12-01,5804-0,,ambulatory +61,2016-12-01,5804-0,cumulus__missing-or-null,ambulatory +61,2016-12-01,5803-2,,ambulatory +61,2016-12-01,5803-2,cumulus__missing-or-null,ambulatory +61,2016-12-01,5802-4,,ambulatory +61,2016-12-01,5802-4,Urine nitrite negative (finding),ambulatory +61,2016-12-01,5799-2,,ambulatory +61,2016-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2016-12-01,5797-6,,ambulatory +61,2016-12-01,5797-6,cumulus__missing-or-null,ambulatory +61,2016-12-01,5794-3,,ambulatory +61,2016-12-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2016-12-01,5792-7,,ambulatory +61,2016-12-01,5792-7,cumulus__missing-or-null,ambulatory +61,2016-12-01,5778-6,,ambulatory +61,2016-12-01,5778-6,Brown color (qualifier value),ambulatory +61,2016-12-01,5770-3,,ambulatory +61,2016-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +61,2016-12-01,5767-9,,ambulatory +61,2016-12-01,5767-9,Cloudy urine (finding),ambulatory +61,2016-12-01,34533-0,,ambulatory +61,2016-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +61,2016-12-01,32167-9,,ambulatory +61,2016-12-01,32167-9,Translucent (qualifier value),ambulatory +61,2016-12-01,25428-4,,ambulatory +61,2016-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +61,2016-12-01,2514-8,,ambulatory +61,2016-12-01,20505-4,,ambulatory +61,2016-12-01,20505-4,cumulus__missing-or-null,ambulatory +61,2016-12-01,20454-5,,ambulatory 61,2016-11-01,,Urine smell ammoniacal (finding), -61,2016-11-01,,Urine smell ammoniacal (finding),AMB +61,2016-11-01,,Urine smell ammoniacal (finding),ambulatory 61,2016-11-01,,Urine nitrite negative (finding), -61,2016-11-01,,Urine nitrite negative (finding),AMB +61,2016-11-01,,Urine nitrite negative (finding),ambulatory 61,2016-11-01,,Urine leukocyte test negative (finding), -61,2016-11-01,,Urine leukocyte test negative (finding),AMB +61,2016-11-01,,Urine leukocyte test negative (finding),ambulatory 61,2016-11-01,,Urine glucose test = ++ (finding), -61,2016-11-01,,Urine glucose test = ++ (finding),AMB +61,2016-11-01,,Urine glucose test = ++ (finding),ambulatory 61,2016-11-01,,Urine blood test = negative (finding), -61,2016-11-01,,Urine blood test = negative (finding),AMB +61,2016-11-01,,Urine blood test = negative (finding),ambulatory 61,2016-11-01,,Translucent (qualifier value), -61,2016-11-01,,Translucent (qualifier value),AMB +61,2016-11-01,,Translucent (qualifier value),ambulatory 61,2016-11-01,,Finding of bilirubin in urine (finding), -61,2016-11-01,,Finding of bilirubin in urine (finding),AMB +61,2016-11-01,,Finding of bilirubin in urine (finding),ambulatory 61,2016-11-01,,Cloudy urine (finding), -61,2016-11-01,,Cloudy urine (finding),AMB +61,2016-11-01,,Cloudy urine (finding),ambulatory 61,2016-11-01,,Brown color (qualifier value), -61,2016-11-01,,Brown color (qualifier value),AMB +61,2016-11-01,,Brown color (qualifier value),ambulatory +61,2016-11-01,6299-2,,ambulatory +61,2016-11-01,6299-2,cumulus__missing-or-null,ambulatory +61,2016-11-01,6298-4,,ambulatory +61,2016-11-01,6298-4,cumulus__missing-or-null,ambulatory +61,2016-11-01,5811-5,, +61,2016-11-01,5811-5,,ambulatory +61,2016-11-01,5811-5,cumulus__missing-or-null, +61,2016-11-01,5811-5,cumulus__missing-or-null,ambulatory +61,2016-11-01,5804-0,, +61,2016-11-01,5804-0,,ambulatory +61,2016-11-01,5804-0,cumulus__missing-or-null, +61,2016-11-01,5804-0,cumulus__missing-or-null,ambulatory +61,2016-11-01,5803-2,, +61,2016-11-01,5803-2,,ambulatory +61,2016-11-01,5803-2,cumulus__missing-or-null, +61,2016-11-01,5803-2,cumulus__missing-or-null,ambulatory 61,2016-11-01,5802-4,, -61,2016-11-01,5802-4,,AMB +61,2016-11-01,5802-4,,ambulatory 61,2016-11-01,5802-4,Urine nitrite negative (finding), -61,2016-11-01,5802-4,Urine nitrite negative (finding),AMB +61,2016-11-01,5802-4,Urine nitrite negative (finding),ambulatory 61,2016-11-01,5799-2,, -61,2016-11-01,5799-2,,AMB +61,2016-11-01,5799-2,,ambulatory 61,2016-11-01,5799-2,Urine leukocyte test negative (finding), -61,2016-11-01,5799-2,Urine leukocyte test negative (finding),AMB +61,2016-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +61,2016-11-01,5797-6,, +61,2016-11-01,5797-6,,ambulatory +61,2016-11-01,5797-6,cumulus__missing-or-null, +61,2016-11-01,5797-6,cumulus__missing-or-null,ambulatory 61,2016-11-01,5794-3,, -61,2016-11-01,5794-3,,AMB +61,2016-11-01,5794-3,,ambulatory 61,2016-11-01,5794-3,Urine blood test = negative (finding), -61,2016-11-01,5794-3,Urine blood test = negative (finding),AMB +61,2016-11-01,5794-3,Urine blood test = negative (finding),ambulatory +61,2016-11-01,5792-7,, +61,2016-11-01,5792-7,,ambulatory +61,2016-11-01,5792-7,cumulus__missing-or-null, +61,2016-11-01,5792-7,cumulus__missing-or-null,ambulatory 61,2016-11-01,5778-6,, -61,2016-11-01,5778-6,,AMB +61,2016-11-01,5778-6,,ambulatory 61,2016-11-01,5778-6,Brown color (qualifier value), -61,2016-11-01,5778-6,Brown color (qualifier value),AMB +61,2016-11-01,5778-6,Brown color (qualifier value),ambulatory 61,2016-11-01,5770-3,, -61,2016-11-01,5770-3,,AMB +61,2016-11-01,5770-3,,ambulatory 61,2016-11-01,5770-3,Finding of bilirubin in urine (finding), -61,2016-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -61,2016-11-01,5767-9,, -61,2016-11-01,5767-9,,AMB +61,2016-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory 61,2016-11-01,5767-9,Cloudy urine (finding), -61,2016-11-01,5767-9,Cloudy urine (finding),AMB +61,2016-11-01,5767-9,Cloudy urine (finding),ambulatory +61,2016-11-01,49765-1,,ambulatory +61,2016-11-01,49765-1,cumulus__missing-or-null,ambulatory +61,2016-11-01,4548-4,,ambulatory +61,2016-11-01,4548-4,cumulus__missing-or-null,ambulatory +61,2016-11-01,38483-4,,ambulatory +61,2016-11-01,38483-4,cumulus__missing-or-null,ambulatory 61,2016-11-01,32167-9,, -61,2016-11-01,32167-9,,AMB +61,2016-11-01,32167-9,,ambulatory 61,2016-11-01,32167-9,Translucent (qualifier value), -61,2016-11-01,32167-9,Translucent (qualifier value),AMB +61,2016-11-01,32167-9,Translucent (qualifier value),ambulatory +61,2016-11-01,2947-0,,ambulatory +61,2016-11-01,2947-0,cumulus__missing-or-null,ambulatory 61,2016-11-01,25428-4,, -61,2016-11-01,25428-4,,AMB +61,2016-11-01,25428-4,,ambulatory 61,2016-11-01,25428-4,Urine glucose test = ++ (finding), -61,2016-11-01,25428-4,Urine glucose test = ++ (finding),AMB +61,2016-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory 61,2016-11-01,2514-8,, -61,2016-11-01,2514-8,,AMB +61,2016-11-01,2514-8,,ambulatory +61,2016-11-01,2339-0,,ambulatory +61,2016-11-01,2339-0,cumulus__missing-or-null,ambulatory +61,2016-11-01,2069-3,,ambulatory +61,2016-11-01,2069-3,cumulus__missing-or-null,ambulatory +61,2016-11-01,20565-8,,ambulatory +61,2016-11-01,20565-8,cumulus__missing-or-null,ambulatory +61,2016-11-01,20505-4,, +61,2016-11-01,20505-4,,ambulatory +61,2016-11-01,20505-4,cumulus__missing-or-null, +61,2016-11-01,20505-4,cumulus__missing-or-null,ambulatory 61,2016-11-01,20454-5,, -61,2016-11-01,20454-5,,AMB +61,2016-11-01,20454-5,,ambulatory 61,2016-07-01,,Urine smell ammoniacal (finding), 61,2016-07-01,,Urine nitrite negative (finding), 61,2016-07-01,,Urine leukocyte test negative (finding), @@ -3060,18 +12308,30 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2016-07-01,,Finding of bilirubin in urine (finding), 61,2016-07-01,,Cloudy urine (finding), 61,2016-07-01,,Brown color (qualifier value), +61,2016-07-01,5811-5,, +61,2016-07-01,5811-5,cumulus__missing-or-null, +61,2016-07-01,5804-0,, +61,2016-07-01,5804-0,cumulus__missing-or-null, +61,2016-07-01,5803-2,, +61,2016-07-01,5803-2,cumulus__missing-or-null, 61,2016-07-01,5802-4,, 61,2016-07-01,5802-4,Urine nitrite negative (finding), 61,2016-07-01,5799-2,, 61,2016-07-01,5799-2,Urine leukocyte test negative (finding), +61,2016-07-01,5797-6,, +61,2016-07-01,5797-6,cumulus__missing-or-null, 61,2016-07-01,5794-3,, 61,2016-07-01,5794-3,Urine blood test = negative (finding), +61,2016-07-01,5792-7,, +61,2016-07-01,5792-7,cumulus__missing-or-null, 61,2016-07-01,5778-6,, 61,2016-07-01,5778-6,Brown color (qualifier value), 61,2016-07-01,5770-3,, 61,2016-07-01,5770-3,Finding of bilirubin in urine (finding), 61,2016-07-01,5767-9,, 61,2016-07-01,5767-9,Cloudy urine (finding), +61,2016-07-01,4548-4,, +61,2016-07-01,4548-4,cumulus__missing-or-null, 61,2016-07-01,34533-0,, 61,2016-07-01,34533-0,Urine smell ammoniacal (finding), 61,2016-07-01,32167-9,, @@ -3079,9 +12339,29 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 61,2016-07-01,25428-4,, 61,2016-07-01,25428-4,Urine glucose test = ++ (finding), 61,2016-07-01,2514-8,, +61,2016-07-01,20505-4,, +61,2016-07-01,20505-4,cumulus__missing-or-null, 61,2016-07-01,20454-5,, +61,2016-06-01,6299-2,,ambulatory +61,2016-06-01,6299-2,cumulus__missing-or-null,ambulatory +61,2016-06-01,6298-4,,ambulatory +61,2016-06-01,6298-4,cumulus__missing-or-null,ambulatory +61,2016-06-01,49765-1,,ambulatory +61,2016-06-01,49765-1,cumulus__missing-or-null,ambulatory +61,2016-06-01,38483-4,,ambulatory +61,2016-06-01,38483-4,cumulus__missing-or-null,ambulatory 61,2016-06-01,34533-0,, 61,2016-06-01,34533-0,Urine smell ammoniacal (finding), +61,2016-06-01,2947-0,,ambulatory +61,2016-06-01,2947-0,cumulus__missing-or-null,ambulatory +61,2016-06-01,2339-0,,ambulatory +61,2016-06-01,2339-0,cumulus__missing-or-null,ambulatory +61,2016-06-01,2069-3,,ambulatory +61,2016-06-01,2069-3,cumulus__missing-or-null,ambulatory +61,2016-06-01,20565-8,,ambulatory +61,2016-06-01,20565-8,cumulus__missing-or-null,ambulatory +60,2023-03-01,55758-7,, +60,2023-03-01,55758-7,cumulus__missing-or-null, 60,2023-02-01,,Urine smell ammoniacal (finding), 60,2023-02-01,,Urine nitrite negative (finding), 60,2023-02-01,,Urine leukocyte test negative (finding), @@ -3091,12 +12371,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2023-02-01,,Finding of bilirubin in urine (finding), 60,2023-02-01,,Cloudy urine (finding), 60,2023-02-01,,Brown color (qualifier value), +60,2023-02-01,5811-5,, +60,2023-02-01,5811-5,cumulus__missing-or-null, +60,2023-02-01,5804-0,, +60,2023-02-01,5804-0,cumulus__missing-or-null, +60,2023-02-01,5803-2,, +60,2023-02-01,5803-2,cumulus__missing-or-null, 60,2023-02-01,5802-4,, 60,2023-02-01,5802-4,Urine nitrite negative (finding), 60,2023-02-01,5799-2,, 60,2023-02-01,5799-2,Urine leukocyte test negative (finding), +60,2023-02-01,5797-6,, +60,2023-02-01,5797-6,cumulus__missing-or-null, 60,2023-02-01,5794-3,, 60,2023-02-01,5794-3,Urine blood test = negative (finding), +60,2023-02-01,5792-7,, +60,2023-02-01,5792-7,cumulus__missing-or-null, 60,2023-02-01,5778-6,, 60,2023-02-01,5778-6,Brown color (qualifier value), 60,2023-02-01,5770-3,, @@ -3110,6 +12400,8 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2023-02-01,25428-4,, 60,2023-02-01,25428-4,Urine glucose test = ++ (finding), 60,2023-02-01,2514-8,, +60,2023-02-01,20505-4,, +60,2023-02-01,20505-4,cumulus__missing-or-null, 60,2023-02-01,20454-5,, 60,2023-01-01,,Urine smell ammoniacal (finding), 60,2023-01-01,,Urine nitrite negative (finding), @@ -3120,12 +12412,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2023-01-01,,Finding of bilirubin in urine (finding), 60,2023-01-01,,Cloudy urine (finding), 60,2023-01-01,,Brown color (qualifier value), +60,2023-01-01,5811-5,, +60,2023-01-01,5811-5,cumulus__missing-or-null, +60,2023-01-01,5804-0,, +60,2023-01-01,5804-0,cumulus__missing-or-null, +60,2023-01-01,5803-2,, +60,2023-01-01,5803-2,cumulus__missing-or-null, 60,2023-01-01,5802-4,, 60,2023-01-01,5802-4,Urine nitrite negative (finding), 60,2023-01-01,5799-2,, 60,2023-01-01,5799-2,Urine leukocyte test negative (finding), +60,2023-01-01,5797-6,, +60,2023-01-01,5797-6,cumulus__missing-or-null, 60,2023-01-01,5794-3,, 60,2023-01-01,5794-3,Urine blood test = negative (finding), +60,2023-01-01,5792-7,, +60,2023-01-01,5792-7,cumulus__missing-or-null, 60,2023-01-01,5778-6,, 60,2023-01-01,5778-6,Brown color (qualifier value), 60,2023-01-01,5770-3,, @@ -3139,120 +12441,201 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2023-01-01,25428-4,, 60,2023-01-01,25428-4,Urine glucose test = ++ (finding), 60,2023-01-01,2514-8,, +60,2023-01-01,20505-4,, +60,2023-01-01,20505-4,cumulus__missing-or-null, 60,2023-01-01,20454-5,, -60,2021-04-01,,Urine smell ammoniacal (finding),AMB -60,2021-04-01,,Urine nitrite negative (finding),AMB -60,2021-04-01,,Urine leukocyte test negative (finding),AMB -60,2021-04-01,,Urine glucose test = ++ (finding),AMB -60,2021-04-01,,Urine blood test = negative (finding),AMB -60,2021-04-01,,Translucent (qualifier value),AMB -60,2021-04-01,,Finding of bilirubin in urine (finding),AMB -60,2021-04-01,,Cloudy urine (finding),AMB -60,2021-04-01,,Brown color (qualifier value),AMB -60,2021-04-01,5802-4,,AMB -60,2021-04-01,5802-4,Urine nitrite negative (finding),AMB -60,2021-04-01,5799-2,,AMB -60,2021-04-01,5799-2,Urine leukocyte test negative (finding),AMB -60,2021-04-01,5794-3,,AMB -60,2021-04-01,5794-3,Urine blood test = negative (finding),AMB -60,2021-04-01,5778-6,,AMB -60,2021-04-01,5778-6,Brown color (qualifier value),AMB -60,2021-04-01,5770-3,,AMB -60,2021-04-01,5770-3,Finding of bilirubin in urine (finding),AMB -60,2021-04-01,5767-9,,AMB -60,2021-04-01,5767-9,Cloudy urine (finding),AMB -60,2021-04-01,34533-0,,AMB -60,2021-04-01,34533-0,Urine smell ammoniacal (finding),AMB -60,2021-04-01,32167-9,,AMB -60,2021-04-01,32167-9,Translucent (qualifier value),AMB -60,2021-04-01,25428-4,,AMB -60,2021-04-01,25428-4,Urine glucose test = ++ (finding),AMB -60,2021-04-01,2514-8,,AMB -60,2021-04-01,20454-5,,AMB -60,2020-09-01,,Urine smell ammoniacal (finding),AMB -60,2020-09-01,,Urine nitrite negative (finding),AMB -60,2020-09-01,,Urine leukocyte test negative (finding),AMB -60,2020-09-01,,Urine glucose test = ++ (finding),AMB -60,2020-09-01,,Urine blood test = negative (finding),AMB -60,2020-09-01,,Translucent (qualifier value),AMB -60,2020-09-01,,Finding of bilirubin in urine (finding),AMB -60,2020-09-01,,Cloudy urine (finding),AMB -60,2020-09-01,,Brown color (qualifier value),AMB -60,2020-09-01,5802-4,,AMB -60,2020-09-01,5802-4,Urine nitrite negative (finding),AMB -60,2020-09-01,5799-2,,AMB -60,2020-09-01,5799-2,Urine leukocyte test negative (finding),AMB -60,2020-09-01,5794-3,,AMB -60,2020-09-01,5794-3,Urine blood test = negative (finding),AMB -60,2020-09-01,5778-6,,AMB -60,2020-09-01,5778-6,Brown color (qualifier value),AMB -60,2020-09-01,5770-3,,AMB -60,2020-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -60,2020-09-01,5767-9,,AMB -60,2020-09-01,5767-9,Cloudy urine (finding),AMB -60,2020-09-01,34533-0,,AMB -60,2020-09-01,34533-0,Urine smell ammoniacal (finding),AMB -60,2020-09-01,32167-9,,AMB -60,2020-09-01,32167-9,Translucent (qualifier value),AMB -60,2020-09-01,25428-4,,AMB -60,2020-09-01,25428-4,Urine glucose test = ++ (finding),AMB -60,2020-09-01,2514-8,,AMB -60,2020-09-01,20454-5,,AMB -60,2020-08-01,,Urine smell ammoniacal (finding),AMB -60,2020-08-01,,Urine nitrite negative (finding),AMB -60,2020-08-01,,Urine leukocyte test negative (finding),AMB -60,2020-08-01,,Urine glucose test = ++ (finding),AMB -60,2020-08-01,,Urine blood test = negative (finding),AMB -60,2020-08-01,,Translucent (qualifier value),AMB -60,2020-08-01,,Finding of bilirubin in urine (finding),AMB -60,2020-08-01,,Cloudy urine (finding),AMB -60,2020-08-01,,Brown color (qualifier value),AMB -60,2020-08-01,5802-4,,AMB -60,2020-08-01,5802-4,Urine nitrite negative (finding),AMB -60,2020-08-01,5799-2,,AMB -60,2020-08-01,5799-2,Urine leukocyte test negative (finding),AMB -60,2020-08-01,5794-3,,AMB -60,2020-08-01,5794-3,Urine blood test = negative (finding),AMB -60,2020-08-01,5778-6,,AMB -60,2020-08-01,5778-6,Brown color (qualifier value),AMB -60,2020-08-01,5770-3,,AMB -60,2020-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -60,2020-08-01,5767-9,,AMB -60,2020-08-01,5767-9,Cloudy urine (finding),AMB -60,2020-08-01,32167-9,,AMB -60,2020-08-01,32167-9,Translucent (qualifier value),AMB -60,2020-08-01,25428-4,,AMB -60,2020-08-01,25428-4,Urine glucose test = ++ (finding),AMB -60,2020-08-01,2514-8,,AMB -60,2020-08-01,20454-5,,AMB +60,2022-12-01,5811-5,, +60,2022-12-01,5811-5,cumulus__missing-or-null, +60,2022-12-01,5803-2,, +60,2022-12-01,5803-2,cumulus__missing-or-null, +60,2022-12-01,5802-4,, +60,2022-12-01,5799-2,, +60,2022-12-01,5794-3,, +60,2022-12-01,5770-3,, +60,2022-12-01,25428-4,, +60,2022-12-01,2514-8,, +60,2022-12-01,20454-5,, +60,2022-10-01,55758-7,, +60,2022-10-01,55758-7,,ambulatory +60,2022-10-01,55758-7,cumulus__missing-or-null, +60,2022-10-01,55758-7,cumulus__missing-or-null,ambulatory +60,2022-09-01,55758-7,,ambulatory +60,2022-09-01,55758-7,cumulus__missing-or-null,ambulatory +60,2021-10-01,3094-0,, +60,2021-10-01,3094-0,cumulus__missing-or-null, +60,2021-10-01,2951-2,, +60,2021-10-01,2951-2,cumulus__missing-or-null, +60,2021-10-01,2823-3,, +60,2021-10-01,2823-3,cumulus__missing-or-null, +60,2021-10-01,2345-7,, +60,2021-10-01,2345-7,cumulus__missing-or-null, +60,2021-10-01,2160-0,, +60,2021-10-01,2160-0,cumulus__missing-or-null, +60,2021-10-01,2075-0,, +60,2021-10-01,2075-0,cumulus__missing-or-null, +60,2021-10-01,2028-9,, +60,2021-10-01,2028-9,cumulus__missing-or-null, +60,2021-10-01,17861-6,, +60,2021-10-01,17861-6,cumulus__missing-or-null, +60,2021-04-01,,Urine smell ammoniacal (finding),ambulatory +60,2021-04-01,,Urine nitrite negative (finding),ambulatory +60,2021-04-01,,Urine leukocyte test negative (finding),ambulatory +60,2021-04-01,,Urine glucose test = ++ (finding),ambulatory +60,2021-04-01,,Urine blood test = negative (finding),ambulatory +60,2021-04-01,,Translucent (qualifier value),ambulatory +60,2021-04-01,,Finding of bilirubin in urine (finding),ambulatory +60,2021-04-01,,Cloudy urine (finding),ambulatory +60,2021-04-01,,Brown color (qualifier value),ambulatory +60,2021-04-01,5804-0,,ambulatory +60,2021-04-01,5804-0,cumulus__missing-or-null,ambulatory +60,2021-04-01,5802-4,Urine nitrite negative (finding),ambulatory +60,2021-04-01,5799-2,Urine leukocyte test negative (finding),ambulatory +60,2021-04-01,5797-6,,ambulatory +60,2021-04-01,5797-6,cumulus__missing-or-null,ambulatory +60,2021-04-01,5794-3,Urine blood test = negative (finding),ambulatory +60,2021-04-01,5792-7,,ambulatory +60,2021-04-01,5792-7,cumulus__missing-or-null,ambulatory +60,2021-04-01,5778-6,,ambulatory +60,2021-04-01,5778-6,Brown color (qualifier value),ambulatory +60,2021-04-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +60,2021-04-01,5767-9,,ambulatory +60,2021-04-01,5767-9,Cloudy urine (finding),ambulatory +60,2021-04-01,34533-0,,ambulatory +60,2021-04-01,34533-0,Urine smell ammoniacal (finding),ambulatory +60,2021-04-01,32167-9,,ambulatory +60,2021-04-01,32167-9,Translucent (qualifier value),ambulatory +60,2021-04-01,25428-4,Urine glucose test = ++ (finding),ambulatory +60,2021-04-01,20505-4,,ambulatory +60,2021-04-01,20505-4,cumulus__missing-or-null,ambulatory +60,2020-12-01,4548-4,,ambulatory +60,2020-12-01,4548-4,cumulus__missing-or-null,ambulatory +60,2020-09-01,,Urine smell ammoniacal (finding),ambulatory +60,2020-09-01,,Urine nitrite negative (finding),ambulatory +60,2020-09-01,,Urine leukocyte test negative (finding),ambulatory +60,2020-09-01,,Urine glucose test = ++ (finding),ambulatory +60,2020-09-01,,Urine blood test = negative (finding),ambulatory +60,2020-09-01,,Translucent (qualifier value),ambulatory +60,2020-09-01,,Finding of bilirubin in urine (finding),ambulatory +60,2020-09-01,,Cloudy urine (finding),ambulatory +60,2020-09-01,,Brown color (qualifier value),ambulatory +60,2020-09-01,5811-5,,ambulatory +60,2020-09-01,5811-5,cumulus__missing-or-null,ambulatory +60,2020-09-01,5804-0,,ambulatory +60,2020-09-01,5804-0,cumulus__missing-or-null,ambulatory +60,2020-09-01,5803-2,,ambulatory +60,2020-09-01,5803-2,cumulus__missing-or-null,ambulatory +60,2020-09-01,5802-4,,ambulatory +60,2020-09-01,5802-4,Urine nitrite negative (finding),ambulatory +60,2020-09-01,5799-2,,ambulatory +60,2020-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +60,2020-09-01,5797-6,,ambulatory +60,2020-09-01,5797-6,cumulus__missing-or-null,ambulatory +60,2020-09-01,5794-3,,ambulatory +60,2020-09-01,5794-3,Urine blood test = negative (finding),ambulatory +60,2020-09-01,5792-7,,ambulatory +60,2020-09-01,5792-7,cumulus__missing-or-null,ambulatory +60,2020-09-01,5778-6,,ambulatory +60,2020-09-01,5778-6,Brown color (qualifier value),ambulatory +60,2020-09-01,5770-3,,ambulatory +60,2020-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +60,2020-09-01,5767-9,,ambulatory +60,2020-09-01,5767-9,Cloudy urine (finding),ambulatory +60,2020-09-01,34533-0,,ambulatory +60,2020-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +60,2020-09-01,32167-9,,ambulatory +60,2020-09-01,32167-9,Translucent (qualifier value),ambulatory +60,2020-09-01,25428-4,,ambulatory +60,2020-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +60,2020-09-01,2514-8,,ambulatory +60,2020-09-01,20505-4,,ambulatory +60,2020-09-01,20505-4,cumulus__missing-or-null,ambulatory +60,2020-09-01,20454-5,,ambulatory +60,2020-08-01,,Urine smell ammoniacal (finding),ambulatory +60,2020-08-01,,Urine nitrite negative (finding),ambulatory +60,2020-08-01,,Urine leukocyte test negative (finding),ambulatory +60,2020-08-01,,Urine glucose test = ++ (finding),ambulatory +60,2020-08-01,,Urine blood test = negative (finding),ambulatory +60,2020-08-01,,Translucent (qualifier value),ambulatory +60,2020-08-01,,Finding of bilirubin in urine (finding),ambulatory +60,2020-08-01,,Cloudy urine (finding),ambulatory +60,2020-08-01,,Brown color (qualifier value),ambulatory +60,2020-08-01,5804-0,,ambulatory +60,2020-08-01,5804-0,cumulus__missing-or-null,ambulatory +60,2020-08-01,5802-4,Urine nitrite negative (finding),ambulatory +60,2020-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +60,2020-08-01,5797-6,,ambulatory +60,2020-08-01,5797-6,cumulus__missing-or-null,ambulatory +60,2020-08-01,5794-3,Urine blood test = negative (finding),ambulatory +60,2020-08-01,5792-7,,ambulatory +60,2020-08-01,5792-7,cumulus__missing-or-null,ambulatory +60,2020-08-01,5778-6,,ambulatory +60,2020-08-01,5778-6,Brown color (qualifier value),ambulatory +60,2020-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +60,2020-08-01,5767-9,Cloudy urine (finding),ambulatory +60,2020-08-01,32167-9,,ambulatory +60,2020-08-01,32167-9,Translucent (qualifier value),ambulatory +60,2020-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +60,2020-08-01,20505-4,,ambulatory +60,2020-08-01,20505-4,cumulus__missing-or-null,ambulatory 60,2020-04-01,,Urine smell ammoniacal (finding), 60,2020-04-01,,Urine blood test = negative (finding), 60,2020-04-01,,Translucent (qualifier value), 60,2020-04-01,,Brown color (qualifier value), +60,2020-04-01,6299-2,,ambulatory +60,2020-04-01,6299-2,cumulus__missing-or-null,ambulatory +60,2020-04-01,6298-4,,ambulatory +60,2020-04-01,6298-4,cumulus__missing-or-null,ambulatory 60,2020-04-01,5794-3,Urine blood test = negative (finding), 60,2020-04-01,5778-6,Brown color (qualifier value), +60,2020-04-01,49765-1,,ambulatory +60,2020-04-01,49765-1,cumulus__missing-or-null,ambulatory +60,2020-04-01,38483-4,,ambulatory +60,2020-04-01,38483-4,cumulus__missing-or-null,ambulatory 60,2020-04-01,34533-0,Urine smell ammoniacal (finding), 60,2020-04-01,32167-9,Translucent (qualifier value), +60,2020-04-01,2947-0,,ambulatory +60,2020-04-01,2947-0,cumulus__missing-or-null,ambulatory +60,2020-04-01,2339-0,,ambulatory +60,2020-04-01,2339-0,cumulus__missing-or-null,ambulatory +60,2020-04-01,2069-3,,ambulatory +60,2020-04-01,2069-3,cumulus__missing-or-null,ambulatory +60,2020-04-01,20565-8,,ambulatory +60,2020-04-01,20565-8,cumulus__missing-or-null,ambulatory 60,2020-03-01,,Urine protein test = ++ (finding), 60,2020-03-01,20454-5,Urine protein test = ++ (finding), +60,2020-02-01,70274-6,, +60,2020-02-01,70274-6,,ambulatory +60,2020-02-01,70274-6,cumulus__missing-or-null, +60,2020-02-01,70274-6,cumulus__missing-or-null,ambulatory 60,2020-01-01,,Urine nitrite negative (finding), 60,2020-01-01,,Urine leukocyte test negative (finding), 60,2020-01-01,,Urine glucose test = ++ (finding), 60,2020-01-01,,Finding of bilirubin in urine (finding), +60,2020-01-01,5811-5,, +60,2020-01-01,5811-5,cumulus__missing-or-null, +60,2020-01-01,5804-0,, +60,2020-01-01,5804-0,cumulus__missing-or-null, +60,2020-01-01,5803-2,, +60,2020-01-01,5803-2,cumulus__missing-or-null, 60,2020-01-01,5802-4,, 60,2020-01-01,5802-4,Urine nitrite negative (finding), 60,2020-01-01,5799-2,, 60,2020-01-01,5799-2,Urine leukocyte test negative (finding), +60,2020-01-01,5797-6,, +60,2020-01-01,5797-6,cumulus__missing-or-null, 60,2020-01-01,5794-3,, +60,2020-01-01,5792-7,, +60,2020-01-01,5792-7,cumulus__missing-or-null, 60,2020-01-01,5778-6,, 60,2020-01-01,5770-3,, 60,2020-01-01,5770-3,Finding of bilirubin in urine (finding), -60,2020-01-01,5767-9,, 60,2020-01-01,5767-9,Cloudy urine (finding), 60,2020-01-01,32167-9,, 60,2020-01-01,25428-4,, 60,2020-01-01,25428-4,Urine glucose test = ++ (finding), 60,2020-01-01,2514-8,, +60,2020-01-01,20505-4,, +60,2020-01-01,20505-4,cumulus__missing-or-null, 60,2020-01-01,20454-5,, 60,2019-12-01,,Urine smell ammoniacal (finding), 60,2019-12-01,,Urine nitrite negative (finding), @@ -3263,12 +12646,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2019-12-01,,Finding of bilirubin in urine (finding), 60,2019-12-01,,Cloudy urine (finding), 60,2019-12-01,,Brown color (qualifier value), +60,2019-12-01,5811-5,, +60,2019-12-01,5811-5,cumulus__missing-or-null, +60,2019-12-01,5804-0,, +60,2019-12-01,5804-0,cumulus__missing-or-null, +60,2019-12-01,5803-2,, +60,2019-12-01,5803-2,cumulus__missing-or-null, 60,2019-12-01,5802-4,, 60,2019-12-01,5802-4,Urine nitrite negative (finding), 60,2019-12-01,5799-2,, 60,2019-12-01,5799-2,Urine leukocyte test negative (finding), +60,2019-12-01,5797-6,, +60,2019-12-01,5797-6,cumulus__missing-or-null, 60,2019-12-01,5794-3,, 60,2019-12-01,5794-3,Urine blood test = negative (finding), +60,2019-12-01,5792-7,, +60,2019-12-01,5792-7,cumulus__missing-or-null, 60,2019-12-01,5778-6,, 60,2019-12-01,5778-6,Brown color (qualifier value), 60,2019-12-01,5770-3,, @@ -3282,7 +12675,25 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2019-12-01,25428-4,, 60,2019-12-01,25428-4,Urine glucose test = ++ (finding), 60,2019-12-01,2514-8,, +60,2019-12-01,20505-4,, +60,2019-12-01,20505-4,cumulus__missing-or-null, 60,2019-12-01,20454-5,, +60,2019-09-01,6299-2,, +60,2019-09-01,6299-2,cumulus__missing-or-null, +60,2019-09-01,6298-4,, +60,2019-09-01,6298-4,cumulus__missing-or-null, +60,2019-09-01,49765-1,, +60,2019-09-01,49765-1,cumulus__missing-or-null, +60,2019-09-01,38483-4,, +60,2019-09-01,38483-4,cumulus__missing-or-null, +60,2019-09-01,2947-0,, +60,2019-09-01,2947-0,cumulus__missing-or-null, +60,2019-09-01,2339-0,, +60,2019-09-01,2339-0,cumulus__missing-or-null, +60,2019-09-01,2069-3,, +60,2019-09-01,2069-3,cumulus__missing-or-null, +60,2019-09-01,20565-8,, +60,2019-09-01,20565-8,cumulus__missing-or-null, 60,2019-08-01,,Urine smell ammoniacal (finding), 60,2019-08-01,,Urine nitrite negative (finding), 60,2019-08-01,,Urine leukocyte test negative (finding), @@ -3292,12 +12703,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2019-08-01,,Finding of bilirubin in urine (finding), 60,2019-08-01,,Cloudy urine (finding), 60,2019-08-01,,Brown color (qualifier value), +60,2019-08-01,5811-5,, +60,2019-08-01,5811-5,cumulus__missing-or-null, +60,2019-08-01,5804-0,, +60,2019-08-01,5804-0,cumulus__missing-or-null, +60,2019-08-01,5803-2,, +60,2019-08-01,5803-2,cumulus__missing-or-null, 60,2019-08-01,5802-4,, 60,2019-08-01,5802-4,Urine nitrite negative (finding), 60,2019-08-01,5799-2,, 60,2019-08-01,5799-2,Urine leukocyte test negative (finding), +60,2019-08-01,5797-6,, +60,2019-08-01,5797-6,cumulus__missing-or-null, 60,2019-08-01,5794-3,, 60,2019-08-01,5794-3,Urine blood test = negative (finding), +60,2019-08-01,5792-7,, +60,2019-08-01,5792-7,cumulus__missing-or-null, 60,2019-08-01,5778-6,, 60,2019-08-01,5778-6,Brown color (qualifier value), 60,2019-08-01,5770-3,, @@ -3311,7 +12732,29 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2019-08-01,25428-4,, 60,2019-08-01,25428-4,Urine glucose test = ++ (finding), 60,2019-08-01,2514-8,, +60,2019-08-01,20505-4,, +60,2019-08-01,20505-4,cumulus__missing-or-null, 60,2019-08-01,20454-5,, +60,2019-07-01,6299-2,,ambulatory +60,2019-07-01,6299-2,cumulus__missing-or-null,ambulatory +60,2019-07-01,6298-4,,ambulatory +60,2019-07-01,6298-4,cumulus__missing-or-null,ambulatory +60,2019-07-01,49765-1,,ambulatory +60,2019-07-01,49765-1,cumulus__missing-or-null,ambulatory +60,2019-07-01,4548-4,,ambulatory +60,2019-07-01,4548-4,cumulus__missing-or-null,ambulatory +60,2019-07-01,38483-4,,ambulatory +60,2019-07-01,38483-4,cumulus__missing-or-null,ambulatory +60,2019-07-01,2947-0,,ambulatory +60,2019-07-01,2947-0,cumulus__missing-or-null,ambulatory +60,2019-07-01,2339-0,,ambulatory +60,2019-07-01,2339-0,cumulus__missing-or-null,ambulatory +60,2019-07-01,2069-3,,ambulatory +60,2019-07-01,2069-3,cumulus__missing-or-null,ambulatory +60,2019-07-01,20565-8,,ambulatory +60,2019-07-01,20565-8,cumulus__missing-or-null,ambulatory +60,2019-02-01,55758-7,,ambulatory +60,2019-02-01,55758-7,cumulus__missing-or-null,ambulatory 60,2018-12-01,,Urine smell ammoniacal (finding), 60,2018-12-01,,Urine nitrite negative (finding), 60,2018-12-01,,Urine leukocyte test negative (finding), @@ -3321,12 +12764,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2018-12-01,,Finding of bilirubin in urine (finding), 60,2018-12-01,,Cloudy urine (finding), 60,2018-12-01,,Brown color (qualifier value), +60,2018-12-01,5811-5,, +60,2018-12-01,5811-5,cumulus__missing-or-null, +60,2018-12-01,5804-0,, +60,2018-12-01,5804-0,cumulus__missing-or-null, +60,2018-12-01,5803-2,, +60,2018-12-01,5803-2,cumulus__missing-or-null, 60,2018-12-01,5802-4,, 60,2018-12-01,5802-4,Urine nitrite negative (finding), 60,2018-12-01,5799-2,, 60,2018-12-01,5799-2,Urine leukocyte test negative (finding), +60,2018-12-01,5797-6,, +60,2018-12-01,5797-6,cumulus__missing-or-null, 60,2018-12-01,5794-3,, 60,2018-12-01,5794-3,Urine blood test = negative (finding), +60,2018-12-01,5792-7,, +60,2018-12-01,5792-7,cumulus__missing-or-null, 60,2018-12-01,5778-6,, 60,2018-12-01,5778-6,Brown color (qualifier value), 60,2018-12-01,5770-3,, @@ -3340,65 +12793,122 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2018-12-01,25428-4,, 60,2018-12-01,25428-4,Urine glucose test = ++ (finding), 60,2018-12-01,2514-8,, +60,2018-12-01,20505-4,, +60,2018-12-01,20505-4,cumulus__missing-or-null, 60,2018-12-01,20454-5,, -60,2018-11-01,,Urine smell ammoniacal (finding),AMB -60,2018-11-01,,Urine nitrite negative (finding),AMB -60,2018-11-01,,Urine leukocyte test negative (finding),AMB -60,2018-11-01,,Urine glucose test = ++ (finding),AMB -60,2018-11-01,,Urine blood test = negative (finding),AMB -60,2018-11-01,,Translucent (qualifier value),AMB -60,2018-11-01,,Finding of bilirubin in urine (finding),AMB -60,2018-11-01,,Cloudy urine (finding),AMB -60,2018-11-01,,Brown color (qualifier value),AMB -60,2018-11-01,5802-4,,AMB -60,2018-11-01,5802-4,Urine nitrite negative (finding),AMB -60,2018-11-01,5799-2,,AMB -60,2018-11-01,5799-2,Urine leukocyte test negative (finding),AMB -60,2018-11-01,5794-3,,AMB -60,2018-11-01,5794-3,Urine blood test = negative (finding),AMB -60,2018-11-01,5778-6,,AMB -60,2018-11-01,5778-6,Brown color (qualifier value),AMB -60,2018-11-01,5770-3,,AMB -60,2018-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -60,2018-11-01,5767-9,,AMB -60,2018-11-01,5767-9,Cloudy urine (finding),AMB -60,2018-11-01,34533-0,,AMB -60,2018-11-01,34533-0,Urine smell ammoniacal (finding),AMB -60,2018-11-01,32167-9,,AMB -60,2018-11-01,32167-9,Translucent (qualifier value),AMB -60,2018-11-01,25428-4,,AMB -60,2018-11-01,25428-4,Urine glucose test = ++ (finding),AMB -60,2018-11-01,2514-8,,AMB -60,2018-11-01,20454-5,,AMB -60,2017-08-01,,Urine smell ammoniacal (finding),AMB -60,2017-08-01,,Urine nitrite negative (finding),AMB -60,2017-08-01,,Urine leukocyte test negative (finding),AMB -60,2017-08-01,,Urine glucose test = ++ (finding),AMB -60,2017-08-01,,Urine blood test = negative (finding),AMB -60,2017-08-01,,Translucent (qualifier value),AMB -60,2017-08-01,,Finding of bilirubin in urine (finding),AMB -60,2017-08-01,,Cloudy urine (finding),AMB -60,2017-08-01,,Brown color (qualifier value),AMB -60,2017-08-01,5802-4,,AMB -60,2017-08-01,5802-4,Urine nitrite negative (finding),AMB -60,2017-08-01,5799-2,,AMB -60,2017-08-01,5799-2,Urine leukocyte test negative (finding),AMB -60,2017-08-01,5794-3,,AMB -60,2017-08-01,5794-3,Urine blood test = negative (finding),AMB -60,2017-08-01,5778-6,,AMB -60,2017-08-01,5778-6,Brown color (qualifier value),AMB -60,2017-08-01,5770-3,,AMB -60,2017-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -60,2017-08-01,5767-9,,AMB -60,2017-08-01,5767-9,Cloudy urine (finding),AMB -60,2017-08-01,34533-0,,AMB -60,2017-08-01,34533-0,Urine smell ammoniacal (finding),AMB -60,2017-08-01,32167-9,,AMB -60,2017-08-01,32167-9,Translucent (qualifier value),AMB -60,2017-08-01,25428-4,,AMB -60,2017-08-01,25428-4,Urine glucose test = ++ (finding),AMB -60,2017-08-01,2514-8,,AMB -60,2017-08-01,20454-5,,AMB +60,2018-11-01,,Urine smell ammoniacal (finding),ambulatory +60,2018-11-01,,Urine nitrite negative (finding),ambulatory +60,2018-11-01,,Urine leukocyte test negative (finding),ambulatory +60,2018-11-01,,Urine glucose test = ++ (finding),ambulatory +60,2018-11-01,,Urine blood test = negative (finding),ambulatory +60,2018-11-01,,Translucent (qualifier value),ambulatory +60,2018-11-01,,Finding of bilirubin in urine (finding),ambulatory +60,2018-11-01,,Cloudy urine (finding),ambulatory +60,2018-11-01,,Brown color (qualifier value),ambulatory +60,2018-11-01,5804-0,,ambulatory +60,2018-11-01,5804-0,cumulus__missing-or-null,ambulatory +60,2018-11-01,5802-4,Urine nitrite negative (finding),ambulatory +60,2018-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +60,2018-11-01,5797-6,,ambulatory +60,2018-11-01,5797-6,cumulus__missing-or-null,ambulatory +60,2018-11-01,5794-3,Urine blood test = negative (finding),ambulatory +60,2018-11-01,5792-7,,ambulatory +60,2018-11-01,5792-7,cumulus__missing-or-null,ambulatory +60,2018-11-01,5778-6,,ambulatory +60,2018-11-01,5778-6,Brown color (qualifier value),ambulatory +60,2018-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +60,2018-11-01,5767-9,,ambulatory +60,2018-11-01,5767-9,Cloudy urine (finding),ambulatory +60,2018-11-01,55758-7,,ambulatory +60,2018-11-01,55758-7,cumulus__missing-or-null,ambulatory +60,2018-11-01,34533-0,,ambulatory +60,2018-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +60,2018-11-01,32167-9,,ambulatory +60,2018-11-01,32167-9,Translucent (qualifier value),ambulatory +60,2018-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory +60,2018-11-01,20505-4,,ambulatory +60,2018-11-01,20505-4,cumulus__missing-or-null,ambulatory +60,2018-05-01,3094-0,, +60,2018-05-01,3094-0,cumulus__missing-or-null, +60,2018-05-01,2951-2,, +60,2018-05-01,2951-2,cumulus__missing-or-null, +60,2018-05-01,2823-3,, +60,2018-05-01,2823-3,cumulus__missing-or-null, +60,2018-05-01,2345-7,, +60,2018-05-01,2345-7,cumulus__missing-or-null, +60,2018-05-01,2160-0,, +60,2018-05-01,2160-0,cumulus__missing-or-null, +60,2018-05-01,2075-0,, +60,2018-05-01,2075-0,cumulus__missing-or-null, +60,2018-05-01,2028-9,, +60,2018-05-01,2028-9,cumulus__missing-or-null, +60,2018-05-01,17861-6,, +60,2018-05-01,17861-6,cumulus__missing-or-null, +60,2018-04-01,5767-9,,ambulatory +60,2018-04-01,55758-7,, +60,2018-04-01,55758-7,cumulus__missing-or-null, +60,2017-12-01,3094-0,, +60,2017-12-01,3094-0,cumulus__missing-or-null, +60,2017-12-01,2951-2,, +60,2017-12-01,2951-2,cumulus__missing-or-null, +60,2017-12-01,2823-3,, +60,2017-12-01,2823-3,cumulus__missing-or-null, +60,2017-12-01,2345-7,, +60,2017-12-01,2345-7,cumulus__missing-or-null, +60,2017-12-01,2160-0,, +60,2017-12-01,2160-0,cumulus__missing-or-null, +60,2017-12-01,2075-0,, +60,2017-12-01,2075-0,cumulus__missing-or-null, +60,2017-12-01,2028-9,, +60,2017-12-01,2028-9,cumulus__missing-or-null, +60,2017-12-01,17861-6,, +60,2017-12-01,17861-6,cumulus__missing-or-null, +60,2017-11-01,6299-2,,ambulatory +60,2017-11-01,6299-2,cumulus__missing-or-null,ambulatory +60,2017-11-01,6298-4,,ambulatory +60,2017-11-01,6298-4,cumulus__missing-or-null,ambulatory +60,2017-11-01,49765-1,,ambulatory +60,2017-11-01,49765-1,cumulus__missing-or-null,ambulatory +60,2017-11-01,38483-4,,ambulatory +60,2017-11-01,38483-4,cumulus__missing-or-null,ambulatory +60,2017-11-01,2947-0,,ambulatory +60,2017-11-01,2947-0,cumulus__missing-or-null,ambulatory +60,2017-11-01,2339-0,,ambulatory +60,2017-11-01,2339-0,cumulus__missing-or-null,ambulatory +60,2017-11-01,2069-3,,ambulatory +60,2017-11-01,2069-3,cumulus__missing-or-null,ambulatory +60,2017-11-01,20565-8,,ambulatory +60,2017-11-01,20565-8,cumulus__missing-or-null,ambulatory +60,2017-08-01,,Urine smell ammoniacal (finding),ambulatory +60,2017-08-01,,Urine nitrite negative (finding),ambulatory +60,2017-08-01,,Urine leukocyte test negative (finding),ambulatory +60,2017-08-01,,Urine glucose test = ++ (finding),ambulatory +60,2017-08-01,,Urine blood test = negative (finding),ambulatory +60,2017-08-01,,Translucent (qualifier value),ambulatory +60,2017-08-01,,Finding of bilirubin in urine (finding),ambulatory +60,2017-08-01,,Cloudy urine (finding),ambulatory +60,2017-08-01,,Brown color (qualifier value),ambulatory +60,2017-08-01,5804-0,,ambulatory +60,2017-08-01,5804-0,cumulus__missing-or-null,ambulatory +60,2017-08-01,5802-4,Urine nitrite negative (finding),ambulatory +60,2017-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +60,2017-08-01,5797-6,,ambulatory +60,2017-08-01,5797-6,cumulus__missing-or-null,ambulatory +60,2017-08-01,5794-3,Urine blood test = negative (finding),ambulatory +60,2017-08-01,5792-7,,ambulatory +60,2017-08-01,5792-7,cumulus__missing-or-null,ambulatory +60,2017-08-01,5778-6,,ambulatory +60,2017-08-01,5778-6,Brown color (qualifier value),ambulatory +60,2017-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +60,2017-08-01,5767-9,,ambulatory +60,2017-08-01,5767-9,Cloudy urine (finding),ambulatory +60,2017-08-01,34533-0,,ambulatory +60,2017-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +60,2017-08-01,32167-9,,ambulatory +60,2017-08-01,32167-9,Translucent (qualifier value),ambulatory +60,2017-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +60,2017-08-01,20505-4,,ambulatory +60,2017-08-01,20505-4,cumulus__missing-or-null,ambulatory 60,2017-07-01,,Urine smell ammoniacal (finding), 60,2017-07-01,,Urine nitrite negative (finding), 60,2017-07-01,,Urine leukocyte test negative (finding), @@ -3408,12 +12918,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2017-07-01,,Finding of bilirubin in urine (finding), 60,2017-07-01,,Cloudy urine (finding), 60,2017-07-01,,Brown color (qualifier value), +60,2017-07-01,5811-5,, +60,2017-07-01,5811-5,cumulus__missing-or-null, +60,2017-07-01,5804-0,, +60,2017-07-01,5804-0,cumulus__missing-or-null, +60,2017-07-01,5803-2,, +60,2017-07-01,5803-2,cumulus__missing-or-null, 60,2017-07-01,5802-4,, 60,2017-07-01,5802-4,Urine nitrite negative (finding), 60,2017-07-01,5799-2,, 60,2017-07-01,5799-2,Urine leukocyte test negative (finding), +60,2017-07-01,5797-6,, +60,2017-07-01,5797-6,cumulus__missing-or-null, 60,2017-07-01,5794-3,, 60,2017-07-01,5794-3,Urine blood test = negative (finding), +60,2017-07-01,5792-7,, +60,2017-07-01,5792-7,cumulus__missing-or-null, 60,2017-07-01,5778-6,, 60,2017-07-01,5778-6,Brown color (qualifier value), 60,2017-07-01,5770-3,, @@ -3424,14 +12944,55 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 60,2017-07-01,34533-0,Urine smell ammoniacal (finding), 60,2017-07-01,32167-9,, 60,2017-07-01,32167-9,Translucent (qualifier value), +60,2017-07-01,3094-0,, +60,2017-07-01,3094-0,cumulus__missing-or-null, +60,2017-07-01,2951-2,, +60,2017-07-01,2951-2,cumulus__missing-or-null, +60,2017-07-01,2823-3,, +60,2017-07-01,2823-3,cumulus__missing-or-null, 60,2017-07-01,25428-4,, 60,2017-07-01,25428-4,Urine glucose test = ++ (finding), 60,2017-07-01,2514-8,, +60,2017-07-01,2345-7,, +60,2017-07-01,2345-7,cumulus__missing-or-null, +60,2017-07-01,2160-0,, +60,2017-07-01,2160-0,cumulus__missing-or-null, +60,2017-07-01,2075-0,, +60,2017-07-01,2075-0,cumulus__missing-or-null, +60,2017-07-01,20505-4,, +60,2017-07-01,20505-4,cumulus__missing-or-null, 60,2017-07-01,20454-5,, +60,2017-07-01,2028-9,, +60,2017-07-01,2028-9,cumulus__missing-or-null, +60,2017-07-01,17861-6,, +60,2017-07-01,17861-6,cumulus__missing-or-null, +60,2017-06-01,33914-3,,ambulatory +60,2017-06-01,33914-3,cumulus__missing-or-null,ambulatory +60,2017-04-01,93025-5,,ambulatory +60,2017-04-01,93025-5,cumulus__missing-or-null,ambulatory 60,2016-11-01,34533-0,, -60,2016-11-01,34533-0,,AMB +60,2016-11-01,34533-0,,ambulatory 60,2016-11-01,34533-0,Urine smell ammoniacal (finding), -60,2016-11-01,34533-0,Urine smell ammoniacal (finding),AMB +60,2016-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +60,2016-10-01,5767-9,,ambulatory +60,2016-08-01,6299-2,, +60,2016-08-01,6299-2,cumulus__missing-or-null, +60,2016-08-01,6298-4,, +60,2016-08-01,6298-4,cumulus__missing-or-null, +60,2016-08-01,49765-1,, +60,2016-08-01,49765-1,cumulus__missing-or-null, +60,2016-08-01,38483-4,, +60,2016-08-01,38483-4,cumulus__missing-or-null, +60,2016-08-01,2947-0,, +60,2016-08-01,2947-0,cumulus__missing-or-null, +60,2016-08-01,2339-0,, +60,2016-08-01,2339-0,cumulus__missing-or-null, +60,2016-08-01,2069-3,, +60,2016-08-01,2069-3,cumulus__missing-or-null, +60,2016-08-01,20565-8,, +60,2016-08-01,20565-8,cumulus__missing-or-null, +60,2016-06-01,4548-4,, +60,2016-06-01,4548-4,cumulus__missing-or-null, 59,2022-09-01,,Urine smell ammoniacal (finding), 59,2022-09-01,,Urine nitrite negative (finding), 59,2022-09-01,,Urine leukocyte test negative (finding), @@ -3441,12 +13002,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 59,2022-09-01,,Finding of bilirubin in urine (finding), 59,2022-09-01,,Cloudy urine (finding), 59,2022-09-01,,Brown color (qualifier value), +59,2022-09-01,5811-5,, +59,2022-09-01,5811-5,cumulus__missing-or-null, +59,2022-09-01,5804-0,, +59,2022-09-01,5804-0,cumulus__missing-or-null, +59,2022-09-01,5803-2,, +59,2022-09-01,5803-2,cumulus__missing-or-null, 59,2022-09-01,5802-4,, 59,2022-09-01,5802-4,Urine nitrite negative (finding), 59,2022-09-01,5799-2,, 59,2022-09-01,5799-2,Urine leukocyte test negative (finding), +59,2022-09-01,5797-6,, +59,2022-09-01,5797-6,cumulus__missing-or-null, 59,2022-09-01,5794-3,, 59,2022-09-01,5794-3,Urine blood test = negative (finding), +59,2022-09-01,5792-7,, +59,2022-09-01,5792-7,cumulus__missing-or-null, 59,2022-09-01,5778-6,, 59,2022-09-01,5778-6,Brown color (qualifier value), 59,2022-09-01,5770-3,, @@ -3460,42 +13031,103 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 59,2022-09-01,25428-4,, 59,2022-09-01,25428-4,Urine glucose test = ++ (finding), 59,2022-09-01,2514-8,, +59,2022-09-01,20505-4,, +59,2022-09-01,20505-4,cumulus__missing-or-null, 59,2022-09-01,20454-5,, -59,2021-12-01,,Urine smell ammoniacal (finding),AMB -59,2021-12-01,,Urine nitrite negative (finding),AMB -59,2021-12-01,,Urine leukocyte test negative (finding),AMB -59,2021-12-01,,Urine glucose test = ++ (finding),AMB -59,2021-12-01,,Urine blood test = negative (finding),AMB -59,2021-12-01,,Translucent (qualifier value),AMB -59,2021-12-01,,Finding of bilirubin in urine (finding),AMB -59,2021-12-01,,Cloudy urine (finding),AMB -59,2021-12-01,,Brown color (qualifier value),AMB -59,2021-12-01,5802-4,,AMB -59,2021-12-01,5802-4,Urine nitrite negative (finding),AMB -59,2021-12-01,5799-2,,AMB -59,2021-12-01,5799-2,Urine leukocyte test negative (finding),AMB -59,2021-12-01,5794-3,,AMB -59,2021-12-01,5794-3,Urine blood test = negative (finding),AMB -59,2021-12-01,5778-6,,AMB -59,2021-12-01,5778-6,Brown color (qualifier value),AMB -59,2021-12-01,5770-3,,AMB -59,2021-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -59,2021-12-01,5767-9,,AMB -59,2021-12-01,5767-9,Cloudy urine (finding),AMB -59,2021-12-01,34533-0,,AMB -59,2021-12-01,34533-0,Urine smell ammoniacal (finding),AMB -59,2021-12-01,32167-9,,AMB -59,2021-12-01,32167-9,Translucent (qualifier value),AMB -59,2021-12-01,25428-4,,AMB -59,2021-12-01,25428-4,Urine glucose test = ++ (finding),AMB -59,2021-12-01,2514-8,,AMB -59,2021-12-01,20454-5,,AMB -59,2021-11-01,34533-0,,AMB -59,2021-11-01,34533-0,Urine smell ammoniacal (finding),AMB -59,2021-05-01,,Urine protein test = ++ (finding),AMB -59,2021-05-01,20454-5,Urine protein test = ++ (finding),AMB -59,2020-08-01,34533-0,,AMB -59,2020-08-01,34533-0,Urine smell ammoniacal (finding),AMB +59,2022-06-01,5811-5,,ambulatory +59,2022-06-01,5811-5,cumulus__missing-or-null,ambulatory +59,2022-06-01,5803-2,,ambulatory +59,2022-06-01,5803-2,cumulus__missing-or-null,ambulatory +59,2022-06-01,5802-4,,ambulatory +59,2022-06-01,5799-2,,ambulatory +59,2022-06-01,5794-3,,ambulatory +59,2022-06-01,5770-3,,ambulatory +59,2022-06-01,25428-4,,ambulatory +59,2022-06-01,2514-8,,ambulatory +59,2022-06-01,20454-5,,ambulatory +59,2022-04-01,5811-5,,ambulatory +59,2022-04-01,5811-5,cumulus__missing-or-null,ambulatory +59,2022-04-01,5803-2,,ambulatory +59,2022-04-01,5803-2,cumulus__missing-or-null,ambulatory +59,2022-04-01,5802-4,,ambulatory +59,2022-04-01,5799-2,,ambulatory +59,2022-04-01,5794-3,,ambulatory +59,2022-04-01,5770-3,,ambulatory +59,2022-04-01,25428-4,,ambulatory +59,2022-04-01,2514-8,,ambulatory +59,2022-04-01,20454-5,,ambulatory +59,2021-12-01,,Urine smell ammoniacal (finding),ambulatory +59,2021-12-01,,Urine nitrite negative (finding),ambulatory +59,2021-12-01,,Urine leukocyte test negative (finding),ambulatory +59,2021-12-01,,Urine glucose test = ++ (finding),ambulatory +59,2021-12-01,,Urine blood test = negative (finding),ambulatory +59,2021-12-01,,Translucent (qualifier value),ambulatory +59,2021-12-01,,Finding of bilirubin in urine (finding),ambulatory +59,2021-12-01,,Cloudy urine (finding),ambulatory +59,2021-12-01,,Brown color (qualifier value),ambulatory +59,2021-12-01,5804-0,,ambulatory +59,2021-12-01,5804-0,cumulus__missing-or-null,ambulatory +59,2021-12-01,5802-4,Urine nitrite negative (finding),ambulatory +59,2021-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +59,2021-12-01,5797-6,,ambulatory +59,2021-12-01,5797-6,cumulus__missing-or-null,ambulatory +59,2021-12-01,5794-3,Urine blood test = negative (finding),ambulatory +59,2021-12-01,5792-7,,ambulatory +59,2021-12-01,5792-7,cumulus__missing-or-null,ambulatory +59,2021-12-01,5778-6,,ambulatory +59,2021-12-01,5778-6,Brown color (qualifier value),ambulatory +59,2021-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +59,2021-12-01,5767-9,,ambulatory +59,2021-12-01,5767-9,Cloudy urine (finding),ambulatory +59,2021-12-01,34533-0,,ambulatory +59,2021-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +59,2021-12-01,32167-9,,ambulatory +59,2021-12-01,32167-9,Translucent (qualifier value),ambulatory +59,2021-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +59,2021-12-01,20505-4,,ambulatory +59,2021-12-01,20505-4,cumulus__missing-or-null,ambulatory +59,2021-11-01,34533-0,,ambulatory +59,2021-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +59,2021-07-01,3094-0,, +59,2021-07-01,3094-0,cumulus__missing-or-null, +59,2021-07-01,2951-2,, +59,2021-07-01,2951-2,cumulus__missing-or-null, +59,2021-07-01,2823-3,, +59,2021-07-01,2823-3,cumulus__missing-or-null, +59,2021-07-01,2345-7,, +59,2021-07-01,2345-7,cumulus__missing-or-null, +59,2021-07-01,2160-0,, +59,2021-07-01,2160-0,cumulus__missing-or-null, +59,2021-07-01,2075-0,, +59,2021-07-01,2075-0,cumulus__missing-or-null, +59,2021-07-01,2028-9,, +59,2021-07-01,2028-9,cumulus__missing-or-null, +59,2021-07-01,17861-6,, +59,2021-07-01,17861-6,cumulus__missing-or-null, +59,2021-06-01,3094-0,, +59,2021-06-01,3094-0,cumulus__missing-or-null, +59,2021-06-01,2951-2,, +59,2021-06-01,2951-2,cumulus__missing-or-null, +59,2021-06-01,2823-3,, +59,2021-06-01,2823-3,cumulus__missing-or-null, +59,2021-06-01,2345-7,, +59,2021-06-01,2345-7,cumulus__missing-or-null, +59,2021-06-01,2160-0,, +59,2021-06-01,2160-0,cumulus__missing-or-null, +59,2021-06-01,2075-0,, +59,2021-06-01,2075-0,cumulus__missing-or-null, +59,2021-06-01,2028-9,, +59,2021-06-01,2028-9,cumulus__missing-or-null, +59,2021-06-01,17861-6,, +59,2021-06-01,17861-6,cumulus__missing-or-null, +59,2021-05-01,,Urine protein test = ++ (finding),ambulatory +59,2021-05-01,20454-5,Urine protein test = ++ (finding),ambulatory +59,2020-08-01,34533-0,,ambulatory +59,2020-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +59,2020-07-01,4548-4,,ambulatory +59,2020-07-01,4548-4,cumulus__missing-or-null,ambulatory +59,2020-04-01,55758-7,, +59,2020-04-01,55758-7,cumulus__missing-or-null, 59,2020-01-01,,Urine smell ammoniacal (finding), 59,2020-01-01,,Urine blood test = negative (finding), 59,2020-01-01,,Translucent (qualifier value), @@ -3504,62 +13136,116 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 59,2020-01-01,5778-6,Brown color (qualifier value), 59,2020-01-01,34533-0,, 59,2020-01-01,32167-9,Translucent (qualifier value), -59,2019-08-01,,Urine smell ammoniacal (finding),AMB -59,2019-08-01,,Urine nitrite negative (finding),AMB -59,2019-08-01,,Urine leukocyte test negative (finding),AMB -59,2019-08-01,,Urine glucose test = ++ (finding),AMB -59,2019-08-01,,Urine blood test = negative (finding),AMB -59,2019-08-01,,Translucent (qualifier value),AMB -59,2019-08-01,,Finding of bilirubin in urine (finding),AMB -59,2019-08-01,,Cloudy urine (finding),AMB -59,2019-08-01,,Brown color (qualifier value),AMB -59,2019-08-01,5802-4,,AMB -59,2019-08-01,5802-4,Urine nitrite negative (finding),AMB -59,2019-08-01,5799-2,,AMB -59,2019-08-01,5799-2,Urine leukocyte test negative (finding),AMB -59,2019-08-01,5794-3,,AMB -59,2019-08-01,5794-3,Urine blood test = negative (finding),AMB -59,2019-08-01,5778-6,,AMB -59,2019-08-01,5778-6,Brown color (qualifier value),AMB -59,2019-08-01,5770-3,,AMB -59,2019-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -59,2019-08-01,5767-9,,AMB -59,2019-08-01,5767-9,Cloudy urine (finding),AMB -59,2019-08-01,34533-0,,AMB -59,2019-08-01,34533-0,Urine smell ammoniacal (finding),AMB -59,2019-08-01,32167-9,,AMB -59,2019-08-01,32167-9,Translucent (qualifier value),AMB -59,2019-08-01,25428-4,,AMB -59,2019-08-01,25428-4,Urine glucose test = ++ (finding),AMB -59,2019-08-01,2514-8,,AMB -59,2019-08-01,20454-5,,AMB -59,2018-04-01,,Urine smell ammoniacal (finding),AMB -59,2018-04-01,,Urine nitrite negative (finding),AMB -59,2018-04-01,,Urine leukocyte test negative (finding),AMB -59,2018-04-01,,Urine glucose test = ++ (finding),AMB -59,2018-04-01,,Urine blood test = negative (finding),AMB -59,2018-04-01,,Translucent (qualifier value),AMB -59,2018-04-01,,Finding of bilirubin in urine (finding),AMB -59,2018-04-01,,Cloudy urine (finding),AMB -59,2018-04-01,,Brown color (qualifier value),AMB -59,2018-04-01,5802-4,,AMB -59,2018-04-01,5802-4,Urine nitrite negative (finding),AMB -59,2018-04-01,5799-2,,AMB -59,2018-04-01,5799-2,Urine leukocyte test negative (finding),AMB -59,2018-04-01,5794-3,,AMB -59,2018-04-01,5794-3,Urine blood test = negative (finding),AMB -59,2018-04-01,5778-6,,AMB -59,2018-04-01,5778-6,Brown color (qualifier value),AMB -59,2018-04-01,5770-3,,AMB -59,2018-04-01,5770-3,Finding of bilirubin in urine (finding),AMB -59,2018-04-01,5767-9,,AMB -59,2018-04-01,5767-9,Cloudy urine (finding),AMB -59,2018-04-01,32167-9,,AMB -59,2018-04-01,32167-9,Translucent (qualifier value),AMB -59,2018-04-01,25428-4,,AMB -59,2018-04-01,25428-4,Urine glucose test = ++ (finding),AMB -59,2018-04-01,2514-8,,AMB -59,2018-04-01,20454-5,,AMB +59,2019-12-01,55758-7,,ambulatory +59,2019-12-01,55758-7,cumulus__missing-or-null,ambulatory +59,2019-08-01,,Urine smell ammoniacal (finding),ambulatory +59,2019-08-01,,Urine nitrite negative (finding),ambulatory +59,2019-08-01,,Urine leukocyte test negative (finding),ambulatory +59,2019-08-01,,Urine glucose test = ++ (finding),ambulatory +59,2019-08-01,,Urine blood test = negative (finding),ambulatory +59,2019-08-01,,Translucent (qualifier value),ambulatory +59,2019-08-01,,Finding of bilirubin in urine (finding),ambulatory +59,2019-08-01,,Cloudy urine (finding),ambulatory +59,2019-08-01,,Brown color (qualifier value),ambulatory +59,2019-08-01,5811-5,,ambulatory +59,2019-08-01,5811-5,cumulus__missing-or-null,ambulatory +59,2019-08-01,5804-0,,ambulatory +59,2019-08-01,5804-0,cumulus__missing-or-null,ambulatory +59,2019-08-01,5803-2,,ambulatory +59,2019-08-01,5803-2,cumulus__missing-or-null,ambulatory +59,2019-08-01,5802-4,,ambulatory +59,2019-08-01,5802-4,Urine nitrite negative (finding),ambulatory +59,2019-08-01,5799-2,,ambulatory +59,2019-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +59,2019-08-01,5797-6,,ambulatory +59,2019-08-01,5797-6,cumulus__missing-or-null,ambulatory +59,2019-08-01,5794-3,,ambulatory +59,2019-08-01,5794-3,Urine blood test = negative (finding),ambulatory +59,2019-08-01,5792-7,,ambulatory +59,2019-08-01,5792-7,cumulus__missing-or-null,ambulatory +59,2019-08-01,5778-6,,ambulatory +59,2019-08-01,5778-6,Brown color (qualifier value),ambulatory +59,2019-08-01,5770-3,,ambulatory +59,2019-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +59,2019-08-01,5767-9,,ambulatory +59,2019-08-01,5767-9,Cloudy urine (finding),ambulatory +59,2019-08-01,34533-0,,ambulatory +59,2019-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +59,2019-08-01,32167-9,,ambulatory +59,2019-08-01,32167-9,Translucent (qualifier value),ambulatory +59,2019-08-01,25428-4,,ambulatory +59,2019-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +59,2019-08-01,2514-8,,ambulatory +59,2019-08-01,20505-4,,ambulatory +59,2019-08-01,20505-4,cumulus__missing-or-null,ambulatory +59,2019-08-01,20454-5,,ambulatory +59,2019-01-01,2571-8,, +59,2019-01-01,2571-8,cumulus__missing-or-null, +59,2019-01-01,2093-3,, +59,2019-01-01,2093-3,cumulus__missing-or-null, +59,2019-01-01,2085-9,, +59,2019-01-01,2085-9,cumulus__missing-or-null, +59,2019-01-01,18262-6,, +59,2019-01-01,18262-6,cumulus__missing-or-null, +59,2018-11-01,4548-4,,ambulatory +59,2018-11-01,4548-4,cumulus__missing-or-null,ambulatory +59,2018-09-01,3094-0,, +59,2018-09-01,3094-0,cumulus__missing-or-null, +59,2018-09-01,2951-2,, +59,2018-09-01,2951-2,cumulus__missing-or-null, +59,2018-09-01,2823-3,, +59,2018-09-01,2823-3,cumulus__missing-or-null, +59,2018-09-01,2345-7,, +59,2018-09-01,2345-7,cumulus__missing-or-null, +59,2018-09-01,2160-0,, +59,2018-09-01,2160-0,cumulus__missing-or-null, +59,2018-09-01,2075-0,, +59,2018-09-01,2075-0,cumulus__missing-or-null, +59,2018-09-01,2028-9,, +59,2018-09-01,2028-9,cumulus__missing-or-null, +59,2018-09-01,17861-6,, +59,2018-09-01,17861-6,cumulus__missing-or-null, +59,2018-04-01,,Urine smell ammoniacal (finding),ambulatory +59,2018-04-01,,Urine nitrite negative (finding),ambulatory +59,2018-04-01,,Urine leukocyte test negative (finding),ambulatory +59,2018-04-01,,Urine glucose test = ++ (finding),ambulatory +59,2018-04-01,,Urine blood test = negative (finding),ambulatory +59,2018-04-01,,Translucent (qualifier value),ambulatory +59,2018-04-01,,Finding of bilirubin in urine (finding),ambulatory +59,2018-04-01,,Cloudy urine (finding),ambulatory +59,2018-04-01,,Brown color (qualifier value),ambulatory +59,2018-04-01,5811-5,,ambulatory +59,2018-04-01,5811-5,cumulus__missing-or-null,ambulatory +59,2018-04-01,5804-0,,ambulatory +59,2018-04-01,5804-0,cumulus__missing-or-null,ambulatory +59,2018-04-01,5803-2,,ambulatory +59,2018-04-01,5803-2,cumulus__missing-or-null,ambulatory +59,2018-04-01,5802-4,,ambulatory +59,2018-04-01,5802-4,Urine nitrite negative (finding),ambulatory +59,2018-04-01,5799-2,,ambulatory +59,2018-04-01,5799-2,Urine leukocyte test negative (finding),ambulatory +59,2018-04-01,5797-6,,ambulatory +59,2018-04-01,5797-6,cumulus__missing-or-null,ambulatory +59,2018-04-01,5794-3,,ambulatory +59,2018-04-01,5794-3,Urine blood test = negative (finding),ambulatory +59,2018-04-01,5792-7,,ambulatory +59,2018-04-01,5792-7,cumulus__missing-or-null,ambulatory +59,2018-04-01,5778-6,,ambulatory +59,2018-04-01,5778-6,Brown color (qualifier value),ambulatory +59,2018-04-01,5770-3,,ambulatory +59,2018-04-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +59,2018-04-01,5767-9,Cloudy urine (finding),ambulatory +59,2018-04-01,32167-9,,ambulatory +59,2018-04-01,32167-9,Translucent (qualifier value),ambulatory +59,2018-04-01,25428-4,,ambulatory +59,2018-04-01,25428-4,Urine glucose test = ++ (finding),ambulatory +59,2018-04-01,2514-8,,ambulatory +59,2018-04-01,20505-4,,ambulatory +59,2018-04-01,20505-4,cumulus__missing-or-null,ambulatory +59,2018-04-01,20454-5,,ambulatory +59,2018-02-01,5767-9,, +59,2017-06-01,4548-4,, +59,2017-06-01,4548-4,cumulus__missing-or-null, 59,2017-03-01,,Urine smell ammoniacal (finding), 59,2017-03-01,,Urine nitrite negative (finding), 59,2017-03-01,,Urine leukocyte test negative (finding), @@ -3569,12 +13255,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 59,2017-03-01,,Finding of bilirubin in urine (finding), 59,2017-03-01,,Cloudy urine (finding), 59,2017-03-01,,Brown color (qualifier value), +59,2017-03-01,5811-5,, +59,2017-03-01,5811-5,cumulus__missing-or-null, +59,2017-03-01,5804-0,, +59,2017-03-01,5804-0,cumulus__missing-or-null, +59,2017-03-01,5803-2,, +59,2017-03-01,5803-2,cumulus__missing-or-null, 59,2017-03-01,5802-4,, 59,2017-03-01,5802-4,Urine nitrite negative (finding), 59,2017-03-01,5799-2,, 59,2017-03-01,5799-2,Urine leukocyte test negative (finding), +59,2017-03-01,5797-6,, +59,2017-03-01,5797-6,cumulus__missing-or-null, 59,2017-03-01,5794-3,, 59,2017-03-01,5794-3,Urine blood test = negative (finding), +59,2017-03-01,5792-7,, +59,2017-03-01,5792-7,cumulus__missing-or-null, 59,2017-03-01,5778-6,, 59,2017-03-01,5778-6,Brown color (qualifier value), 59,2017-03-01,5770-3,, @@ -3588,63 +13284,94 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 59,2017-03-01,25428-4,, 59,2017-03-01,25428-4,Urine glucose test = ++ (finding), 59,2017-03-01,2514-8,, +59,2017-03-01,20505-4,, +59,2017-03-01,20505-4,cumulus__missing-or-null, 59,2017-03-01,20454-5,, -59,2016-10-01,,Urine smell ammoniacal (finding),AMB -59,2016-10-01,,Urine nitrite negative (finding),AMB -59,2016-10-01,,Urine leukocyte test negative (finding),AMB -59,2016-10-01,,Urine glucose test = ++ (finding),AMB -59,2016-10-01,,Urine blood test = negative (finding),AMB -59,2016-10-01,,Translucent (qualifier value),AMB -59,2016-10-01,,Finding of bilirubin in urine (finding),AMB -59,2016-10-01,,Cloudy urine (finding),AMB -59,2016-10-01,,Brown color (qualifier value),AMB -59,2016-10-01,5802-4,,AMB -59,2016-10-01,5802-4,Urine nitrite negative (finding),AMB -59,2016-10-01,5799-2,,AMB -59,2016-10-01,5799-2,Urine leukocyte test negative (finding),AMB -59,2016-10-01,5794-3,,AMB -59,2016-10-01,5794-3,Urine blood test = negative (finding),AMB -59,2016-10-01,5778-6,,AMB -59,2016-10-01,5778-6,Brown color (qualifier value),AMB -59,2016-10-01,5770-3,,AMB -59,2016-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -59,2016-10-01,5767-9,,AMB -59,2016-10-01,5767-9,Cloudy urine (finding),AMB -59,2016-10-01,32167-9,,AMB -59,2016-10-01,32167-9,Translucent (qualifier value),AMB -59,2016-10-01,25428-4,,AMB -59,2016-10-01,25428-4,Urine glucose test = ++ (finding),AMB -59,2016-10-01,2514-8,,AMB -59,2016-10-01,20454-5,,AMB -58,2023-01-01,,Urine smell ammoniacal (finding),AMB -58,2023-01-01,,Urine nitrite negative (finding),AMB -58,2023-01-01,,Urine leukocyte test negative (finding),AMB -58,2023-01-01,,Urine glucose test = ++ (finding),AMB -58,2023-01-01,,Urine blood test = negative (finding),AMB -58,2023-01-01,,Translucent (qualifier value),AMB -58,2023-01-01,,Finding of bilirubin in urine (finding),AMB -58,2023-01-01,,Cloudy urine (finding),AMB -58,2023-01-01,,Brown color (qualifier value),AMB -58,2023-01-01,5802-4,,AMB -58,2023-01-01,5802-4,Urine nitrite negative (finding),AMB -58,2023-01-01,5799-2,,AMB -58,2023-01-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2023-01-01,5794-3,,AMB -58,2023-01-01,5794-3,Urine blood test = negative (finding),AMB -58,2023-01-01,5778-6,,AMB -58,2023-01-01,5778-6,Brown color (qualifier value),AMB -58,2023-01-01,5770-3,,AMB -58,2023-01-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2023-01-01,5767-9,,AMB -58,2023-01-01,5767-9,Cloudy urine (finding),AMB -58,2023-01-01,34533-0,,AMB -58,2023-01-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2023-01-01,32167-9,,AMB -58,2023-01-01,32167-9,Translucent (qualifier value),AMB -58,2023-01-01,25428-4,,AMB -58,2023-01-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2023-01-01,2514-8,,AMB -58,2023-01-01,20454-5,,AMB +59,2016-10-01,,Urine smell ammoniacal (finding),ambulatory +59,2016-10-01,,Urine nitrite negative (finding),ambulatory +59,2016-10-01,,Urine leukocyte test negative (finding),ambulatory +59,2016-10-01,,Urine glucose test = ++ (finding),ambulatory +59,2016-10-01,,Urine blood test = negative (finding),ambulatory +59,2016-10-01,,Translucent (qualifier value),ambulatory +59,2016-10-01,,Finding of bilirubin in urine (finding),ambulatory +59,2016-10-01,,Cloudy urine (finding),ambulatory +59,2016-10-01,,Brown color (qualifier value),ambulatory +59,2016-10-01,5811-5,,ambulatory +59,2016-10-01,5811-5,cumulus__missing-or-null,ambulatory +59,2016-10-01,5804-0,,ambulatory +59,2016-10-01,5804-0,cumulus__missing-or-null,ambulatory +59,2016-10-01,5803-2,,ambulatory +59,2016-10-01,5803-2,cumulus__missing-or-null,ambulatory +59,2016-10-01,5802-4,,ambulatory +59,2016-10-01,5802-4,Urine nitrite negative (finding),ambulatory +59,2016-10-01,5799-2,,ambulatory +59,2016-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +59,2016-10-01,5797-6,,ambulatory +59,2016-10-01,5797-6,cumulus__missing-or-null,ambulatory +59,2016-10-01,5794-3,,ambulatory +59,2016-10-01,5794-3,Urine blood test = negative (finding),ambulatory +59,2016-10-01,5792-7,,ambulatory +59,2016-10-01,5792-7,cumulus__missing-or-null,ambulatory +59,2016-10-01,5778-6,,ambulatory +59,2016-10-01,5778-6,Brown color (qualifier value),ambulatory +59,2016-10-01,5770-3,,ambulatory +59,2016-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +59,2016-10-01,5767-9,Cloudy urine (finding),ambulatory +59,2016-10-01,55758-7,, +59,2016-10-01,55758-7,cumulus__missing-or-null, +59,2016-10-01,4548-4,,ambulatory +59,2016-10-01,4548-4,cumulus__missing-or-null,ambulatory +59,2016-10-01,32167-9,,ambulatory +59,2016-10-01,32167-9,Translucent (qualifier value),ambulatory +59,2016-10-01,25428-4,,ambulatory +59,2016-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +59,2016-10-01,2514-8,,ambulatory +59,2016-10-01,20505-4,,ambulatory +59,2016-10-01,20505-4,cumulus__missing-or-null,ambulatory +59,2016-10-01,20454-5,,ambulatory +59,2016-08-01,55758-7,, +59,2016-08-01,55758-7,cumulus__missing-or-null, +58,2023-01-01,,Urine smell ammoniacal (finding),ambulatory +58,2023-01-01,,Urine nitrite negative (finding),ambulatory +58,2023-01-01,,Urine leukocyte test negative (finding),ambulatory +58,2023-01-01,,Urine glucose test = ++ (finding),ambulatory +58,2023-01-01,,Urine blood test = negative (finding),ambulatory +58,2023-01-01,,Translucent (qualifier value),ambulatory +58,2023-01-01,,Finding of bilirubin in urine (finding),ambulatory +58,2023-01-01,,Cloudy urine (finding),ambulatory +58,2023-01-01,,Brown color (qualifier value),ambulatory +58,2023-01-01,5811-5,,ambulatory +58,2023-01-01,5811-5,cumulus__missing-or-null,ambulatory +58,2023-01-01,5804-0,,ambulatory +58,2023-01-01,5804-0,cumulus__missing-or-null,ambulatory +58,2023-01-01,5803-2,,ambulatory +58,2023-01-01,5803-2,cumulus__missing-or-null,ambulatory +58,2023-01-01,5802-4,,ambulatory +58,2023-01-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2023-01-01,5799-2,,ambulatory +58,2023-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2023-01-01,5797-6,,ambulatory +58,2023-01-01,5797-6,cumulus__missing-or-null,ambulatory +58,2023-01-01,5794-3,,ambulatory +58,2023-01-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2023-01-01,5792-7,,ambulatory +58,2023-01-01,5792-7,cumulus__missing-or-null,ambulatory +58,2023-01-01,5778-6,,ambulatory +58,2023-01-01,5778-6,Brown color (qualifier value),ambulatory +58,2023-01-01,5770-3,,ambulatory +58,2023-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2023-01-01,5767-9,,ambulatory +58,2023-01-01,5767-9,Cloudy urine (finding),ambulatory +58,2023-01-01,34533-0,,ambulatory +58,2023-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2023-01-01,32167-9,,ambulatory +58,2023-01-01,32167-9,Translucent (qualifier value),ambulatory +58,2023-01-01,25428-4,,ambulatory +58,2023-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2023-01-01,2514-8,,ambulatory +58,2023-01-01,20505-4,,ambulatory +58,2023-01-01,20505-4,cumulus__missing-or-null,ambulatory +58,2023-01-01,20454-5,,ambulatory 58,2022-12-01,,Urine smell ammoniacal (finding), 58,2022-12-01,,Urine nitrite negative (finding), 58,2022-12-01,,Urine leukocyte test negative (finding), @@ -3654,15 +13381,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 58,2022-12-01,,Finding of bilirubin in urine (finding), 58,2022-12-01,,Cloudy urine (finding), 58,2022-12-01,,Brown color (qualifier value), -58,2022-12-01,5802-4,, +58,2022-12-01,5804-0,, +58,2022-12-01,5804-0,cumulus__missing-or-null, 58,2022-12-01,5802-4,Urine nitrite negative (finding), -58,2022-12-01,5799-2,, 58,2022-12-01,5799-2,Urine leukocyte test negative (finding), -58,2022-12-01,5794-3,, +58,2022-12-01,5797-6,, +58,2022-12-01,5797-6,cumulus__missing-or-null, 58,2022-12-01,5794-3,Urine blood test = negative (finding), +58,2022-12-01,5792-7,, +58,2022-12-01,5792-7,cumulus__missing-or-null, 58,2022-12-01,5778-6,, 58,2022-12-01,5778-6,Brown color (qualifier value), -58,2022-12-01,5770-3,, 58,2022-12-01,5770-3,Finding of bilirubin in urine (finding), 58,2022-12-01,5767-9,, 58,2022-12-01,5767-9,Cloudy urine (finding), @@ -3670,70 +13399,155 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 58,2022-12-01,34533-0,Urine smell ammoniacal (finding), 58,2022-12-01,32167-9,, 58,2022-12-01,32167-9,Translucent (qualifier value), -58,2022-12-01,25428-4,, 58,2022-12-01,25428-4,Urine glucose test = ++ (finding), -58,2022-12-01,2514-8,, -58,2022-12-01,20454-5,, -58,2022-06-01,,Urine smell ammoniacal (finding),AMB -58,2022-06-01,,Urine nitrite negative (finding),AMB -58,2022-06-01,,Urine leukocyte test negative (finding),AMB -58,2022-06-01,,Urine glucose test = ++ (finding),AMB -58,2022-06-01,,Urine blood test = negative (finding),AMB -58,2022-06-01,,Translucent (qualifier value),AMB -58,2022-06-01,,Finding of bilirubin in urine (finding),AMB -58,2022-06-01,,Cloudy urine (finding),AMB -58,2022-06-01,,Brown color (qualifier value),AMB -58,2022-06-01,5802-4,,AMB -58,2022-06-01,5802-4,Urine nitrite negative (finding),AMB -58,2022-06-01,5799-2,,AMB -58,2022-06-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2022-06-01,5794-3,,AMB -58,2022-06-01,5794-3,Urine blood test = negative (finding),AMB -58,2022-06-01,5778-6,,AMB -58,2022-06-01,5778-6,Brown color (qualifier value),AMB -58,2022-06-01,5770-3,,AMB -58,2022-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2022-06-01,5767-9,,AMB -58,2022-06-01,5767-9,Cloudy urine (finding),AMB -58,2022-06-01,34533-0,,AMB -58,2022-06-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2022-06-01,32167-9,,AMB -58,2022-06-01,32167-9,Translucent (qualifier value),AMB -58,2022-06-01,25428-4,,AMB -58,2022-06-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2022-06-01,2514-8,,AMB -58,2022-06-01,20454-5,,AMB -58,2020-01-01,,Cloudy urine (finding),AMB +58,2022-12-01,20505-4,, +58,2022-12-01,20505-4,cumulus__missing-or-null, +58,2022-11-01,3094-0,, +58,2022-11-01,3094-0,cumulus__missing-or-null, +58,2022-11-01,2951-2,, +58,2022-11-01,2951-2,cumulus__missing-or-null, +58,2022-11-01,2823-3,, +58,2022-11-01,2823-3,cumulus__missing-or-null, +58,2022-11-01,2345-7,, +58,2022-11-01,2345-7,cumulus__missing-or-null, +58,2022-11-01,2160-0,, +58,2022-11-01,2160-0,cumulus__missing-or-null, +58,2022-11-01,2075-0,, +58,2022-11-01,2075-0,cumulus__missing-or-null, +58,2022-11-01,2028-9,, +58,2022-11-01,2028-9,cumulus__missing-or-null, +58,2022-11-01,17861-6,, +58,2022-11-01,17861-6,cumulus__missing-or-null, +58,2022-08-01,5767-9,, +58,2022-06-01,,Urine smell ammoniacal (finding),ambulatory +58,2022-06-01,,Urine nitrite negative (finding),ambulatory +58,2022-06-01,,Urine leukocyte test negative (finding),ambulatory +58,2022-06-01,,Urine glucose test = ++ (finding),ambulatory +58,2022-06-01,,Urine blood test = negative (finding),ambulatory +58,2022-06-01,,Translucent (qualifier value),ambulatory +58,2022-06-01,,Finding of bilirubin in urine (finding),ambulatory +58,2022-06-01,,Cloudy urine (finding),ambulatory +58,2022-06-01,,Brown color (qualifier value),ambulatory +58,2022-06-01,5804-0,,ambulatory +58,2022-06-01,5804-0,cumulus__missing-or-null,ambulatory +58,2022-06-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2022-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2022-06-01,5797-6,,ambulatory +58,2022-06-01,5797-6,cumulus__missing-or-null,ambulatory +58,2022-06-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2022-06-01,5792-7,,ambulatory +58,2022-06-01,5792-7,cumulus__missing-or-null,ambulatory +58,2022-06-01,5778-6,,ambulatory +58,2022-06-01,5778-6,Brown color (qualifier value),ambulatory +58,2022-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2022-06-01,5767-9,,ambulatory +58,2022-06-01,5767-9,Cloudy urine (finding),ambulatory +58,2022-06-01,34533-0,,ambulatory +58,2022-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2022-06-01,32167-9,,ambulatory +58,2022-06-01,32167-9,Translucent (qualifier value),ambulatory +58,2022-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2022-06-01,20505-4,,ambulatory +58,2022-06-01,20505-4,cumulus__missing-or-null,ambulatory +58,2021-10-01,3094-0,,ambulatory +58,2021-10-01,3094-0,cumulus__missing-or-null,ambulatory +58,2021-10-01,2951-2,,ambulatory +58,2021-10-01,2951-2,cumulus__missing-or-null,ambulatory +58,2021-10-01,2823-3,,ambulatory +58,2021-10-01,2823-3,cumulus__missing-or-null,ambulatory +58,2021-10-01,2345-7,,ambulatory +58,2021-10-01,2345-7,cumulus__missing-or-null,ambulatory +58,2021-10-01,2160-0,,ambulatory +58,2021-10-01,2160-0,cumulus__missing-or-null,ambulatory +58,2021-10-01,2075-0,,ambulatory +58,2021-10-01,2075-0,cumulus__missing-or-null,ambulatory +58,2021-10-01,2028-9,,ambulatory +58,2021-10-01,2028-9,cumulus__missing-or-null,ambulatory +58,2021-10-01,17861-6,,ambulatory +58,2021-10-01,17861-6,cumulus__missing-or-null,ambulatory +58,2021-02-01,3094-0,, +58,2021-02-01,3094-0,cumulus__missing-or-null, +58,2021-02-01,2951-2,, +58,2021-02-01,2951-2,cumulus__missing-or-null, +58,2021-02-01,2823-3,, +58,2021-02-01,2823-3,cumulus__missing-or-null, +58,2021-02-01,2345-7,, +58,2021-02-01,2345-7,cumulus__missing-or-null, +58,2021-02-01,2160-0,, +58,2021-02-01,2160-0,cumulus__missing-or-null, +58,2021-02-01,2075-0,, +58,2021-02-01,2075-0,cumulus__missing-or-null, +58,2021-02-01,2028-9,, +58,2021-02-01,2028-9,cumulus__missing-or-null, +58,2021-02-01,17861-6,, +58,2021-02-01,17861-6,cumulus__missing-or-null, +58,2020-01-01,,Cloudy urine (finding),ambulatory +58,2020-01-01,5767-9,,ambulatory 58,2020-01-01,34533-0,Urine smell ammoniacal (finding), -58,2019-05-01,,Urine smell ammoniacal (finding),AMB -58,2019-05-01,,Urine nitrite negative (finding),AMB -58,2019-05-01,,Urine leukocyte test negative (finding),AMB -58,2019-05-01,,Urine glucose test = ++ (finding),AMB -58,2019-05-01,,Urine blood test = negative (finding),AMB -58,2019-05-01,,Translucent (qualifier value),AMB -58,2019-05-01,,Finding of bilirubin in urine (finding),AMB -58,2019-05-01,,Cloudy urine (finding),AMB -58,2019-05-01,,Brown color (qualifier value),AMB -58,2019-05-01,5802-4,,AMB -58,2019-05-01,5802-4,Urine nitrite negative (finding),AMB -58,2019-05-01,5799-2,,AMB -58,2019-05-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2019-05-01,5794-3,,AMB -58,2019-05-01,5794-3,Urine blood test = negative (finding),AMB -58,2019-05-01,5778-6,,AMB -58,2019-05-01,5778-6,Brown color (qualifier value),AMB -58,2019-05-01,5770-3,,AMB -58,2019-05-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2019-05-01,5767-9,,AMB -58,2019-05-01,5767-9,Cloudy urine (finding),AMB -58,2019-05-01,34533-0,,AMB -58,2019-05-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2019-05-01,32167-9,,AMB -58,2019-05-01,32167-9,Translucent (qualifier value),AMB -58,2019-05-01,25428-4,,AMB -58,2019-05-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2019-05-01,2514-8,,AMB -58,2019-05-01,20454-5,,AMB +58,2019-09-01,4548-4,, +58,2019-09-01,4548-4,cumulus__missing-or-null, +58,2019-06-01,3094-0,,ambulatory +58,2019-06-01,3094-0,cumulus__missing-or-null,ambulatory +58,2019-06-01,2951-2,,ambulatory +58,2019-06-01,2951-2,cumulus__missing-or-null,ambulatory +58,2019-06-01,2823-3,,ambulatory +58,2019-06-01,2823-3,cumulus__missing-or-null,ambulatory +58,2019-06-01,2345-7,,ambulatory +58,2019-06-01,2345-7,cumulus__missing-or-null,ambulatory +58,2019-06-01,2160-0,,ambulatory +58,2019-06-01,2160-0,cumulus__missing-or-null,ambulatory +58,2019-06-01,2075-0,,ambulatory +58,2019-06-01,2075-0,cumulus__missing-or-null,ambulatory +58,2019-06-01,2028-9,,ambulatory +58,2019-06-01,2028-9,cumulus__missing-or-null,ambulatory +58,2019-06-01,17861-6,,ambulatory +58,2019-06-01,17861-6,cumulus__missing-or-null,ambulatory +58,2019-05-01,,Urine smell ammoniacal (finding),ambulatory +58,2019-05-01,,Urine nitrite negative (finding),ambulatory +58,2019-05-01,,Urine leukocyte test negative (finding),ambulatory +58,2019-05-01,,Urine glucose test = ++ (finding),ambulatory +58,2019-05-01,,Urine blood test = negative (finding),ambulatory +58,2019-05-01,,Translucent (qualifier value),ambulatory +58,2019-05-01,,Finding of bilirubin in urine (finding),ambulatory +58,2019-05-01,,Cloudy urine (finding),ambulatory +58,2019-05-01,,Brown color (qualifier value),ambulatory +58,2019-05-01,5804-0,,ambulatory +58,2019-05-01,5804-0,cumulus__missing-or-null,ambulatory +58,2019-05-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2019-05-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2019-05-01,5797-6,,ambulatory +58,2019-05-01,5797-6,cumulus__missing-or-null,ambulatory +58,2019-05-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2019-05-01,5792-7,,ambulatory +58,2019-05-01,5792-7,cumulus__missing-or-null,ambulatory +58,2019-05-01,5778-6,,ambulatory +58,2019-05-01,5778-6,Brown color (qualifier value),ambulatory +58,2019-05-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2019-05-01,5767-9,,ambulatory +58,2019-05-01,5767-9,Cloudy urine (finding),ambulatory +58,2019-05-01,34533-0,,ambulatory +58,2019-05-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2019-05-01,32167-9,,ambulatory +58,2019-05-01,32167-9,Translucent (qualifier value),ambulatory +58,2019-05-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2019-05-01,20505-4,,ambulatory +58,2019-05-01,20505-4,cumulus__missing-or-null,ambulatory +58,2019-04-01,3094-0,,ambulatory +58,2019-04-01,3094-0,cumulus__missing-or-null,ambulatory +58,2019-04-01,2951-2,,ambulatory +58,2019-04-01,2951-2,cumulus__missing-or-null,ambulatory +58,2019-04-01,2823-3,,ambulatory +58,2019-04-01,2823-3,cumulus__missing-or-null,ambulatory +58,2019-04-01,2345-7,,ambulatory +58,2019-04-01,2345-7,cumulus__missing-or-null,ambulatory +58,2019-04-01,2160-0,,ambulatory +58,2019-04-01,2160-0,cumulus__missing-or-null,ambulatory +58,2019-04-01,2075-0,,ambulatory +58,2019-04-01,2075-0,cumulus__missing-or-null,ambulatory +58,2019-04-01,2028-9,,ambulatory +58,2019-04-01,2028-9,cumulus__missing-or-null,ambulatory +58,2019-04-01,17861-6,,ambulatory +58,2019-04-01,17861-6,cumulus__missing-or-null,ambulatory 58,2018-07-01,,Urine smell ammoniacal (finding), 58,2018-07-01,,Urine nitrite negative (finding), 58,2018-07-01,,Urine leukocyte test negative (finding), @@ -3743,57 +13557,88 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 58,2018-07-01,,Finding of bilirubin in urine (finding), 58,2018-07-01,,Cloudy urine (finding), 58,2018-07-01,,Brown color (qualifier value), +58,2018-07-01,6299-2,, +58,2018-07-01,6299-2,cumulus__missing-or-null, +58,2018-07-01,6298-4,, +58,2018-07-01,6298-4,cumulus__missing-or-null, +58,2018-07-01,5811-5,, +58,2018-07-01,5811-5,cumulus__missing-or-null, +58,2018-07-01,5804-0,, +58,2018-07-01,5804-0,cumulus__missing-or-null, +58,2018-07-01,5803-2,, +58,2018-07-01,5803-2,cumulus__missing-or-null, 58,2018-07-01,5802-4,, 58,2018-07-01,5802-4,Urine nitrite negative (finding), 58,2018-07-01,5799-2,, 58,2018-07-01,5799-2,Urine leukocyte test negative (finding), +58,2018-07-01,5797-6,, +58,2018-07-01,5797-6,cumulus__missing-or-null, 58,2018-07-01,5794-3,, 58,2018-07-01,5794-3,Urine blood test = negative (finding), +58,2018-07-01,5792-7,, +58,2018-07-01,5792-7,cumulus__missing-or-null, 58,2018-07-01,5778-6,, 58,2018-07-01,5778-6,Brown color (qualifier value), 58,2018-07-01,5770-3,, 58,2018-07-01,5770-3,Finding of bilirubin in urine (finding), 58,2018-07-01,5767-9,, 58,2018-07-01,5767-9,Cloudy urine (finding), +58,2018-07-01,49765-1,, +58,2018-07-01,49765-1,cumulus__missing-or-null, +58,2018-07-01,38483-4,, +58,2018-07-01,38483-4,cumulus__missing-or-null, 58,2018-07-01,34533-0,, 58,2018-07-01,34533-0,Urine smell ammoniacal (finding), 58,2018-07-01,32167-9,, 58,2018-07-01,32167-9,Translucent (qualifier value), +58,2018-07-01,2947-0,, +58,2018-07-01,2947-0,cumulus__missing-or-null, 58,2018-07-01,25428-4,, 58,2018-07-01,25428-4,Urine glucose test = ++ (finding), 58,2018-07-01,2514-8,, +58,2018-07-01,2339-0,, +58,2018-07-01,2339-0,cumulus__missing-or-null, +58,2018-07-01,2069-3,, +58,2018-07-01,2069-3,cumulus__missing-or-null, +58,2018-07-01,20565-8,, +58,2018-07-01,20565-8,cumulus__missing-or-null, +58,2018-07-01,20505-4,, +58,2018-07-01,20505-4,cumulus__missing-or-null, 58,2018-07-01,20454-5,, -58,2018-05-01,,Urine smell ammoniacal (finding),AMB -58,2018-05-01,,Urine nitrite negative (finding),AMB -58,2018-05-01,,Urine leukocyte test negative (finding),AMB -58,2018-05-01,,Urine glucose test = ++ (finding),AMB -58,2018-05-01,,Urine blood test = negative (finding),AMB -58,2018-05-01,,Translucent (qualifier value),AMB -58,2018-05-01,,Finding of bilirubin in urine (finding),AMB -58,2018-05-01,,Cloudy urine (finding),AMB -58,2018-05-01,,Brown color (qualifier value),AMB -58,2018-05-01,5802-4,,AMB -58,2018-05-01,5802-4,Urine nitrite negative (finding),AMB -58,2018-05-01,5799-2,,AMB -58,2018-05-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2018-05-01,5794-3,,AMB -58,2018-05-01,5794-3,Urine blood test = negative (finding),AMB -58,2018-05-01,5778-6,,AMB -58,2018-05-01,5778-6,Brown color (qualifier value),AMB -58,2018-05-01,5770-3,,AMB -58,2018-05-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2018-05-01,5767-9,,AMB -58,2018-05-01,5767-9,Cloudy urine (finding),AMB -58,2018-05-01,34533-0,,AMB -58,2018-05-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2018-05-01,32167-9,,AMB -58,2018-05-01,32167-9,Translucent (qualifier value),AMB -58,2018-05-01,25428-4,,AMB -58,2018-05-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2018-05-01,2514-8,,AMB -58,2018-05-01,20454-5,,AMB -58,2018-04-01,34533-0,,AMB -58,2018-04-01,34533-0,Urine smell ammoniacal (finding),AMB +58,2018-05-01,,Urine smell ammoniacal (finding),ambulatory +58,2018-05-01,,Urine nitrite negative (finding),ambulatory +58,2018-05-01,,Urine leukocyte test negative (finding),ambulatory +58,2018-05-01,,Urine glucose test = ++ (finding),ambulatory +58,2018-05-01,,Urine blood test = negative (finding),ambulatory +58,2018-05-01,,Translucent (qualifier value),ambulatory +58,2018-05-01,,Finding of bilirubin in urine (finding),ambulatory +58,2018-05-01,,Cloudy urine (finding),ambulatory +58,2018-05-01,,Brown color (qualifier value),ambulatory +58,2018-05-01,5804-0,,ambulatory +58,2018-05-01,5804-0,cumulus__missing-or-null,ambulatory +58,2018-05-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2018-05-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2018-05-01,5797-6,,ambulatory +58,2018-05-01,5797-6,cumulus__missing-or-null,ambulatory +58,2018-05-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2018-05-01,5792-7,,ambulatory +58,2018-05-01,5792-7,cumulus__missing-or-null,ambulatory +58,2018-05-01,5778-6,,ambulatory +58,2018-05-01,5778-6,Brown color (qualifier value),ambulatory +58,2018-05-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2018-05-01,5767-9,,ambulatory +58,2018-05-01,5767-9,Cloudy urine (finding),ambulatory +58,2018-05-01,34533-0,,ambulatory +58,2018-05-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2018-05-01,32167-9,,ambulatory +58,2018-05-01,32167-9,Translucent (qualifier value),ambulatory +58,2018-05-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2018-05-01,20505-4,,ambulatory +58,2018-05-01,20505-4,cumulus__missing-or-null,ambulatory +58,2018-04-01,55758-7,,ambulatory +58,2018-04-01,55758-7,cumulus__missing-or-null,ambulatory +58,2018-04-01,34533-0,,ambulatory +58,2018-04-01,34533-0,Urine smell ammoniacal (finding),ambulatory 58,2018-02-01,,Urine smell ammoniacal (finding), 58,2018-02-01,,Urine nitrite negative (finding), 58,2018-02-01,,Urine leukocyte test negative (finding), @@ -3803,113 +13648,255 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 58,2018-02-01,,Finding of bilirubin in urine (finding), 58,2018-02-01,,Cloudy urine (finding), 58,2018-02-01,,Brown color (qualifier value), +58,2018-02-01,5811-5,, +58,2018-02-01,5811-5,cumulus__missing-or-null, +58,2018-02-01,5804-0,, +58,2018-02-01,5804-0,cumulus__missing-or-null, +58,2018-02-01,5803-2,, +58,2018-02-01,5803-2,cumulus__missing-or-null, 58,2018-02-01,5802-4,, 58,2018-02-01,5802-4,Urine nitrite negative (finding), 58,2018-02-01,5799-2,, 58,2018-02-01,5799-2,Urine leukocyte test negative (finding), +58,2018-02-01,5797-6,, +58,2018-02-01,5797-6,cumulus__missing-or-null, 58,2018-02-01,5794-3,, 58,2018-02-01,5794-3,Urine blood test = negative (finding), +58,2018-02-01,5792-7,, +58,2018-02-01,5792-7,cumulus__missing-or-null, 58,2018-02-01,5778-6,, 58,2018-02-01,5778-6,Brown color (qualifier value), 58,2018-02-01,5770-3,, 58,2018-02-01,5770-3,Finding of bilirubin in urine (finding), -58,2018-02-01,5767-9,, 58,2018-02-01,5767-9,Cloudy urine (finding), 58,2018-02-01,32167-9,, 58,2018-02-01,32167-9,Translucent (qualifier value), 58,2018-02-01,25428-4,, 58,2018-02-01,25428-4,Urine glucose test = ++ (finding), 58,2018-02-01,2514-8,, +58,2018-02-01,20505-4,, +58,2018-02-01,20505-4,cumulus__missing-or-null, 58,2018-02-01,20454-5,, -58,2017-11-01,,Urine smell ammoniacal (finding),AMB -58,2017-11-01,,Urine nitrite negative (finding),AMB -58,2017-11-01,,Urine leukocyte test negative (finding),AMB -58,2017-11-01,,Urine glucose test = ++ (finding),AMB -58,2017-11-01,,Urine blood test = negative (finding),AMB -58,2017-11-01,,Translucent (qualifier value),AMB -58,2017-11-01,,Finding of bilirubin in urine (finding),AMB -58,2017-11-01,,Cloudy urine (finding),AMB -58,2017-11-01,,Brown color (qualifier value),AMB -58,2017-11-01,5802-4,,AMB -58,2017-11-01,5802-4,Urine nitrite negative (finding),AMB -58,2017-11-01,5799-2,,AMB -58,2017-11-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2017-11-01,5794-3,,AMB -58,2017-11-01,5794-3,Urine blood test = negative (finding),AMB -58,2017-11-01,5778-6,,AMB -58,2017-11-01,5778-6,Brown color (qualifier value),AMB -58,2017-11-01,5770-3,,AMB -58,2017-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2017-11-01,5767-9,,AMB -58,2017-11-01,5767-9,Cloudy urine (finding),AMB -58,2017-11-01,34533-0,,AMB -58,2017-11-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2017-11-01,32167-9,,AMB -58,2017-11-01,32167-9,Translucent (qualifier value),AMB -58,2017-11-01,25428-4,,AMB -58,2017-11-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2017-11-01,2514-8,,AMB -58,2017-11-01,20454-5,,AMB -58,2017-05-01,,Urine smell ammoniacal (finding),AMB -58,2017-05-01,,Urine nitrite negative (finding),AMB -58,2017-05-01,,Urine leukocyte test negative (finding),AMB -58,2017-05-01,,Urine glucose test = ++ (finding),AMB -58,2017-05-01,,Urine blood test = negative (finding),AMB -58,2017-05-01,,Translucent (qualifier value),AMB -58,2017-05-01,,Finding of bilirubin in urine (finding),AMB -58,2017-05-01,,Cloudy urine (finding),AMB -58,2017-05-01,,Brown color (qualifier value),AMB -58,2017-05-01,5802-4,,AMB -58,2017-05-01,5802-4,Urine nitrite negative (finding),AMB -58,2017-05-01,5799-2,,AMB -58,2017-05-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2017-05-01,5794-3,,AMB -58,2017-05-01,5794-3,Urine blood test = negative (finding),AMB -58,2017-05-01,5778-6,,AMB -58,2017-05-01,5778-6,Brown color (qualifier value),AMB -58,2017-05-01,5770-3,,AMB -58,2017-05-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2017-05-01,5767-9,,AMB -58,2017-05-01,5767-9,Cloudy urine (finding),AMB -58,2017-05-01,34533-0,,AMB -58,2017-05-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2017-05-01,32167-9,,AMB -58,2017-05-01,32167-9,Translucent (qualifier value),AMB -58,2017-05-01,25428-4,,AMB -58,2017-05-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2017-05-01,2514-8,,AMB -58,2017-05-01,20454-5,,AMB -58,2016-10-01,34533-0,,AMB -58,2016-10-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2016-08-01,,Urine smell ammoniacal (finding),AMB -58,2016-08-01,,Urine nitrite negative (finding),AMB -58,2016-08-01,,Urine leukocyte test negative (finding),AMB -58,2016-08-01,,Urine glucose test = ++ (finding),AMB -58,2016-08-01,,Urine blood test = negative (finding),AMB -58,2016-08-01,,Translucent (qualifier value),AMB -58,2016-08-01,,Finding of bilirubin in urine (finding),AMB -58,2016-08-01,,Cloudy urine (finding),AMB -58,2016-08-01,,Brown color (qualifier value),AMB -58,2016-08-01,5802-4,,AMB -58,2016-08-01,5802-4,Urine nitrite negative (finding),AMB -58,2016-08-01,5799-2,,AMB -58,2016-08-01,5799-2,Urine leukocyte test negative (finding),AMB -58,2016-08-01,5794-3,,AMB -58,2016-08-01,5794-3,Urine blood test = negative (finding),AMB -58,2016-08-01,5778-6,,AMB -58,2016-08-01,5778-6,Brown color (qualifier value),AMB -58,2016-08-01,5770-3,,AMB -58,2016-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -58,2016-08-01,5767-9,,AMB -58,2016-08-01,5767-9,Cloudy urine (finding),AMB -58,2016-08-01,34533-0,,AMB -58,2016-08-01,34533-0,Urine smell ammoniacal (finding),AMB -58,2016-08-01,32167-9,,AMB -58,2016-08-01,32167-9,Translucent (qualifier value),AMB -58,2016-08-01,25428-4,,AMB -58,2016-08-01,25428-4,Urine glucose test = ++ (finding),AMB -58,2016-08-01,2514-8,,AMB -58,2016-08-01,20454-5,,AMB +58,2018-01-01,3094-0,, +58,2018-01-01,3094-0,cumulus__missing-or-null, +58,2018-01-01,2951-2,, +58,2018-01-01,2951-2,cumulus__missing-or-null, +58,2018-01-01,2823-3,, +58,2018-01-01,2823-3,cumulus__missing-or-null, +58,2018-01-01,2345-7,, +58,2018-01-01,2345-7,cumulus__missing-or-null, +58,2018-01-01,2160-0,, +58,2018-01-01,2160-0,cumulus__missing-or-null, +58,2018-01-01,2075-0,, +58,2018-01-01,2075-0,cumulus__missing-or-null, +58,2018-01-01,2028-9,, +58,2018-01-01,2028-9,cumulus__missing-or-null, +58,2018-01-01,17861-6,, +58,2018-01-01,17861-6,cumulus__missing-or-null, +58,2017-11-01,,Urine smell ammoniacal (finding),ambulatory +58,2017-11-01,,Urine nitrite negative (finding),ambulatory +58,2017-11-01,,Urine leukocyte test negative (finding),ambulatory +58,2017-11-01,,Urine glucose test = ++ (finding),ambulatory +58,2017-11-01,,Urine blood test = negative (finding),ambulatory +58,2017-11-01,,Translucent (qualifier value),ambulatory +58,2017-11-01,,Finding of bilirubin in urine (finding),ambulatory +58,2017-11-01,,Cloudy urine (finding),ambulatory +58,2017-11-01,,Brown color (qualifier value),ambulatory +58,2017-11-01,5811-5,,ambulatory +58,2017-11-01,5811-5,cumulus__missing-or-null,ambulatory +58,2017-11-01,5804-0,,ambulatory +58,2017-11-01,5804-0,cumulus__missing-or-null,ambulatory +58,2017-11-01,5803-2,,ambulatory +58,2017-11-01,5803-2,cumulus__missing-or-null,ambulatory +58,2017-11-01,5802-4,,ambulatory +58,2017-11-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2017-11-01,5799-2,,ambulatory +58,2017-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2017-11-01,5797-6,,ambulatory +58,2017-11-01,5797-6,cumulus__missing-or-null,ambulatory +58,2017-11-01,5794-3,,ambulatory +58,2017-11-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2017-11-01,5792-7,,ambulatory +58,2017-11-01,5792-7,cumulus__missing-or-null,ambulatory +58,2017-11-01,5778-6,,ambulatory +58,2017-11-01,5778-6,Brown color (qualifier value),ambulatory +58,2017-11-01,5770-3,,ambulatory +58,2017-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2017-11-01,5767-9,,ambulatory +58,2017-11-01,5767-9,Cloudy urine (finding),ambulatory +58,2017-11-01,55758-7,, +58,2017-11-01,55758-7,cumulus__missing-or-null, +58,2017-11-01,34533-0,,ambulatory +58,2017-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2017-11-01,32167-9,,ambulatory +58,2017-11-01,32167-9,Translucent (qualifier value),ambulatory +58,2017-11-01,25428-4,,ambulatory +58,2017-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2017-11-01,2514-8,,ambulatory +58,2017-11-01,20505-4,,ambulatory +58,2017-11-01,20505-4,cumulus__missing-or-null,ambulatory +58,2017-11-01,20454-5,,ambulatory +58,2017-09-01,5767-9,, +58,2017-06-01,6299-2,, +58,2017-06-01,6299-2,cumulus__missing-or-null, +58,2017-06-01,6298-4,, +58,2017-06-01,6298-4,cumulus__missing-or-null, +58,2017-06-01,49765-1,, +58,2017-06-01,49765-1,cumulus__missing-or-null, +58,2017-06-01,38483-4,, +58,2017-06-01,38483-4,cumulus__missing-or-null, +58,2017-06-01,2947-0,, +58,2017-06-01,2947-0,cumulus__missing-or-null, +58,2017-06-01,2339-0,, +58,2017-06-01,2339-0,cumulus__missing-or-null, +58,2017-06-01,2069-3,, +58,2017-06-01,2069-3,cumulus__missing-or-null, +58,2017-06-01,20565-8,, +58,2017-06-01,20565-8,cumulus__missing-or-null, +58,2017-05-01,,Urine smell ammoniacal (finding),ambulatory +58,2017-05-01,,Urine nitrite negative (finding),ambulatory +58,2017-05-01,,Urine leukocyte test negative (finding),ambulatory +58,2017-05-01,,Urine glucose test = ++ (finding),ambulatory +58,2017-05-01,,Urine blood test = negative (finding),ambulatory +58,2017-05-01,,Translucent (qualifier value),ambulatory +58,2017-05-01,,Finding of bilirubin in urine (finding),ambulatory +58,2017-05-01,,Cloudy urine (finding),ambulatory +58,2017-05-01,,Brown color (qualifier value),ambulatory +58,2017-05-01,5811-5,,ambulatory +58,2017-05-01,5811-5,cumulus__missing-or-null,ambulatory +58,2017-05-01,5804-0,,ambulatory +58,2017-05-01,5804-0,cumulus__missing-or-null,ambulatory +58,2017-05-01,5803-2,,ambulatory +58,2017-05-01,5803-2,cumulus__missing-or-null,ambulatory +58,2017-05-01,5802-4,,ambulatory +58,2017-05-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2017-05-01,5799-2,,ambulatory +58,2017-05-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2017-05-01,5797-6,,ambulatory +58,2017-05-01,5797-6,cumulus__missing-or-null,ambulatory +58,2017-05-01,5794-3,,ambulatory +58,2017-05-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2017-05-01,5792-7,,ambulatory +58,2017-05-01,5792-7,cumulus__missing-or-null,ambulatory +58,2017-05-01,5778-6,,ambulatory +58,2017-05-01,5778-6,Brown color (qualifier value),ambulatory +58,2017-05-01,5770-3,,ambulatory +58,2017-05-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2017-05-01,5767-9,,ambulatory +58,2017-05-01,5767-9,Cloudy urine (finding),ambulatory +58,2017-05-01,34533-0,,ambulatory +58,2017-05-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2017-05-01,32167-9,,ambulatory +58,2017-05-01,32167-9,Translucent (qualifier value),ambulatory +58,2017-05-01,25428-4,,ambulatory +58,2017-05-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2017-05-01,2514-8,,ambulatory +58,2017-05-01,20505-4,,ambulatory +58,2017-05-01,20505-4,cumulus__missing-or-null,ambulatory +58,2017-05-01,20454-5,,ambulatory +58,2017-02-01,4548-4,,ambulatory +58,2017-02-01,4548-4,cumulus__missing-or-null,ambulatory +58,2016-10-01,34533-0,,ambulatory +58,2016-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2016-09-01,3094-0,, +58,2016-09-01,3094-0,cumulus__missing-or-null, +58,2016-09-01,2951-2,, +58,2016-09-01,2951-2,cumulus__missing-or-null, +58,2016-09-01,2823-3,, +58,2016-09-01,2823-3,cumulus__missing-or-null, +58,2016-09-01,2345-7,, +58,2016-09-01,2345-7,cumulus__missing-or-null, +58,2016-09-01,2160-0,, +58,2016-09-01,2160-0,cumulus__missing-or-null, +58,2016-09-01,2075-0,, +58,2016-09-01,2075-0,cumulus__missing-or-null, +58,2016-09-01,2028-9,, +58,2016-09-01,2028-9,cumulus__missing-or-null, +58,2016-09-01,17861-6,, +58,2016-09-01,17861-6,cumulus__missing-or-null, +58,2016-08-01,,Urine smell ammoniacal (finding),ambulatory +58,2016-08-01,,Urine nitrite negative (finding),ambulatory +58,2016-08-01,,Urine leukocyte test negative (finding),ambulatory +58,2016-08-01,,Urine glucose test = ++ (finding),ambulatory +58,2016-08-01,,Urine blood test = negative (finding),ambulatory +58,2016-08-01,,Translucent (qualifier value),ambulatory +58,2016-08-01,,Finding of bilirubin in urine (finding),ambulatory +58,2016-08-01,,Cloudy urine (finding),ambulatory +58,2016-08-01,,Brown color (qualifier value),ambulatory +58,2016-08-01,6299-2,,ambulatory +58,2016-08-01,6299-2,cumulus__missing-or-null,ambulatory +58,2016-08-01,6298-4,,ambulatory +58,2016-08-01,6298-4,cumulus__missing-or-null,ambulatory +58,2016-08-01,5811-5,,ambulatory +58,2016-08-01,5811-5,cumulus__missing-or-null,ambulatory +58,2016-08-01,5804-0,,ambulatory +58,2016-08-01,5804-0,cumulus__missing-or-null,ambulatory +58,2016-08-01,5803-2,,ambulatory +58,2016-08-01,5803-2,cumulus__missing-or-null,ambulatory +58,2016-08-01,5802-4,,ambulatory +58,2016-08-01,5802-4,Urine nitrite negative (finding),ambulatory +58,2016-08-01,5799-2,,ambulatory +58,2016-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +58,2016-08-01,5797-6,,ambulatory +58,2016-08-01,5797-6,cumulus__missing-or-null,ambulatory +58,2016-08-01,5794-3,,ambulatory +58,2016-08-01,5794-3,Urine blood test = negative (finding),ambulatory +58,2016-08-01,5792-7,,ambulatory +58,2016-08-01,5792-7,cumulus__missing-or-null,ambulatory +58,2016-08-01,5778-6,,ambulatory +58,2016-08-01,5778-6,Brown color (qualifier value),ambulatory +58,2016-08-01,5770-3,,ambulatory +58,2016-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +58,2016-08-01,5767-9,,ambulatory +58,2016-08-01,5767-9,Cloudy urine (finding),ambulatory +58,2016-08-01,55758-7,,ambulatory +58,2016-08-01,55758-7,cumulus__missing-or-null,ambulatory +58,2016-08-01,49765-1,,ambulatory +58,2016-08-01,49765-1,cumulus__missing-or-null,ambulatory +58,2016-08-01,38483-4,,ambulatory +58,2016-08-01,38483-4,cumulus__missing-or-null,ambulatory +58,2016-08-01,34533-0,,ambulatory +58,2016-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +58,2016-08-01,32167-9,,ambulatory +58,2016-08-01,32167-9,Translucent (qualifier value),ambulatory +58,2016-08-01,3094-0,, +58,2016-08-01,3094-0,cumulus__missing-or-null, +58,2016-08-01,2951-2,, +58,2016-08-01,2951-2,cumulus__missing-or-null, +58,2016-08-01,2947-0,,ambulatory +58,2016-08-01,2947-0,cumulus__missing-or-null,ambulatory +58,2016-08-01,2823-3,, +58,2016-08-01,2823-3,cumulus__missing-or-null, +58,2016-08-01,25428-4,,ambulatory +58,2016-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +58,2016-08-01,2514-8,,ambulatory +58,2016-08-01,2345-7,, +58,2016-08-01,2345-7,cumulus__missing-or-null, +58,2016-08-01,2339-0,,ambulatory +58,2016-08-01,2339-0,cumulus__missing-or-null,ambulatory +58,2016-08-01,2160-0,, +58,2016-08-01,2160-0,cumulus__missing-or-null, +58,2016-08-01,2075-0,, +58,2016-08-01,2075-0,cumulus__missing-or-null, +58,2016-08-01,2069-3,,ambulatory +58,2016-08-01,2069-3,cumulus__missing-or-null,ambulatory +58,2016-08-01,20565-8,,ambulatory +58,2016-08-01,20565-8,cumulus__missing-or-null,ambulatory +58,2016-08-01,20505-4,,ambulatory +58,2016-08-01,20505-4,cumulus__missing-or-null,ambulatory +58,2016-08-01,20454-5,,ambulatory +58,2016-08-01,2028-9,, +58,2016-08-01,2028-9,cumulus__missing-or-null, +58,2016-08-01,17861-6,, +58,2016-08-01,17861-6,cumulus__missing-or-null, +58,2016-07-01,4548-4,,ambulatory +58,2016-07-01,4548-4,cumulus__missing-or-null,ambulatory +57,,32623-1,,inpatient encounter +57,,32623-1,cumulus__missing-or-null,inpatient encounter +57,,32207-3,,inpatient encounter +57,,32207-3,cumulus__missing-or-null,inpatient encounter +57,,21000-5,,inpatient encounter +57,,21000-5,cumulus__missing-or-null,inpatient encounter 57,2022-08-01,,Urine smell ammoniacal (finding), 57,2022-08-01,,Urine nitrite negative (finding), 57,2022-08-01,,Urine leukocyte test negative (finding), @@ -3919,75 +13906,348 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 57,2022-08-01,,Finding of bilirubin in urine (finding), 57,2022-08-01,,Cloudy urine (finding), 57,2022-08-01,,Brown color (qualifier value), +57,2022-08-01,5811-5,, +57,2022-08-01,5811-5,cumulus__missing-or-null, +57,2022-08-01,5804-0,, +57,2022-08-01,5804-0,cumulus__missing-or-null, +57,2022-08-01,5803-2,, +57,2022-08-01,5803-2,cumulus__missing-or-null, 57,2022-08-01,5802-4,, 57,2022-08-01,5802-4,Urine nitrite negative (finding), 57,2022-08-01,5799-2,, 57,2022-08-01,5799-2,Urine leukocyte test negative (finding), +57,2022-08-01,5797-6,, +57,2022-08-01,5797-6,cumulus__missing-or-null, 57,2022-08-01,5794-3,, 57,2022-08-01,5794-3,Urine blood test = negative (finding), +57,2022-08-01,5792-7,, +57,2022-08-01,5792-7,cumulus__missing-or-null, 57,2022-08-01,5778-6,, 57,2022-08-01,5778-6,Brown color (qualifier value), 57,2022-08-01,5770-3,, 57,2022-08-01,5770-3,Finding of bilirubin in urine (finding), -57,2022-08-01,5767-9,, 57,2022-08-01,5767-9,Cloudy urine (finding), 57,2022-08-01,32167-9,, 57,2022-08-01,32167-9,Translucent (qualifier value), 57,2022-08-01,25428-4,, 57,2022-08-01,25428-4,Urine glucose test = ++ (finding), 57,2022-08-01,2514-8,, +57,2022-08-01,20505-4,, +57,2022-08-01,20505-4,cumulus__missing-or-null, 57,2022-08-01,20454-5,, -57,2022-04-01,,Urine smell ammoniacal (finding),AMB -57,2022-04-01,,Urine nitrite negative (finding),AMB -57,2022-04-01,,Urine leukocyte test negative (finding),AMB -57,2022-04-01,,Urine glucose test = ++ (finding),AMB -57,2022-04-01,,Urine blood test = negative (finding),AMB -57,2022-04-01,,Translucent (qualifier value),AMB -57,2022-04-01,,Finding of bilirubin in urine (finding),AMB -57,2022-04-01,,Cloudy urine (finding),AMB -57,2022-04-01,,Brown color (qualifier value),AMB -57,2022-04-01,5802-4,,AMB -57,2022-04-01,5802-4,Urine nitrite negative (finding),AMB -57,2022-04-01,5799-2,,AMB -57,2022-04-01,5799-2,Urine leukocyte test negative (finding),AMB -57,2022-04-01,5794-3,,AMB -57,2022-04-01,5794-3,Urine blood test = negative (finding),AMB -57,2022-04-01,5778-6,,AMB -57,2022-04-01,5778-6,Brown color (qualifier value),AMB -57,2022-04-01,5770-3,,AMB -57,2022-04-01,5770-3,Finding of bilirubin in urine (finding),AMB -57,2022-04-01,5767-9,,AMB -57,2022-04-01,5767-9,Cloudy urine (finding),AMB -57,2022-04-01,34533-0,,AMB -57,2022-04-01,34533-0,Urine smell ammoniacal (finding),AMB -57,2022-04-01,32167-9,,AMB -57,2022-04-01,32167-9,Translucent (qualifier value),AMB -57,2022-04-01,25428-4,,AMB -57,2022-04-01,25428-4,Urine glucose test = ++ (finding),AMB -57,2022-04-01,2514-8,,AMB -57,2022-04-01,20454-5,,AMB -57,2020-04-01,,Cloudy urine (finding),AMB -57,2020-01-01,,Urine nitrite negative (finding),AMB -57,2020-01-01,,Urine leukocyte test negative (finding),AMB -57,2020-01-01,,Urine glucose test = ++ (finding),AMB -57,2020-01-01,,Finding of bilirubin in urine (finding),AMB -57,2020-01-01,5802-4,,AMB -57,2020-01-01,5802-4,Urine nitrite negative (finding),AMB -57,2020-01-01,5799-2,,AMB -57,2020-01-01,5799-2,Urine leukocyte test negative (finding),AMB -57,2020-01-01,5794-3,,AMB -57,2020-01-01,5778-6,,AMB -57,2020-01-01,5770-3,,AMB -57,2020-01-01,5770-3,Finding of bilirubin in urine (finding),AMB -57,2020-01-01,5767-9,,AMB -57,2020-01-01,5767-9,Cloudy urine (finding),AMB -57,2020-01-01,32167-9,,AMB -57,2020-01-01,25428-4,,AMB -57,2020-01-01,25428-4,Urine glucose test = ++ (finding),AMB -57,2020-01-01,2514-8,,AMB -57,2020-01-01,20454-5,,AMB +57,2022-07-01,3094-0,, +57,2022-07-01,3094-0,cumulus__missing-or-null, +57,2022-07-01,2951-2,, +57,2022-07-01,2951-2,cumulus__missing-or-null, +57,2022-07-01,2823-3,, +57,2022-07-01,2823-3,cumulus__missing-or-null, +57,2022-07-01,2345-7,, +57,2022-07-01,2345-7,cumulus__missing-or-null, +57,2022-07-01,2160-0,, +57,2022-07-01,2160-0,cumulus__missing-or-null, +57,2022-07-01,2075-0,, +57,2022-07-01,2075-0,cumulus__missing-or-null, +57,2022-07-01,2028-9,, +57,2022-07-01,2028-9,cumulus__missing-or-null, +57,2022-07-01,17861-6,, +57,2022-07-01,17861-6,cumulus__missing-or-null, +57,2022-06-01,3094-0,, +57,2022-06-01,3094-0,cumulus__missing-or-null, +57,2022-06-01,2951-2,, +57,2022-06-01,2951-2,cumulus__missing-or-null, +57,2022-06-01,2823-3,, +57,2022-06-01,2823-3,cumulus__missing-or-null, +57,2022-06-01,2345-7,, +57,2022-06-01,2345-7,cumulus__missing-or-null, +57,2022-06-01,2160-0,, +57,2022-06-01,2160-0,cumulus__missing-or-null, +57,2022-06-01,2075-0,, +57,2022-06-01,2075-0,cumulus__missing-or-null, +57,2022-06-01,2028-9,, +57,2022-06-01,2028-9,cumulus__missing-or-null, +57,2022-06-01,17861-6,, +57,2022-06-01,17861-6,cumulus__missing-or-null, +57,2022-04-01,,Urine smell ammoniacal (finding),ambulatory +57,2022-04-01,,Urine nitrite negative (finding),ambulatory +57,2022-04-01,,Urine leukocyte test negative (finding),ambulatory +57,2022-04-01,,Urine glucose test = ++ (finding),ambulatory +57,2022-04-01,,Urine blood test = negative (finding),ambulatory +57,2022-04-01,,Translucent (qualifier value),ambulatory +57,2022-04-01,,Finding of bilirubin in urine (finding),ambulatory +57,2022-04-01,,Cloudy urine (finding),ambulatory +57,2022-04-01,,Brown color (qualifier value),ambulatory +57,2022-04-01,5804-0,,ambulatory +57,2022-04-01,5804-0,cumulus__missing-or-null,ambulatory +57,2022-04-01,5802-4,Urine nitrite negative (finding),ambulatory +57,2022-04-01,5799-2,Urine leukocyte test negative (finding),ambulatory +57,2022-04-01,5797-6,,ambulatory +57,2022-04-01,5797-6,cumulus__missing-or-null,ambulatory +57,2022-04-01,5794-3,Urine blood test = negative (finding),ambulatory +57,2022-04-01,5792-7,,ambulatory +57,2022-04-01,5792-7,cumulus__missing-or-null,ambulatory +57,2022-04-01,5778-6,,ambulatory +57,2022-04-01,5778-6,Brown color (qualifier value),ambulatory +57,2022-04-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +57,2022-04-01,5767-9,,ambulatory +57,2022-04-01,5767-9,Cloudy urine (finding),ambulatory +57,2022-04-01,34533-0,,ambulatory +57,2022-04-01,34533-0,Urine smell ammoniacal (finding),ambulatory +57,2022-04-01,32167-9,,ambulatory +57,2022-04-01,32167-9,Translucent (qualifier value),ambulatory +57,2022-04-01,25428-4,Urine glucose test = ++ (finding),ambulatory +57,2022-04-01,20505-4,,ambulatory +57,2022-04-01,20505-4,cumulus__missing-or-null,ambulatory +57,2022-01-01,5811-5,, +57,2022-01-01,5811-5,,ambulatory +57,2022-01-01,5811-5,cumulus__missing-or-null, +57,2022-01-01,5811-5,cumulus__missing-or-null,ambulatory +57,2022-01-01,5803-2,, +57,2022-01-01,5803-2,,ambulatory +57,2022-01-01,5803-2,cumulus__missing-or-null, +57,2022-01-01,5803-2,cumulus__missing-or-null,ambulatory +57,2022-01-01,5802-4,, +57,2022-01-01,5802-4,,ambulatory +57,2022-01-01,5799-2,, +57,2022-01-01,5799-2,,ambulatory +57,2022-01-01,5794-3,, +57,2022-01-01,5794-3,,ambulatory +57,2022-01-01,5770-3,, +57,2022-01-01,5770-3,,ambulatory +57,2022-01-01,25428-4,, +57,2022-01-01,25428-4,,ambulatory +57,2022-01-01,2514-8,, +57,2022-01-01,2514-8,,ambulatory +57,2022-01-01,20454-5,, +57,2022-01-01,20454-5,,ambulatory +57,2021-07-01,70274-6,, +57,2021-07-01,70274-6,cumulus__missing-or-null, +57,2021-06-01,70274-6,, +57,2021-06-01,70274-6,cumulus__missing-or-null, +57,2021-04-01,3094-0,,ambulatory +57,2021-04-01,3094-0,cumulus__missing-or-null,ambulatory +57,2021-04-01,2951-2,,ambulatory +57,2021-04-01,2951-2,cumulus__missing-or-null,ambulatory +57,2021-04-01,2823-3,,ambulatory +57,2021-04-01,2823-3,cumulus__missing-or-null,ambulatory +57,2021-04-01,2345-7,,ambulatory +57,2021-04-01,2345-7,cumulus__missing-or-null,ambulatory +57,2021-04-01,2160-0,,ambulatory +57,2021-04-01,2160-0,cumulus__missing-or-null,ambulatory +57,2021-04-01,2075-0,,ambulatory +57,2021-04-01,2075-0,cumulus__missing-or-null,ambulatory +57,2021-04-01,2028-9,,ambulatory +57,2021-04-01,2028-9,cumulus__missing-or-null,ambulatory +57,2021-04-01,17861-6,,ambulatory +57,2021-04-01,17861-6,cumulus__missing-or-null,ambulatory +57,2021-02-01,3094-0,,ambulatory +57,2021-02-01,3094-0,cumulus__missing-or-null,ambulatory +57,2021-02-01,2951-2,,ambulatory +57,2021-02-01,2951-2,cumulus__missing-or-null,ambulatory +57,2021-02-01,2823-3,,ambulatory +57,2021-02-01,2823-3,cumulus__missing-or-null,ambulatory +57,2021-02-01,2345-7,,ambulatory +57,2021-02-01,2345-7,cumulus__missing-or-null,ambulatory +57,2021-02-01,2160-0,,ambulatory +57,2021-02-01,2160-0,cumulus__missing-or-null,ambulatory +57,2021-02-01,2075-0,,ambulatory +57,2021-02-01,2075-0,cumulus__missing-or-null,ambulatory +57,2021-02-01,2028-9,,ambulatory +57,2021-02-01,2028-9,cumulus__missing-or-null,ambulatory +57,2021-02-01,17861-6,,ambulatory +57,2021-02-01,17861-6,cumulus__missing-or-null,ambulatory +57,2020-11-01,5767-9,, +57,2020-10-01,3094-0,,ambulatory +57,2020-10-01,3094-0,cumulus__missing-or-null,ambulatory +57,2020-10-01,2951-2,,ambulatory +57,2020-10-01,2951-2,cumulus__missing-or-null,ambulatory +57,2020-10-01,2823-3,,ambulatory +57,2020-10-01,2823-3,cumulus__missing-or-null,ambulatory +57,2020-10-01,2345-7,,ambulatory +57,2020-10-01,2345-7,cumulus__missing-or-null,ambulatory +57,2020-10-01,2160-0,,ambulatory +57,2020-10-01,2160-0,cumulus__missing-or-null,ambulatory +57,2020-10-01,2075-0,,ambulatory +57,2020-10-01,2075-0,cumulus__missing-or-null,ambulatory +57,2020-10-01,2028-9,,ambulatory +57,2020-10-01,2028-9,cumulus__missing-or-null,ambulatory +57,2020-10-01,17861-6,,ambulatory +57,2020-10-01,17861-6,cumulus__missing-or-null,ambulatory +57,2020-07-01,5811-5,, +57,2020-07-01,5811-5,cumulus__missing-or-null, +57,2020-07-01,5803-2,, +57,2020-07-01,5803-2,cumulus__missing-or-null, +57,2020-07-01,5802-4,, +57,2020-07-01,5799-2,, +57,2020-07-01,5794-3,, +57,2020-07-01,5770-3,, +57,2020-07-01,25428-4,, +57,2020-07-01,2514-8,, +57,2020-07-01,20454-5,, +57,2020-05-01,3094-0,,ambulatory +57,2020-05-01,3094-0,cumulus__missing-or-null,ambulatory +57,2020-05-01,2951-2,,ambulatory +57,2020-05-01,2951-2,cumulus__missing-or-null,ambulatory +57,2020-05-01,2823-3,,ambulatory +57,2020-05-01,2823-3,cumulus__missing-or-null,ambulatory +57,2020-05-01,2345-7,,ambulatory +57,2020-05-01,2345-7,cumulus__missing-or-null,ambulatory +57,2020-05-01,2160-0,,ambulatory +57,2020-05-01,2160-0,cumulus__missing-or-null,ambulatory +57,2020-05-01,2075-0,,ambulatory +57,2020-05-01,2075-0,cumulus__missing-or-null,ambulatory +57,2020-05-01,2028-9,,ambulatory +57,2020-05-01,2028-9,cumulus__missing-or-null,ambulatory +57,2020-05-01,17861-6,,ambulatory +57,2020-05-01,17861-6,cumulus__missing-or-null,ambulatory +57,2020-04-01,,Cloudy urine (finding),ambulatory +57,2020-04-01,4548-4,,ambulatory +57,2020-04-01,4548-4,cumulus__missing-or-null,ambulatory +57,2020-01-01,,Urine nitrite negative (finding),ambulatory +57,2020-01-01,,Urine leukocyte test negative (finding),ambulatory +57,2020-01-01,,Urine glucose test = ++ (finding),ambulatory +57,2020-01-01,,Finding of bilirubin in urine (finding),ambulatory +57,2020-01-01,5811-5,,ambulatory +57,2020-01-01,5811-5,cumulus__missing-or-null,ambulatory +57,2020-01-01,5804-0,,ambulatory +57,2020-01-01,5804-0,cumulus__missing-or-null,ambulatory +57,2020-01-01,5803-2,,ambulatory +57,2020-01-01,5803-2,cumulus__missing-or-null,ambulatory +57,2020-01-01,5802-4,,ambulatory +57,2020-01-01,5802-4,Urine nitrite negative (finding),ambulatory +57,2020-01-01,5799-2,,ambulatory +57,2020-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +57,2020-01-01,5797-6,,ambulatory +57,2020-01-01,5797-6,cumulus__missing-or-null,ambulatory +57,2020-01-01,5794-3,,ambulatory +57,2020-01-01,5792-7,,ambulatory +57,2020-01-01,5792-7,cumulus__missing-or-null,ambulatory +57,2020-01-01,5778-6,,ambulatory +57,2020-01-01,5770-3,,ambulatory +57,2020-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +57,2020-01-01,5767-9,Cloudy urine (finding),ambulatory +57,2020-01-01,32167-9,,ambulatory +57,2020-01-01,25428-4,,ambulatory +57,2020-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +57,2020-01-01,2514-8,,ambulatory +57,2020-01-01,20505-4,,ambulatory +57,2020-01-01,20505-4,cumulus__missing-or-null,ambulatory +57,2020-01-01,20454-5,,ambulatory +57,2019-10-01,3094-0,, +57,2019-10-01,3094-0,cumulus__missing-or-null, +57,2019-10-01,2951-2,, +57,2019-10-01,2951-2,cumulus__missing-or-null, +57,2019-10-01,2823-3,, +57,2019-10-01,2823-3,cumulus__missing-or-null, +57,2019-10-01,2345-7,, +57,2019-10-01,2345-7,cumulus__missing-or-null, +57,2019-10-01,2160-0,, +57,2019-10-01,2160-0,cumulus__missing-or-null, +57,2019-10-01,2075-0,, +57,2019-10-01,2075-0,cumulus__missing-or-null, +57,2019-10-01,2028-9,, +57,2019-10-01,2028-9,cumulus__missing-or-null, +57,2019-10-01,17861-6,, +57,2019-10-01,17861-6,cumulus__missing-or-null, +57,2018-10-01,3094-0,,ambulatory +57,2018-10-01,3094-0,cumulus__missing-or-null,ambulatory +57,2018-10-01,2951-2,,ambulatory +57,2018-10-01,2951-2,cumulus__missing-or-null,ambulatory +57,2018-10-01,2823-3,,ambulatory +57,2018-10-01,2823-3,cumulus__missing-or-null,ambulatory +57,2018-10-01,2345-7,,ambulatory +57,2018-10-01,2345-7,cumulus__missing-or-null,ambulatory +57,2018-10-01,2160-0,,ambulatory +57,2018-10-01,2160-0,cumulus__missing-or-null,ambulatory +57,2018-10-01,2075-0,,ambulatory +57,2018-10-01,2075-0,cumulus__missing-or-null,ambulatory +57,2018-10-01,2028-9,,ambulatory +57,2018-10-01,2028-9,cumulus__missing-or-null,ambulatory +57,2018-10-01,17861-6,,ambulatory +57,2018-10-01,17861-6,cumulus__missing-or-null,ambulatory +57,2018-07-01,6299-2,,ambulatory +57,2018-07-01,6299-2,cumulus__missing-or-null,ambulatory +57,2018-07-01,6298-4,,ambulatory +57,2018-07-01,6298-4,cumulus__missing-or-null,ambulatory +57,2018-07-01,49765-1,,ambulatory +57,2018-07-01,49765-1,cumulus__missing-or-null,ambulatory +57,2018-07-01,38483-4,,ambulatory +57,2018-07-01,38483-4,cumulus__missing-or-null,ambulatory +57,2018-07-01,3094-0,, +57,2018-07-01,3094-0,cumulus__missing-or-null, +57,2018-07-01,2951-2,, +57,2018-07-01,2951-2,cumulus__missing-or-null, +57,2018-07-01,2947-0,,ambulatory +57,2018-07-01,2947-0,cumulus__missing-or-null,ambulatory +57,2018-07-01,2823-3,, +57,2018-07-01,2823-3,cumulus__missing-or-null, +57,2018-07-01,2345-7,, +57,2018-07-01,2345-7,cumulus__missing-or-null, +57,2018-07-01,2339-0,,ambulatory +57,2018-07-01,2339-0,cumulus__missing-or-null,ambulatory +57,2018-07-01,2160-0,, +57,2018-07-01,2160-0,cumulus__missing-or-null, +57,2018-07-01,2075-0,, +57,2018-07-01,2075-0,cumulus__missing-or-null, +57,2018-07-01,2069-3,,ambulatory +57,2018-07-01,2069-3,cumulus__missing-or-null,ambulatory +57,2018-07-01,20565-8,,ambulatory +57,2018-07-01,20565-8,cumulus__missing-or-null,ambulatory +57,2018-07-01,2028-9,, +57,2018-07-01,2028-9,cumulus__missing-or-null, +57,2018-07-01,17861-6,, +57,2018-07-01,17861-6,cumulus__missing-or-null, +57,2018-06-01,55758-7,,ambulatory +57,2018-06-01,55758-7,cumulus__missing-or-null,ambulatory +57,2018-03-01,3094-0,,ambulatory +57,2018-03-01,3094-0,cumulus__missing-or-null,ambulatory +57,2018-03-01,2951-2,,ambulatory +57,2018-03-01,2951-2,cumulus__missing-or-null,ambulatory +57,2018-03-01,2823-3,,ambulatory +57,2018-03-01,2823-3,cumulus__missing-or-null,ambulatory +57,2018-03-01,2345-7,,ambulatory +57,2018-03-01,2345-7,cumulus__missing-or-null,ambulatory +57,2018-03-01,2160-0,,ambulatory +57,2018-03-01,2160-0,cumulus__missing-or-null,ambulatory +57,2018-03-01,2075-0,,ambulatory +57,2018-03-01,2075-0,cumulus__missing-or-null,ambulatory +57,2018-03-01,2028-9,,ambulatory +57,2018-03-01,2028-9,cumulus__missing-or-null,ambulatory +57,2018-03-01,17861-6,,ambulatory +57,2018-03-01,17861-6,cumulus__missing-or-null,ambulatory 57,2018-02-01,34533-0,, 57,2018-02-01,34533-0,Urine smell ammoniacal (finding), +57,2017-11-01,3094-0,, +57,2017-11-01,3094-0,cumulus__missing-or-null, +57,2017-11-01,2951-2,, +57,2017-11-01,2951-2,cumulus__missing-or-null, +57,2017-11-01,2823-3,, +57,2017-11-01,2823-3,cumulus__missing-or-null, +57,2017-11-01,2345-7,, +57,2017-11-01,2345-7,cumulus__missing-or-null, +57,2017-11-01,2160-0,, +57,2017-11-01,2160-0,cumulus__missing-or-null, +57,2017-11-01,2075-0,, +57,2017-11-01,2075-0,cumulus__missing-or-null, +57,2017-11-01,2028-9,, +57,2017-11-01,2028-9,cumulus__missing-or-null, +57,2017-11-01,17861-6,, +57,2017-11-01,17861-6,cumulus__missing-or-null, +57,2017-10-01,3094-0,,ambulatory +57,2017-10-01,3094-0,cumulus__missing-or-null,ambulatory +57,2017-10-01,2951-2,,ambulatory +57,2017-10-01,2951-2,cumulus__missing-or-null,ambulatory +57,2017-10-01,2823-3,,ambulatory +57,2017-10-01,2823-3,cumulus__missing-or-null,ambulatory +57,2017-10-01,2345-7,,ambulatory +57,2017-10-01,2345-7,cumulus__missing-or-null,ambulatory +57,2017-10-01,2160-0,,ambulatory +57,2017-10-01,2160-0,cumulus__missing-or-null,ambulatory +57,2017-10-01,2075-0,,ambulatory +57,2017-10-01,2075-0,cumulus__missing-or-null,ambulatory +57,2017-10-01,2028-9,,ambulatory +57,2017-10-01,2028-9,cumulus__missing-or-null,ambulatory +57,2017-10-01,17861-6,,ambulatory +57,2017-10-01,17861-6,cumulus__missing-or-null,ambulatory 57,2017-09-01,,Urine smell ammoniacal (finding), 57,2017-09-01,,Urine nitrite negative (finding), 57,2017-09-01,,Urine leukocyte test negative (finding), @@ -3997,113 +14257,227 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 57,2017-09-01,,Finding of bilirubin in urine (finding), 57,2017-09-01,,Cloudy urine (finding), 57,2017-09-01,,Brown color (qualifier value), -57,2017-09-01,5802-4,, +57,2017-09-01,5804-0,, +57,2017-09-01,5804-0,cumulus__missing-or-null, 57,2017-09-01,5802-4,Urine nitrite negative (finding), -57,2017-09-01,5799-2,, 57,2017-09-01,5799-2,Urine leukocyte test negative (finding), -57,2017-09-01,5794-3,, +57,2017-09-01,5797-6,, +57,2017-09-01,5797-6,cumulus__missing-or-null, 57,2017-09-01,5794-3,Urine blood test = negative (finding), +57,2017-09-01,5792-7,, +57,2017-09-01,5792-7,cumulus__missing-or-null, 57,2017-09-01,5778-6,, 57,2017-09-01,5778-6,Brown color (qualifier value), -57,2017-09-01,5770-3,, 57,2017-09-01,5770-3,Finding of bilirubin in urine (finding), -57,2017-09-01,5767-9,, 57,2017-09-01,5767-9,Cloudy urine (finding), +57,2017-09-01,4548-4,,ambulatory +57,2017-09-01,4548-4,cumulus__missing-or-null,ambulatory 57,2017-09-01,32167-9,, 57,2017-09-01,32167-9,Translucent (qualifier value), -57,2017-09-01,25428-4,, 57,2017-09-01,25428-4,Urine glucose test = ++ (finding), -57,2017-09-01,2514-8,, -57,2017-09-01,20454-5,, -56,2022-09-01,,Urine smell ammoniacal (finding),AMB -56,2022-09-01,,Urine nitrite negative (finding),AMB -56,2022-09-01,,Urine leukocyte test negative (finding),AMB -56,2022-09-01,,Urine glucose test = ++ (finding),AMB -56,2022-09-01,,Urine blood test = negative (finding),AMB -56,2022-09-01,,Translucent (qualifier value),AMB -56,2022-09-01,,Finding of bilirubin in urine (finding),AMB -56,2022-09-01,,Cloudy urine (finding),AMB -56,2022-09-01,,Brown color (qualifier value),AMB -56,2022-09-01,5802-4,,AMB -56,2022-09-01,5802-4,Urine nitrite negative (finding),AMB -56,2022-09-01,5799-2,,AMB -56,2022-09-01,5799-2,Urine leukocyte test negative (finding),AMB -56,2022-09-01,5794-3,,AMB -56,2022-09-01,5794-3,Urine blood test = negative (finding),AMB -56,2022-09-01,5778-6,,AMB -56,2022-09-01,5778-6,Brown color (qualifier value),AMB -56,2022-09-01,5770-3,,AMB -56,2022-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -56,2022-09-01,5767-9,,AMB -56,2022-09-01,5767-9,Cloudy urine (finding),AMB -56,2022-09-01,34533-0,,AMB -56,2022-09-01,34533-0,Urine smell ammoniacal (finding),AMB -56,2022-09-01,32167-9,,AMB -56,2022-09-01,32167-9,Translucent (qualifier value),AMB -56,2022-09-01,25428-4,,AMB -56,2022-09-01,25428-4,Urine glucose test = ++ (finding),AMB -56,2022-09-01,2514-8,,AMB -56,2022-09-01,20454-5,,AMB +57,2017-09-01,20505-4,, +57,2017-09-01,20505-4,cumulus__missing-or-null, +57,2017-08-01,4548-4,, +57,2017-08-01,4548-4,,ambulatory +57,2017-08-01,4548-4,cumulus__missing-or-null, +57,2017-08-01,4548-4,cumulus__missing-or-null,ambulatory +57,2017-06-01,6299-2,,ambulatory +57,2017-06-01,6299-2,cumulus__missing-or-null,ambulatory +57,2017-06-01,6298-4,,ambulatory +57,2017-06-01,6298-4,cumulus__missing-or-null,ambulatory +57,2017-06-01,49765-1,,ambulatory +57,2017-06-01,49765-1,cumulus__missing-or-null,ambulatory +57,2017-06-01,38483-4,,ambulatory +57,2017-06-01,38483-4,cumulus__missing-or-null,ambulatory +57,2017-06-01,2947-0,,ambulatory +57,2017-06-01,2947-0,cumulus__missing-or-null,ambulatory +57,2017-06-01,2339-0,,ambulatory +57,2017-06-01,2339-0,cumulus__missing-or-null,ambulatory +57,2017-06-01,2069-3,,ambulatory +57,2017-06-01,2069-3,cumulus__missing-or-null,ambulatory +57,2017-06-01,20565-8,,ambulatory +57,2017-06-01,20565-8,cumulus__missing-or-null,ambulatory +57,2017-04-01,6299-2,, +57,2017-04-01,6299-2,cumulus__missing-or-null, +57,2017-04-01,6298-4,, +57,2017-04-01,6298-4,cumulus__missing-or-null, +57,2017-04-01,49765-1,, +57,2017-04-01,49765-1,cumulus__missing-or-null, +57,2017-04-01,38483-4,, +57,2017-04-01,38483-4,cumulus__missing-or-null, +57,2017-04-01,2947-0,, +57,2017-04-01,2947-0,cumulus__missing-or-null, +57,2017-04-01,2339-0,, +57,2017-04-01,2339-0,cumulus__missing-or-null, +57,2017-04-01,2069-3,, +57,2017-04-01,2069-3,cumulus__missing-or-null, +57,2017-04-01,20565-8,, +57,2017-04-01,20565-8,cumulus__missing-or-null, +57,2017-03-01,70274-6,, +57,2017-03-01,70274-6,cumulus__missing-or-null, +57,2016-10-01,55758-7,,ambulatory +57,2016-10-01,55758-7,cumulus__missing-or-null,ambulatory +57,2016-08-01,4548-4,,ambulatory +57,2016-08-01,4548-4,cumulus__missing-or-null,ambulatory +56,2023-03-01,55758-7,,ambulatory +56,2023-03-01,55758-7,cumulus__missing-or-null,ambulatory +56,2022-12-01,55758-7,,ambulatory +56,2022-12-01,55758-7,cumulus__missing-or-null,ambulatory +56,2022-11-01,55758-7,, +56,2022-11-01,55758-7,cumulus__missing-or-null, +56,2022-10-01,3094-0,,ambulatory +56,2022-10-01,3094-0,cumulus__missing-or-null,ambulatory +56,2022-10-01,2951-2,,ambulatory +56,2022-10-01,2951-2,cumulus__missing-or-null,ambulatory +56,2022-10-01,2823-3,,ambulatory +56,2022-10-01,2823-3,cumulus__missing-or-null,ambulatory +56,2022-10-01,2345-7,,ambulatory +56,2022-10-01,2345-7,cumulus__missing-or-null,ambulatory +56,2022-10-01,2160-0,,ambulatory +56,2022-10-01,2160-0,cumulus__missing-or-null,ambulatory +56,2022-10-01,2075-0,,ambulatory +56,2022-10-01,2075-0,cumulus__missing-or-null,ambulatory +56,2022-10-01,2028-9,,ambulatory +56,2022-10-01,2028-9,cumulus__missing-or-null,ambulatory +56,2022-10-01,17861-6,,ambulatory +56,2022-10-01,17861-6,cumulus__missing-or-null,ambulatory +56,2022-09-01,,Urine smell ammoniacal (finding),ambulatory +56,2022-09-01,,Urine nitrite negative (finding),ambulatory +56,2022-09-01,,Urine leukocyte test negative (finding),ambulatory +56,2022-09-01,,Urine glucose test = ++ (finding),ambulatory +56,2022-09-01,,Urine blood test = negative (finding),ambulatory +56,2022-09-01,,Translucent (qualifier value),ambulatory +56,2022-09-01,,Finding of bilirubin in urine (finding),ambulatory +56,2022-09-01,,Cloudy urine (finding),ambulatory +56,2022-09-01,,Brown color (qualifier value),ambulatory +56,2022-09-01,5811-5,,ambulatory +56,2022-09-01,5811-5,cumulus__missing-or-null,ambulatory +56,2022-09-01,5804-0,,ambulatory +56,2022-09-01,5804-0,cumulus__missing-or-null,ambulatory +56,2022-09-01,5803-2,,ambulatory +56,2022-09-01,5803-2,cumulus__missing-or-null,ambulatory +56,2022-09-01,5802-4,,ambulatory +56,2022-09-01,5802-4,Urine nitrite negative (finding),ambulatory +56,2022-09-01,5799-2,,ambulatory +56,2022-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +56,2022-09-01,5797-6,,ambulatory +56,2022-09-01,5797-6,cumulus__missing-or-null,ambulatory +56,2022-09-01,5794-3,,ambulatory +56,2022-09-01,5794-3,Urine blood test = negative (finding),ambulatory +56,2022-09-01,5792-7,,ambulatory +56,2022-09-01,5792-7,cumulus__missing-or-null,ambulatory +56,2022-09-01,5778-6,,ambulatory +56,2022-09-01,5778-6,Brown color (qualifier value),ambulatory +56,2022-09-01,5770-3,,ambulatory +56,2022-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +56,2022-09-01,5767-9,,ambulatory +56,2022-09-01,5767-9,Cloudy urine (finding),ambulatory +56,2022-09-01,34533-0,,ambulatory +56,2022-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +56,2022-09-01,32167-9,,ambulatory +56,2022-09-01,32167-9,Translucent (qualifier value),ambulatory +56,2022-09-01,25428-4,,ambulatory +56,2022-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +56,2022-09-01,2514-8,,ambulatory +56,2022-09-01,20505-4,,ambulatory +56,2022-09-01,20505-4,cumulus__missing-or-null,ambulatory +56,2022-09-01,20454-5,,ambulatory 56,2022-08-01,34533-0,, 56,2022-08-01,34533-0,Urine smell ammoniacal (finding), 56,2022-01-01,,Urine smell ammoniacal (finding), -56,2022-01-01,,Urine smell ammoniacal (finding),AMB +56,2022-01-01,,Urine smell ammoniacal (finding),ambulatory 56,2022-01-01,,Urine nitrite negative (finding), -56,2022-01-01,,Urine nitrite negative (finding),AMB +56,2022-01-01,,Urine nitrite negative (finding),ambulatory 56,2022-01-01,,Urine leukocyte test negative (finding), -56,2022-01-01,,Urine leukocyte test negative (finding),AMB +56,2022-01-01,,Urine leukocyte test negative (finding),ambulatory 56,2022-01-01,,Urine glucose test = ++ (finding), -56,2022-01-01,,Urine glucose test = ++ (finding),AMB +56,2022-01-01,,Urine glucose test = ++ (finding),ambulatory 56,2022-01-01,,Urine blood test = negative (finding), -56,2022-01-01,,Urine blood test = negative (finding),AMB +56,2022-01-01,,Urine blood test = negative (finding),ambulatory 56,2022-01-01,,Translucent (qualifier value), -56,2022-01-01,,Translucent (qualifier value),AMB +56,2022-01-01,,Translucent (qualifier value),ambulatory 56,2022-01-01,,Finding of bilirubin in urine (finding), -56,2022-01-01,,Finding of bilirubin in urine (finding),AMB +56,2022-01-01,,Finding of bilirubin in urine (finding),ambulatory 56,2022-01-01,,Cloudy urine (finding), -56,2022-01-01,,Cloudy urine (finding),AMB +56,2022-01-01,,Cloudy urine (finding),ambulatory 56,2022-01-01,,Brown color (qualifier value), -56,2022-01-01,,Brown color (qualifier value),AMB -56,2022-01-01,5802-4,, -56,2022-01-01,5802-4,,AMB +56,2022-01-01,,Brown color (qualifier value),ambulatory +56,2022-01-01,5804-0,, +56,2022-01-01,5804-0,,ambulatory +56,2022-01-01,5804-0,cumulus__missing-or-null, +56,2022-01-01,5804-0,cumulus__missing-or-null,ambulatory 56,2022-01-01,5802-4,Urine nitrite negative (finding), -56,2022-01-01,5802-4,Urine nitrite negative (finding),AMB -56,2022-01-01,5799-2,, -56,2022-01-01,5799-2,,AMB +56,2022-01-01,5802-4,Urine nitrite negative (finding),ambulatory 56,2022-01-01,5799-2,Urine leukocyte test negative (finding), -56,2022-01-01,5799-2,Urine leukocyte test negative (finding),AMB -56,2022-01-01,5794-3,, -56,2022-01-01,5794-3,,AMB +56,2022-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +56,2022-01-01,5797-6,, +56,2022-01-01,5797-6,,ambulatory +56,2022-01-01,5797-6,cumulus__missing-or-null, +56,2022-01-01,5797-6,cumulus__missing-or-null,ambulatory 56,2022-01-01,5794-3,Urine blood test = negative (finding), -56,2022-01-01,5794-3,Urine blood test = negative (finding),AMB +56,2022-01-01,5794-3,Urine blood test = negative (finding),ambulatory +56,2022-01-01,5792-7,, +56,2022-01-01,5792-7,,ambulatory +56,2022-01-01,5792-7,cumulus__missing-or-null, +56,2022-01-01,5792-7,cumulus__missing-or-null,ambulatory 56,2022-01-01,5778-6,, -56,2022-01-01,5778-6,,AMB +56,2022-01-01,5778-6,,ambulatory 56,2022-01-01,5778-6,Brown color (qualifier value), -56,2022-01-01,5778-6,Brown color (qualifier value),AMB -56,2022-01-01,5770-3,, -56,2022-01-01,5770-3,,AMB +56,2022-01-01,5778-6,Brown color (qualifier value),ambulatory 56,2022-01-01,5770-3,Finding of bilirubin in urine (finding), -56,2022-01-01,5770-3,Finding of bilirubin in urine (finding),AMB +56,2022-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory 56,2022-01-01,5767-9,, -56,2022-01-01,5767-9,,AMB +56,2022-01-01,5767-9,,ambulatory 56,2022-01-01,5767-9,Cloudy urine (finding), -56,2022-01-01,5767-9,Cloudy urine (finding),AMB +56,2022-01-01,5767-9,Cloudy urine (finding),ambulatory 56,2022-01-01,34533-0,, -56,2022-01-01,34533-0,,AMB +56,2022-01-01,34533-0,,ambulatory 56,2022-01-01,34533-0,Urine smell ammoniacal (finding), -56,2022-01-01,34533-0,Urine smell ammoniacal (finding),AMB +56,2022-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory 56,2022-01-01,32167-9,, -56,2022-01-01,32167-9,,AMB +56,2022-01-01,32167-9,,ambulatory 56,2022-01-01,32167-9,Translucent (qualifier value), -56,2022-01-01,32167-9,Translucent (qualifier value),AMB -56,2022-01-01,25428-4,, -56,2022-01-01,25428-4,,AMB +56,2022-01-01,32167-9,Translucent (qualifier value),ambulatory 56,2022-01-01,25428-4,Urine glucose test = ++ (finding), -56,2022-01-01,25428-4,Urine glucose test = ++ (finding),AMB -56,2022-01-01,2514-8,, -56,2022-01-01,2514-8,,AMB -56,2022-01-01,20454-5,, -56,2022-01-01,20454-5,,AMB +56,2022-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +56,2022-01-01,20505-4,, +56,2022-01-01,20505-4,,ambulatory +56,2022-01-01,20505-4,cumulus__missing-or-null, +56,2022-01-01,20505-4,cumulus__missing-or-null,ambulatory +56,2021-12-01,70274-6,, +56,2021-12-01,70274-6,cumulus__missing-or-null, +56,2021-06-01,70274-6,,ambulatory +56,2021-06-01,70274-6,cumulus__missing-or-null,ambulatory +56,2021-06-01,3094-0,,ambulatory +56,2021-06-01,3094-0,cumulus__missing-or-null,ambulatory +56,2021-06-01,2951-2,,ambulatory +56,2021-06-01,2951-2,cumulus__missing-or-null,ambulatory +56,2021-06-01,2823-3,,ambulatory +56,2021-06-01,2823-3,cumulus__missing-or-null,ambulatory +56,2021-06-01,2345-7,,ambulatory +56,2021-06-01,2345-7,cumulus__missing-or-null,ambulatory +56,2021-06-01,2160-0,,ambulatory +56,2021-06-01,2160-0,cumulus__missing-or-null,ambulatory +56,2021-06-01,2075-0,,ambulatory +56,2021-06-01,2075-0,cumulus__missing-or-null,ambulatory +56,2021-06-01,2028-9,,ambulatory +56,2021-06-01,2028-9,cumulus__missing-or-null,ambulatory +56,2021-06-01,17861-6,,ambulatory +56,2021-06-01,17861-6,cumulus__missing-or-null,ambulatory +56,2021-04-01,70274-6,, +56,2021-04-01,70274-6,cumulus__missing-or-null, +56,2021-03-01,5811-5,, +56,2021-03-01,5811-5,cumulus__missing-or-null, +56,2021-03-01,5803-2,, +56,2021-03-01,5803-2,cumulus__missing-or-null, +56,2021-03-01,5802-4,, +56,2021-03-01,5799-2,, +56,2021-03-01,5794-3,, +56,2021-03-01,5770-3,, +56,2021-03-01,5767-9,, +56,2021-03-01,25428-4,, +56,2021-03-01,2514-8,, +56,2021-03-01,20454-5,, 56,2020-11-01,,Urine smell ammoniacal (finding), 56,2020-11-01,,Urine nitrite negative (finding), 56,2020-11-01,,Urine leukocyte test negative (finding), @@ -4113,141 +14487,329 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 56,2020-11-01,,Finding of bilirubin in urine (finding), 56,2020-11-01,,Cloudy urine (finding), 56,2020-11-01,,Brown color (qualifier value), +56,2020-11-01,5811-5,, +56,2020-11-01,5811-5,cumulus__missing-or-null, +56,2020-11-01,5804-0,, +56,2020-11-01,5804-0,cumulus__missing-or-null, +56,2020-11-01,5803-2,, +56,2020-11-01,5803-2,cumulus__missing-or-null, 56,2020-11-01,5802-4,, 56,2020-11-01,5802-4,Urine nitrite negative (finding), 56,2020-11-01,5799-2,, 56,2020-11-01,5799-2,Urine leukocyte test negative (finding), +56,2020-11-01,5797-6,, +56,2020-11-01,5797-6,cumulus__missing-or-null, 56,2020-11-01,5794-3,, 56,2020-11-01,5794-3,Urine blood test = negative (finding), +56,2020-11-01,5792-7,, +56,2020-11-01,5792-7,cumulus__missing-or-null, 56,2020-11-01,5778-6,, 56,2020-11-01,5778-6,Brown color (qualifier value), 56,2020-11-01,5770-3,, 56,2020-11-01,5770-3,Finding of bilirubin in urine (finding), -56,2020-11-01,5767-9,, 56,2020-11-01,5767-9,Cloudy urine (finding), 56,2020-11-01,32167-9,, 56,2020-11-01,32167-9,Translucent (qualifier value), 56,2020-11-01,25428-4,, 56,2020-11-01,25428-4,Urine glucose test = ++ (finding), 56,2020-11-01,2514-8,, +56,2020-11-01,20505-4,, +56,2020-11-01,20505-4,cumulus__missing-or-null, 56,2020-11-01,20454-5,, -56,2020-04-01,,Urine nitrite negative (finding),AMB -56,2020-04-01,,Urine leukocyte test negative (finding),AMB -56,2020-04-01,,Urine glucose test = ++ (finding),AMB -56,2020-04-01,,Finding of bilirubin in urine (finding),AMB -56,2020-04-01,5802-4,,AMB -56,2020-04-01,5802-4,Urine nitrite negative (finding),AMB -56,2020-04-01,5799-2,,AMB -56,2020-04-01,5799-2,Urine leukocyte test negative (finding),AMB -56,2020-04-01,5794-3,,AMB -56,2020-04-01,5778-6,,AMB -56,2020-04-01,5770-3,,AMB -56,2020-04-01,5770-3,Finding of bilirubin in urine (finding),AMB -56,2020-04-01,5767-9,,AMB -56,2020-04-01,5767-9,Cloudy urine (finding),AMB -56,2020-04-01,34533-0,,AMB -56,2020-04-01,32167-9,,AMB -56,2020-04-01,25428-4,,AMB -56,2020-04-01,25428-4,Urine glucose test = ++ (finding),AMB -56,2020-04-01,2514-8,,AMB -56,2020-04-01,20454-5,,AMB -56,2020-01-01,,Urine smell ammoniacal (finding),AMB -56,2020-01-01,,Urine blood test = negative (finding),AMB -56,2020-01-01,,Translucent (qualifier value),AMB -56,2020-01-01,,Brown color (qualifier value),AMB -56,2020-01-01,5794-3,Urine blood test = negative (finding),AMB -56,2020-01-01,5778-6,Brown color (qualifier value),AMB -56,2020-01-01,34533-0,,AMB -56,2020-01-01,32167-9,Translucent (qualifier value),AMB -56,2018-12-01,,Urine smell ammoniacal (finding),AMB -56,2018-12-01,,Urine nitrite negative (finding),AMB -56,2018-12-01,,Urine leukocyte test negative (finding),AMB -56,2018-12-01,,Urine glucose test = ++ (finding),AMB -56,2018-12-01,,Urine blood test = negative (finding),AMB -56,2018-12-01,,Translucent (qualifier value),AMB -56,2018-12-01,,Finding of bilirubin in urine (finding),AMB -56,2018-12-01,,Cloudy urine (finding),AMB -56,2018-12-01,,Brown color (qualifier value),AMB -56,2018-12-01,5802-4,,AMB -56,2018-12-01,5802-4,Urine nitrite negative (finding),AMB -56,2018-12-01,5799-2,,AMB -56,2018-12-01,5799-2,Urine leukocyte test negative (finding),AMB -56,2018-12-01,5794-3,,AMB -56,2018-12-01,5794-3,Urine blood test = negative (finding),AMB -56,2018-12-01,5778-6,,AMB -56,2018-12-01,5778-6,Brown color (qualifier value),AMB -56,2018-12-01,5770-3,,AMB -56,2018-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -56,2018-12-01,5767-9,,AMB -56,2018-12-01,5767-9,Cloudy urine (finding),AMB -56,2018-12-01,34533-0,,AMB -56,2018-12-01,34533-0,Urine smell ammoniacal (finding),AMB -56,2018-12-01,32167-9,,AMB -56,2018-12-01,32167-9,Translucent (qualifier value),AMB -56,2018-12-01,25428-4,,AMB -56,2018-12-01,25428-4,Urine glucose test = ++ (finding),AMB -56,2018-12-01,2514-8,,AMB -56,2018-12-01,20454-5,,AMB +56,2020-04-01,,Urine nitrite negative (finding),ambulatory +56,2020-04-01,,Urine leukocyte test negative (finding),ambulatory +56,2020-04-01,,Urine glucose test = ++ (finding),ambulatory +56,2020-04-01,,Finding of bilirubin in urine (finding),ambulatory +56,2020-04-01,5811-5,,ambulatory +56,2020-04-01,5811-5,cumulus__missing-or-null,ambulatory +56,2020-04-01,5804-0,,ambulatory +56,2020-04-01,5804-0,cumulus__missing-or-null,ambulatory +56,2020-04-01,5803-2,,ambulatory +56,2020-04-01,5803-2,cumulus__missing-or-null,ambulatory +56,2020-04-01,5802-4,,ambulatory +56,2020-04-01,5802-4,Urine nitrite negative (finding),ambulatory +56,2020-04-01,5799-2,,ambulatory +56,2020-04-01,5799-2,Urine leukocyte test negative (finding),ambulatory +56,2020-04-01,5797-6,,ambulatory +56,2020-04-01,5797-6,cumulus__missing-or-null,ambulatory +56,2020-04-01,5794-3,,ambulatory +56,2020-04-01,5792-7,,ambulatory +56,2020-04-01,5792-7,cumulus__missing-or-null,ambulatory +56,2020-04-01,5778-6,,ambulatory +56,2020-04-01,5770-3,,ambulatory +56,2020-04-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +56,2020-04-01,5767-9,,ambulatory +56,2020-04-01,5767-9,Cloudy urine (finding),ambulatory +56,2020-04-01,34533-0,,ambulatory +56,2020-04-01,32167-9,,ambulatory +56,2020-04-01,25428-4,,ambulatory +56,2020-04-01,25428-4,Urine glucose test = ++ (finding),ambulatory +56,2020-04-01,2514-8,,ambulatory +56,2020-04-01,20505-4,,ambulatory +56,2020-04-01,20505-4,cumulus__missing-or-null,ambulatory +56,2020-04-01,20454-5,,ambulatory +56,2020-01-01,,Urine smell ammoniacal (finding),ambulatory +56,2020-01-01,,Urine blood test = negative (finding),ambulatory +56,2020-01-01,,Translucent (qualifier value),ambulatory +56,2020-01-01,,Brown color (qualifier value),ambulatory +56,2020-01-01,5794-3,Urine blood test = negative (finding),ambulatory +56,2020-01-01,5778-6,Brown color (qualifier value),ambulatory +56,2020-01-01,34533-0,,ambulatory +56,2020-01-01,32167-9,Translucent (qualifier value),ambulatory +56,2019-09-01,6299-2,,ambulatory +56,2019-09-01,6299-2,cumulus__missing-or-null,ambulatory +56,2019-09-01,6298-4,,ambulatory +56,2019-09-01,6298-4,cumulus__missing-or-null,ambulatory +56,2019-09-01,49765-1,,ambulatory +56,2019-09-01,49765-1,cumulus__missing-or-null,ambulatory +56,2019-09-01,38483-4,,ambulatory +56,2019-09-01,38483-4,cumulus__missing-or-null,ambulatory +56,2019-09-01,2947-0,,ambulatory +56,2019-09-01,2947-0,cumulus__missing-or-null,ambulatory +56,2019-09-01,2339-0,,ambulatory +56,2019-09-01,2339-0,cumulus__missing-or-null,ambulatory +56,2019-09-01,2069-3,,ambulatory +56,2019-09-01,2069-3,cumulus__missing-or-null,ambulatory +56,2019-09-01,20565-8,,ambulatory +56,2019-09-01,20565-8,cumulus__missing-or-null,ambulatory +56,2019-05-01,3094-0,, +56,2019-05-01,3094-0,cumulus__missing-or-null, +56,2019-05-01,2951-2,, +56,2019-05-01,2951-2,cumulus__missing-or-null, +56,2019-05-01,2823-3,, +56,2019-05-01,2823-3,cumulus__missing-or-null, +56,2019-05-01,2345-7,, +56,2019-05-01,2345-7,cumulus__missing-or-null, +56,2019-05-01,2160-0,, +56,2019-05-01,2160-0,cumulus__missing-or-null, +56,2019-05-01,2075-0,, +56,2019-05-01,2075-0,cumulus__missing-or-null, +56,2019-05-01,2028-9,, +56,2019-05-01,2028-9,cumulus__missing-or-null, +56,2019-05-01,17861-6,, +56,2019-05-01,17861-6,cumulus__missing-or-null, +56,2018-12-01,,Urine smell ammoniacal (finding),ambulatory +56,2018-12-01,,Urine nitrite negative (finding),ambulatory +56,2018-12-01,,Urine leukocyte test negative (finding),ambulatory +56,2018-12-01,,Urine glucose test = ++ (finding),ambulatory +56,2018-12-01,,Urine blood test = negative (finding),ambulatory +56,2018-12-01,,Translucent (qualifier value),ambulatory +56,2018-12-01,,Finding of bilirubin in urine (finding),ambulatory +56,2018-12-01,,Cloudy urine (finding),ambulatory +56,2018-12-01,,Brown color (qualifier value),ambulatory +56,2018-12-01,5811-5,,ambulatory +56,2018-12-01,5811-5,cumulus__missing-or-null,ambulatory +56,2018-12-01,5804-0,,ambulatory +56,2018-12-01,5804-0,cumulus__missing-or-null,ambulatory +56,2018-12-01,5803-2,,ambulatory +56,2018-12-01,5803-2,cumulus__missing-or-null,ambulatory +56,2018-12-01,5802-4,,ambulatory +56,2018-12-01,5802-4,Urine nitrite negative (finding),ambulatory +56,2018-12-01,5799-2,,ambulatory +56,2018-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +56,2018-12-01,5797-6,,ambulatory +56,2018-12-01,5797-6,cumulus__missing-or-null,ambulatory +56,2018-12-01,5794-3,,ambulatory +56,2018-12-01,5794-3,Urine blood test = negative (finding),ambulatory +56,2018-12-01,5792-7,,ambulatory +56,2018-12-01,5792-7,cumulus__missing-or-null,ambulatory +56,2018-12-01,5778-6,,ambulatory +56,2018-12-01,5778-6,Brown color (qualifier value),ambulatory +56,2018-12-01,5770-3,,ambulatory +56,2018-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +56,2018-12-01,5767-9,,ambulatory +56,2018-12-01,5767-9,Cloudy urine (finding),ambulatory +56,2018-12-01,34533-0,,ambulatory +56,2018-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +56,2018-12-01,32167-9,,ambulatory +56,2018-12-01,32167-9,Translucent (qualifier value),ambulatory +56,2018-12-01,25428-4,,ambulatory +56,2018-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +56,2018-12-01,2514-8,,ambulatory +56,2018-12-01,20505-4,,ambulatory +56,2018-12-01,20505-4,cumulus__missing-or-null,ambulatory +56,2018-12-01,20454-5,,ambulatory +56,2018-09-01,3094-0,,ambulatory +56,2018-09-01,3094-0,cumulus__missing-or-null,ambulatory +56,2018-09-01,2951-2,,ambulatory +56,2018-09-01,2951-2,cumulus__missing-or-null,ambulatory +56,2018-09-01,2823-3,,ambulatory +56,2018-09-01,2823-3,cumulus__missing-or-null,ambulatory +56,2018-09-01,2345-7,,ambulatory +56,2018-09-01,2345-7,cumulus__missing-or-null,ambulatory +56,2018-09-01,2160-0,,ambulatory +56,2018-09-01,2160-0,cumulus__missing-or-null,ambulatory +56,2018-09-01,2075-0,,ambulatory +56,2018-09-01,2075-0,cumulus__missing-or-null,ambulatory +56,2018-09-01,2028-9,,ambulatory +56,2018-09-01,2028-9,cumulus__missing-or-null,ambulatory +56,2018-09-01,17861-6,,ambulatory +56,2018-09-01,17861-6,cumulus__missing-or-null,ambulatory +56,2018-06-01,3094-0,,ambulatory +56,2018-06-01,3094-0,cumulus__missing-or-null,ambulatory +56,2018-06-01,2951-2,,ambulatory +56,2018-06-01,2951-2,cumulus__missing-or-null,ambulatory +56,2018-06-01,2823-3,,ambulatory +56,2018-06-01,2823-3,cumulus__missing-or-null,ambulatory +56,2018-06-01,2345-7,,ambulatory +56,2018-06-01,2345-7,cumulus__missing-or-null,ambulatory +56,2018-06-01,2160-0,,ambulatory +56,2018-06-01,2160-0,cumulus__missing-or-null,ambulatory +56,2018-06-01,2075-0,,ambulatory +56,2018-06-01,2075-0,cumulus__missing-or-null,ambulatory +56,2018-06-01,2028-9,,ambulatory +56,2018-06-01,2028-9,cumulus__missing-or-null,ambulatory +56,2018-06-01,17861-6,,ambulatory +56,2018-06-01,17861-6,cumulus__missing-or-null,ambulatory +56,2017-11-01,4548-4,,ambulatory +56,2017-11-01,4548-4,cumulus__missing-or-null,ambulatory +56,2017-09-01,5811-5,,ambulatory +56,2017-09-01,5811-5,cumulus__missing-or-null,ambulatory +56,2017-09-01,5803-2,,ambulatory +56,2017-09-01,5803-2,cumulus__missing-or-null,ambulatory +56,2017-09-01,5802-4,,ambulatory +56,2017-09-01,5799-2,,ambulatory +56,2017-09-01,5794-3,,ambulatory +56,2017-09-01,5770-3,,ambulatory 56,2017-09-01,34533-0,, 56,2017-09-01,34533-0,Urine smell ammoniacal (finding), -56,2017-01-01,,Urine smell ammoniacal (finding),AMB -56,2017-01-01,,Urine nitrite negative (finding),AMB -56,2017-01-01,,Urine leukocyte test negative (finding),AMB -56,2017-01-01,,Urine glucose test = ++ (finding),AMB -56,2017-01-01,,Urine blood test = negative (finding),AMB -56,2017-01-01,,Translucent (qualifier value),AMB -56,2017-01-01,,Finding of bilirubin in urine (finding),AMB -56,2017-01-01,,Cloudy urine (finding),AMB -56,2017-01-01,,Brown color (qualifier value),AMB -56,2017-01-01,5802-4,,AMB -56,2017-01-01,5802-4,Urine nitrite negative (finding),AMB -56,2017-01-01,5799-2,,AMB -56,2017-01-01,5799-2,Urine leukocyte test negative (finding),AMB -56,2017-01-01,5794-3,,AMB -56,2017-01-01,5794-3,Urine blood test = negative (finding),AMB -56,2017-01-01,5778-6,,AMB -56,2017-01-01,5778-6,Brown color (qualifier value),AMB -56,2017-01-01,5770-3,,AMB -56,2017-01-01,5770-3,Finding of bilirubin in urine (finding),AMB -56,2017-01-01,5767-9,,AMB -56,2017-01-01,5767-9,Cloudy urine (finding),AMB -56,2017-01-01,34533-0,,AMB -56,2017-01-01,34533-0,Urine smell ammoniacal (finding),AMB -56,2017-01-01,32167-9,,AMB -56,2017-01-01,32167-9,Translucent (qualifier value),AMB -56,2017-01-01,25428-4,,AMB -56,2017-01-01,25428-4,Urine glucose test = ++ (finding),AMB -56,2017-01-01,2514-8,,AMB -56,2017-01-01,20454-5,,AMB -55,2023-03-01,,Urine smell ammoniacal (finding),AMB -55,2023-03-01,,Urine nitrite negative (finding),AMB -55,2023-03-01,,Urine leukocyte test negative (finding),AMB -55,2023-03-01,,Urine glucose test = ++ (finding),AMB -55,2023-03-01,,Urine blood test = negative (finding),AMB -55,2023-03-01,,Translucent (qualifier value),AMB -55,2023-03-01,,Finding of bilirubin in urine (finding),AMB -55,2023-03-01,,Cloudy urine (finding),AMB -55,2023-03-01,,Brown color (qualifier value),AMB -55,2023-03-01,5802-4,,AMB -55,2023-03-01,5802-4,Urine nitrite negative (finding),AMB -55,2023-03-01,5799-2,,AMB -55,2023-03-01,5799-2,Urine leukocyte test negative (finding),AMB -55,2023-03-01,5794-3,,AMB -55,2023-03-01,5794-3,Urine blood test = negative (finding),AMB -55,2023-03-01,5778-6,,AMB -55,2023-03-01,5778-6,Brown color (qualifier value),AMB -55,2023-03-01,5770-3,,AMB -55,2023-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -55,2023-03-01,5767-9,,AMB -55,2023-03-01,5767-9,Cloudy urine (finding),AMB -55,2023-03-01,34533-0,,AMB -55,2023-03-01,34533-0,Urine smell ammoniacal (finding),AMB -55,2023-03-01,32167-9,,AMB -55,2023-03-01,32167-9,Translucent (qualifier value),AMB -55,2023-03-01,25428-4,,AMB -55,2023-03-01,25428-4,Urine glucose test = ++ (finding),AMB -55,2023-03-01,2514-8,,AMB -55,2023-03-01,20454-5,,AMB +56,2017-09-01,25428-4,,ambulatory +56,2017-09-01,2514-8,,ambulatory +56,2017-09-01,20454-5,,ambulatory +56,2017-06-01,55758-7,, +56,2017-06-01,55758-7,cumulus__missing-or-null, +56,2017-04-01,6299-2,,ambulatory +56,2017-04-01,6299-2,cumulus__missing-or-null,ambulatory +56,2017-04-01,6298-4,,ambulatory +56,2017-04-01,6298-4,cumulus__missing-or-null,ambulatory +56,2017-04-01,49765-1,,ambulatory +56,2017-04-01,49765-1,cumulus__missing-or-null,ambulatory +56,2017-04-01,38483-4,,ambulatory +56,2017-04-01,38483-4,cumulus__missing-or-null,ambulatory +56,2017-04-01,2947-0,,ambulatory +56,2017-04-01,2947-0,cumulus__missing-or-null,ambulatory +56,2017-04-01,2339-0,,ambulatory +56,2017-04-01,2339-0,cumulus__missing-or-null,ambulatory +56,2017-04-01,2069-3,,ambulatory +56,2017-04-01,2069-3,cumulus__missing-or-null,ambulatory +56,2017-04-01,20565-8,,ambulatory +56,2017-04-01,20565-8,cumulus__missing-or-null,ambulatory +56,2017-01-01,,Urine smell ammoniacal (finding),ambulatory +56,2017-01-01,,Urine nitrite negative (finding),ambulatory +56,2017-01-01,,Urine leukocyte test negative (finding),ambulatory +56,2017-01-01,,Urine glucose test = ++ (finding),ambulatory +56,2017-01-01,,Urine blood test = negative (finding),ambulatory +56,2017-01-01,,Translucent (qualifier value),ambulatory +56,2017-01-01,,Finding of bilirubin in urine (finding),ambulatory +56,2017-01-01,,Cloudy urine (finding),ambulatory +56,2017-01-01,,Brown color (qualifier value),ambulatory +56,2017-01-01,5811-5,,ambulatory +56,2017-01-01,5811-5,cumulus__missing-or-null,ambulatory +56,2017-01-01,5804-0,,ambulatory +56,2017-01-01,5804-0,cumulus__missing-or-null,ambulatory +56,2017-01-01,5803-2,,ambulatory +56,2017-01-01,5803-2,cumulus__missing-or-null,ambulatory +56,2017-01-01,5802-4,,ambulatory +56,2017-01-01,5802-4,Urine nitrite negative (finding),ambulatory +56,2017-01-01,5799-2,,ambulatory +56,2017-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +56,2017-01-01,5797-6,,ambulatory +56,2017-01-01,5797-6,cumulus__missing-or-null,ambulatory +56,2017-01-01,5794-3,,ambulatory +56,2017-01-01,5794-3,Urine blood test = negative (finding),ambulatory +56,2017-01-01,5792-7,,ambulatory +56,2017-01-01,5792-7,cumulus__missing-or-null,ambulatory +56,2017-01-01,5778-6,,ambulatory +56,2017-01-01,5778-6,Brown color (qualifier value),ambulatory +56,2017-01-01,5770-3,,ambulatory +56,2017-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +56,2017-01-01,5767-9,,ambulatory +56,2017-01-01,5767-9,Cloudy urine (finding),ambulatory +56,2017-01-01,34533-0,,ambulatory +56,2017-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory +56,2017-01-01,32167-9,,ambulatory +56,2017-01-01,32167-9,Translucent (qualifier value),ambulatory +56,2017-01-01,3094-0,, +56,2017-01-01,3094-0,cumulus__missing-or-null, +56,2017-01-01,2951-2,, +56,2017-01-01,2951-2,cumulus__missing-or-null, +56,2017-01-01,2823-3,, +56,2017-01-01,2823-3,cumulus__missing-or-null, +56,2017-01-01,25428-4,,ambulatory +56,2017-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +56,2017-01-01,2514-8,,ambulatory +56,2017-01-01,2345-7,, +56,2017-01-01,2345-7,cumulus__missing-or-null, +56,2017-01-01,2160-0,, +56,2017-01-01,2160-0,cumulus__missing-or-null, +56,2017-01-01,2075-0,, +56,2017-01-01,2075-0,cumulus__missing-or-null, +56,2017-01-01,20505-4,,ambulatory +56,2017-01-01,20505-4,cumulus__missing-or-null,ambulatory +56,2017-01-01,20454-5,,ambulatory +56,2017-01-01,2028-9,, +56,2017-01-01,2028-9,cumulus__missing-or-null, +56,2017-01-01,17861-6,, +56,2017-01-01,17861-6,cumulus__missing-or-null, +56,2016-07-01,55758-7,, +56,2016-07-01,55758-7,cumulus__missing-or-null, +55,2023-03-01,,Urine smell ammoniacal (finding),ambulatory +55,2023-03-01,,Urine nitrite negative (finding),ambulatory +55,2023-03-01,,Urine leukocyte test negative (finding),ambulatory +55,2023-03-01,,Urine glucose test = ++ (finding),ambulatory +55,2023-03-01,,Urine blood test = negative (finding),ambulatory +55,2023-03-01,,Translucent (qualifier value),ambulatory +55,2023-03-01,,Finding of bilirubin in urine (finding),ambulatory +55,2023-03-01,,Cloudy urine (finding),ambulatory +55,2023-03-01,,Brown color (qualifier value),ambulatory +55,2023-03-01,5811-5,,ambulatory +55,2023-03-01,5811-5,cumulus__missing-or-null,ambulatory +55,2023-03-01,5804-0,,ambulatory +55,2023-03-01,5804-0,cumulus__missing-or-null,ambulatory +55,2023-03-01,5803-2,,ambulatory +55,2023-03-01,5803-2,cumulus__missing-or-null,ambulatory +55,2023-03-01,5802-4,,ambulatory +55,2023-03-01,5802-4,Urine nitrite negative (finding),ambulatory +55,2023-03-01,5799-2,,ambulatory +55,2023-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +55,2023-03-01,5797-6,,ambulatory +55,2023-03-01,5797-6,cumulus__missing-or-null,ambulatory +55,2023-03-01,5794-3,,ambulatory +55,2023-03-01,5794-3,Urine blood test = negative (finding),ambulatory +55,2023-03-01,5792-7,,ambulatory +55,2023-03-01,5792-7,cumulus__missing-or-null,ambulatory +55,2023-03-01,5778-6,,ambulatory +55,2023-03-01,5778-6,Brown color (qualifier value),ambulatory +55,2023-03-01,5770-3,,ambulatory +55,2023-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +55,2023-03-01,5767-9,,ambulatory +55,2023-03-01,5767-9,Cloudy urine (finding),ambulatory +55,2023-03-01,34533-0,,ambulatory +55,2023-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +55,2023-03-01,32167-9,,ambulatory +55,2023-03-01,32167-9,Translucent (qualifier value),ambulatory +55,2023-03-01,25428-4,,ambulatory +55,2023-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +55,2023-03-01,2514-8,,ambulatory +55,2023-03-01,20505-4,,ambulatory +55,2023-03-01,20505-4,cumulus__missing-or-null,ambulatory +55,2023-03-01,20454-5,,ambulatory +55,2022-03-01,3094-0,, +55,2022-03-01,3094-0,cumulus__missing-or-null, +55,2022-03-01,2951-2,, +55,2022-03-01,2951-2,cumulus__missing-or-null, +55,2022-03-01,2823-3,, +55,2022-03-01,2823-3,cumulus__missing-or-null, +55,2022-03-01,2345-7,, +55,2022-03-01,2345-7,cumulus__missing-or-null, +55,2022-03-01,2160-0,, +55,2022-03-01,2160-0,cumulus__missing-or-null, +55,2022-03-01,2075-0,, +55,2022-03-01,2075-0,cumulus__missing-or-null, +55,2022-03-01,2028-9,, +55,2022-03-01,2028-9,cumulus__missing-or-null, +55,2022-03-01,17861-6,, +55,2022-03-01,17861-6,cumulus__missing-or-null, 55,2022-02-01,,Urine smell ammoniacal (finding), 55,2022-02-01,,Urine nitrite negative (finding), 55,2022-02-01,,Urine leukocyte test negative (finding), @@ -4257,12 +14819,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 55,2022-02-01,,Finding of bilirubin in urine (finding), 55,2022-02-01,,Cloudy urine (finding), 55,2022-02-01,,Brown color (qualifier value), +55,2022-02-01,5811-5,, +55,2022-02-01,5811-5,cumulus__missing-or-null, +55,2022-02-01,5804-0,, +55,2022-02-01,5804-0,cumulus__missing-or-null, +55,2022-02-01,5803-2,, +55,2022-02-01,5803-2,cumulus__missing-or-null, 55,2022-02-01,5802-4,, 55,2022-02-01,5802-4,Urine nitrite negative (finding), 55,2022-02-01,5799-2,, 55,2022-02-01,5799-2,Urine leukocyte test negative (finding), +55,2022-02-01,5797-6,, +55,2022-02-01,5797-6,cumulus__missing-or-null, 55,2022-02-01,5794-3,, 55,2022-02-01,5794-3,Urine blood test = negative (finding), +55,2022-02-01,5792-7,, +55,2022-02-01,5792-7,cumulus__missing-or-null, 55,2022-02-01,5778-6,, 55,2022-02-01,5778-6,Brown color (qualifier value), 55,2022-02-01,5770-3,, @@ -4276,7 +14848,31 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 55,2022-02-01,25428-4,, 55,2022-02-01,25428-4,Urine glucose test = ++ (finding), 55,2022-02-01,2514-8,, +55,2022-02-01,20505-4,, +55,2022-02-01,20505-4,cumulus__missing-or-null, 55,2022-02-01,20454-5,, +55,2021-12-01,70274-6,,ambulatory +55,2021-12-01,70274-6,cumulus__missing-or-null,ambulatory +55,2021-07-01,70274-6,,ambulatory +55,2021-07-01,70274-6,cumulus__missing-or-null,ambulatory +55,2021-07-01,3094-0,,ambulatory +55,2021-07-01,3094-0,cumulus__missing-or-null,ambulatory +55,2021-07-01,2951-2,,ambulatory +55,2021-07-01,2951-2,cumulus__missing-or-null,ambulatory +55,2021-07-01,2823-3,,ambulatory +55,2021-07-01,2823-3,cumulus__missing-or-null,ambulatory +55,2021-07-01,2345-7,,ambulatory +55,2021-07-01,2345-7,cumulus__missing-or-null,ambulatory +55,2021-07-01,2160-0,,ambulatory +55,2021-07-01,2160-0,cumulus__missing-or-null,ambulatory +55,2021-07-01,2075-0,,ambulatory +55,2021-07-01,2075-0,cumulus__missing-or-null,ambulatory +55,2021-07-01,2028-9,,ambulatory +55,2021-07-01,2028-9,cumulus__missing-or-null,ambulatory +55,2021-07-01,17861-6,,ambulatory +55,2021-07-01,17861-6,cumulus__missing-or-null,ambulatory +55,2021-04-01,70274-6,,ambulatory +55,2021-04-01,70274-6,cumulus__missing-or-null,ambulatory 55,2021-03-01,,Urine smell ammoniacal (finding), 55,2021-03-01,,Urine nitrite negative (finding), 55,2021-03-01,,Urine leukocyte test negative (finding), @@ -4286,213 +14882,457 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 55,2021-03-01,,Finding of bilirubin in urine (finding), 55,2021-03-01,,Cloudy urine (finding), 55,2021-03-01,,Brown color (qualifier value), -55,2021-03-01,5802-4,, +55,2021-03-01,5804-0,, +55,2021-03-01,5804-0,cumulus__missing-or-null, 55,2021-03-01,5802-4,Urine nitrite negative (finding), -55,2021-03-01,5799-2,, 55,2021-03-01,5799-2,Urine leukocyte test negative (finding), -55,2021-03-01,5794-3,, +55,2021-03-01,5797-6,, +55,2021-03-01,5797-6,cumulus__missing-or-null, 55,2021-03-01,5794-3,Urine blood test = negative (finding), +55,2021-03-01,5792-7,, +55,2021-03-01,5792-7,cumulus__missing-or-null, 55,2021-03-01,5778-6,, 55,2021-03-01,5778-6,Brown color (qualifier value), -55,2021-03-01,5770-3,, 55,2021-03-01,5770-3,Finding of bilirubin in urine (finding), -55,2021-03-01,5767-9,, 55,2021-03-01,5767-9,Cloudy urine (finding), 55,2021-03-01,32167-9,, 55,2021-03-01,32167-9,Translucent (qualifier value), -55,2021-03-01,25428-4,, 55,2021-03-01,25428-4,Urine glucose test = ++ (finding), -55,2021-03-01,2514-8,, -55,2021-03-01,20454-5,, +55,2021-03-01,20505-4,, +55,2021-03-01,20505-4,cumulus__missing-or-null, 55,2020-11-01,34533-0,, 55,2020-11-01,34533-0,Urine smell ammoniacal (finding), -55,2020-04-01,,Urine smell ammoniacal (finding),AMB -55,2020-04-01,,Urine blood test = negative (finding),AMB -55,2020-04-01,,Translucent (qualifier value),AMB -55,2020-04-01,,Brown color (qualifier value),AMB -55,2020-04-01,5794-3,Urine blood test = negative (finding),AMB -55,2020-04-01,5778-6,Brown color (qualifier value),AMB -55,2020-04-01,34533-0,Urine smell ammoniacal (finding),AMB -55,2020-04-01,32167-9,Translucent (qualifier value),AMB -55,2020-01-01,34533-0,Urine smell ammoniacal (finding),AMB -55,2019-10-01,,Urine smell ammoniacal (finding),AMB -55,2019-10-01,,Urine nitrite negative (finding),AMB -55,2019-10-01,,Urine leukocyte test negative (finding),AMB -55,2019-10-01,,Urine glucose test = ++ (finding),AMB -55,2019-10-01,,Urine blood test = negative (finding),AMB -55,2019-10-01,,Translucent (qualifier value),AMB -55,2019-10-01,,Finding of bilirubin in urine (finding),AMB -55,2019-10-01,,Cloudy urine (finding),AMB -55,2019-10-01,,Brown color (qualifier value),AMB -55,2019-10-01,5802-4,,AMB -55,2019-10-01,5802-4,Urine nitrite negative (finding),AMB -55,2019-10-01,5799-2,,AMB -55,2019-10-01,5799-2,Urine leukocyte test negative (finding),AMB -55,2019-10-01,5794-3,,AMB -55,2019-10-01,5794-3,Urine blood test = negative (finding),AMB -55,2019-10-01,5778-6,,AMB -55,2019-10-01,5778-6,Brown color (qualifier value),AMB -55,2019-10-01,5770-3,,AMB -55,2019-10-01,5770-3,Finding of bilirubin in urine (finding),AMB -55,2019-10-01,5767-9,,AMB -55,2019-10-01,5767-9,Cloudy urine (finding),AMB -55,2019-10-01,34533-0,,AMB -55,2019-10-01,34533-0,Urine smell ammoniacal (finding),AMB -55,2019-10-01,32167-9,,AMB -55,2019-10-01,32167-9,Translucent (qualifier value),AMB -55,2019-10-01,25428-4,,AMB -55,2019-10-01,25428-4,Urine glucose test = ++ (finding),AMB -55,2019-10-01,2514-8,,AMB -55,2019-10-01,20454-5,,AMB -55,2018-01-01,,Urine smell ammoniacal (finding),AMB -55,2018-01-01,,Urine nitrite negative (finding),AMB -55,2018-01-01,,Urine leukocyte test negative (finding),AMB -55,2018-01-01,,Urine glucose test = ++ (finding),AMB -55,2018-01-01,,Urine blood test = negative (finding),AMB -55,2018-01-01,,Translucent (qualifier value),AMB -55,2018-01-01,,Finding of bilirubin in urine (finding),AMB -55,2018-01-01,,Cloudy urine (finding),AMB -55,2018-01-01,,Brown color (qualifier value),AMB -55,2018-01-01,5802-4,,AMB -55,2018-01-01,5802-4,Urine nitrite negative (finding),AMB -55,2018-01-01,5799-2,,AMB -55,2018-01-01,5799-2,Urine leukocyte test negative (finding),AMB -55,2018-01-01,5794-3,,AMB -55,2018-01-01,5794-3,Urine blood test = negative (finding),AMB -55,2018-01-01,5778-6,,AMB -55,2018-01-01,5778-6,Brown color (qualifier value),AMB -55,2018-01-01,5770-3,,AMB -55,2018-01-01,5770-3,Finding of bilirubin in urine (finding),AMB -55,2018-01-01,5767-9,,AMB -55,2018-01-01,5767-9,Cloudy urine (finding),AMB -55,2018-01-01,34533-0,,AMB -55,2018-01-01,34533-0,Urine smell ammoniacal (finding),AMB -55,2018-01-01,32167-9,,AMB -55,2018-01-01,32167-9,Translucent (qualifier value),AMB -55,2018-01-01,25428-4,,AMB -55,2018-01-01,25428-4,Urine glucose test = ++ (finding),AMB -55,2018-01-01,2514-8,,AMB -55,2018-01-01,20454-5,,AMB -55,2017-02-01,,Urine smell ammoniacal (finding),AMB -55,2017-02-01,,Urine nitrite negative (finding),AMB -55,2017-02-01,,Urine leukocyte test negative (finding),AMB -55,2017-02-01,,Urine glucose test = ++ (finding),AMB -55,2017-02-01,,Urine blood test = negative (finding),AMB -55,2017-02-01,,Translucent (qualifier value),AMB -55,2017-02-01,,Finding of bilirubin in urine (finding),AMB -55,2017-02-01,,Cloudy urine (finding),AMB -55,2017-02-01,,Brown color (qualifier value),AMB -55,2017-02-01,5802-4,,AMB -55,2017-02-01,5802-4,Urine nitrite negative (finding),AMB -55,2017-02-01,5799-2,,AMB -55,2017-02-01,5799-2,Urine leukocyte test negative (finding),AMB -55,2017-02-01,5794-3,,AMB -55,2017-02-01,5794-3,Urine blood test = negative (finding),AMB -55,2017-02-01,5778-6,,AMB -55,2017-02-01,5778-6,Brown color (qualifier value),AMB -55,2017-02-01,5770-3,,AMB -55,2017-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -55,2017-02-01,5767-9,,AMB -55,2017-02-01,5767-9,Cloudy urine (finding),AMB -55,2017-02-01,34533-0,,AMB -55,2017-02-01,34533-0,Urine smell ammoniacal (finding),AMB -55,2017-02-01,32167-9,,AMB -55,2017-02-01,32167-9,Translucent (qualifier value),AMB -55,2017-02-01,25428-4,,AMB -55,2017-02-01,25428-4,Urine glucose test = ++ (finding),AMB -55,2017-02-01,2514-8,,AMB -55,2017-02-01,20454-5,,AMB -54,2023-02-01,,Urine smell ammoniacal (finding),AMB -54,2023-02-01,,Urine nitrite negative (finding),AMB -54,2023-02-01,,Urine leukocyte test negative (finding),AMB -54,2023-02-01,,Urine glucose test = ++ (finding),AMB -54,2023-02-01,,Urine blood test = negative (finding),AMB -54,2023-02-01,,Translucent (qualifier value),AMB -54,2023-02-01,,Finding of bilirubin in urine (finding),AMB -54,2023-02-01,,Cloudy urine (finding),AMB -54,2023-02-01,,Brown color (qualifier value),AMB -54,2023-02-01,5802-4,,AMB -54,2023-02-01,5802-4,Urine nitrite negative (finding),AMB -54,2023-02-01,5799-2,,AMB -54,2023-02-01,5799-2,Urine leukocyte test negative (finding),AMB -54,2023-02-01,5794-3,,AMB -54,2023-02-01,5794-3,Urine blood test = negative (finding),AMB -54,2023-02-01,5778-6,,AMB -54,2023-02-01,5778-6,Brown color (qualifier value),AMB -54,2023-02-01,5770-3,,AMB -54,2023-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -54,2023-02-01,5767-9,,AMB -54,2023-02-01,5767-9,Cloudy urine (finding),AMB -54,2023-02-01,34533-0,,AMB -54,2023-02-01,34533-0,Urine smell ammoniacal (finding),AMB -54,2023-02-01,32167-9,,AMB -54,2023-02-01,32167-9,Translucent (qualifier value),AMB -54,2023-02-01,25428-4,,AMB -54,2023-02-01,25428-4,Urine glucose test = ++ (finding),AMB -54,2023-02-01,2514-8,,AMB -54,2023-02-01,20454-5,,AMB +55,2020-08-01,70274-6,, +55,2020-08-01,70274-6,,ambulatory +55,2020-08-01,70274-6,cumulus__missing-or-null, +55,2020-08-01,70274-6,cumulus__missing-or-null,ambulatory +55,2020-04-01,,Urine smell ammoniacal (finding),ambulatory +55,2020-04-01,,Urine blood test = negative (finding),ambulatory +55,2020-04-01,,Translucent (qualifier value),ambulatory +55,2020-04-01,,Brown color (qualifier value),ambulatory +55,2020-04-01,5794-3,Urine blood test = negative (finding),ambulatory +55,2020-04-01,5778-6,Brown color (qualifier value),ambulatory +55,2020-04-01,55758-7,,ambulatory +55,2020-04-01,55758-7,cumulus__missing-or-null,ambulatory +55,2020-04-01,34533-0,Urine smell ammoniacal (finding),ambulatory +55,2020-04-01,32167-9,Translucent (qualifier value),ambulatory +55,2020-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory +55,2019-11-01,70274-6,, +55,2019-11-01,70274-6,cumulus__missing-or-null, +55,2019-10-01,,Urine smell ammoniacal (finding),ambulatory +55,2019-10-01,,Urine nitrite negative (finding),ambulatory +55,2019-10-01,,Urine leukocyte test negative (finding),ambulatory +55,2019-10-01,,Urine glucose test = ++ (finding),ambulatory +55,2019-10-01,,Urine blood test = negative (finding),ambulatory +55,2019-10-01,,Translucent (qualifier value),ambulatory +55,2019-10-01,,Finding of bilirubin in urine (finding),ambulatory +55,2019-10-01,,Cloudy urine (finding),ambulatory +55,2019-10-01,,Brown color (qualifier value),ambulatory +55,2019-10-01,5811-5,,ambulatory +55,2019-10-01,5811-5,cumulus__missing-or-null,ambulatory +55,2019-10-01,5804-0,,ambulatory +55,2019-10-01,5804-0,cumulus__missing-or-null,ambulatory +55,2019-10-01,5803-2,,ambulatory +55,2019-10-01,5803-2,cumulus__missing-or-null,ambulatory +55,2019-10-01,5802-4,,ambulatory +55,2019-10-01,5802-4,Urine nitrite negative (finding),ambulatory +55,2019-10-01,5799-2,,ambulatory +55,2019-10-01,5799-2,Urine leukocyte test negative (finding),ambulatory +55,2019-10-01,5797-6,,ambulatory +55,2019-10-01,5797-6,cumulus__missing-or-null,ambulatory +55,2019-10-01,5794-3,,ambulatory +55,2019-10-01,5794-3,Urine blood test = negative (finding),ambulatory +55,2019-10-01,5792-7,,ambulatory +55,2019-10-01,5792-7,cumulus__missing-or-null,ambulatory +55,2019-10-01,5778-6,,ambulatory +55,2019-10-01,5778-6,Brown color (qualifier value),ambulatory +55,2019-10-01,5770-3,,ambulatory +55,2019-10-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +55,2019-10-01,5767-9,,ambulatory +55,2019-10-01,5767-9,Cloudy urine (finding),ambulatory +55,2019-10-01,34533-0,,ambulatory +55,2019-10-01,34533-0,Urine smell ammoniacal (finding),ambulatory +55,2019-10-01,32167-9,,ambulatory +55,2019-10-01,32167-9,Translucent (qualifier value),ambulatory +55,2019-10-01,25428-4,,ambulatory +55,2019-10-01,25428-4,Urine glucose test = ++ (finding),ambulatory +55,2019-10-01,2514-8,,ambulatory +55,2019-10-01,20505-4,,ambulatory +55,2019-10-01,20505-4,cumulus__missing-or-null,ambulatory +55,2019-10-01,20454-5,,ambulatory +55,2019-03-01,70274-6,, +55,2019-03-01,70274-6,cumulus__missing-or-null, +55,2019-01-01,3094-0,,ambulatory +55,2019-01-01,3094-0,cumulus__missing-or-null,ambulatory +55,2019-01-01,2951-2,,ambulatory +55,2019-01-01,2951-2,cumulus__missing-or-null,ambulatory +55,2019-01-01,2823-3,,ambulatory +55,2019-01-01,2823-3,cumulus__missing-or-null,ambulatory +55,2019-01-01,2571-8,,ambulatory +55,2019-01-01,2571-8,cumulus__missing-or-null,ambulatory +55,2019-01-01,2345-7,,ambulatory +55,2019-01-01,2345-7,cumulus__missing-or-null,ambulatory +55,2019-01-01,2160-0,,ambulatory +55,2019-01-01,2160-0,cumulus__missing-or-null,ambulatory +55,2019-01-01,2093-3,,ambulatory +55,2019-01-01,2093-3,cumulus__missing-or-null,ambulatory +55,2019-01-01,2085-9,,ambulatory +55,2019-01-01,2085-9,cumulus__missing-or-null,ambulatory +55,2019-01-01,2075-0,,ambulatory +55,2019-01-01,2075-0,cumulus__missing-or-null,ambulatory +55,2019-01-01,2028-9,,ambulatory +55,2019-01-01,2028-9,cumulus__missing-or-null,ambulatory +55,2019-01-01,18262-6,,ambulatory +55,2019-01-01,18262-6,cumulus__missing-or-null,ambulatory +55,2019-01-01,17861-6,,ambulatory +55,2019-01-01,17861-6,cumulus__missing-or-null,ambulatory +55,2018-12-01,3094-0,, +55,2018-12-01,3094-0,cumulus__missing-or-null, +55,2018-12-01,2951-2,, +55,2018-12-01,2951-2,cumulus__missing-or-null, +55,2018-12-01,2823-3,, +55,2018-12-01,2823-3,cumulus__missing-or-null, +55,2018-12-01,2345-7,, +55,2018-12-01,2345-7,cumulus__missing-or-null, +55,2018-12-01,2160-0,, +55,2018-12-01,2160-0,cumulus__missing-or-null, +55,2018-12-01,2075-0,, +55,2018-12-01,2075-0,cumulus__missing-or-null, +55,2018-12-01,2028-9,, +55,2018-12-01,2028-9,cumulus__missing-or-null, +55,2018-12-01,17861-6,, +55,2018-12-01,17861-6,cumulus__missing-or-null, +55,2018-04-01,4548-4,,ambulatory +55,2018-04-01,4548-4,cumulus__missing-or-null,ambulatory +55,2018-03-01,2571-8,, +55,2018-03-01,2571-8,cumulus__missing-or-null, +55,2018-03-01,2093-3,, +55,2018-03-01,2093-3,cumulus__missing-or-null, +55,2018-03-01,2085-9,, +55,2018-03-01,2085-9,cumulus__missing-or-null, +55,2018-03-01,18262-6,, +55,2018-03-01,18262-6,cumulus__missing-or-null, +55,2018-01-01,,Urine smell ammoniacal (finding),ambulatory +55,2018-01-01,,Urine nitrite negative (finding),ambulatory +55,2018-01-01,,Urine leukocyte test negative (finding),ambulatory +55,2018-01-01,,Urine glucose test = ++ (finding),ambulatory +55,2018-01-01,,Urine blood test = negative (finding),ambulatory +55,2018-01-01,,Translucent (qualifier value),ambulatory +55,2018-01-01,,Finding of bilirubin in urine (finding),ambulatory +55,2018-01-01,,Cloudy urine (finding),ambulatory +55,2018-01-01,,Brown color (qualifier value),ambulatory +55,2018-01-01,5811-5,,ambulatory +55,2018-01-01,5811-5,cumulus__missing-or-null,ambulatory +55,2018-01-01,5804-0,,ambulatory +55,2018-01-01,5804-0,cumulus__missing-or-null,ambulatory +55,2018-01-01,5803-2,,ambulatory +55,2018-01-01,5803-2,cumulus__missing-or-null,ambulatory +55,2018-01-01,5802-4,,ambulatory +55,2018-01-01,5802-4,Urine nitrite negative (finding),ambulatory +55,2018-01-01,5799-2,,ambulatory +55,2018-01-01,5799-2,Urine leukocyte test negative (finding),ambulatory +55,2018-01-01,5797-6,,ambulatory +55,2018-01-01,5797-6,cumulus__missing-or-null,ambulatory +55,2018-01-01,5794-3,,ambulatory +55,2018-01-01,5794-3,Urine blood test = negative (finding),ambulatory +55,2018-01-01,5792-7,,ambulatory +55,2018-01-01,5792-7,cumulus__missing-or-null,ambulatory +55,2018-01-01,5778-6,,ambulatory +55,2018-01-01,5778-6,Brown color (qualifier value),ambulatory +55,2018-01-01,5770-3,,ambulatory +55,2018-01-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +55,2018-01-01,5767-9,,ambulatory +55,2018-01-01,5767-9,Cloudy urine (finding),ambulatory +55,2018-01-01,34533-0,,ambulatory +55,2018-01-01,34533-0,Urine smell ammoniacal (finding),ambulatory +55,2018-01-01,32167-9,,ambulatory +55,2018-01-01,32167-9,Translucent (qualifier value),ambulatory +55,2018-01-01,25428-4,,ambulatory +55,2018-01-01,25428-4,Urine glucose test = ++ (finding),ambulatory +55,2018-01-01,2514-8,,ambulatory +55,2018-01-01,20505-4,,ambulatory +55,2018-01-01,20505-4,cumulus__missing-or-null,ambulatory +55,2018-01-01,20454-5,,ambulatory +55,2017-11-01,55758-7,,ambulatory +55,2017-11-01,55758-7,cumulus__missing-or-null,ambulatory +55,2017-06-01,55758-7,,ambulatory +55,2017-06-01,55758-7,cumulus__missing-or-null,ambulatory +55,2017-04-01,4548-4,, +55,2017-04-01,4548-4,cumulus__missing-or-null, +55,2017-02-01,,Urine smell ammoniacal (finding),ambulatory +55,2017-02-01,,Urine nitrite negative (finding),ambulatory +55,2017-02-01,,Urine leukocyte test negative (finding),ambulatory +55,2017-02-01,,Urine glucose test = ++ (finding),ambulatory +55,2017-02-01,,Urine blood test = negative (finding),ambulatory +55,2017-02-01,,Translucent (qualifier value),ambulatory +55,2017-02-01,,Finding of bilirubin in urine (finding),ambulatory +55,2017-02-01,,Cloudy urine (finding),ambulatory +55,2017-02-01,,Brown color (qualifier value),ambulatory +55,2017-02-01,5811-5,,ambulatory +55,2017-02-01,5811-5,cumulus__missing-or-null,ambulatory +55,2017-02-01,5804-0,,ambulatory +55,2017-02-01,5804-0,cumulus__missing-or-null,ambulatory +55,2017-02-01,5803-2,,ambulatory +55,2017-02-01,5803-2,cumulus__missing-or-null,ambulatory +55,2017-02-01,5802-4,,ambulatory +55,2017-02-01,5802-4,Urine nitrite negative (finding),ambulatory +55,2017-02-01,5799-2,,ambulatory +55,2017-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +55,2017-02-01,5797-6,,ambulatory +55,2017-02-01,5797-6,cumulus__missing-or-null,ambulatory +55,2017-02-01,5794-3,,ambulatory +55,2017-02-01,5794-3,Urine blood test = negative (finding),ambulatory +55,2017-02-01,5792-7,,ambulatory +55,2017-02-01,5792-7,cumulus__missing-or-null,ambulatory +55,2017-02-01,5778-6,,ambulatory +55,2017-02-01,5778-6,Brown color (qualifier value),ambulatory +55,2017-02-01,5770-3,,ambulatory +55,2017-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +55,2017-02-01,5767-9,,ambulatory +55,2017-02-01,5767-9,Cloudy urine (finding),ambulatory +55,2017-02-01,34533-0,,ambulatory +55,2017-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +55,2017-02-01,32167-9,,ambulatory +55,2017-02-01,32167-9,Translucent (qualifier value),ambulatory +55,2017-02-01,25428-4,,ambulatory +55,2017-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +55,2017-02-01,2514-8,,ambulatory +55,2017-02-01,20505-4,,ambulatory +55,2017-02-01,20505-4,cumulus__missing-or-null,ambulatory +55,2017-02-01,20454-5,,ambulatory +55,2016-06-01,5767-9,,ambulatory +54,2023-02-01,,Urine smell ammoniacal (finding),ambulatory +54,2023-02-01,,Urine nitrite negative (finding),ambulatory +54,2023-02-01,,Urine leukocyte test negative (finding),ambulatory +54,2023-02-01,,Urine glucose test = ++ (finding),ambulatory +54,2023-02-01,,Urine blood test = negative (finding),ambulatory +54,2023-02-01,,Translucent (qualifier value),ambulatory +54,2023-02-01,,Finding of bilirubin in urine (finding),ambulatory +54,2023-02-01,,Cloudy urine (finding),ambulatory +54,2023-02-01,,Brown color (qualifier value),ambulatory +54,2023-02-01,5811-5,,ambulatory +54,2023-02-01,5811-5,cumulus__missing-or-null,ambulatory +54,2023-02-01,5804-0,,ambulatory +54,2023-02-01,5804-0,cumulus__missing-or-null,ambulatory +54,2023-02-01,5803-2,,ambulatory +54,2023-02-01,5803-2,cumulus__missing-or-null,ambulatory +54,2023-02-01,5802-4,,ambulatory +54,2023-02-01,5802-4,Urine nitrite negative (finding),ambulatory +54,2023-02-01,5799-2,,ambulatory +54,2023-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +54,2023-02-01,5797-6,,ambulatory +54,2023-02-01,5797-6,cumulus__missing-or-null,ambulatory +54,2023-02-01,5794-3,,ambulatory +54,2023-02-01,5794-3,Urine blood test = negative (finding),ambulatory +54,2023-02-01,5792-7,,ambulatory +54,2023-02-01,5792-7,cumulus__missing-or-null,ambulatory +54,2023-02-01,5778-6,,ambulatory +54,2023-02-01,5778-6,Brown color (qualifier value),ambulatory +54,2023-02-01,5770-3,,ambulatory +54,2023-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +54,2023-02-01,5767-9,,ambulatory +54,2023-02-01,5767-9,Cloudy urine (finding),ambulatory +54,2023-02-01,34533-0,,ambulatory +54,2023-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +54,2023-02-01,32167-9,,ambulatory +54,2023-02-01,32167-9,Translucent (qualifier value),ambulatory +54,2023-02-01,25428-4,,ambulatory +54,2023-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +54,2023-02-01,2514-8,,ambulatory +54,2023-02-01,20505-4,,ambulatory +54,2023-02-01,20505-4,cumulus__missing-or-null,ambulatory +54,2023-02-01,20454-5,,ambulatory +54,2022-08-01,5767-9,,ambulatory +54,2022-05-01,70274-6,, +54,2022-05-01,70274-6,cumulus__missing-or-null, +54,2022-04-01,3094-0,, +54,2022-04-01,3094-0,cumulus__missing-or-null, +54,2022-04-01,2951-2,, +54,2022-04-01,2951-2,cumulus__missing-or-null, +54,2022-04-01,2823-3,, +54,2022-04-01,2823-3,cumulus__missing-or-null, +54,2022-04-01,2345-7,, +54,2022-04-01,2345-7,cumulus__missing-or-null, +54,2022-04-01,2160-0,, +54,2022-04-01,2160-0,cumulus__missing-or-null, +54,2022-04-01,2075-0,, +54,2022-04-01,2075-0,cumulus__missing-or-null, +54,2022-04-01,2028-9,, +54,2022-04-01,2028-9,cumulus__missing-or-null, +54,2022-04-01,17861-6,, +54,2022-04-01,17861-6,cumulus__missing-or-null, +54,2022-03-01,3094-0,,ambulatory +54,2022-03-01,3094-0,cumulus__missing-or-null,ambulatory +54,2022-03-01,2951-2,,ambulatory +54,2022-03-01,2951-2,cumulus__missing-or-null,ambulatory +54,2022-03-01,2823-3,,ambulatory +54,2022-03-01,2823-3,cumulus__missing-or-null,ambulatory +54,2022-03-01,2345-7,,ambulatory +54,2022-03-01,2345-7,cumulus__missing-or-null,ambulatory +54,2022-03-01,2160-0,,ambulatory +54,2022-03-01,2160-0,cumulus__missing-or-null,ambulatory +54,2022-03-01,2075-0,,ambulatory +54,2022-03-01,2075-0,cumulus__missing-or-null,ambulatory +54,2022-03-01,2028-9,,ambulatory +54,2022-03-01,2028-9,cumulus__missing-or-null,ambulatory +54,2022-03-01,17861-6,,ambulatory +54,2022-03-01,17861-6,cumulus__missing-or-null,ambulatory 54,2021-03-01,34533-0,, 54,2021-03-01,34533-0,Urine smell ammoniacal (finding), -54,2020-11-01,,Urine smell ammoniacal (finding),AMB -54,2020-11-01,,Urine nitrite negative (finding),AMB -54,2020-11-01,,Urine leukocyte test negative (finding),AMB -54,2020-11-01,,Urine glucose test = ++ (finding),AMB -54,2020-11-01,,Urine blood test = negative (finding),AMB -54,2020-11-01,,Translucent (qualifier value),AMB -54,2020-11-01,,Finding of bilirubin in urine (finding),AMB -54,2020-11-01,,Cloudy urine (finding),AMB -54,2020-11-01,,Brown color (qualifier value),AMB -54,2020-11-01,5802-4,,AMB -54,2020-11-01,5802-4,Urine nitrite negative (finding),AMB -54,2020-11-01,5799-2,,AMB -54,2020-11-01,5799-2,Urine leukocyte test negative (finding),AMB -54,2020-11-01,5794-3,,AMB -54,2020-11-01,5794-3,Urine blood test = negative (finding),AMB -54,2020-11-01,5778-6,,AMB -54,2020-11-01,5778-6,Brown color (qualifier value),AMB -54,2020-11-01,5770-3,,AMB -54,2020-11-01,5770-3,Finding of bilirubin in urine (finding),AMB -54,2020-11-01,5767-9,,AMB -54,2020-11-01,5767-9,Cloudy urine (finding),AMB -54,2020-11-01,34533-0,,AMB -54,2020-11-01,34533-0,Urine smell ammoniacal (finding),AMB -54,2020-11-01,32167-9,,AMB -54,2020-11-01,32167-9,Translucent (qualifier value),AMB -54,2020-11-01,25428-4,,AMB -54,2020-11-01,25428-4,Urine glucose test = ++ (finding),AMB -54,2020-11-01,2514-8,,AMB -54,2020-11-01,20454-5,,AMB -54,2020-03-01,,Urine protein test = ++ (finding),AMB -54,2020-03-01,20454-5,Urine protein test = ++ (finding),AMB -54,2019-12-01,,Urine smell ammoniacal (finding),AMB -54,2019-12-01,,Urine nitrite negative (finding),AMB -54,2019-12-01,,Urine leukocyte test negative (finding),AMB -54,2019-12-01,,Urine glucose test = ++ (finding),AMB -54,2019-12-01,,Urine blood test = negative (finding),AMB -54,2019-12-01,,Translucent (qualifier value),AMB -54,2019-12-01,,Finding of bilirubin in urine (finding),AMB -54,2019-12-01,,Cloudy urine (finding),AMB -54,2019-12-01,,Brown color (qualifier value),AMB -54,2019-12-01,5802-4,,AMB -54,2019-12-01,5802-4,Urine nitrite negative (finding),AMB -54,2019-12-01,5799-2,,AMB -54,2019-12-01,5799-2,Urine leukocyte test negative (finding),AMB -54,2019-12-01,5794-3,,AMB -54,2019-12-01,5794-3,Urine blood test = negative (finding),AMB -54,2019-12-01,5778-6,,AMB -54,2019-12-01,5778-6,Brown color (qualifier value),AMB -54,2019-12-01,5770-3,,AMB -54,2019-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -54,2019-12-01,5767-9,,AMB -54,2019-12-01,5767-9,Cloudy urine (finding),AMB -54,2019-12-01,34533-0,,AMB -54,2019-12-01,34533-0,Urine smell ammoniacal (finding),AMB -54,2019-12-01,32167-9,,AMB -54,2019-12-01,32167-9,Translucent (qualifier value),AMB -54,2019-12-01,25428-4,,AMB -54,2019-12-01,25428-4,Urine glucose test = ++ (finding),AMB -54,2019-12-01,2514-8,,AMB -54,2019-12-01,20454-5,,AMB +54,2021-01-01,3094-0,,ambulatory +54,2021-01-01,3094-0,cumulus__missing-or-null,ambulatory +54,2021-01-01,2951-2,,ambulatory +54,2021-01-01,2951-2,cumulus__missing-or-null,ambulatory +54,2021-01-01,2823-3,,ambulatory +54,2021-01-01,2823-3,cumulus__missing-or-null,ambulatory +54,2021-01-01,2345-7,,ambulatory +54,2021-01-01,2345-7,cumulus__missing-or-null,ambulatory +54,2021-01-01,2160-0,,ambulatory +54,2021-01-01,2160-0,cumulus__missing-or-null,ambulatory +54,2021-01-01,2075-0,,ambulatory +54,2021-01-01,2075-0,cumulus__missing-or-null,ambulatory +54,2021-01-01,2028-9,,ambulatory +54,2021-01-01,2028-9,cumulus__missing-or-null,ambulatory +54,2021-01-01,17861-6,,ambulatory +54,2021-01-01,17861-6,cumulus__missing-or-null,ambulatory +54,2020-12-01,3094-0,,ambulatory +54,2020-12-01,3094-0,cumulus__missing-or-null,ambulatory +54,2020-12-01,2951-2,,ambulatory +54,2020-12-01,2951-2,cumulus__missing-or-null,ambulatory +54,2020-12-01,2823-3,,ambulatory +54,2020-12-01,2823-3,cumulus__missing-or-null,ambulatory +54,2020-12-01,2345-7,,ambulatory +54,2020-12-01,2345-7,cumulus__missing-or-null,ambulatory +54,2020-12-01,2160-0,,ambulatory +54,2020-12-01,2160-0,cumulus__missing-or-null,ambulatory +54,2020-12-01,2075-0,,ambulatory +54,2020-12-01,2075-0,cumulus__missing-or-null,ambulatory +54,2020-12-01,2028-9,,ambulatory +54,2020-12-01,2028-9,cumulus__missing-or-null,ambulatory +54,2020-12-01,17861-6,,ambulatory +54,2020-12-01,17861-6,cumulus__missing-or-null,ambulatory +54,2020-11-01,,Urine smell ammoniacal (finding),ambulatory +54,2020-11-01,,Urine nitrite negative (finding),ambulatory +54,2020-11-01,,Urine leukocyte test negative (finding),ambulatory +54,2020-11-01,,Urine glucose test = ++ (finding),ambulatory +54,2020-11-01,,Urine blood test = negative (finding),ambulatory +54,2020-11-01,,Translucent (qualifier value),ambulatory +54,2020-11-01,,Finding of bilirubin in urine (finding),ambulatory +54,2020-11-01,,Cloudy urine (finding),ambulatory +54,2020-11-01,,Brown color (qualifier value),ambulatory +54,2020-11-01,5811-5,,ambulatory +54,2020-11-01,5811-5,cumulus__missing-or-null,ambulatory +54,2020-11-01,5804-0,,ambulatory +54,2020-11-01,5804-0,cumulus__missing-or-null,ambulatory +54,2020-11-01,5803-2,,ambulatory +54,2020-11-01,5803-2,cumulus__missing-or-null,ambulatory +54,2020-11-01,5802-4,,ambulatory +54,2020-11-01,5802-4,Urine nitrite negative (finding),ambulatory +54,2020-11-01,5799-2,,ambulatory +54,2020-11-01,5799-2,Urine leukocyte test negative (finding),ambulatory +54,2020-11-01,5797-6,,ambulatory +54,2020-11-01,5797-6,cumulus__missing-or-null,ambulatory +54,2020-11-01,5794-3,,ambulatory +54,2020-11-01,5794-3,Urine blood test = negative (finding),ambulatory +54,2020-11-01,5792-7,,ambulatory +54,2020-11-01,5792-7,cumulus__missing-or-null,ambulatory +54,2020-11-01,5778-6,,ambulatory +54,2020-11-01,5778-6,Brown color (qualifier value),ambulatory +54,2020-11-01,5770-3,,ambulatory +54,2020-11-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +54,2020-11-01,5767-9,,ambulatory +54,2020-11-01,5767-9,Cloudy urine (finding),ambulatory +54,2020-11-01,55758-7,, +54,2020-11-01,55758-7,,ambulatory +54,2020-11-01,55758-7,cumulus__missing-or-null, +54,2020-11-01,55758-7,cumulus__missing-or-null,ambulatory +54,2020-11-01,34533-0,,ambulatory +54,2020-11-01,34533-0,Urine smell ammoniacal (finding),ambulatory +54,2020-11-01,32167-9,,ambulatory +54,2020-11-01,32167-9,Translucent (qualifier value),ambulatory +54,2020-11-01,25428-4,,ambulatory +54,2020-11-01,25428-4,Urine glucose test = ++ (finding),ambulatory +54,2020-11-01,2514-8,,ambulatory +54,2020-11-01,20505-4,,ambulatory +54,2020-11-01,20505-4,cumulus__missing-or-null,ambulatory +54,2020-11-01,20454-5,,ambulatory +54,2020-09-01,3094-0,,ambulatory +54,2020-09-01,3094-0,cumulus__missing-or-null,ambulatory +54,2020-09-01,2951-2,,ambulatory +54,2020-09-01,2951-2,cumulus__missing-or-null,ambulatory +54,2020-09-01,2823-3,,ambulatory +54,2020-09-01,2823-3,cumulus__missing-or-null,ambulatory +54,2020-09-01,2345-7,,ambulatory +54,2020-09-01,2345-7,cumulus__missing-or-null,ambulatory +54,2020-09-01,2160-0,,ambulatory +54,2020-09-01,2160-0,cumulus__missing-or-null,ambulatory +54,2020-09-01,2075-0,,ambulatory +54,2020-09-01,2075-0,cumulus__missing-or-null,ambulatory +54,2020-09-01,2028-9,,ambulatory +54,2020-09-01,2028-9,cumulus__missing-or-null,ambulatory +54,2020-09-01,17861-6,,ambulatory +54,2020-09-01,17861-6,cumulus__missing-or-null,ambulatory +54,2020-03-01,,Urine protein test = ++ (finding),ambulatory +54,2020-03-01,20454-5,Urine protein test = ++ (finding),ambulatory +54,2019-12-01,,Urine smell ammoniacal (finding),ambulatory +54,2019-12-01,,Urine nitrite negative (finding),ambulatory +54,2019-12-01,,Urine leukocyte test negative (finding),ambulatory +54,2019-12-01,,Urine glucose test = ++ (finding),ambulatory +54,2019-12-01,,Urine blood test = negative (finding),ambulatory +54,2019-12-01,,Translucent (qualifier value),ambulatory +54,2019-12-01,,Finding of bilirubin in urine (finding),ambulatory +54,2019-12-01,,Cloudy urine (finding),ambulatory +54,2019-12-01,,Brown color (qualifier value),ambulatory +54,2019-12-01,5811-5,,ambulatory +54,2019-12-01,5811-5,cumulus__missing-or-null,ambulatory +54,2019-12-01,5804-0,,ambulatory +54,2019-12-01,5804-0,cumulus__missing-or-null,ambulatory +54,2019-12-01,5803-2,,ambulatory +54,2019-12-01,5803-2,cumulus__missing-or-null,ambulatory +54,2019-12-01,5802-4,,ambulatory +54,2019-12-01,5802-4,Urine nitrite negative (finding),ambulatory +54,2019-12-01,5799-2,,ambulatory +54,2019-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +54,2019-12-01,5797-6,,ambulatory +54,2019-12-01,5797-6,cumulus__missing-or-null,ambulatory +54,2019-12-01,5794-3,,ambulatory +54,2019-12-01,5794-3,Urine blood test = negative (finding),ambulatory +54,2019-12-01,5792-7,,ambulatory +54,2019-12-01,5792-7,cumulus__missing-or-null,ambulatory +54,2019-12-01,5778-6,,ambulatory +54,2019-12-01,5778-6,Brown color (qualifier value),ambulatory +54,2019-12-01,5770-3,,ambulatory +54,2019-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +54,2019-12-01,5767-9,,ambulatory +54,2019-12-01,5767-9,Cloudy urine (finding),ambulatory +54,2019-12-01,34533-0,,ambulatory +54,2019-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +54,2019-12-01,32167-9,,ambulatory +54,2019-12-01,32167-9,Translucent (qualifier value),ambulatory +54,2019-12-01,3094-0,, +54,2019-12-01,3094-0,cumulus__missing-or-null, +54,2019-12-01,2951-2,, +54,2019-12-01,2951-2,cumulus__missing-or-null, +54,2019-12-01,2823-3,, +54,2019-12-01,2823-3,cumulus__missing-or-null, +54,2019-12-01,25428-4,,ambulatory +54,2019-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +54,2019-12-01,2514-8,,ambulatory +54,2019-12-01,2345-7,, +54,2019-12-01,2345-7,cumulus__missing-or-null, +54,2019-12-01,2160-0,, +54,2019-12-01,2160-0,cumulus__missing-or-null, +54,2019-12-01,2075-0,, +54,2019-12-01,2075-0,cumulus__missing-or-null, +54,2019-12-01,20505-4,,ambulatory +54,2019-12-01,20505-4,cumulus__missing-or-null,ambulatory +54,2019-12-01,20454-5,,ambulatory +54,2019-12-01,2028-9,, +54,2019-12-01,2028-9,cumulus__missing-or-null, +54,2019-12-01,17861-6,, +54,2019-12-01,17861-6,cumulus__missing-or-null, +54,2019-11-01,70274-6,,ambulatory +54,2019-11-01,70274-6,cumulus__missing-or-null,ambulatory 54,2019-09-01,,Urine smell ammoniacal (finding), 54,2019-09-01,,Urine nitrite negative (finding), 54,2019-09-01,,Urine leukocyte test negative (finding), @@ -4502,12 +15342,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 54,2019-09-01,,Finding of bilirubin in urine (finding), 54,2019-09-01,,Cloudy urine (finding), 54,2019-09-01,,Brown color (qualifier value), +54,2019-09-01,5811-5,, +54,2019-09-01,5811-5,cumulus__missing-or-null, +54,2019-09-01,5804-0,, +54,2019-09-01,5804-0,cumulus__missing-or-null, +54,2019-09-01,5803-2,, +54,2019-09-01,5803-2,cumulus__missing-or-null, 54,2019-09-01,5802-4,, 54,2019-09-01,5802-4,Urine nitrite negative (finding), 54,2019-09-01,5799-2,, 54,2019-09-01,5799-2,Urine leukocyte test negative (finding), +54,2019-09-01,5797-6,, +54,2019-09-01,5797-6,cumulus__missing-or-null, 54,2019-09-01,5794-3,, 54,2019-09-01,5794-3,Urine blood test = negative (finding), +54,2019-09-01,5792-7,, +54,2019-09-01,5792-7,cumulus__missing-or-null, 54,2019-09-01,5778-6,, 54,2019-09-01,5778-6,Brown color (qualifier value), 54,2019-09-01,5770-3,, @@ -4521,36 +15371,72 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 54,2019-09-01,25428-4,, 54,2019-09-01,25428-4,Urine glucose test = ++ (finding), 54,2019-09-01,2514-8,, +54,2019-09-01,20505-4,, +54,2019-09-01,20505-4,cumulus__missing-or-null, 54,2019-09-01,20454-5,, -54,2018-07-01,,Urine smell ammoniacal (finding),AMB -54,2018-07-01,,Urine nitrite negative (finding),AMB -54,2018-07-01,,Urine leukocyte test negative (finding),AMB -54,2018-07-01,,Urine glucose test = ++ (finding),AMB -54,2018-07-01,,Urine blood test = negative (finding),AMB -54,2018-07-01,,Translucent (qualifier value),AMB -54,2018-07-01,,Finding of bilirubin in urine (finding),AMB -54,2018-07-01,,Cloudy urine (finding),AMB -54,2018-07-01,,Brown color (qualifier value),AMB -54,2018-07-01,5802-4,,AMB -54,2018-07-01,5802-4,Urine nitrite negative (finding),AMB -54,2018-07-01,5799-2,,AMB -54,2018-07-01,5799-2,Urine leukocyte test negative (finding),AMB -54,2018-07-01,5794-3,,AMB -54,2018-07-01,5794-3,Urine blood test = negative (finding),AMB -54,2018-07-01,5778-6,,AMB -54,2018-07-01,5778-6,Brown color (qualifier value),AMB -54,2018-07-01,5770-3,,AMB -54,2018-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -54,2018-07-01,5767-9,,AMB -54,2018-07-01,5767-9,Cloudy urine (finding),AMB -54,2018-07-01,34533-0,,AMB -54,2018-07-01,34533-0,Urine smell ammoniacal (finding),AMB -54,2018-07-01,32167-9,,AMB -54,2018-07-01,32167-9,Translucent (qualifier value),AMB -54,2018-07-01,25428-4,,AMB -54,2018-07-01,25428-4,Urine glucose test = ++ (finding),AMB -54,2018-07-01,2514-8,,AMB -54,2018-07-01,20454-5,,AMB +54,2019-08-01,3094-0,, +54,2019-08-01,3094-0,cumulus__missing-or-null, +54,2019-08-01,2951-2,, +54,2019-08-01,2951-2,cumulus__missing-or-null, +54,2019-08-01,2823-3,, +54,2019-08-01,2823-3,cumulus__missing-or-null, +54,2019-08-01,2345-7,, +54,2019-08-01,2345-7,cumulus__missing-or-null, +54,2019-08-01,2160-0,, +54,2019-08-01,2160-0,cumulus__missing-or-null, +54,2019-08-01,2075-0,, +54,2019-08-01,2075-0,cumulus__missing-or-null, +54,2019-08-01,2028-9,, +54,2019-08-01,2028-9,cumulus__missing-or-null, +54,2019-08-01,17861-6,, +54,2019-08-01,17861-6,cumulus__missing-or-null, +54,2019-03-01,70274-6,,ambulatory +54,2019-03-01,70274-6,cumulus__missing-or-null,ambulatory +54,2018-07-01,,Urine smell ammoniacal (finding),ambulatory +54,2018-07-01,,Urine nitrite negative (finding),ambulatory +54,2018-07-01,,Urine leukocyte test negative (finding),ambulatory +54,2018-07-01,,Urine glucose test = ++ (finding),ambulatory +54,2018-07-01,,Urine blood test = negative (finding),ambulatory +54,2018-07-01,,Translucent (qualifier value),ambulatory +54,2018-07-01,,Finding of bilirubin in urine (finding),ambulatory +54,2018-07-01,,Cloudy urine (finding),ambulatory +54,2018-07-01,,Brown color (qualifier value),ambulatory +54,2018-07-01,5811-5,,ambulatory +54,2018-07-01,5811-5,cumulus__missing-or-null,ambulatory +54,2018-07-01,5804-0,,ambulatory +54,2018-07-01,5804-0,cumulus__missing-or-null,ambulatory +54,2018-07-01,5803-2,,ambulatory +54,2018-07-01,5803-2,cumulus__missing-or-null,ambulatory +54,2018-07-01,5802-4,,ambulatory +54,2018-07-01,5802-4,Urine nitrite negative (finding),ambulatory +54,2018-07-01,5799-2,,ambulatory +54,2018-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +54,2018-07-01,5797-6,,ambulatory +54,2018-07-01,5797-6,cumulus__missing-or-null,ambulatory +54,2018-07-01,5794-3,,ambulatory +54,2018-07-01,5794-3,Urine blood test = negative (finding),ambulatory +54,2018-07-01,5792-7,,ambulatory +54,2018-07-01,5792-7,cumulus__missing-or-null,ambulatory +54,2018-07-01,5778-6,,ambulatory +54,2018-07-01,5778-6,Brown color (qualifier value),ambulatory +54,2018-07-01,5770-3,,ambulatory +54,2018-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +54,2018-07-01,5767-9,,ambulatory +54,2018-07-01,5767-9,Cloudy urine (finding),ambulatory +54,2018-07-01,55758-7,, +54,2018-07-01,55758-7,cumulus__missing-or-null, +54,2018-07-01,34533-0,,ambulatory +54,2018-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +54,2018-07-01,32167-9,,ambulatory +54,2018-07-01,32167-9,Translucent (qualifier value),ambulatory +54,2018-07-01,25428-4,,ambulatory +54,2018-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +54,2018-07-01,2514-8,,ambulatory +54,2018-07-01,20505-4,,ambulatory +54,2018-07-01,20505-4,cumulus__missing-or-null,ambulatory +54,2018-07-01,20454-5,,ambulatory +54,2018-02-01,55758-7,, +54,2018-02-01,55758-7,cumulus__missing-or-null, 54,2017-04-01,,Urine smell ammoniacal (finding), 54,2017-04-01,,Urine nitrite negative (finding), 54,2017-04-01,,Urine leukocyte test negative (finding), @@ -4560,12 +15446,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 54,2017-04-01,,Finding of bilirubin in urine (finding), 54,2017-04-01,,Cloudy urine (finding), 54,2017-04-01,,Brown color (qualifier value), +54,2017-04-01,5811-5,, +54,2017-04-01,5811-5,cumulus__missing-or-null, +54,2017-04-01,5804-0,, +54,2017-04-01,5804-0,cumulus__missing-or-null, +54,2017-04-01,5803-2,, +54,2017-04-01,5803-2,cumulus__missing-or-null, 54,2017-04-01,5802-4,, 54,2017-04-01,5802-4,Urine nitrite negative (finding), 54,2017-04-01,5799-2,, 54,2017-04-01,5799-2,Urine leukocyte test negative (finding), +54,2017-04-01,5797-6,, +54,2017-04-01,5797-6,cumulus__missing-or-null, 54,2017-04-01,5794-3,, 54,2017-04-01,5794-3,Urine blood test = negative (finding), +54,2017-04-01,5792-7,, +54,2017-04-01,5792-7,cumulus__missing-or-null, 54,2017-04-01,5778-6,, 54,2017-04-01,5778-6,Brown color (qualifier value), 54,2017-04-01,5770-3,, @@ -4579,119 +15475,381 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 54,2017-04-01,25428-4,, 54,2017-04-01,25428-4,Urine glucose test = ++ (finding), 54,2017-04-01,2514-8,, +54,2017-04-01,20505-4,, +54,2017-04-01,20505-4,cumulus__missing-or-null, 54,2017-04-01,20454-5,, -54,2016-07-01,,Urine smell ammoniacal (finding),AMB -54,2016-07-01,,Urine nitrite negative (finding),AMB -54,2016-07-01,,Urine leukocyte test negative (finding),AMB -54,2016-07-01,,Urine glucose test = ++ (finding),AMB -54,2016-07-01,,Urine blood test = negative (finding),AMB -54,2016-07-01,,Translucent (qualifier value),AMB -54,2016-07-01,,Finding of bilirubin in urine (finding),AMB -54,2016-07-01,,Cloudy urine (finding),AMB -54,2016-07-01,,Brown color (qualifier value),AMB -54,2016-07-01,5802-4,,AMB -54,2016-07-01,5802-4,Urine nitrite negative (finding),AMB -54,2016-07-01,5799-2,,AMB -54,2016-07-01,5799-2,Urine leukocyte test negative (finding),AMB -54,2016-07-01,5794-3,,AMB -54,2016-07-01,5794-3,Urine blood test = negative (finding),AMB -54,2016-07-01,5778-6,,AMB -54,2016-07-01,5778-6,Brown color (qualifier value),AMB -54,2016-07-01,5770-3,,AMB -54,2016-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -54,2016-07-01,5767-9,,AMB -54,2016-07-01,5767-9,Cloudy urine (finding),AMB -54,2016-07-01,34533-0,,AMB -54,2016-07-01,34533-0,Urine smell ammoniacal (finding),AMB -54,2016-07-01,32167-9,,AMB -54,2016-07-01,32167-9,Translucent (qualifier value),AMB -54,2016-07-01,25428-4,,AMB -54,2016-07-01,25428-4,Urine glucose test = ++ (finding),AMB -54,2016-07-01,2514-8,,AMB -54,2016-07-01,20454-5,,AMB -54,2016-06-01,,Urine smell ammoniacal (finding),AMB -54,2016-06-01,,Urine nitrite negative (finding),AMB -54,2016-06-01,,Urine leukocyte test negative (finding),AMB -54,2016-06-01,,Urine glucose test = ++ (finding),AMB -54,2016-06-01,,Urine blood test = negative (finding),AMB -54,2016-06-01,,Translucent (qualifier value),AMB -54,2016-06-01,,Finding of bilirubin in urine (finding),AMB -54,2016-06-01,,Cloudy urine (finding),AMB -54,2016-06-01,,Brown color (qualifier value),AMB -54,2016-06-01,5802-4,,AMB -54,2016-06-01,5802-4,Urine nitrite negative (finding),AMB -54,2016-06-01,5799-2,,AMB -54,2016-06-01,5799-2,Urine leukocyte test negative (finding),AMB -54,2016-06-01,5794-3,,AMB -54,2016-06-01,5794-3,Urine blood test = negative (finding),AMB -54,2016-06-01,5778-6,,AMB -54,2016-06-01,5778-6,Brown color (qualifier value),AMB -54,2016-06-01,5770-3,,AMB -54,2016-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -54,2016-06-01,5767-9,,AMB -54,2016-06-01,5767-9,Cloudy urine (finding),AMB -54,2016-06-01,32167-9,,AMB -54,2016-06-01,32167-9,Translucent (qualifier value),AMB -54,2016-06-01,25428-4,,AMB -54,2016-06-01,25428-4,Urine glucose test = ++ (finding),AMB -54,2016-06-01,2514-8,,AMB -54,2016-06-01,20454-5,,AMB -53,2022-08-01,,Urine smell ammoniacal (finding),AMB -53,2022-08-01,,Urine nitrite negative (finding),AMB -53,2022-08-01,,Urine leukocyte test negative (finding),AMB -53,2022-08-01,,Urine glucose test = ++ (finding),AMB -53,2022-08-01,,Urine blood test = negative (finding),AMB -53,2022-08-01,,Translucent (qualifier value),AMB -53,2022-08-01,,Finding of bilirubin in urine (finding),AMB -53,2022-08-01,,Cloudy urine (finding),AMB -53,2022-08-01,,Brown color (qualifier value),AMB -53,2022-08-01,5802-4,,AMB -53,2022-08-01,5802-4,Urine nitrite negative (finding),AMB -53,2022-08-01,5799-2,,AMB -53,2022-08-01,5799-2,Urine leukocyte test negative (finding),AMB -53,2022-08-01,5794-3,,AMB -53,2022-08-01,5794-3,Urine blood test = negative (finding),AMB -53,2022-08-01,5778-6,,AMB -53,2022-08-01,5778-6,Brown color (qualifier value),AMB -53,2022-08-01,5770-3,,AMB -53,2022-08-01,5770-3,Finding of bilirubin in urine (finding),AMB -53,2022-08-01,5767-9,,AMB -53,2022-08-01,5767-9,Cloudy urine (finding),AMB -53,2022-08-01,32167-9,,AMB -53,2022-08-01,32167-9,Translucent (qualifier value),AMB -53,2022-08-01,25428-4,,AMB -53,2022-08-01,25428-4,Urine glucose test = ++ (finding),AMB -53,2022-08-01,2514-8,,AMB -53,2022-08-01,20454-5,,AMB -53,2022-02-01,,Urine smell ammoniacal (finding),AMB -53,2022-02-01,,Urine nitrite negative (finding),AMB -53,2022-02-01,,Urine leukocyte test negative (finding),AMB -53,2022-02-01,,Urine glucose test = ++ (finding),AMB -53,2022-02-01,,Urine blood test = negative (finding),AMB -53,2022-02-01,,Translucent (qualifier value),AMB -53,2022-02-01,,Finding of bilirubin in urine (finding),AMB -53,2022-02-01,,Cloudy urine (finding),AMB -53,2022-02-01,,Brown color (qualifier value),AMB -53,2022-02-01,5802-4,,AMB -53,2022-02-01,5802-4,Urine nitrite negative (finding),AMB -53,2022-02-01,5799-2,,AMB -53,2022-02-01,5799-2,Urine leukocyte test negative (finding),AMB -53,2022-02-01,5794-3,,AMB -53,2022-02-01,5794-3,Urine blood test = negative (finding),AMB -53,2022-02-01,5778-6,,AMB -53,2022-02-01,5778-6,Brown color (qualifier value),AMB -53,2022-02-01,5770-3,,AMB -53,2022-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -53,2022-02-01,5767-9,,AMB -53,2022-02-01,5767-9,Cloudy urine (finding),AMB -53,2022-02-01,34533-0,,AMB -53,2022-02-01,34533-0,Urine smell ammoniacal (finding),AMB -53,2022-02-01,32167-9,,AMB -53,2022-02-01,32167-9,Translucent (qualifier value),AMB -53,2022-02-01,25428-4,,AMB -53,2022-02-01,25428-4,Urine glucose test = ++ (finding),AMB -53,2022-02-01,2514-8,,AMB -53,2022-02-01,20454-5,,AMB +54,2017-03-01,70274-6,,ambulatory +54,2017-03-01,70274-6,cumulus__missing-or-null,ambulatory +54,2016-12-01,3094-0,, +54,2016-12-01,3094-0,cumulus__missing-or-null, +54,2016-12-01,2951-2,, +54,2016-12-01,2951-2,cumulus__missing-or-null, +54,2016-12-01,2823-3,, +54,2016-12-01,2823-3,cumulus__missing-or-null, +54,2016-12-01,2345-7,, +54,2016-12-01,2345-7,cumulus__missing-or-null, +54,2016-12-01,2160-0,, +54,2016-12-01,2160-0,cumulus__missing-or-null, +54,2016-12-01,2075-0,, +54,2016-12-01,2075-0,cumulus__missing-or-null, +54,2016-12-01,2028-9,, +54,2016-12-01,2028-9,cumulus__missing-or-null, +54,2016-12-01,17861-6,, +54,2016-12-01,17861-6,cumulus__missing-or-null, +54,2016-09-01,3094-0,,ambulatory +54,2016-09-01,3094-0,cumulus__missing-or-null,ambulatory +54,2016-09-01,2951-2,,ambulatory +54,2016-09-01,2951-2,cumulus__missing-or-null,ambulatory +54,2016-09-01,2823-3,,ambulatory +54,2016-09-01,2823-3,cumulus__missing-or-null,ambulatory +54,2016-09-01,2345-7,,ambulatory +54,2016-09-01,2345-7,cumulus__missing-or-null,ambulatory +54,2016-09-01,2160-0,,ambulatory +54,2016-09-01,2160-0,cumulus__missing-or-null,ambulatory +54,2016-09-01,2075-0,,ambulatory +54,2016-09-01,2075-0,cumulus__missing-or-null,ambulatory +54,2016-09-01,2028-9,,ambulatory +54,2016-09-01,2028-9,cumulus__missing-or-null,ambulatory +54,2016-09-01,17861-6,,ambulatory +54,2016-09-01,17861-6,cumulus__missing-or-null,ambulatory +54,2016-07-01,,Urine smell ammoniacal (finding),ambulatory +54,2016-07-01,,Urine nitrite negative (finding),ambulatory +54,2016-07-01,,Urine leukocyte test negative (finding),ambulatory +54,2016-07-01,,Urine glucose test = ++ (finding),ambulatory +54,2016-07-01,,Urine blood test = negative (finding),ambulatory +54,2016-07-01,,Translucent (qualifier value),ambulatory +54,2016-07-01,,Finding of bilirubin in urine (finding),ambulatory +54,2016-07-01,,Cloudy urine (finding),ambulatory +54,2016-07-01,,Brown color (qualifier value),ambulatory +54,2016-07-01,5811-5,,ambulatory +54,2016-07-01,5811-5,cumulus__missing-or-null,ambulatory +54,2016-07-01,5804-0,,ambulatory +54,2016-07-01,5804-0,cumulus__missing-or-null,ambulatory +54,2016-07-01,5803-2,,ambulatory +54,2016-07-01,5803-2,cumulus__missing-or-null,ambulatory +54,2016-07-01,5802-4,,ambulatory +54,2016-07-01,5802-4,Urine nitrite negative (finding),ambulatory +54,2016-07-01,5799-2,,ambulatory +54,2016-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +54,2016-07-01,5797-6,,ambulatory +54,2016-07-01,5797-6,cumulus__missing-or-null,ambulatory +54,2016-07-01,5794-3,,ambulatory +54,2016-07-01,5794-3,Urine blood test = negative (finding),ambulatory +54,2016-07-01,5792-7,,ambulatory +54,2016-07-01,5792-7,cumulus__missing-or-null,ambulatory +54,2016-07-01,5778-6,,ambulatory +54,2016-07-01,5778-6,Brown color (qualifier value),ambulatory +54,2016-07-01,5770-3,,ambulatory +54,2016-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +54,2016-07-01,5767-9,,ambulatory +54,2016-07-01,5767-9,Cloudy urine (finding),ambulatory +54,2016-07-01,55758-7,,ambulatory +54,2016-07-01,55758-7,cumulus__missing-or-null,ambulatory +54,2016-07-01,34533-0,,ambulatory +54,2016-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +54,2016-07-01,32167-9,,ambulatory +54,2016-07-01,32167-9,Translucent (qualifier value),ambulatory +54,2016-07-01,3094-0,, +54,2016-07-01,3094-0,cumulus__missing-or-null, +54,2016-07-01,2951-2,, +54,2016-07-01,2951-2,cumulus__missing-or-null, +54,2016-07-01,2823-3,, +54,2016-07-01,2823-3,cumulus__missing-or-null, +54,2016-07-01,25428-4,,ambulatory +54,2016-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +54,2016-07-01,2514-8,,ambulatory +54,2016-07-01,2345-7,, +54,2016-07-01,2345-7,cumulus__missing-or-null, +54,2016-07-01,2160-0,, +54,2016-07-01,2160-0,cumulus__missing-or-null, +54,2016-07-01,2075-0,, +54,2016-07-01,2075-0,cumulus__missing-or-null, +54,2016-07-01,20505-4,,ambulatory +54,2016-07-01,20505-4,cumulus__missing-or-null,ambulatory +54,2016-07-01,20454-5,,ambulatory +54,2016-07-01,2028-9,, +54,2016-07-01,2028-9,cumulus__missing-or-null, +54,2016-07-01,17861-6,, +54,2016-07-01,17861-6,cumulus__missing-or-null, +54,2016-06-01,,Urine smell ammoniacal (finding),ambulatory +54,2016-06-01,,Urine nitrite negative (finding),ambulatory +54,2016-06-01,,Urine leukocyte test negative (finding),ambulatory +54,2016-06-01,,Urine glucose test = ++ (finding),ambulatory +54,2016-06-01,,Urine blood test = negative (finding),ambulatory +54,2016-06-01,,Translucent (qualifier value),ambulatory +54,2016-06-01,,Finding of bilirubin in urine (finding),ambulatory +54,2016-06-01,,Cloudy urine (finding),ambulatory +54,2016-06-01,,Brown color (qualifier value),ambulatory +54,2016-06-01,70274-6,, +54,2016-06-01,70274-6,cumulus__missing-or-null, +54,2016-06-01,5811-5,,ambulatory +54,2016-06-01,5811-5,cumulus__missing-or-null,ambulatory +54,2016-06-01,5804-0,,ambulatory +54,2016-06-01,5804-0,cumulus__missing-or-null,ambulatory +54,2016-06-01,5803-2,,ambulatory +54,2016-06-01,5803-2,cumulus__missing-or-null,ambulatory +54,2016-06-01,5802-4,,ambulatory +54,2016-06-01,5802-4,Urine nitrite negative (finding),ambulatory +54,2016-06-01,5799-2,,ambulatory +54,2016-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +54,2016-06-01,5797-6,,ambulatory +54,2016-06-01,5797-6,cumulus__missing-or-null,ambulatory +54,2016-06-01,5794-3,,ambulatory +54,2016-06-01,5794-3,Urine blood test = negative (finding),ambulatory +54,2016-06-01,5792-7,,ambulatory +54,2016-06-01,5792-7,cumulus__missing-or-null,ambulatory +54,2016-06-01,5778-6,,ambulatory +54,2016-06-01,5778-6,Brown color (qualifier value),ambulatory +54,2016-06-01,5770-3,,ambulatory +54,2016-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +54,2016-06-01,5767-9,Cloudy urine (finding),ambulatory +54,2016-06-01,4548-4,,ambulatory +54,2016-06-01,4548-4,cumulus__missing-or-null,ambulatory +54,2016-06-01,32167-9,,ambulatory +54,2016-06-01,32167-9,Translucent (qualifier value),ambulatory +54,2016-06-01,3094-0,, +54,2016-06-01,3094-0,cumulus__missing-or-null, +54,2016-06-01,2951-2,, +54,2016-06-01,2951-2,cumulus__missing-or-null, +54,2016-06-01,2823-3,, +54,2016-06-01,2823-3,cumulus__missing-or-null, +54,2016-06-01,25428-4,,ambulatory +54,2016-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +54,2016-06-01,2514-8,,ambulatory +54,2016-06-01,2345-7,, +54,2016-06-01,2345-7,cumulus__missing-or-null, +54,2016-06-01,2160-0,, +54,2016-06-01,2160-0,cumulus__missing-or-null, +54,2016-06-01,2075-0,, +54,2016-06-01,2075-0,cumulus__missing-or-null, +54,2016-06-01,20505-4,,ambulatory +54,2016-06-01,20505-4,cumulus__missing-or-null,ambulatory +54,2016-06-01,20454-5,,ambulatory +54,2016-06-01,2028-9,, +54,2016-06-01,2028-9,cumulus__missing-or-null, +54,2016-06-01,17861-6,, +54,2016-06-01,17861-6,cumulus__missing-or-null, +53,,,,virtual +53,,,cumulus__missing-or-null,virtual +53,,X9999-0,, +53,,X9999-0,cumulus__missing-or-null, +53,,7258-7,, +53,,7258-7,,ambulatory +53,,7258-7,cumulus__missing-or-null, +53,,7258-7,cumulus__missing-or-null,ambulatory +53,,6844-5,, +53,,6844-5,,ambulatory +53,,6844-5,cumulus__missing-or-null, +53,,6844-5,cumulus__missing-or-null,ambulatory +53,,6833-8,, +53,,6833-8,,ambulatory +53,,6833-8,cumulus__missing-or-null, +53,,6833-8,cumulus__missing-or-null,ambulatory +53,,6276-0,, +53,,6276-0,,ambulatory +53,,6276-0,cumulus__missing-or-null, +53,,6276-0,cumulus__missing-or-null,ambulatory +53,,6273-7,, +53,,6273-7,,ambulatory +53,,6273-7,cumulus__missing-or-null, +53,,6273-7,cumulus__missing-or-null,ambulatory +53,,6248-9,, +53,,6248-9,,ambulatory +53,,6248-9,cumulus__missing-or-null, +53,,6248-9,cumulus__missing-or-null,ambulatory +53,,6246-3,, +53,,6246-3,,ambulatory +53,,6246-3,cumulus__missing-or-null, +53,,6246-3,cumulus__missing-or-null,ambulatory +53,,6206-7,, +53,,6206-7,,ambulatory +53,,6206-7,cumulus__missing-or-null, +53,,6206-7,cumulus__missing-or-null,ambulatory +53,,6189-5,, +53,,6189-5,,ambulatory +53,,6189-5,cumulus__missing-or-null, +53,,6189-5,cumulus__missing-or-null,ambulatory +53,,6158-0,, +53,,6158-0,,ambulatory +53,,6158-0,cumulus__missing-or-null, +53,,6158-0,cumulus__missing-or-null,ambulatory +53,,6106-9,, +53,,6106-9,,ambulatory +53,,6106-9,cumulus__missing-or-null, +53,,6106-9,cumulus__missing-or-null,ambulatory +53,,6095-4,, +53,,6095-4,,ambulatory +53,,6095-4,cumulus__missing-or-null, +53,,6095-4,cumulus__missing-or-null,ambulatory +53,,6085-5,, +53,,6085-5,,ambulatory +53,,6085-5,cumulus__missing-or-null, +53,,6085-5,cumulus__missing-or-null,ambulatory +53,,6082-2,, +53,,6082-2,,ambulatory +53,,6082-2,cumulus__missing-or-null, +53,,6082-2,cumulus__missing-or-null,ambulatory +53,,6075-6,, +53,,6075-6,,ambulatory +53,,6075-6,cumulus__missing-or-null, +53,,6075-6,cumulus__missing-or-null,ambulatory +53,2022-11-01,70274-6,, +53,2022-11-01,70274-6,cumulus__missing-or-null, +53,2022-11-01,55758-7,,ambulatory +53,2022-11-01,55758-7,cumulus__missing-or-null,ambulatory +53,2022-09-01,2571-8,, +53,2022-09-01,2571-8,cumulus__missing-or-null, +53,2022-09-01,2093-3,, +53,2022-09-01,2093-3,cumulus__missing-or-null, +53,2022-09-01,2085-9,, +53,2022-09-01,2085-9,cumulus__missing-or-null, +53,2022-09-01,18262-6,, +53,2022-09-01,18262-6,cumulus__missing-or-null, +53,2022-08-01,,Urine smell ammoniacal (finding),ambulatory +53,2022-08-01,,Urine nitrite negative (finding),ambulatory +53,2022-08-01,,Urine leukocyte test negative (finding),ambulatory +53,2022-08-01,,Urine glucose test = ++ (finding),ambulatory +53,2022-08-01,,Urine blood test = negative (finding),ambulatory +53,2022-08-01,,Translucent (qualifier value),ambulatory +53,2022-08-01,,Finding of bilirubin in urine (finding),ambulatory +53,2022-08-01,,Cloudy urine (finding),ambulatory +53,2022-08-01,,Brown color (qualifier value),ambulatory +53,2022-08-01,5811-5,,ambulatory +53,2022-08-01,5811-5,cumulus__missing-or-null,ambulatory +53,2022-08-01,5804-0,,ambulatory +53,2022-08-01,5804-0,cumulus__missing-or-null,ambulatory +53,2022-08-01,5803-2,,ambulatory +53,2022-08-01,5803-2,cumulus__missing-or-null,ambulatory +53,2022-08-01,5802-4,,ambulatory +53,2022-08-01,5802-4,Urine nitrite negative (finding),ambulatory +53,2022-08-01,5799-2,,ambulatory +53,2022-08-01,5799-2,Urine leukocyte test negative (finding),ambulatory +53,2022-08-01,5797-6,,ambulatory +53,2022-08-01,5797-6,cumulus__missing-or-null,ambulatory +53,2022-08-01,5794-3,,ambulatory +53,2022-08-01,5794-3,Urine blood test = negative (finding),ambulatory +53,2022-08-01,5792-7,,ambulatory +53,2022-08-01,5792-7,cumulus__missing-or-null,ambulatory +53,2022-08-01,5778-6,,ambulatory +53,2022-08-01,5778-6,Brown color (qualifier value),ambulatory +53,2022-08-01,5770-3,,ambulatory +53,2022-08-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +53,2022-08-01,5767-9,Cloudy urine (finding),ambulatory +53,2022-08-01,32167-9,,ambulatory +53,2022-08-01,32167-9,Translucent (qualifier value),ambulatory +53,2022-08-01,25428-4,,ambulatory +53,2022-08-01,25428-4,Urine glucose test = ++ (finding),ambulatory +53,2022-08-01,2514-8,,ambulatory +53,2022-08-01,20505-4,,ambulatory +53,2022-08-01,20505-4,cumulus__missing-or-null,ambulatory +53,2022-08-01,20454-5,,ambulatory +53,2022-02-01,,Urine smell ammoniacal (finding),ambulatory +53,2022-02-01,,Urine nitrite negative (finding),ambulatory +53,2022-02-01,,Urine leukocyte test negative (finding),ambulatory +53,2022-02-01,,Urine glucose test = ++ (finding),ambulatory +53,2022-02-01,,Urine blood test = negative (finding),ambulatory +53,2022-02-01,,Translucent (qualifier value),ambulatory +53,2022-02-01,,Finding of bilirubin in urine (finding),ambulatory +53,2022-02-01,,Cloudy urine (finding),ambulatory +53,2022-02-01,,Brown color (qualifier value),ambulatory +53,2022-02-01,5811-5,,ambulatory +53,2022-02-01,5811-5,cumulus__missing-or-null,ambulatory +53,2022-02-01,5804-0,,ambulatory +53,2022-02-01,5804-0,cumulus__missing-or-null,ambulatory +53,2022-02-01,5803-2,,ambulatory +53,2022-02-01,5803-2,cumulus__missing-or-null,ambulatory +53,2022-02-01,5802-4,,ambulatory +53,2022-02-01,5802-4,Urine nitrite negative (finding),ambulatory +53,2022-02-01,5799-2,,ambulatory +53,2022-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +53,2022-02-01,5797-6,,ambulatory +53,2022-02-01,5797-6,cumulus__missing-or-null,ambulatory +53,2022-02-01,5794-3,,ambulatory +53,2022-02-01,5794-3,Urine blood test = negative (finding),ambulatory +53,2022-02-01,5792-7,,ambulatory +53,2022-02-01,5792-7,cumulus__missing-or-null,ambulatory +53,2022-02-01,5778-6,,ambulatory +53,2022-02-01,5778-6,Brown color (qualifier value),ambulatory +53,2022-02-01,5770-3,,ambulatory +53,2022-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +53,2022-02-01,5767-9,,ambulatory +53,2022-02-01,5767-9,Cloudy urine (finding),ambulatory +53,2022-02-01,34533-0,,ambulatory +53,2022-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +53,2022-02-01,32167-9,,ambulatory +53,2022-02-01,32167-9,Translucent (qualifier value),ambulatory +53,2022-02-01,25428-4,,ambulatory +53,2022-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +53,2022-02-01,2514-8,,ambulatory +53,2022-02-01,20505-4,,ambulatory +53,2022-02-01,20505-4,cumulus__missing-or-null,ambulatory +53,2022-02-01,20454-5,,ambulatory +53,2021-12-01,3094-0,, +53,2021-12-01,3094-0,cumulus__missing-or-null, +53,2021-12-01,2951-2,, +53,2021-12-01,2951-2,cumulus__missing-or-null, +53,2021-12-01,2823-3,, +53,2021-12-01,2823-3,cumulus__missing-or-null, +53,2021-12-01,2345-7,, +53,2021-12-01,2345-7,cumulus__missing-or-null, +53,2021-12-01,2160-0,, +53,2021-12-01,2160-0,cumulus__missing-or-null, +53,2021-12-01,2075-0,, +53,2021-12-01,2075-0,cumulus__missing-or-null, +53,2021-12-01,2028-9,, +53,2021-12-01,2028-9,cumulus__missing-or-null, +53,2021-12-01,17861-6,, +53,2021-12-01,17861-6,cumulus__missing-or-null, +53,2021-11-01,3094-0,, +53,2021-11-01,3094-0,cumulus__missing-or-null, +53,2021-11-01,2951-2,, +53,2021-11-01,2951-2,cumulus__missing-or-null, +53,2021-11-01,2823-3,, +53,2021-11-01,2823-3,cumulus__missing-or-null, +53,2021-11-01,2345-7,, +53,2021-11-01,2345-7,cumulus__missing-or-null, +53,2021-11-01,2160-0,, +53,2021-11-01,2160-0,cumulus__missing-or-null, +53,2021-11-01,2075-0,, +53,2021-11-01,2075-0,cumulus__missing-or-null, +53,2021-11-01,2028-9,, +53,2021-11-01,2028-9,cumulus__missing-or-null, +53,2021-11-01,17861-6,, +53,2021-11-01,17861-6,cumulus__missing-or-null, +53,2021-09-01,3094-0,,ambulatory +53,2021-09-01,3094-0,cumulus__missing-or-null,ambulatory +53,2021-09-01,2951-2,,ambulatory +53,2021-09-01,2951-2,cumulus__missing-or-null,ambulatory +53,2021-09-01,2823-3,,ambulatory +53,2021-09-01,2823-3,cumulus__missing-or-null,ambulatory +53,2021-09-01,2345-7,,ambulatory +53,2021-09-01,2345-7,cumulus__missing-or-null,ambulatory +53,2021-09-01,2160-0,,ambulatory +53,2021-09-01,2160-0,cumulus__missing-or-null,ambulatory +53,2021-09-01,2075-0,,ambulatory +53,2021-09-01,2075-0,cumulus__missing-or-null,ambulatory +53,2021-09-01,2028-9,,ambulatory +53,2021-09-01,2028-9,cumulus__missing-or-null,ambulatory +53,2021-09-01,17861-6,,ambulatory +53,2021-09-01,17861-6,cumulus__missing-or-null,ambulatory +53,2020-12-01,70274-6,, +53,2020-12-01,70274-6,cumulus__missing-or-null, +53,2020-08-01,3094-0,,ambulatory +53,2020-08-01,3094-0,cumulus__missing-or-null,ambulatory +53,2020-08-01,2951-2,,ambulatory +53,2020-08-01,2951-2,cumulus__missing-or-null,ambulatory +53,2020-08-01,2823-3,,ambulatory +53,2020-08-01,2823-3,cumulus__missing-or-null,ambulatory +53,2020-08-01,2345-7,,ambulatory +53,2020-08-01,2345-7,cumulus__missing-or-null,ambulatory +53,2020-08-01,2160-0,,ambulatory +53,2020-08-01,2160-0,cumulus__missing-or-null,ambulatory +53,2020-08-01,2075-0,,ambulatory +53,2020-08-01,2075-0,cumulus__missing-or-null,ambulatory +53,2020-08-01,2028-9,,ambulatory +53,2020-08-01,2028-9,cumulus__missing-or-null,ambulatory +53,2020-08-01,17861-6,,ambulatory +53,2020-08-01,17861-6,cumulus__missing-or-null,ambulatory 53,2020-07-01,,Urine smell ammoniacal (finding), 53,2020-07-01,,Urine nitrite negative (finding), 53,2020-07-01,,Urine leukocyte test negative (finding), @@ -4701,15 +15859,17 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 53,2020-07-01,,Finding of bilirubin in urine (finding), 53,2020-07-01,,Cloudy urine (finding), 53,2020-07-01,,Brown color (qualifier value), -53,2020-07-01,5802-4,, +53,2020-07-01,5804-0,, +53,2020-07-01,5804-0,cumulus__missing-or-null, 53,2020-07-01,5802-4,Urine nitrite negative (finding), -53,2020-07-01,5799-2,, 53,2020-07-01,5799-2,Urine leukocyte test negative (finding), -53,2020-07-01,5794-3,, +53,2020-07-01,5797-6,, +53,2020-07-01,5797-6,cumulus__missing-or-null, 53,2020-07-01,5794-3,Urine blood test = negative (finding), +53,2020-07-01,5792-7,, +53,2020-07-01,5792-7,cumulus__missing-or-null, 53,2020-07-01,5778-6,, 53,2020-07-01,5778-6,Brown color (qualifier value), -53,2020-07-01,5770-3,, 53,2020-07-01,5770-3,Finding of bilirubin in urine (finding), 53,2020-07-01,5767-9,, 53,2020-07-01,5767-9,Cloudy urine (finding), @@ -4717,192 +15877,767 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 53,2020-07-01,34533-0,Urine smell ammoniacal (finding), 53,2020-07-01,32167-9,, 53,2020-07-01,32167-9,Translucent (qualifier value), -53,2020-07-01,25428-4,, 53,2020-07-01,25428-4,Urine glucose test = ++ (finding), -53,2020-07-01,2514-8,, -53,2020-07-01,20454-5,, -53,2017-07-01,,Urine smell ammoniacal (finding),AMB -53,2017-07-01,,Urine nitrite negative (finding),AMB -53,2017-07-01,,Urine leukocyte test negative (finding),AMB -53,2017-07-01,,Urine glucose test = ++ (finding),AMB -53,2017-07-01,,Urine blood test = negative (finding),AMB -53,2017-07-01,,Translucent (qualifier value),AMB -53,2017-07-01,,Finding of bilirubin in urine (finding),AMB -53,2017-07-01,,Cloudy urine (finding),AMB -53,2017-07-01,,Brown color (qualifier value),AMB -53,2017-07-01,5802-4,,AMB -53,2017-07-01,5802-4,Urine nitrite negative (finding),AMB -53,2017-07-01,5799-2,,AMB -53,2017-07-01,5799-2,Urine leukocyte test negative (finding),AMB -53,2017-07-01,5794-3,,AMB -53,2017-07-01,5794-3,Urine blood test = negative (finding),AMB -53,2017-07-01,5778-6,,AMB -53,2017-07-01,5778-6,Brown color (qualifier value),AMB -53,2017-07-01,5770-3,,AMB -53,2017-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -53,2017-07-01,5767-9,,AMB -53,2017-07-01,5767-9,Cloudy urine (finding),AMB -53,2017-07-01,34533-0,,AMB -53,2017-07-01,34533-0,Urine smell ammoniacal (finding),AMB -53,2017-07-01,32167-9,,AMB -53,2017-07-01,32167-9,Translucent (qualifier value),AMB -53,2017-07-01,25428-4,,AMB -53,2017-07-01,25428-4,Urine glucose test = ++ (finding),AMB -53,2017-07-01,2514-8,,AMB -53,2017-07-01,20454-5,,AMB -53,2017-03-01,,Urine smell ammoniacal (finding),AMB -53,2017-03-01,,Urine nitrite negative (finding),AMB -53,2017-03-01,,Urine leukocyte test negative (finding),AMB -53,2017-03-01,,Urine glucose test = ++ (finding),AMB -53,2017-03-01,,Urine blood test = negative (finding),AMB -53,2017-03-01,,Translucent (qualifier value),AMB -53,2017-03-01,,Finding of bilirubin in urine (finding),AMB -53,2017-03-01,,Cloudy urine (finding),AMB -53,2017-03-01,,Brown color (qualifier value),AMB -53,2017-03-01,5802-4,,AMB -53,2017-03-01,5802-4,Urine nitrite negative (finding),AMB -53,2017-03-01,5799-2,,AMB -53,2017-03-01,5799-2,Urine leukocyte test negative (finding),AMB -53,2017-03-01,5794-3,,AMB -53,2017-03-01,5794-3,Urine blood test = negative (finding),AMB -53,2017-03-01,5778-6,,AMB -53,2017-03-01,5778-6,Brown color (qualifier value),AMB -53,2017-03-01,5770-3,,AMB -53,2017-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -53,2017-03-01,5767-9,,AMB -53,2017-03-01,5767-9,Cloudy urine (finding),AMB -53,2017-03-01,34533-0,,AMB -53,2017-03-01,34533-0,Urine smell ammoniacal (finding),AMB -53,2017-03-01,32167-9,,AMB -53,2017-03-01,32167-9,Translucent (qualifier value),AMB -53,2017-03-01,25428-4,,AMB -53,2017-03-01,25428-4,Urine glucose test = ++ (finding),AMB -53,2017-03-01,2514-8,,AMB -53,2017-03-01,20454-5,,AMB -53,2016-06-01,34533-0,,AMB -53,2016-06-01,34533-0,Urine smell ammoniacal (finding),AMB -52,2022-08-01,34533-0,,AMB -52,2022-08-01,34533-0,Urine smell ammoniacal (finding),AMB -52,2018-02-01,,Urine smell ammoniacal (finding),AMB -52,2018-02-01,,Urine nitrite negative (finding),AMB -52,2018-02-01,,Urine leukocyte test negative (finding),AMB -52,2018-02-01,,Urine glucose test = ++ (finding),AMB -52,2018-02-01,,Urine blood test = negative (finding),AMB -52,2018-02-01,,Translucent (qualifier value),AMB -52,2018-02-01,,Finding of bilirubin in urine (finding),AMB -52,2018-02-01,,Cloudy urine (finding),AMB -52,2018-02-01,,Brown color (qualifier value),AMB -52,2018-02-01,5802-4,,AMB -52,2018-02-01,5802-4,Urine nitrite negative (finding),AMB -52,2018-02-01,5799-2,,AMB -52,2018-02-01,5799-2,Urine leukocyte test negative (finding),AMB -52,2018-02-01,5794-3,,AMB -52,2018-02-01,5794-3,Urine blood test = negative (finding),AMB -52,2018-02-01,5778-6,,AMB -52,2018-02-01,5778-6,Brown color (qualifier value),AMB -52,2018-02-01,5770-3,,AMB -52,2018-02-01,5770-3,Finding of bilirubin in urine (finding),AMB -52,2018-02-01,5767-9,,AMB -52,2018-02-01,5767-9,Cloudy urine (finding),AMB -52,2018-02-01,32167-9,,AMB -52,2018-02-01,32167-9,Translucent (qualifier value),AMB -52,2018-02-01,25428-4,,AMB -52,2018-02-01,25428-4,Urine glucose test = ++ (finding),AMB -52,2018-02-01,2514-8,,AMB -52,2018-02-01,20454-5,,AMB -52,2017-09-01,,Urine smell ammoniacal (finding),AMB -52,2017-09-01,,Urine nitrite negative (finding),AMB -52,2017-09-01,,Urine leukocyte test negative (finding),AMB -52,2017-09-01,,Urine glucose test = ++ (finding),AMB -52,2017-09-01,,Urine blood test = negative (finding),AMB -52,2017-09-01,,Translucent (qualifier value),AMB -52,2017-09-01,,Finding of bilirubin in urine (finding),AMB -52,2017-09-01,,Cloudy urine (finding),AMB -52,2017-09-01,,Brown color (qualifier value),AMB -52,2017-09-01,5802-4,,AMB -52,2017-09-01,5802-4,Urine nitrite negative (finding),AMB -52,2017-09-01,5799-2,,AMB -52,2017-09-01,5799-2,Urine leukocyte test negative (finding),AMB -52,2017-09-01,5794-3,,AMB -52,2017-09-01,5794-3,Urine blood test = negative (finding),AMB -52,2017-09-01,5778-6,,AMB -52,2017-09-01,5778-6,Brown color (qualifier value),AMB -52,2017-09-01,5770-3,,AMB -52,2017-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -52,2017-09-01,5767-9,,AMB -52,2017-09-01,5767-9,Cloudy urine (finding),AMB -52,2017-09-01,34533-0,,AMB -52,2017-09-01,34533-0,Urine smell ammoniacal (finding),AMB -52,2017-09-01,32167-9,,AMB -52,2017-09-01,32167-9,Translucent (qualifier value),AMB -52,2017-09-01,25428-4,,AMB -52,2017-09-01,25428-4,Urine glucose test = ++ (finding),AMB -52,2017-09-01,2514-8,,AMB -52,2017-09-01,20454-5,,AMB -51,,,Urine protein test = + (finding),EMER -51,,,Urine ketone test = trace (finding),EMER -51,,2514-8,Urine ketone test = trace (finding),EMER -51,,20454-5,Urine protein test = + (finding),EMER -51,2018-02-01,34533-0,,AMB -51,2018-02-01,34533-0,Urine smell ammoniacal (finding),AMB -50,2022-12-01,,Urine smell ammoniacal (finding),AMB -50,2022-12-01,,Urine nitrite negative (finding),AMB -50,2022-12-01,,Urine leukocyte test negative (finding),AMB -50,2022-12-01,,Urine glucose test = ++ (finding),AMB -50,2022-12-01,,Urine blood test = negative (finding),AMB -50,2022-12-01,,Translucent (qualifier value),AMB -50,2022-12-01,,Finding of bilirubin in urine (finding),AMB -50,2022-12-01,,Cloudy urine (finding),AMB -50,2022-12-01,,Brown color (qualifier value),AMB -50,2022-12-01,5802-4,,AMB -50,2022-12-01,5802-4,Urine nitrite negative (finding),AMB -50,2022-12-01,5799-2,,AMB -50,2022-12-01,5799-2,Urine leukocyte test negative (finding),AMB -50,2022-12-01,5794-3,,AMB -50,2022-12-01,5794-3,Urine blood test = negative (finding),AMB -50,2022-12-01,5778-6,,AMB -50,2022-12-01,5778-6,Brown color (qualifier value),AMB -50,2022-12-01,5770-3,,AMB -50,2022-12-01,5770-3,Finding of bilirubin in urine (finding),AMB -50,2022-12-01,5767-9,,AMB -50,2022-12-01,5767-9,Cloudy urine (finding),AMB -50,2022-12-01,34533-0,,AMB -50,2022-12-01,34533-0,Urine smell ammoniacal (finding),AMB -50,2022-12-01,32167-9,,AMB -50,2022-12-01,32167-9,Translucent (qualifier value),AMB -50,2022-12-01,25428-4,,AMB -50,2022-12-01,25428-4,Urine glucose test = ++ (finding),AMB -50,2022-12-01,2514-8,,AMB -50,2022-12-01,20454-5,,AMB -50,2021-03-01,,Urine smell ammoniacal (finding),AMB -50,2021-03-01,,Urine nitrite negative (finding),AMB -50,2021-03-01,,Urine leukocyte test negative (finding),AMB -50,2021-03-01,,Urine glucose test = ++ (finding),AMB -50,2021-03-01,,Urine blood test = negative (finding),AMB -50,2021-03-01,,Translucent (qualifier value),AMB -50,2021-03-01,,Finding of bilirubin in urine (finding),AMB -50,2021-03-01,,Cloudy urine (finding),AMB -50,2021-03-01,,Brown color (qualifier value),AMB -50,2021-03-01,5802-4,,AMB -50,2021-03-01,5802-4,Urine nitrite negative (finding),AMB -50,2021-03-01,5799-2,,AMB -50,2021-03-01,5799-2,Urine leukocyte test negative (finding),AMB -50,2021-03-01,5794-3,,AMB -50,2021-03-01,5794-3,Urine blood test = negative (finding),AMB -50,2021-03-01,5778-6,,AMB -50,2021-03-01,5778-6,Brown color (qualifier value),AMB -50,2021-03-01,5770-3,,AMB -50,2021-03-01,5770-3,Finding of bilirubin in urine (finding),AMB -50,2021-03-01,5767-9,,AMB -50,2021-03-01,5767-9,Cloudy urine (finding),AMB -50,2021-03-01,34533-0,,AMB -50,2021-03-01,34533-0,Urine smell ammoniacal (finding),AMB -50,2021-03-01,32167-9,,AMB -50,2021-03-01,32167-9,Translucent (qualifier value),AMB -50,2021-03-01,25428-4,,AMB -50,2021-03-01,25428-4,Urine glucose test = ++ (finding),AMB -50,2021-03-01,2514-8,,AMB -50,2021-03-01,20454-5,,AMB +53,2020-07-01,20505-4,, +53,2020-07-01,20505-4,cumulus__missing-or-null, +53,2020-04-01,3094-0,, +53,2020-04-01,3094-0,cumulus__missing-or-null, +53,2020-04-01,2951-2,, +53,2020-04-01,2951-2,cumulus__missing-or-null, +53,2020-04-01,2823-3,, +53,2020-04-01,2823-3,cumulus__missing-or-null, +53,2020-04-01,2345-7,, +53,2020-04-01,2345-7,cumulus__missing-or-null, +53,2020-04-01,2160-0,, +53,2020-04-01,2160-0,cumulus__missing-or-null, +53,2020-04-01,2075-0,, +53,2020-04-01,2075-0,cumulus__missing-or-null, +53,2020-04-01,2028-9,, +53,2020-04-01,2028-9,cumulus__missing-or-null, +53,2020-04-01,17861-6,, +53,2020-04-01,17861-6,cumulus__missing-or-null, +53,2019-09-01,4548-4,,ambulatory +53,2019-09-01,4548-4,cumulus__missing-or-null,ambulatory +53,2019-08-01,70274-6,, +53,2019-08-01,70274-6,cumulus__missing-or-null, +53,2019-08-01,3094-0,,ambulatory +53,2019-08-01,3094-0,cumulus__missing-or-null,ambulatory +53,2019-08-01,2951-2,,ambulatory +53,2019-08-01,2951-2,cumulus__missing-or-null,ambulatory +53,2019-08-01,2823-3,,ambulatory +53,2019-08-01,2823-3,cumulus__missing-or-null,ambulatory +53,2019-08-01,2345-7,,ambulatory +53,2019-08-01,2345-7,cumulus__missing-or-null,ambulatory +53,2019-08-01,2160-0,,ambulatory +53,2019-08-01,2160-0,cumulus__missing-or-null,ambulatory +53,2019-08-01,2075-0,,ambulatory +53,2019-08-01,2075-0,cumulus__missing-or-null,ambulatory +53,2019-08-01,2028-9,,ambulatory +53,2019-08-01,2028-9,cumulus__missing-or-null,ambulatory +53,2019-08-01,17861-6,,ambulatory +53,2019-08-01,17861-6,cumulus__missing-or-null,ambulatory +53,2018-11-01,3094-0,,ambulatory +53,2018-11-01,3094-0,cumulus__missing-or-null,ambulatory +53,2018-11-01,2951-2,,ambulatory +53,2018-11-01,2951-2,cumulus__missing-or-null,ambulatory +53,2018-11-01,2823-3,,ambulatory +53,2018-11-01,2823-3,cumulus__missing-or-null,ambulatory +53,2018-11-01,2345-7,,ambulatory +53,2018-11-01,2345-7,cumulus__missing-or-null,ambulatory +53,2018-11-01,2160-0,,ambulatory +53,2018-11-01,2160-0,cumulus__missing-or-null,ambulatory +53,2018-11-01,2075-0,,ambulatory +53,2018-11-01,2075-0,cumulus__missing-or-null,ambulatory +53,2018-11-01,2028-9,,ambulatory +53,2018-11-01,2028-9,cumulus__missing-or-null,ambulatory +53,2018-11-01,17861-6,,ambulatory +53,2018-11-01,17861-6,cumulus__missing-or-null,ambulatory +53,2018-07-01,55758-7,,ambulatory +53,2018-07-01,55758-7,cumulus__missing-or-null,ambulatory +53,2018-02-01,5767-9,,ambulatory +53,2017-07-01,,Urine smell ammoniacal (finding),ambulatory +53,2017-07-01,,Urine nitrite negative (finding),ambulatory +53,2017-07-01,,Urine leukocyte test negative (finding),ambulatory +53,2017-07-01,,Urine glucose test = ++ (finding),ambulatory +53,2017-07-01,,Urine blood test = negative (finding),ambulatory +53,2017-07-01,,Translucent (qualifier value),ambulatory +53,2017-07-01,,Finding of bilirubin in urine (finding),ambulatory +53,2017-07-01,,Cloudy urine (finding),ambulatory +53,2017-07-01,,Brown color (qualifier value),ambulatory +53,2017-07-01,5811-5,,ambulatory +53,2017-07-01,5811-5,cumulus__missing-or-null,ambulatory +53,2017-07-01,5804-0,,ambulatory +53,2017-07-01,5804-0,cumulus__missing-or-null,ambulatory +53,2017-07-01,5803-2,,ambulatory +53,2017-07-01,5803-2,cumulus__missing-or-null,ambulatory +53,2017-07-01,5802-4,,ambulatory +53,2017-07-01,5802-4,Urine nitrite negative (finding),ambulatory +53,2017-07-01,5799-2,,ambulatory +53,2017-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +53,2017-07-01,5797-6,,ambulatory +53,2017-07-01,5797-6,cumulus__missing-or-null,ambulatory +53,2017-07-01,5794-3,,ambulatory +53,2017-07-01,5794-3,Urine blood test = negative (finding),ambulatory +53,2017-07-01,5792-7,,ambulatory +53,2017-07-01,5792-7,cumulus__missing-or-null,ambulatory +53,2017-07-01,5778-6,,ambulatory +53,2017-07-01,5778-6,Brown color (qualifier value),ambulatory +53,2017-07-01,5770-3,,ambulatory +53,2017-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +53,2017-07-01,5767-9,,ambulatory +53,2017-07-01,5767-9,Cloudy urine (finding),ambulatory +53,2017-07-01,34533-0,,ambulatory +53,2017-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +53,2017-07-01,32167-9,,ambulatory +53,2017-07-01,32167-9,Translucent (qualifier value),ambulatory +53,2017-07-01,25428-4,,ambulatory +53,2017-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +53,2017-07-01,2514-8,,ambulatory +53,2017-07-01,20505-4,,ambulatory +53,2017-07-01,20505-4,cumulus__missing-or-null,ambulatory +53,2017-07-01,20454-5,,ambulatory +53,2017-03-01,,Urine smell ammoniacal (finding),ambulatory +53,2017-03-01,,Urine nitrite negative (finding),ambulatory +53,2017-03-01,,Urine leukocyte test negative (finding),ambulatory +53,2017-03-01,,Urine glucose test = ++ (finding),ambulatory +53,2017-03-01,,Urine blood test = negative (finding),ambulatory +53,2017-03-01,,Translucent (qualifier value),ambulatory +53,2017-03-01,,Finding of bilirubin in urine (finding),ambulatory +53,2017-03-01,,Cloudy urine (finding),ambulatory +53,2017-03-01,,Brown color (qualifier value),ambulatory +53,2017-03-01,5811-5,,ambulatory +53,2017-03-01,5811-5,cumulus__missing-or-null,ambulatory +53,2017-03-01,5804-0,,ambulatory +53,2017-03-01,5804-0,cumulus__missing-or-null,ambulatory +53,2017-03-01,5803-2,,ambulatory +53,2017-03-01,5803-2,cumulus__missing-or-null,ambulatory +53,2017-03-01,5802-4,,ambulatory +53,2017-03-01,5802-4,Urine nitrite negative (finding),ambulatory +53,2017-03-01,5799-2,,ambulatory +53,2017-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +53,2017-03-01,5797-6,,ambulatory +53,2017-03-01,5797-6,cumulus__missing-or-null,ambulatory +53,2017-03-01,5794-3,,ambulatory +53,2017-03-01,5794-3,Urine blood test = negative (finding),ambulatory +53,2017-03-01,5792-7,,ambulatory +53,2017-03-01,5792-7,cumulus__missing-or-null,ambulatory +53,2017-03-01,5778-6,,ambulatory +53,2017-03-01,5778-6,Brown color (qualifier value),ambulatory +53,2017-03-01,5770-3,,ambulatory +53,2017-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +53,2017-03-01,5767-9,,ambulatory +53,2017-03-01,5767-9,Cloudy urine (finding),ambulatory +53,2017-03-01,34533-0,,ambulatory +53,2017-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +53,2017-03-01,32167-9,,ambulatory +53,2017-03-01,32167-9,Translucent (qualifier value),ambulatory +53,2017-03-01,25428-4,,ambulatory +53,2017-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +53,2017-03-01,2514-8,,ambulatory +53,2017-03-01,20505-4,,ambulatory +53,2017-03-01,20505-4,cumulus__missing-or-null,ambulatory +53,2017-03-01,20454-5,,ambulatory +53,2017-02-01,3094-0,, +53,2017-02-01,3094-0,cumulus__missing-or-null, +53,2017-02-01,2951-2,, +53,2017-02-01,2951-2,cumulus__missing-or-null, +53,2017-02-01,2823-3,, +53,2017-02-01,2823-3,cumulus__missing-or-null, +53,2017-02-01,2345-7,, +53,2017-02-01,2345-7,cumulus__missing-or-null, +53,2017-02-01,2160-0,, +53,2017-02-01,2160-0,cumulus__missing-or-null, +53,2017-02-01,2075-0,, +53,2017-02-01,2075-0,cumulus__missing-or-null, +53,2017-02-01,2028-9,, +53,2017-02-01,2028-9,cumulus__missing-or-null, +53,2017-02-01,17861-6,, +53,2017-02-01,17861-6,cumulus__missing-or-null, +53,2016-11-01,55758-7,, +53,2016-11-01,55758-7,cumulus__missing-or-null, +53,2016-10-01,3094-0,, +53,2016-10-01,3094-0,cumulus__missing-or-null, +53,2016-10-01,2951-2,, +53,2016-10-01,2951-2,cumulus__missing-or-null, +53,2016-10-01,2823-3,, +53,2016-10-01,2823-3,cumulus__missing-or-null, +53,2016-10-01,2345-7,, +53,2016-10-01,2345-7,cumulus__missing-or-null, +53,2016-10-01,2160-0,, +53,2016-10-01,2160-0,cumulus__missing-or-null, +53,2016-10-01,2075-0,, +53,2016-10-01,2075-0,cumulus__missing-or-null, +53,2016-10-01,2028-9,, +53,2016-10-01,2028-9,cumulus__missing-or-null, +53,2016-10-01,17861-6,, +53,2016-10-01,17861-6,cumulus__missing-or-null, +53,2016-06-01,34533-0,,ambulatory +53,2016-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +52,2022-12-01,5811-5,,ambulatory +52,2022-12-01,5811-5,cumulus__missing-or-null,ambulatory +52,2022-12-01,5803-2,,ambulatory +52,2022-12-01,5803-2,cumulus__missing-or-null,ambulatory +52,2022-12-01,5802-4,,ambulatory +52,2022-12-01,5799-2,,ambulatory +52,2022-12-01,5794-3,,ambulatory +52,2022-12-01,5770-3,,ambulatory +52,2022-12-01,25428-4,,ambulatory +52,2022-12-01,2514-8,,ambulatory +52,2022-12-01,20454-5,,ambulatory +52,2022-11-01,70274-6,,ambulatory +52,2022-11-01,70274-6,cumulus__missing-or-null,ambulatory +52,2022-11-01,3094-0,,ambulatory +52,2022-11-01,3094-0,cumulus__missing-or-null,ambulatory +52,2022-11-01,2951-2,,ambulatory +52,2022-11-01,2951-2,cumulus__missing-or-null,ambulatory +52,2022-11-01,2823-3,,ambulatory +52,2022-11-01,2823-3,cumulus__missing-or-null,ambulatory +52,2022-11-01,2345-7,,ambulatory +52,2022-11-01,2345-7,cumulus__missing-or-null,ambulatory +52,2022-11-01,2160-0,,ambulatory +52,2022-11-01,2160-0,cumulus__missing-or-null,ambulatory +52,2022-11-01,2075-0,,ambulatory +52,2022-11-01,2075-0,cumulus__missing-or-null,ambulatory +52,2022-11-01,2028-9,,ambulatory +52,2022-11-01,2028-9,cumulus__missing-or-null,ambulatory +52,2022-11-01,17861-6,,ambulatory +52,2022-11-01,17861-6,cumulus__missing-or-null,ambulatory +52,2022-08-01,34533-0,,ambulatory +52,2022-08-01,34533-0,Urine smell ammoniacal (finding),ambulatory +52,2022-05-01,70274-6,,ambulatory +52,2022-05-01,70274-6,cumulus__missing-or-null,ambulatory +52,2021-09-01,2571-8,, +52,2021-09-01,2571-8,cumulus__missing-or-null, +52,2021-09-01,2093-3,, +52,2021-09-01,2093-3,cumulus__missing-or-null, +52,2021-09-01,2085-9,, +52,2021-09-01,2085-9,cumulus__missing-or-null, +52,2021-09-01,18262-6,, +52,2021-09-01,18262-6,cumulus__missing-or-null, +52,2021-05-01,70274-6,, +52,2021-05-01,70274-6,cumulus__missing-or-null, +52,2020-12-01,70274-6,,ambulatory +52,2020-12-01,70274-6,cumulus__missing-or-null,ambulatory +52,2020-06-01,3094-0,,ambulatory +52,2020-06-01,3094-0,cumulus__missing-or-null,ambulatory +52,2020-06-01,2951-2,,ambulatory +52,2020-06-01,2951-2,cumulus__missing-or-null,ambulatory +52,2020-06-01,2823-3,,ambulatory +52,2020-06-01,2823-3,cumulus__missing-or-null,ambulatory +52,2020-06-01,2345-7,,ambulatory +52,2020-06-01,2345-7,cumulus__missing-or-null,ambulatory +52,2020-06-01,2160-0,,ambulatory +52,2020-06-01,2160-0,cumulus__missing-or-null,ambulatory +52,2020-06-01,2075-0,,ambulatory +52,2020-06-01,2075-0,cumulus__missing-or-null,ambulatory +52,2020-06-01,2028-9,,ambulatory +52,2020-06-01,2028-9,cumulus__missing-or-null,ambulatory +52,2020-06-01,17861-6,,ambulatory +52,2020-06-01,17861-6,cumulus__missing-or-null,ambulatory +52,2020-01-01,3094-0,, +52,2020-01-01,3094-0,cumulus__missing-or-null, +52,2020-01-01,2951-2,, +52,2020-01-01,2951-2,cumulus__missing-or-null, +52,2020-01-01,2823-3,, +52,2020-01-01,2823-3,cumulus__missing-or-null, +52,2020-01-01,2345-7,, +52,2020-01-01,2345-7,cumulus__missing-or-null, +52,2020-01-01,2160-0,, +52,2020-01-01,2160-0,cumulus__missing-or-null, +52,2020-01-01,2075-0,, +52,2020-01-01,2075-0,cumulus__missing-or-null, +52,2020-01-01,2028-9,, +52,2020-01-01,2028-9,cumulus__missing-or-null, +52,2020-01-01,17861-6,, +52,2020-01-01,17861-6,cumulus__missing-or-null, +52,2019-09-01,55758-7,, +52,2019-09-01,55758-7,cumulus__missing-or-null, +52,2019-08-01,70274-6,,ambulatory +52,2019-08-01,70274-6,cumulus__missing-or-null,ambulatory +52,2019-05-01,70274-6,, +52,2019-05-01,70274-6,cumulus__missing-or-null, +52,2019-05-01,3094-0,,ambulatory +52,2019-05-01,3094-0,cumulus__missing-or-null,ambulatory +52,2019-05-01,2951-2,,ambulatory +52,2019-05-01,2951-2,cumulus__missing-or-null,ambulatory +52,2019-05-01,2823-3,,ambulatory +52,2019-05-01,2823-3,cumulus__missing-or-null,ambulatory +52,2019-05-01,2345-7,,ambulatory +52,2019-05-01,2345-7,cumulus__missing-or-null,ambulatory +52,2019-05-01,2160-0,,ambulatory +52,2019-05-01,2160-0,cumulus__missing-or-null,ambulatory +52,2019-05-01,2075-0,,ambulatory +52,2019-05-01,2075-0,cumulus__missing-or-null,ambulatory +52,2019-05-01,2028-9,,ambulatory +52,2019-05-01,2028-9,cumulus__missing-or-null,ambulatory +52,2019-05-01,17861-6,,ambulatory +52,2019-05-01,17861-6,cumulus__missing-or-null,ambulatory +52,2018-08-01,3094-0,,ambulatory +52,2018-08-01,3094-0,cumulus__missing-or-null,ambulatory +52,2018-08-01,2951-2,,ambulatory +52,2018-08-01,2951-2,cumulus__missing-or-null,ambulatory +52,2018-08-01,2823-3,,ambulatory +52,2018-08-01,2823-3,cumulus__missing-or-null,ambulatory +52,2018-08-01,2345-7,,ambulatory +52,2018-08-01,2345-7,cumulus__missing-or-null,ambulatory +52,2018-08-01,2160-0,,ambulatory +52,2018-08-01,2160-0,cumulus__missing-or-null,ambulatory +52,2018-08-01,2075-0,,ambulatory +52,2018-08-01,2075-0,cumulus__missing-or-null,ambulatory +52,2018-08-01,2028-9,,ambulatory +52,2018-08-01,2028-9,cumulus__missing-or-null,ambulatory +52,2018-08-01,17861-6,,ambulatory +52,2018-08-01,17861-6,cumulus__missing-or-null,ambulatory +52,2018-07-01,4548-4,,ambulatory +52,2018-07-01,4548-4,cumulus__missing-or-null,ambulatory +52,2018-06-01,70274-6,, +52,2018-06-01,70274-6,cumulus__missing-or-null, +52,2018-02-01,,Urine smell ammoniacal (finding),ambulatory +52,2018-02-01,,Urine nitrite negative (finding),ambulatory +52,2018-02-01,,Urine leukocyte test negative (finding),ambulatory +52,2018-02-01,,Urine glucose test = ++ (finding),ambulatory +52,2018-02-01,,Urine blood test = negative (finding),ambulatory +52,2018-02-01,,Translucent (qualifier value),ambulatory +52,2018-02-01,,Finding of bilirubin in urine (finding),ambulatory +52,2018-02-01,,Cloudy urine (finding),ambulatory +52,2018-02-01,,Brown color (qualifier value),ambulatory +52,2018-02-01,5811-5,,ambulatory +52,2018-02-01,5811-5,cumulus__missing-or-null,ambulatory +52,2018-02-01,5804-0,,ambulatory +52,2018-02-01,5804-0,cumulus__missing-or-null,ambulatory +52,2018-02-01,5803-2,,ambulatory +52,2018-02-01,5803-2,cumulus__missing-or-null,ambulatory +52,2018-02-01,5802-4,,ambulatory +52,2018-02-01,5802-4,Urine nitrite negative (finding),ambulatory +52,2018-02-01,5799-2,,ambulatory +52,2018-02-01,5799-2,Urine leukocyte test negative (finding),ambulatory +52,2018-02-01,5797-6,,ambulatory +52,2018-02-01,5797-6,cumulus__missing-or-null,ambulatory +52,2018-02-01,5794-3,,ambulatory +52,2018-02-01,5794-3,Urine blood test = negative (finding),ambulatory +52,2018-02-01,5792-7,,ambulatory +52,2018-02-01,5792-7,cumulus__missing-or-null,ambulatory +52,2018-02-01,5778-6,,ambulatory +52,2018-02-01,5778-6,Brown color (qualifier value),ambulatory +52,2018-02-01,5770-3,,ambulatory +52,2018-02-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +52,2018-02-01,5767-9,Cloudy urine (finding),ambulatory +52,2018-02-01,32167-9,,ambulatory +52,2018-02-01,32167-9,Translucent (qualifier value),ambulatory +52,2018-02-01,25428-4,,ambulatory +52,2018-02-01,25428-4,Urine glucose test = ++ (finding),ambulatory +52,2018-02-01,2514-8,,ambulatory +52,2018-02-01,20505-4,,ambulatory +52,2018-02-01,20505-4,cumulus__missing-or-null,ambulatory +52,2018-02-01,20454-5,,ambulatory +52,2018-01-01,70274-6,, +52,2018-01-01,70274-6,cumulus__missing-or-null, +52,2017-09-01,,Urine smell ammoniacal (finding),ambulatory +52,2017-09-01,,Urine nitrite negative (finding),ambulatory +52,2017-09-01,,Urine leukocyte test negative (finding),ambulatory +52,2017-09-01,,Urine glucose test = ++ (finding),ambulatory +52,2017-09-01,,Urine blood test = negative (finding),ambulatory +52,2017-09-01,,Translucent (qualifier value),ambulatory +52,2017-09-01,,Finding of bilirubin in urine (finding),ambulatory +52,2017-09-01,,Cloudy urine (finding),ambulatory +52,2017-09-01,,Brown color (qualifier value),ambulatory +52,2017-09-01,5804-0,,ambulatory +52,2017-09-01,5804-0,cumulus__missing-or-null,ambulatory +52,2017-09-01,5802-4,Urine nitrite negative (finding),ambulatory +52,2017-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +52,2017-09-01,5797-6,,ambulatory +52,2017-09-01,5797-6,cumulus__missing-or-null,ambulatory +52,2017-09-01,5794-3,Urine blood test = negative (finding),ambulatory +52,2017-09-01,5792-7,,ambulatory +52,2017-09-01,5792-7,cumulus__missing-or-null,ambulatory +52,2017-09-01,5778-6,,ambulatory +52,2017-09-01,5778-6,Brown color (qualifier value),ambulatory +52,2017-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +52,2017-09-01,5767-9,,ambulatory +52,2017-09-01,5767-9,Cloudy urine (finding),ambulatory +52,2017-09-01,34533-0,,ambulatory +52,2017-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +52,2017-09-01,32167-9,,ambulatory +52,2017-09-01,32167-9,Translucent (qualifier value),ambulatory +52,2017-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +52,2017-09-01,20505-4,,ambulatory +52,2017-09-01,20505-4,cumulus__missing-or-null,ambulatory +52,2017-05-01,70274-6,, +52,2017-05-01,70274-6,cumulus__missing-or-null, +52,2017-05-01,3094-0,, +52,2017-05-01,3094-0,cumulus__missing-or-null, +52,2017-05-01,2951-2,, +52,2017-05-01,2951-2,cumulus__missing-or-null, +52,2017-05-01,2823-3,, +52,2017-05-01,2823-3,cumulus__missing-or-null, +52,2017-05-01,2345-7,, +52,2017-05-01,2345-7,cumulus__missing-or-null, +52,2017-05-01,2160-0,, +52,2017-05-01,2160-0,cumulus__missing-or-null, +52,2017-05-01,2075-0,, +52,2017-05-01,2075-0,cumulus__missing-or-null, +52,2017-05-01,2028-9,, +52,2017-05-01,2028-9,cumulus__missing-or-null, +52,2017-05-01,17861-6,, +52,2017-05-01,17861-6,cumulus__missing-or-null, +52,2016-12-01,3094-0,,ambulatory +52,2016-12-01,3094-0,cumulus__missing-or-null,ambulatory +52,2016-12-01,2951-2,,ambulatory +52,2016-12-01,2951-2,cumulus__missing-or-null,ambulatory +52,2016-12-01,2823-3,,ambulatory +52,2016-12-01,2823-3,cumulus__missing-or-null,ambulatory +52,2016-12-01,2345-7,,ambulatory +52,2016-12-01,2345-7,cumulus__missing-or-null,ambulatory +52,2016-12-01,2160-0,,ambulatory +52,2016-12-01,2160-0,cumulus__missing-or-null,ambulatory +52,2016-12-01,2075-0,,ambulatory +52,2016-12-01,2075-0,cumulus__missing-or-null,ambulatory +52,2016-12-01,2028-9,,ambulatory +52,2016-12-01,2028-9,cumulus__missing-or-null,ambulatory +52,2016-12-01,17861-6,,ambulatory +52,2016-12-01,17861-6,cumulus__missing-or-null,ambulatory +52,2016-11-01,55758-7,,ambulatory +52,2016-11-01,55758-7,cumulus__missing-or-null,ambulatory +52,2016-11-01,3094-0,, +52,2016-11-01,3094-0,,ambulatory +52,2016-11-01,3094-0,cumulus__missing-or-null, +52,2016-11-01,3094-0,cumulus__missing-or-null,ambulatory +52,2016-11-01,2951-2,, +52,2016-11-01,2951-2,,ambulatory +52,2016-11-01,2951-2,cumulus__missing-or-null, +52,2016-11-01,2951-2,cumulus__missing-or-null,ambulatory +52,2016-11-01,2823-3,, +52,2016-11-01,2823-3,,ambulatory +52,2016-11-01,2823-3,cumulus__missing-or-null, +52,2016-11-01,2823-3,cumulus__missing-or-null,ambulatory +52,2016-11-01,2345-7,, +52,2016-11-01,2345-7,,ambulatory +52,2016-11-01,2345-7,cumulus__missing-or-null, +52,2016-11-01,2345-7,cumulus__missing-or-null,ambulatory +52,2016-11-01,2160-0,, +52,2016-11-01,2160-0,,ambulatory +52,2016-11-01,2160-0,cumulus__missing-or-null, +52,2016-11-01,2160-0,cumulus__missing-or-null,ambulatory +52,2016-11-01,2075-0,, +52,2016-11-01,2075-0,,ambulatory +52,2016-11-01,2075-0,cumulus__missing-or-null, +52,2016-11-01,2075-0,cumulus__missing-or-null,ambulatory +52,2016-11-01,2028-9,, +52,2016-11-01,2028-9,,ambulatory +52,2016-11-01,2028-9,cumulus__missing-or-null, +52,2016-11-01,2028-9,cumulus__missing-or-null,ambulatory +52,2016-11-01,17861-6,, +52,2016-11-01,17861-6,,ambulatory +52,2016-11-01,17861-6,cumulus__missing-or-null, +52,2016-11-01,17861-6,cumulus__missing-or-null,ambulatory +51,,,Urine protein test = + (finding),emergency +51,,,Urine ketone test = trace (finding),emergency +51,,X9999-0,,ambulatory +51,,X9999-0,cumulus__missing-or-null,ambulatory +51,,2514-8,Urine ketone test = trace (finding),emergency +51,,20454-5,Urine protein test = + (finding),emergency +51,2023-02-01,2571-8,, +51,2023-02-01,2571-8,cumulus__missing-or-null, +51,2023-02-01,2093-3,, +51,2023-02-01,2093-3,cumulus__missing-or-null, +51,2023-02-01,2085-9,, +51,2023-02-01,2085-9,cumulus__missing-or-null, +51,2023-02-01,18262-6,, +51,2023-02-01,18262-6,cumulus__missing-or-null, +51,2023-01-01,3094-0,, +51,2023-01-01,3094-0,cumulus__missing-or-null, +51,2023-01-01,2951-2,, +51,2023-01-01,2951-2,cumulus__missing-or-null, +51,2023-01-01,2823-3,, +51,2023-01-01,2823-3,cumulus__missing-or-null, +51,2023-01-01,2345-7,, +51,2023-01-01,2345-7,cumulus__missing-or-null, +51,2023-01-01,2160-0,, +51,2023-01-01,2160-0,cumulus__missing-or-null, +51,2023-01-01,2075-0,, +51,2023-01-01,2075-0,cumulus__missing-or-null, +51,2023-01-01,2028-9,, +51,2023-01-01,2028-9,cumulus__missing-or-null, +51,2023-01-01,17861-6,, +51,2023-01-01,17861-6,cumulus__missing-or-null, +51,2022-09-01,2571-8,,ambulatory +51,2022-09-01,2571-8,cumulus__missing-or-null,ambulatory +51,2022-09-01,2093-3,,ambulatory +51,2022-09-01,2093-3,cumulus__missing-or-null,ambulatory +51,2022-09-01,2085-9,,ambulatory +51,2022-09-01,2085-9,cumulus__missing-or-null,ambulatory +51,2022-09-01,18262-6,,ambulatory +51,2022-09-01,18262-6,cumulus__missing-or-null,ambulatory +51,2022-05-01,3094-0,,ambulatory +51,2022-05-01,3094-0,cumulus__missing-or-null,ambulatory +51,2022-05-01,2951-2,,ambulatory +51,2022-05-01,2951-2,cumulus__missing-or-null,ambulatory +51,2022-05-01,2823-3,,ambulatory +51,2022-05-01,2823-3,cumulus__missing-or-null,ambulatory +51,2022-05-01,2345-7,,ambulatory +51,2022-05-01,2345-7,cumulus__missing-or-null,ambulatory +51,2022-05-01,2160-0,,ambulatory +51,2022-05-01,2160-0,cumulus__missing-or-null,ambulatory +51,2022-05-01,2075-0,,ambulatory +51,2022-05-01,2075-0,cumulus__missing-or-null,ambulatory +51,2022-05-01,2028-9,,ambulatory +51,2022-05-01,2028-9,cumulus__missing-or-null,ambulatory +51,2022-05-01,17861-6,,ambulatory +51,2022-05-01,17861-6,cumulus__missing-or-null,ambulatory +51,2022-04-01,70274-6,, +51,2022-04-01,70274-6,cumulus__missing-or-null, +51,2021-03-01,5811-5,,ambulatory +51,2021-03-01,5811-5,cumulus__missing-or-null,ambulatory +51,2021-03-01,5803-2,,ambulatory +51,2021-03-01,5803-2,cumulus__missing-or-null,ambulatory +51,2021-03-01,5802-4,,ambulatory +51,2021-03-01,5799-2,,ambulatory +51,2021-03-01,5794-3,,ambulatory +51,2021-03-01,5770-3,,ambulatory +51,2021-03-01,3094-0,, +51,2021-03-01,3094-0,cumulus__missing-or-null, +51,2021-03-01,2951-2,, +51,2021-03-01,2951-2,cumulus__missing-or-null, +51,2021-03-01,2823-3,, +51,2021-03-01,2823-3,cumulus__missing-or-null, +51,2021-03-01,25428-4,,ambulatory +51,2021-03-01,2514-8,,ambulatory +51,2021-03-01,2345-7,, +51,2021-03-01,2345-7,cumulus__missing-or-null, +51,2021-03-01,2160-0,, +51,2021-03-01,2160-0,cumulus__missing-or-null, +51,2021-03-01,2075-0,, +51,2021-03-01,2075-0,cumulus__missing-or-null, +51,2021-03-01,20454-5,,ambulatory +51,2021-03-01,2028-9,, +51,2021-03-01,2028-9,cumulus__missing-or-null, +51,2021-03-01,17861-6,, +51,2021-03-01,17861-6,cumulus__missing-or-null, +51,2020-07-01,5811-5,,ambulatory +51,2020-07-01,5811-5,cumulus__missing-or-null,ambulatory +51,2020-07-01,5803-2,,ambulatory +51,2020-07-01,5803-2,cumulus__missing-or-null,ambulatory +51,2020-07-01,5802-4,,ambulatory +51,2020-07-01,5799-2,,ambulatory +51,2020-07-01,5794-3,,ambulatory +51,2020-07-01,5770-3,,ambulatory +51,2020-07-01,3094-0,, +51,2020-07-01,3094-0,cumulus__missing-or-null, +51,2020-07-01,2951-2,, +51,2020-07-01,2951-2,cumulus__missing-or-null, +51,2020-07-01,2823-3,, +51,2020-07-01,2823-3,cumulus__missing-or-null, +51,2020-07-01,25428-4,,ambulatory +51,2020-07-01,2514-8,,ambulatory +51,2020-07-01,2345-7,, +51,2020-07-01,2345-7,cumulus__missing-or-null, +51,2020-07-01,2160-0,, +51,2020-07-01,2160-0,cumulus__missing-or-null, +51,2020-07-01,2075-0,, +51,2020-07-01,2075-0,cumulus__missing-or-null, +51,2020-07-01,20454-5,,ambulatory +51,2020-07-01,2028-9,, +51,2020-07-01,2028-9,cumulus__missing-or-null, +51,2020-07-01,17861-6,, +51,2020-07-01,17861-6,cumulus__missing-or-null, +51,2019-10-01,3094-0,,ambulatory +51,2019-10-01,3094-0,cumulus__missing-or-null,ambulatory +51,2019-10-01,2951-2,,ambulatory +51,2019-10-01,2951-2,cumulus__missing-or-null,ambulatory +51,2019-10-01,2823-3,,ambulatory +51,2019-10-01,2823-3,cumulus__missing-or-null,ambulatory +51,2019-10-01,2345-7,,ambulatory +51,2019-10-01,2345-7,cumulus__missing-or-null,ambulatory +51,2019-10-01,2160-0,,ambulatory +51,2019-10-01,2160-0,cumulus__missing-or-null,ambulatory +51,2019-10-01,2075-0,,ambulatory +51,2019-10-01,2075-0,cumulus__missing-or-null,ambulatory +51,2019-10-01,2028-9,,ambulatory +51,2019-10-01,2028-9,cumulus__missing-or-null,ambulatory +51,2019-10-01,17861-6,,ambulatory +51,2019-10-01,17861-6,cumulus__missing-or-null,ambulatory +51,2019-05-01,70274-6,,ambulatory +51,2019-05-01,70274-6,cumulus__missing-or-null,ambulatory +51,2019-04-01,70274-6,, +51,2019-04-01,70274-6,cumulus__missing-or-null, +51,2018-05-01,3094-0,,ambulatory +51,2018-05-01,3094-0,cumulus__missing-or-null,ambulatory +51,2018-05-01,2951-2,,ambulatory +51,2018-05-01,2951-2,cumulus__missing-or-null,ambulatory +51,2018-05-01,2823-3,,ambulatory +51,2018-05-01,2823-3,cumulus__missing-or-null,ambulatory +51,2018-05-01,2345-7,,ambulatory +51,2018-05-01,2345-7,cumulus__missing-or-null,ambulatory +51,2018-05-01,2160-0,,ambulatory +51,2018-05-01,2160-0,cumulus__missing-or-null,ambulatory +51,2018-05-01,2075-0,,ambulatory +51,2018-05-01,2075-0,cumulus__missing-or-null,ambulatory +51,2018-05-01,2028-9,,ambulatory +51,2018-05-01,2028-9,cumulus__missing-or-null,ambulatory +51,2018-05-01,17861-6,,ambulatory +51,2018-05-01,17861-6,cumulus__missing-or-null,ambulatory +51,2018-02-01,70274-6,, +51,2018-02-01,70274-6,cumulus__missing-or-null, +51,2018-02-01,34533-0,,ambulatory +51,2018-02-01,34533-0,Urine smell ammoniacal (finding),ambulatory +51,2018-01-01,70274-6,,ambulatory +51,2018-01-01,70274-6,cumulus__missing-or-null,ambulatory +51,2017-08-01,3094-0,, +51,2017-08-01,3094-0,cumulus__missing-or-null, +51,2017-08-01,2951-2,, +51,2017-08-01,2951-2,cumulus__missing-or-null, +51,2017-08-01,2823-3,, +51,2017-08-01,2823-3,cumulus__missing-or-null, +51,2017-08-01,2345-7,, +51,2017-08-01,2345-7,cumulus__missing-or-null, +51,2017-08-01,2160-0,, +51,2017-08-01,2160-0,cumulus__missing-or-null, +51,2017-08-01,2075-0,, +51,2017-08-01,2075-0,cumulus__missing-or-null, +51,2017-08-01,2028-9,, +51,2017-08-01,2028-9,cumulus__missing-or-null, +51,2017-08-01,17861-6,, +51,2017-08-01,17861-6,cumulus__missing-or-null, +51,2017-06-01,4548-4,,ambulatory +51,2017-06-01,4548-4,cumulus__missing-or-null,ambulatory +51,2017-05-01,70274-6,,ambulatory +51,2017-05-01,70274-6,cumulus__missing-or-null,ambulatory +51,2017-04-01,4548-4,,ambulatory +51,2017-04-01,4548-4,cumulus__missing-or-null,ambulatory +51,2016-08-01,3094-0,,ambulatory +51,2016-08-01,3094-0,cumulus__missing-or-null,ambulatory +51,2016-08-01,2951-2,,ambulatory +51,2016-08-01,2951-2,cumulus__missing-or-null,ambulatory +51,2016-08-01,2823-3,,ambulatory +51,2016-08-01,2823-3,cumulus__missing-or-null,ambulatory +51,2016-08-01,2345-7,,ambulatory +51,2016-08-01,2345-7,cumulus__missing-or-null,ambulatory +51,2016-08-01,2160-0,,ambulatory +51,2016-08-01,2160-0,cumulus__missing-or-null,ambulatory +51,2016-08-01,2075-0,,ambulatory +51,2016-08-01,2075-0,cumulus__missing-or-null,ambulatory +51,2016-08-01,2028-9,,ambulatory +51,2016-08-01,2028-9,cumulus__missing-or-null,ambulatory +51,2016-08-01,17861-6,,ambulatory +51,2016-08-01,17861-6,cumulus__missing-or-null,ambulatory +51,2016-07-01,70274-6,, +51,2016-07-01,70274-6,cumulus__missing-or-null, +51,2016-06-01,70274-6,,ambulatory +51,2016-06-01,70274-6,cumulus__missing-or-null,ambulatory +50,,82667-7,,emergency +50,,82667-7,cumulus__missing-or-null,emergency +50,2023-02-01,70274-6,, +50,2023-02-01,70274-6,cumulus__missing-or-null, +50,2022-12-01,,Urine smell ammoniacal (finding),ambulatory +50,2022-12-01,,Urine nitrite negative (finding),ambulatory +50,2022-12-01,,Urine leukocyte test negative (finding),ambulatory +50,2022-12-01,,Urine glucose test = ++ (finding),ambulatory +50,2022-12-01,,Urine blood test = negative (finding),ambulatory +50,2022-12-01,,Translucent (qualifier value),ambulatory +50,2022-12-01,,Finding of bilirubin in urine (finding),ambulatory +50,2022-12-01,,Cloudy urine (finding),ambulatory +50,2022-12-01,,Brown color (qualifier value),ambulatory +50,2022-12-01,5804-0,,ambulatory +50,2022-12-01,5804-0,cumulus__missing-or-null,ambulatory +50,2022-12-01,5802-4,Urine nitrite negative (finding),ambulatory +50,2022-12-01,5799-2,Urine leukocyte test negative (finding),ambulatory +50,2022-12-01,5797-6,,ambulatory +50,2022-12-01,5797-6,cumulus__missing-or-null,ambulatory +50,2022-12-01,5794-3,Urine blood test = negative (finding),ambulatory +50,2022-12-01,5792-7,,ambulatory +50,2022-12-01,5792-7,cumulus__missing-or-null,ambulatory +50,2022-12-01,5778-6,,ambulatory +50,2022-12-01,5778-6,Brown color (qualifier value),ambulatory +50,2022-12-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +50,2022-12-01,5767-9,,ambulatory +50,2022-12-01,5767-9,Cloudy urine (finding),ambulatory +50,2022-12-01,34533-0,,ambulatory +50,2022-12-01,34533-0,Urine smell ammoniacal (finding),ambulatory +50,2022-12-01,32167-9,,ambulatory +50,2022-12-01,32167-9,Translucent (qualifier value),ambulatory +50,2022-12-01,25428-4,Urine glucose test = ++ (finding),ambulatory +50,2022-12-01,20505-4,,ambulatory +50,2022-12-01,20505-4,cumulus__missing-or-null,ambulatory +50,2022-07-01,3094-0,,ambulatory +50,2022-07-01,3094-0,cumulus__missing-or-null,ambulatory +50,2022-07-01,2951-2,,ambulatory +50,2022-07-01,2951-2,cumulus__missing-or-null,ambulatory +50,2022-07-01,2823-3,,ambulatory +50,2022-07-01,2823-3,cumulus__missing-or-null,ambulatory +50,2022-07-01,2345-7,,ambulatory +50,2022-07-01,2345-7,cumulus__missing-or-null,ambulatory +50,2022-07-01,2160-0,,ambulatory +50,2022-07-01,2160-0,cumulus__missing-or-null,ambulatory +50,2022-07-01,2075-0,,ambulatory +50,2022-07-01,2075-0,cumulus__missing-or-null,ambulatory +50,2022-07-01,2028-9,,ambulatory +50,2022-07-01,2028-9,cumulus__missing-or-null,ambulatory +50,2022-07-01,17861-6,,ambulatory +50,2022-07-01,17861-6,cumulus__missing-or-null,ambulatory +50,2022-06-01,70274-6,, +50,2022-06-01,70274-6,cumulus__missing-or-null, +50,2022-06-01,2571-8,, +50,2022-06-01,2571-8,cumulus__missing-or-null, +50,2022-06-01,2093-3,, +50,2022-06-01,2093-3,cumulus__missing-or-null, +50,2022-06-01,2085-9,, +50,2022-06-01,2085-9,cumulus__missing-or-null, +50,2022-06-01,18262-6,, +50,2022-06-01,18262-6,cumulus__missing-or-null, +50,2021-12-01,3094-0,,ambulatory +50,2021-12-01,3094-0,cumulus__missing-or-null,ambulatory +50,2021-12-01,2951-2,,ambulatory +50,2021-12-01,2951-2,cumulus__missing-or-null,ambulatory +50,2021-12-01,2823-3,,ambulatory +50,2021-12-01,2823-3,cumulus__missing-or-null,ambulatory +50,2021-12-01,2571-8,, +50,2021-12-01,2571-8,,ambulatory +50,2021-12-01,2571-8,cumulus__missing-or-null, +50,2021-12-01,2571-8,cumulus__missing-or-null,ambulatory +50,2021-12-01,2345-7,,ambulatory +50,2021-12-01,2345-7,cumulus__missing-or-null,ambulatory +50,2021-12-01,2160-0,,ambulatory +50,2021-12-01,2160-0,cumulus__missing-or-null,ambulatory +50,2021-12-01,2093-3,, +50,2021-12-01,2093-3,,ambulatory +50,2021-12-01,2093-3,cumulus__missing-or-null, +50,2021-12-01,2093-3,cumulus__missing-or-null,ambulatory +50,2021-12-01,2085-9,, +50,2021-12-01,2085-9,,ambulatory +50,2021-12-01,2085-9,cumulus__missing-or-null, +50,2021-12-01,2085-9,cumulus__missing-or-null,ambulatory +50,2021-12-01,2075-0,,ambulatory +50,2021-12-01,2075-0,cumulus__missing-or-null,ambulatory +50,2021-12-01,2028-9,,ambulatory +50,2021-12-01,2028-9,cumulus__missing-or-null,ambulatory +50,2021-12-01,18262-6,, +50,2021-12-01,18262-6,,ambulatory +50,2021-12-01,18262-6,cumulus__missing-or-null, +50,2021-12-01,18262-6,cumulus__missing-or-null,ambulatory +50,2021-12-01,17861-6,,ambulatory +50,2021-12-01,17861-6,cumulus__missing-or-null,ambulatory +50,2021-05-01,70274-6,,ambulatory +50,2021-05-01,70274-6,cumulus__missing-or-null,ambulatory +50,2021-03-01,,Urine smell ammoniacal (finding),ambulatory +50,2021-03-01,,Urine nitrite negative (finding),ambulatory +50,2021-03-01,,Urine leukocyte test negative (finding),ambulatory +50,2021-03-01,,Urine glucose test = ++ (finding),ambulatory +50,2021-03-01,,Urine blood test = negative (finding),ambulatory +50,2021-03-01,,Translucent (qualifier value),ambulatory +50,2021-03-01,,Finding of bilirubin in urine (finding),ambulatory +50,2021-03-01,,Cloudy urine (finding),ambulatory +50,2021-03-01,,Brown color (qualifier value),ambulatory +50,2021-03-01,5804-0,,ambulatory +50,2021-03-01,5804-0,cumulus__missing-or-null,ambulatory +50,2021-03-01,5802-4,Urine nitrite negative (finding),ambulatory +50,2021-03-01,5799-2,Urine leukocyte test negative (finding),ambulatory +50,2021-03-01,5797-6,,ambulatory +50,2021-03-01,5797-6,cumulus__missing-or-null,ambulatory +50,2021-03-01,5794-3,Urine blood test = negative (finding),ambulatory +50,2021-03-01,5792-7,,ambulatory +50,2021-03-01,5792-7,cumulus__missing-or-null,ambulatory +50,2021-03-01,5778-6,,ambulatory +50,2021-03-01,5778-6,Brown color (qualifier value),ambulatory +50,2021-03-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +50,2021-03-01,5767-9,,ambulatory +50,2021-03-01,5767-9,Cloudy urine (finding),ambulatory +50,2021-03-01,34533-0,,ambulatory +50,2021-03-01,34533-0,Urine smell ammoniacal (finding),ambulatory +50,2021-03-01,32167-9,,ambulatory +50,2021-03-01,32167-9,Translucent (qualifier value),ambulatory +50,2021-03-01,25428-4,Urine glucose test = ++ (finding),ambulatory +50,2021-03-01,20505-4,,ambulatory +50,2021-03-01,20505-4,cumulus__missing-or-null,ambulatory +50,2021-02-01,70274-6,, +50,2021-02-01,70274-6,,ambulatory +50,2021-02-01,70274-6,cumulus__missing-or-null, +50,2021-02-01,70274-6,cumulus__missing-or-null,ambulatory +50,2020-07-01,70274-6,, +50,2020-07-01,70274-6,cumulus__missing-or-null, +50,2020-06-01,70274-6,, +50,2020-06-01,70274-6,,ambulatory +50,2020-06-01,70274-6,cumulus__missing-or-null, +50,2020-06-01,70274-6,cumulus__missing-or-null,ambulatory 50,2020-05-01,,Urine protein test = ++ (finding), 50,2020-05-01,20454-5,Urine protein test = ++ (finding), 50,2019-07-01,,Urine smell ammoniacal (finding), @@ -4914,12 +16649,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 50,2019-07-01,,Finding of bilirubin in urine (finding), 50,2019-07-01,,Cloudy urine (finding), 50,2019-07-01,,Brown color (qualifier value), +50,2019-07-01,5811-5,, +50,2019-07-01,5811-5,cumulus__missing-or-null, +50,2019-07-01,5804-0,, +50,2019-07-01,5804-0,cumulus__missing-or-null, +50,2019-07-01,5803-2,, +50,2019-07-01,5803-2,cumulus__missing-or-null, 50,2019-07-01,5802-4,, 50,2019-07-01,5802-4,Urine nitrite negative (finding), 50,2019-07-01,5799-2,, 50,2019-07-01,5799-2,Urine leukocyte test negative (finding), +50,2019-07-01,5797-6,, +50,2019-07-01,5797-6,cumulus__missing-or-null, 50,2019-07-01,5794-3,, 50,2019-07-01,5794-3,Urine blood test = negative (finding), +50,2019-07-01,5792-7,, +50,2019-07-01,5792-7,cumulus__missing-or-null, 50,2019-07-01,5778-6,, 50,2019-07-01,5778-6,Brown color (qualifier value), 50,2019-07-01,5770-3,, @@ -4933,173 +16678,1220 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 50,2019-07-01,25428-4,, 50,2019-07-01,25428-4,Urine glucose test = ++ (finding), 50,2019-07-01,2514-8,, +50,2019-07-01,20505-4,, +50,2019-07-01,20505-4,cumulus__missing-or-null, 50,2019-07-01,20454-5,, -50,2017-04-01,,Urine smell ammoniacal (finding),AMB -50,2017-04-01,,Urine nitrite negative (finding),AMB -50,2017-04-01,,Urine leukocyte test negative (finding),AMB -50,2017-04-01,,Urine glucose test = ++ (finding),AMB -50,2017-04-01,,Urine blood test = negative (finding),AMB -50,2017-04-01,,Translucent (qualifier value),AMB -50,2017-04-01,,Finding of bilirubin in urine (finding),AMB -50,2017-04-01,,Cloudy urine (finding),AMB -50,2017-04-01,,Brown color (qualifier value),AMB -50,2017-04-01,5802-4,,AMB -50,2017-04-01,5802-4,Urine nitrite negative (finding),AMB -50,2017-04-01,5799-2,,AMB -50,2017-04-01,5799-2,Urine leukocyte test negative (finding),AMB -50,2017-04-01,5794-3,,AMB -50,2017-04-01,5794-3,Urine blood test = negative (finding),AMB -50,2017-04-01,5778-6,,AMB -50,2017-04-01,5778-6,Brown color (qualifier value),AMB -50,2017-04-01,5770-3,,AMB -50,2017-04-01,5770-3,Finding of bilirubin in urine (finding),AMB -50,2017-04-01,5767-9,,AMB -50,2017-04-01,5767-9,Cloudy urine (finding),AMB -50,2017-04-01,34533-0,,AMB -50,2017-04-01,34533-0,Urine smell ammoniacal (finding),AMB -50,2017-04-01,32167-9,,AMB -50,2017-04-01,32167-9,Translucent (qualifier value),AMB -50,2017-04-01,25428-4,,AMB -50,2017-04-01,25428-4,Urine glucose test = ++ (finding),AMB -50,2017-04-01,2514-8,,AMB -50,2017-04-01,20454-5,,AMB +50,2019-04-01,70274-6,,ambulatory +50,2019-04-01,70274-6,cumulus__missing-or-null,ambulatory +50,2019-03-01,2571-8,, +50,2019-03-01,2571-8,cumulus__missing-or-null, +50,2019-03-01,2093-3,, +50,2019-03-01,2093-3,cumulus__missing-or-null, +50,2019-03-01,2085-9,, +50,2019-03-01,2085-9,cumulus__missing-or-null, +50,2019-03-01,18262-6,, +50,2019-03-01,18262-6,cumulus__missing-or-null, +50,2019-01-01,70274-6,, +50,2019-01-01,70274-6,cumulus__missing-or-null, +50,2018-08-01,2571-8,, +50,2018-08-01,2571-8,cumulus__missing-or-null, +50,2018-08-01,2093-3,, +50,2018-08-01,2093-3,cumulus__missing-or-null, +50,2018-08-01,2085-9,, +50,2018-08-01,2085-9,cumulus__missing-or-null, +50,2018-08-01,18262-6,, +50,2018-08-01,18262-6,cumulus__missing-or-null, +50,2018-06-01,70274-6,,ambulatory +50,2018-06-01,70274-6,cumulus__missing-or-null,ambulatory +50,2018-05-01,70274-6,, +50,2018-05-01,70274-6,,ambulatory +50,2018-05-01,70274-6,cumulus__missing-or-null, +50,2018-05-01,70274-6,cumulus__missing-or-null,ambulatory +50,2017-12-01,3094-0,,ambulatory +50,2017-12-01,3094-0,cumulus__missing-or-null,ambulatory +50,2017-12-01,2951-2,,ambulatory +50,2017-12-01,2951-2,cumulus__missing-or-null,ambulatory +50,2017-12-01,2823-3,,ambulatory +50,2017-12-01,2823-3,cumulus__missing-or-null,ambulatory +50,2017-12-01,2345-7,,ambulatory +50,2017-12-01,2345-7,cumulus__missing-or-null,ambulatory +50,2017-12-01,2160-0,,ambulatory +50,2017-12-01,2160-0,cumulus__missing-or-null,ambulatory +50,2017-12-01,2075-0,,ambulatory +50,2017-12-01,2075-0,cumulus__missing-or-null,ambulatory +50,2017-12-01,2028-9,,ambulatory +50,2017-12-01,2028-9,cumulus__missing-or-null,ambulatory +50,2017-12-01,17861-6,,ambulatory +50,2017-12-01,17861-6,cumulus__missing-or-null,ambulatory +50,2017-11-01,3094-0,,ambulatory +50,2017-11-01,3094-0,cumulus__missing-or-null,ambulatory +50,2017-11-01,2951-2,,ambulatory +50,2017-11-01,2951-2,cumulus__missing-or-null,ambulatory +50,2017-11-01,2823-3,,ambulatory +50,2017-11-01,2823-3,cumulus__missing-or-null,ambulatory +50,2017-11-01,2345-7,,ambulatory +50,2017-11-01,2345-7,cumulus__missing-or-null,ambulatory +50,2017-11-01,2160-0,,ambulatory +50,2017-11-01,2160-0,cumulus__missing-or-null,ambulatory +50,2017-11-01,2075-0,,ambulatory +50,2017-11-01,2075-0,cumulus__missing-or-null,ambulatory +50,2017-11-01,2028-9,,ambulatory +50,2017-11-01,2028-9,cumulus__missing-or-null,ambulatory +50,2017-11-01,17861-6,,ambulatory +50,2017-11-01,17861-6,cumulus__missing-or-null,ambulatory +50,2017-08-01,3094-0,,ambulatory +50,2017-08-01,3094-0,cumulus__missing-or-null,ambulatory +50,2017-08-01,2951-2,,ambulatory +50,2017-08-01,2951-2,cumulus__missing-or-null,ambulatory +50,2017-08-01,2823-3,,ambulatory +50,2017-08-01,2823-3,cumulus__missing-or-null,ambulatory +50,2017-08-01,2345-7,,ambulatory +50,2017-08-01,2345-7,cumulus__missing-or-null,ambulatory +50,2017-08-01,2160-0,,ambulatory +50,2017-08-01,2160-0,cumulus__missing-or-null,ambulatory +50,2017-08-01,2075-0,,ambulatory +50,2017-08-01,2075-0,cumulus__missing-or-null,ambulatory +50,2017-08-01,2028-9,,ambulatory +50,2017-08-01,2028-9,cumulus__missing-or-null,ambulatory +50,2017-08-01,17861-6,,ambulatory +50,2017-08-01,17861-6,cumulus__missing-or-null,ambulatory +50,2017-04-01,,Urine smell ammoniacal (finding),ambulatory +50,2017-04-01,,Urine nitrite negative (finding),ambulatory +50,2017-04-01,,Urine leukocyte test negative (finding),ambulatory +50,2017-04-01,,Urine glucose test = ++ (finding),ambulatory +50,2017-04-01,,Urine blood test = negative (finding),ambulatory +50,2017-04-01,,Translucent (qualifier value),ambulatory +50,2017-04-01,,Finding of bilirubin in urine (finding),ambulatory +50,2017-04-01,,Cloudy urine (finding),ambulatory +50,2017-04-01,,Brown color (qualifier value),ambulatory +50,2017-04-01,5811-5,,ambulatory +50,2017-04-01,5811-5,cumulus__missing-or-null,ambulatory +50,2017-04-01,5804-0,,ambulatory +50,2017-04-01,5804-0,cumulus__missing-or-null,ambulatory +50,2017-04-01,5803-2,,ambulatory +50,2017-04-01,5803-2,cumulus__missing-or-null,ambulatory +50,2017-04-01,5802-4,,ambulatory +50,2017-04-01,5802-4,Urine nitrite negative (finding),ambulatory +50,2017-04-01,5799-2,,ambulatory +50,2017-04-01,5799-2,Urine leukocyte test negative (finding),ambulatory +50,2017-04-01,5797-6,,ambulatory +50,2017-04-01,5797-6,cumulus__missing-or-null,ambulatory +50,2017-04-01,5794-3,,ambulatory +50,2017-04-01,5794-3,Urine blood test = negative (finding),ambulatory +50,2017-04-01,5792-7,,ambulatory +50,2017-04-01,5792-7,cumulus__missing-or-null,ambulatory +50,2017-04-01,5778-6,,ambulatory +50,2017-04-01,5778-6,Brown color (qualifier value),ambulatory +50,2017-04-01,5770-3,,ambulatory +50,2017-04-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +50,2017-04-01,5767-9,,ambulatory +50,2017-04-01,5767-9,Cloudy urine (finding),ambulatory +50,2017-04-01,34533-0,,ambulatory +50,2017-04-01,34533-0,Urine smell ammoniacal (finding),ambulatory +50,2017-04-01,32167-9,,ambulatory +50,2017-04-01,32167-9,Translucent (qualifier value),ambulatory +50,2017-04-01,25428-4,,ambulatory +50,2017-04-01,25428-4,Urine glucose test = ++ (finding),ambulatory +50,2017-04-01,2514-8,,ambulatory +50,2017-04-01,20505-4,,ambulatory +50,2017-04-01,20505-4,cumulus__missing-or-null,ambulatory +50,2017-04-01,20454-5,,ambulatory +50,2017-01-01,2571-8,, +50,2017-01-01,2571-8,cumulus__missing-or-null, +50,2017-01-01,2093-3,, +50,2017-01-01,2093-3,cumulus__missing-or-null, +50,2017-01-01,2085-9,, +50,2017-01-01,2085-9,cumulus__missing-or-null, +50,2017-01-01,18262-6,, +50,2017-01-01,18262-6,cumulus__missing-or-null, +49,2023-03-01,3094-0,, +49,2023-03-01,3094-0,cumulus__missing-or-null, +49,2023-03-01,2951-2,, +49,2023-03-01,2951-2,cumulus__missing-or-null, +49,2023-03-01,2823-3,, +49,2023-03-01,2823-3,cumulus__missing-or-null, +49,2023-03-01,2345-7,, +49,2023-03-01,2345-7,cumulus__missing-or-null, +49,2023-03-01,2160-0,, +49,2023-03-01,2160-0,cumulus__missing-or-null, +49,2023-03-01,2075-0,, +49,2023-03-01,2075-0,cumulus__missing-or-null, +49,2023-03-01,2028-9,, +49,2023-03-01,2028-9,cumulus__missing-or-null, +49,2023-03-01,17861-6,, +49,2023-03-01,17861-6,cumulus__missing-or-null, +49,2023-01-01,3094-0,,ambulatory +49,2023-01-01,3094-0,cumulus__missing-or-null,ambulatory +49,2023-01-01,2951-2,,ambulatory +49,2023-01-01,2951-2,cumulus__missing-or-null,ambulatory +49,2023-01-01,2823-3,,ambulatory +49,2023-01-01,2823-3,cumulus__missing-or-null,ambulatory +49,2023-01-01,2345-7,,ambulatory +49,2023-01-01,2345-7,cumulus__missing-or-null,ambulatory +49,2023-01-01,2160-0,,ambulatory +49,2023-01-01,2160-0,cumulus__missing-or-null,ambulatory +49,2023-01-01,2075-0,,ambulatory +49,2023-01-01,2075-0,cumulus__missing-or-null,ambulatory +49,2023-01-01,2028-9,,ambulatory +49,2023-01-01,2028-9,cumulus__missing-or-null,ambulatory +49,2023-01-01,17861-6,,ambulatory +49,2023-01-01,17861-6,cumulus__missing-or-null,ambulatory +49,2022-06-01,3094-0,,ambulatory +49,2022-06-01,3094-0,cumulus__missing-or-null,ambulatory +49,2022-06-01,2951-2,,ambulatory +49,2022-06-01,2951-2,cumulus__missing-or-null,ambulatory +49,2022-06-01,2823-3,,ambulatory +49,2022-06-01,2823-3,cumulus__missing-or-null,ambulatory +49,2022-06-01,2345-7,,ambulatory +49,2022-06-01,2345-7,cumulus__missing-or-null,ambulatory +49,2022-06-01,2160-0,,ambulatory +49,2022-06-01,2160-0,cumulus__missing-or-null,ambulatory +49,2022-06-01,2075-0,,ambulatory +49,2022-06-01,2075-0,cumulus__missing-or-null,ambulatory +49,2022-06-01,2028-9,,ambulatory +49,2022-06-01,2028-9,cumulus__missing-or-null,ambulatory +49,2022-06-01,17861-6,,ambulatory +49,2022-06-01,17861-6,cumulus__missing-or-null,ambulatory +49,2022-02-01,70274-6,, +49,2022-02-01,70274-6,cumulus__missing-or-null, +49,2022-01-01,3094-0,, +49,2022-01-01,3094-0,cumulus__missing-or-null, +49,2022-01-01,2951-2,, +49,2022-01-01,2951-2,cumulus__missing-or-null, +49,2022-01-01,2823-3,, +49,2022-01-01,2823-3,cumulus__missing-or-null, +49,2022-01-01,2571-8,, +49,2022-01-01,2571-8,cumulus__missing-or-null, +49,2022-01-01,2345-7,, +49,2022-01-01,2345-7,cumulus__missing-or-null, +49,2022-01-01,2160-0,, +49,2022-01-01,2160-0,cumulus__missing-or-null, +49,2022-01-01,2093-3,, +49,2022-01-01,2093-3,cumulus__missing-or-null, +49,2022-01-01,2085-9,, +49,2022-01-01,2085-9,cumulus__missing-or-null, +49,2022-01-01,2075-0,, +49,2022-01-01,2075-0,cumulus__missing-or-null, +49,2022-01-01,2028-9,, +49,2022-01-01,2028-9,cumulus__missing-or-null, +49,2022-01-01,18262-6,, +49,2022-01-01,18262-6,cumulus__missing-or-null, +49,2022-01-01,17861-6,, +49,2022-01-01,17861-6,cumulus__missing-or-null, 49,2021-10-01,,Urine protein test = ++ (finding), 49,2021-10-01,20454-5,Urine protein test = ++ (finding), -49,2019-09-01,,Urine smell ammoniacal (finding),AMB -49,2019-09-01,,Urine nitrite negative (finding),AMB -49,2019-09-01,,Urine leukocyte test negative (finding),AMB -49,2019-09-01,,Urine glucose test = ++ (finding),AMB -49,2019-09-01,,Urine blood test = negative (finding),AMB -49,2019-09-01,,Translucent (qualifier value),AMB -49,2019-09-01,,Finding of bilirubin in urine (finding),AMB -49,2019-09-01,,Cloudy urine (finding),AMB -49,2019-09-01,,Brown color (qualifier value),AMB -49,2019-09-01,5802-4,,AMB -49,2019-09-01,5802-4,Urine nitrite negative (finding),AMB -49,2019-09-01,5799-2,,AMB -49,2019-09-01,5799-2,Urine leukocyte test negative (finding),AMB -49,2019-09-01,5794-3,,AMB -49,2019-09-01,5794-3,Urine blood test = negative (finding),AMB -49,2019-09-01,5778-6,,AMB -49,2019-09-01,5778-6,Brown color (qualifier value),AMB -49,2019-09-01,5770-3,,AMB -49,2019-09-01,5770-3,Finding of bilirubin in urine (finding),AMB -49,2019-09-01,5767-9,,AMB -49,2019-09-01,5767-9,Cloudy urine (finding),AMB -49,2019-09-01,34533-0,,AMB -49,2019-09-01,34533-0,Urine smell ammoniacal (finding),AMB -49,2019-09-01,32167-9,,AMB -49,2019-09-01,32167-9,Translucent (qualifier value),AMB -49,2019-09-01,25428-4,,AMB -49,2019-09-01,25428-4,Urine glucose test = ++ (finding),AMB -49,2019-09-01,2514-8,,AMB -49,2019-09-01,20454-5,,AMB -49,2019-07-01,,Urine smell ammoniacal (finding),AMB -49,2019-07-01,,Urine nitrite negative (finding),AMB -49,2019-07-01,,Urine leukocyte test negative (finding),AMB -49,2019-07-01,,Urine glucose test = ++ (finding),AMB -49,2019-07-01,,Urine blood test = negative (finding),AMB -49,2019-07-01,,Translucent (qualifier value),AMB -49,2019-07-01,,Finding of bilirubin in urine (finding),AMB -49,2019-07-01,,Cloudy urine (finding),AMB -49,2019-07-01,,Brown color (qualifier value),AMB -49,2019-07-01,5802-4,,AMB -49,2019-07-01,5802-4,Urine nitrite negative (finding),AMB -49,2019-07-01,5799-2,,AMB -49,2019-07-01,5799-2,Urine leukocyte test negative (finding),AMB -49,2019-07-01,5794-3,,AMB -49,2019-07-01,5794-3,Urine blood test = negative (finding),AMB -49,2019-07-01,5778-6,,AMB -49,2019-07-01,5778-6,Brown color (qualifier value),AMB -49,2019-07-01,5770-3,,AMB -49,2019-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -49,2019-07-01,5767-9,,AMB -49,2019-07-01,5767-9,Cloudy urine (finding),AMB -49,2019-07-01,34533-0,,AMB -49,2019-07-01,34533-0,Urine smell ammoniacal (finding),AMB -49,2019-07-01,32167-9,,AMB -49,2019-07-01,32167-9,Translucent (qualifier value),AMB -49,2019-07-01,25428-4,,AMB -49,2019-07-01,25428-4,Urine glucose test = ++ (finding),AMB -49,2019-07-01,2514-8,,AMB -49,2019-07-01,20454-5,,AMB +49,2021-01-01,789-8,, +49,2021-01-01,789-8,cumulus__missing-or-null, +49,2021-01-01,787-2,, +49,2021-01-01,787-2,cumulus__missing-or-null, +49,2021-01-01,786-4,, +49,2021-01-01,786-4,cumulus__missing-or-null, +49,2021-01-01,785-6,, +49,2021-01-01,785-6,cumulus__missing-or-null, +49,2021-01-01,777-3,, +49,2021-01-01,777-3,cumulus__missing-or-null, +49,2021-01-01,718-7,, +49,2021-01-01,718-7,cumulus__missing-or-null, +49,2021-01-01,6690-2,, +49,2021-01-01,6690-2,cumulus__missing-or-null, +49,2021-01-01,2571-8,, +49,2021-01-01,2571-8,cumulus__missing-or-null, +49,2021-01-01,2093-3,, +49,2021-01-01,2093-3,cumulus__missing-or-null, +49,2021-01-01,2085-9,, +49,2021-01-01,2085-9,cumulus__missing-or-null, +49,2021-01-01,18262-6,, +49,2021-01-01,18262-6,cumulus__missing-or-null, +49,2020-11-01,789-8,, +49,2020-11-01,789-8,cumulus__missing-or-null, +49,2020-11-01,787-2,, +49,2020-11-01,787-2,cumulus__missing-or-null, +49,2020-11-01,786-4,, +49,2020-11-01,786-4,cumulus__missing-or-null, +49,2020-11-01,785-6,, +49,2020-11-01,785-6,cumulus__missing-or-null, +49,2020-11-01,777-3,, +49,2020-11-01,777-3,cumulus__missing-or-null, +49,2020-11-01,718-7,, +49,2020-11-01,718-7,cumulus__missing-or-null, +49,2020-11-01,6690-2,, +49,2020-11-01,6690-2,cumulus__missing-or-null, +49,2020-01-01,3094-0,,ambulatory +49,2020-01-01,3094-0,cumulus__missing-or-null,ambulatory +49,2020-01-01,2951-2,,ambulatory +49,2020-01-01,2951-2,cumulus__missing-or-null,ambulatory +49,2020-01-01,2823-3,,ambulatory +49,2020-01-01,2823-3,cumulus__missing-or-null,ambulatory +49,2020-01-01,2345-7,,ambulatory +49,2020-01-01,2345-7,cumulus__missing-or-null,ambulatory +49,2020-01-01,2160-0,,ambulatory +49,2020-01-01,2160-0,cumulus__missing-or-null,ambulatory +49,2020-01-01,2075-0,,ambulatory +49,2020-01-01,2075-0,cumulus__missing-or-null,ambulatory +49,2020-01-01,2028-9,,ambulatory +49,2020-01-01,2028-9,cumulus__missing-or-null,ambulatory +49,2020-01-01,17861-6,,ambulatory +49,2020-01-01,17861-6,cumulus__missing-or-null,ambulatory +49,2019-10-01,70274-6,, +49,2019-10-01,70274-6,,ambulatory +49,2019-10-01,70274-6,cumulus__missing-or-null, +49,2019-10-01,70274-6,cumulus__missing-or-null,ambulatory +49,2019-09-01,,Urine smell ammoniacal (finding),ambulatory +49,2019-09-01,,Urine nitrite negative (finding),ambulatory +49,2019-09-01,,Urine leukocyte test negative (finding),ambulatory +49,2019-09-01,,Urine glucose test = ++ (finding),ambulatory +49,2019-09-01,,Urine blood test = negative (finding),ambulatory +49,2019-09-01,,Translucent (qualifier value),ambulatory +49,2019-09-01,,Finding of bilirubin in urine (finding),ambulatory +49,2019-09-01,,Cloudy urine (finding),ambulatory +49,2019-09-01,,Brown color (qualifier value),ambulatory +49,2019-09-01,5811-5,,ambulatory +49,2019-09-01,5811-5,cumulus__missing-or-null,ambulatory +49,2019-09-01,5804-0,,ambulatory +49,2019-09-01,5804-0,cumulus__missing-or-null,ambulatory +49,2019-09-01,5803-2,,ambulatory +49,2019-09-01,5803-2,cumulus__missing-or-null,ambulatory +49,2019-09-01,5802-4,,ambulatory +49,2019-09-01,5802-4,Urine nitrite negative (finding),ambulatory +49,2019-09-01,5799-2,,ambulatory +49,2019-09-01,5799-2,Urine leukocyte test negative (finding),ambulatory +49,2019-09-01,5797-6,,ambulatory +49,2019-09-01,5797-6,cumulus__missing-or-null,ambulatory +49,2019-09-01,5794-3,,ambulatory +49,2019-09-01,5794-3,Urine blood test = negative (finding),ambulatory +49,2019-09-01,5792-7,,ambulatory +49,2019-09-01,5792-7,cumulus__missing-or-null,ambulatory +49,2019-09-01,5778-6,,ambulatory +49,2019-09-01,5778-6,Brown color (qualifier value),ambulatory +49,2019-09-01,5770-3,,ambulatory +49,2019-09-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +49,2019-09-01,5767-9,,ambulatory +49,2019-09-01,5767-9,Cloudy urine (finding),ambulatory +49,2019-09-01,55758-7,,ambulatory +49,2019-09-01,55758-7,cumulus__missing-or-null,ambulatory +49,2019-09-01,34533-0,,ambulatory +49,2019-09-01,34533-0,Urine smell ammoniacal (finding),ambulatory +49,2019-09-01,32167-9,,ambulatory +49,2019-09-01,32167-9,Translucent (qualifier value),ambulatory +49,2019-09-01,25428-4,,ambulatory +49,2019-09-01,25428-4,Urine glucose test = ++ (finding),ambulatory +49,2019-09-01,2514-8,,ambulatory +49,2019-09-01,20505-4,,ambulatory +49,2019-09-01,20505-4,cumulus__missing-or-null,ambulatory +49,2019-09-01,20454-5,,ambulatory +49,2019-07-01,,Urine smell ammoniacal (finding),ambulatory +49,2019-07-01,,Urine nitrite negative (finding),ambulatory +49,2019-07-01,,Urine leukocyte test negative (finding),ambulatory +49,2019-07-01,,Urine glucose test = ++ (finding),ambulatory +49,2019-07-01,,Urine blood test = negative (finding),ambulatory +49,2019-07-01,,Translucent (qualifier value),ambulatory +49,2019-07-01,,Finding of bilirubin in urine (finding),ambulatory +49,2019-07-01,,Cloudy urine (finding),ambulatory +49,2019-07-01,,Brown color (qualifier value),ambulatory +49,2019-07-01,5811-5,,ambulatory +49,2019-07-01,5811-5,cumulus__missing-or-null,ambulatory +49,2019-07-01,5804-0,,ambulatory +49,2019-07-01,5804-0,cumulus__missing-or-null,ambulatory +49,2019-07-01,5803-2,,ambulatory +49,2019-07-01,5803-2,cumulus__missing-or-null,ambulatory +49,2019-07-01,5802-4,,ambulatory +49,2019-07-01,5802-4,Urine nitrite negative (finding),ambulatory +49,2019-07-01,5799-2,,ambulatory +49,2019-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +49,2019-07-01,5797-6,,ambulatory +49,2019-07-01,5797-6,cumulus__missing-or-null,ambulatory +49,2019-07-01,5794-3,,ambulatory +49,2019-07-01,5794-3,Urine blood test = negative (finding),ambulatory +49,2019-07-01,5792-7,,ambulatory +49,2019-07-01,5792-7,cumulus__missing-or-null,ambulatory +49,2019-07-01,5778-6,,ambulatory +49,2019-07-01,5778-6,Brown color (qualifier value),ambulatory +49,2019-07-01,5770-3,,ambulatory +49,2019-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +49,2019-07-01,5767-9,,ambulatory +49,2019-07-01,5767-9,Cloudy urine (finding),ambulatory +49,2019-07-01,34533-0,,ambulatory +49,2019-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +49,2019-07-01,32167-9,,ambulatory +49,2019-07-01,32167-9,Translucent (qualifier value),ambulatory +49,2019-07-01,25428-4,,ambulatory +49,2019-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +49,2019-07-01,2514-8,,ambulatory +49,2019-07-01,20505-4,,ambulatory +49,2019-07-01,20505-4,cumulus__missing-or-null,ambulatory +49,2019-07-01,20454-5,,ambulatory +49,2018-04-01,2571-8,, +49,2018-04-01,2571-8,cumulus__missing-or-null, +49,2018-04-01,2093-3,, +49,2018-04-01,2093-3,cumulus__missing-or-null, +49,2018-04-01,2085-9,, +49,2018-04-01,2085-9,cumulus__missing-or-null, +49,2018-04-01,18262-6,, +49,2018-04-01,18262-6,cumulus__missing-or-null, +49,2018-02-01,55758-7,,ambulatory +49,2018-02-01,55758-7,cumulus__missing-or-null,ambulatory +49,2018-02-01,3094-0,, +49,2018-02-01,3094-0,cumulus__missing-or-null, +49,2018-02-01,2951-2,, +49,2018-02-01,2951-2,cumulus__missing-or-null, +49,2018-02-01,2823-3,, +49,2018-02-01,2823-3,cumulus__missing-or-null, +49,2018-02-01,2345-7,, +49,2018-02-01,2345-7,cumulus__missing-or-null, +49,2018-02-01,2160-0,, +49,2018-02-01,2160-0,cumulus__missing-or-null, +49,2018-02-01,2075-0,, +49,2018-02-01,2075-0,cumulus__missing-or-null, +49,2018-02-01,2028-9,, +49,2018-02-01,2028-9,cumulus__missing-or-null, +49,2018-02-01,17861-6,, +49,2018-02-01,17861-6,cumulus__missing-or-null, +49,2017-05-01,3094-0,,ambulatory +49,2017-05-01,3094-0,cumulus__missing-or-null,ambulatory +49,2017-05-01,2951-2,,ambulatory +49,2017-05-01,2951-2,cumulus__missing-or-null,ambulatory +49,2017-05-01,2823-3,,ambulatory +49,2017-05-01,2823-3,cumulus__missing-or-null,ambulatory +49,2017-05-01,2345-7,,ambulatory +49,2017-05-01,2345-7,cumulus__missing-or-null,ambulatory +49,2017-05-01,2160-0,,ambulatory +49,2017-05-01,2160-0,cumulus__missing-or-null,ambulatory +49,2017-05-01,2075-0,,ambulatory +49,2017-05-01,2075-0,cumulus__missing-or-null,ambulatory +49,2017-05-01,2028-9,,ambulatory +49,2017-05-01,2028-9,cumulus__missing-or-null,ambulatory +49,2017-05-01,17861-6,,ambulatory +49,2017-05-01,17861-6,cumulus__missing-or-null,ambulatory +49,2017-03-01,3094-0,, +49,2017-03-01,3094-0,cumulus__missing-or-null, +49,2017-03-01,2951-2,, +49,2017-03-01,2951-2,cumulus__missing-or-null, +49,2017-03-01,2823-3,, +49,2017-03-01,2823-3,cumulus__missing-or-null, +49,2017-03-01,2345-7,, +49,2017-03-01,2345-7,cumulus__missing-or-null, +49,2017-03-01,2160-0,, +49,2017-03-01,2160-0,cumulus__missing-or-null, +49,2017-03-01,2075-0,, +49,2017-03-01,2075-0,cumulus__missing-or-null, +49,2017-03-01,2028-9,, +49,2017-03-01,2028-9,cumulus__missing-or-null, +49,2017-03-01,17861-6,, +49,2017-03-01,17861-6,cumulus__missing-or-null, +49,2016-07-01,70274-6,,ambulatory +49,2016-07-01,70274-6,cumulus__missing-or-null,ambulatory +48,,91148-7,, +48,,91148-7,,ambulatory +48,,91148-7,cumulus__missing-or-null, +48,,91148-7,cumulus__missing-or-null,ambulatory +48,2023-02-01,70274-6,,ambulatory +48,2023-02-01,70274-6,cumulus__missing-or-null,ambulatory +48,2023-02-01,2571-8,,ambulatory +48,2023-02-01,2571-8,cumulus__missing-or-null,ambulatory +48,2023-02-01,2093-3,,ambulatory +48,2023-02-01,2093-3,cumulus__missing-or-null,ambulatory +48,2023-02-01,2085-9,,ambulatory +48,2023-02-01,2085-9,cumulus__missing-or-null,ambulatory +48,2023-02-01,18262-6,,ambulatory +48,2023-02-01,18262-6,cumulus__missing-or-null,ambulatory +48,2022-12-01,3094-0,, +48,2022-12-01,3094-0,cumulus__missing-or-null, +48,2022-12-01,2951-2,, +48,2022-12-01,2951-2,cumulus__missing-or-null, +48,2022-12-01,2823-3,, +48,2022-12-01,2823-3,cumulus__missing-or-null, +48,2022-12-01,2345-7,, +48,2022-12-01,2345-7,cumulus__missing-or-null, +48,2022-12-01,2160-0,, +48,2022-12-01,2160-0,cumulus__missing-or-null, +48,2022-12-01,2075-0,, +48,2022-12-01,2075-0,cumulus__missing-or-null, +48,2022-12-01,2028-9,, +48,2022-12-01,2028-9,cumulus__missing-or-null, +48,2022-12-01,17861-6,, +48,2022-12-01,17861-6,cumulus__missing-or-null, +48,2022-10-01,2571-8,, +48,2022-10-01,2571-8,cumulus__missing-or-null, +48,2022-10-01,2093-3,, +48,2022-10-01,2093-3,cumulus__missing-or-null, +48,2022-10-01,2085-9,, +48,2022-10-01,2085-9,cumulus__missing-or-null, +48,2022-10-01,18262-6,, +48,2022-10-01,18262-6,cumulus__missing-or-null, +48,2022-09-01,3094-0,, +48,2022-09-01,3094-0,cumulus__missing-or-null, +48,2022-09-01,2951-2,, +48,2022-09-01,2951-2,cumulus__missing-or-null, +48,2022-09-01,2823-3,, +48,2022-09-01,2823-3,cumulus__missing-or-null, +48,2022-09-01,2345-7,, +48,2022-09-01,2345-7,cumulus__missing-or-null, +48,2022-09-01,2160-0,, +48,2022-09-01,2160-0,cumulus__missing-or-null, +48,2022-09-01,2075-0,, +48,2022-09-01,2075-0,cumulus__missing-or-null, +48,2022-09-01,2028-9,, +48,2022-09-01,2028-9,cumulus__missing-or-null, +48,2022-09-01,17861-6,, +48,2022-09-01,17861-6,cumulus__missing-or-null, +48,2022-06-01,70274-6,,ambulatory +48,2022-06-01,70274-6,cumulus__missing-or-null,ambulatory +48,2022-04-01,70274-6,,ambulatory +48,2022-04-01,70274-6,cumulus__missing-or-null,ambulatory +48,2022-03-01,70274-6,, +48,2022-03-01,70274-6,,ambulatory +48,2022-03-01,70274-6,cumulus__missing-or-null, +48,2022-03-01,70274-6,cumulus__missing-or-null,ambulatory +48,2022-02-01,70274-6,,ambulatory +48,2022-02-01,70274-6,cumulus__missing-or-null,ambulatory +48,2022-01-01,70274-6,, +48,2022-01-01,70274-6,,ambulatory +48,2022-01-01,70274-6,cumulus__missing-or-null, +48,2022-01-01,70274-6,cumulus__missing-or-null,ambulatory +48,2021-11-01,3094-0,,ambulatory +48,2021-11-01,3094-0,cumulus__missing-or-null,ambulatory +48,2021-11-01,2951-2,,ambulatory +48,2021-11-01,2951-2,cumulus__missing-or-null,ambulatory +48,2021-11-01,2823-3,,ambulatory +48,2021-11-01,2823-3,cumulus__missing-or-null,ambulatory +48,2021-11-01,2345-7,,ambulatory +48,2021-11-01,2345-7,cumulus__missing-or-null,ambulatory +48,2021-11-01,2160-0,,ambulatory +48,2021-11-01,2160-0,cumulus__missing-or-null,ambulatory +48,2021-11-01,2075-0,,ambulatory +48,2021-11-01,2075-0,cumulus__missing-or-null,ambulatory +48,2021-11-01,2028-9,,ambulatory +48,2021-11-01,2028-9,cumulus__missing-or-null,ambulatory +48,2021-11-01,17861-6,,ambulatory +48,2021-11-01,17861-6,cumulus__missing-or-null,ambulatory 48,2021-06-01,,Urine protein test = ++ (finding), 48,2021-06-01,20454-5,Urine protein test = ++ (finding), +48,2021-04-01,2571-8,, +48,2021-04-01,2571-8,cumulus__missing-or-null, +48,2021-04-01,2093-3,, +48,2021-04-01,2093-3,cumulus__missing-or-null, +48,2021-04-01,2085-9,, +48,2021-04-01,2085-9,cumulus__missing-or-null, +48,2021-04-01,18262-6,, +48,2021-04-01,18262-6,cumulus__missing-or-null, +48,2020-11-01,4544-3,, +48,2020-11-01,4544-3,cumulus__missing-or-null, +48,2020-08-01,2571-8,, +48,2020-08-01,2571-8,cumulus__missing-or-null, +48,2020-08-01,2093-3,, +48,2020-08-01,2093-3,cumulus__missing-or-null, +48,2020-08-01,2085-9,, +48,2020-08-01,2085-9,cumulus__missing-or-null, +48,2020-08-01,18262-6,, +48,2020-08-01,18262-6,cumulus__missing-or-null, +48,2020-07-01,70274-6,,ambulatory +48,2020-07-01,70274-6,cumulus__missing-or-null,ambulatory +48,2020-04-01,3094-0,,ambulatory +48,2020-04-01,3094-0,cumulus__missing-or-null,ambulatory +48,2020-04-01,2951-2,,ambulatory +48,2020-04-01,2951-2,cumulus__missing-or-null,ambulatory +48,2020-04-01,2823-3,,ambulatory +48,2020-04-01,2823-3,cumulus__missing-or-null,ambulatory +48,2020-04-01,2345-7,,ambulatory +48,2020-04-01,2345-7,cumulus__missing-or-null,ambulatory +48,2020-04-01,2160-0,,ambulatory +48,2020-04-01,2160-0,cumulus__missing-or-null,ambulatory +48,2020-04-01,2075-0,,ambulatory +48,2020-04-01,2075-0,cumulus__missing-or-null,ambulatory +48,2020-04-01,2028-9,,ambulatory +48,2020-04-01,2028-9,cumulus__missing-or-null,ambulatory +48,2020-04-01,17861-6,,ambulatory +48,2020-04-01,17861-6,cumulus__missing-or-null,ambulatory +48,2019-12-01,3094-0,,ambulatory +48,2019-12-01,3094-0,cumulus__missing-or-null,ambulatory +48,2019-12-01,2951-2,,ambulatory +48,2019-12-01,2951-2,cumulus__missing-or-null,ambulatory +48,2019-12-01,2823-3,,ambulatory +48,2019-12-01,2823-3,cumulus__missing-or-null,ambulatory +48,2019-12-01,2345-7,,ambulatory +48,2019-12-01,2345-7,cumulus__missing-or-null,ambulatory +48,2019-12-01,2160-0,,ambulatory +48,2019-12-01,2160-0,cumulus__missing-or-null,ambulatory +48,2019-12-01,2075-0,,ambulatory +48,2019-12-01,2075-0,cumulus__missing-or-null,ambulatory +48,2019-12-01,2028-9,,ambulatory +48,2019-12-01,2028-9,cumulus__missing-or-null,ambulatory +48,2019-12-01,17861-6,,ambulatory +48,2019-12-01,17861-6,cumulus__missing-or-null,ambulatory +48,2019-09-01,3094-0,, +48,2019-09-01,3094-0,cumulus__missing-or-null, +48,2019-09-01,2951-2,, +48,2019-09-01,2951-2,cumulus__missing-or-null, +48,2019-09-01,2823-3,, +48,2019-09-01,2823-3,cumulus__missing-or-null, +48,2019-09-01,2345-7,, +48,2019-09-01,2345-7,cumulus__missing-or-null, +48,2019-09-01,2160-0,, +48,2019-09-01,2160-0,cumulus__missing-or-null, +48,2019-09-01,2075-0,, +48,2019-09-01,2075-0,cumulus__missing-or-null, +48,2019-09-01,2028-9,, +48,2019-09-01,2028-9,cumulus__missing-or-null, +48,2019-09-01,17861-6,, +48,2019-09-01,17861-6,cumulus__missing-or-null, +48,2018-12-01,3094-0,,ambulatory +48,2018-12-01,3094-0,cumulus__missing-or-null,ambulatory +48,2018-12-01,2951-2,,ambulatory +48,2018-12-01,2951-2,cumulus__missing-or-null,ambulatory +48,2018-12-01,2823-3,,ambulatory +48,2018-12-01,2823-3,cumulus__missing-or-null,ambulatory +48,2018-12-01,2345-7,,ambulatory +48,2018-12-01,2345-7,cumulus__missing-or-null,ambulatory +48,2018-12-01,2160-0,,ambulatory +48,2018-12-01,2160-0,cumulus__missing-or-null,ambulatory +48,2018-12-01,2075-0,,ambulatory +48,2018-12-01,2075-0,cumulus__missing-or-null,ambulatory +48,2018-12-01,2028-9,,ambulatory +48,2018-12-01,2028-9,cumulus__missing-or-null,ambulatory +48,2018-12-01,17861-6,,ambulatory +48,2018-12-01,17861-6,cumulus__missing-or-null,ambulatory +48,2018-11-01,2571-8,, +48,2018-11-01,2571-8,cumulus__missing-or-null, +48,2018-11-01,2093-3,, +48,2018-11-01,2093-3,cumulus__missing-or-null, +48,2018-11-01,2085-9,, +48,2018-11-01,2085-9,cumulus__missing-or-null, +48,2018-11-01,18262-6,, +48,2018-11-01,18262-6,cumulus__missing-or-null, +48,2017-01-01,2571-8,,ambulatory +48,2017-01-01,2571-8,cumulus__missing-or-null,ambulatory +48,2017-01-01,2093-3,,ambulatory +48,2017-01-01,2093-3,cumulus__missing-or-null,ambulatory +48,2017-01-01,2085-9,,ambulatory +48,2017-01-01,2085-9,cumulus__missing-or-null,ambulatory +48,2017-01-01,18262-6,,ambulatory +48,2017-01-01,18262-6,cumulus__missing-or-null,ambulatory +48,2016-10-01,3094-0,,ambulatory +48,2016-10-01,3094-0,cumulus__missing-or-null,ambulatory +48,2016-10-01,2951-2,,ambulatory +48,2016-10-01,2951-2,cumulus__missing-or-null,ambulatory +48,2016-10-01,2823-3,,ambulatory +48,2016-10-01,2823-3,cumulus__missing-or-null,ambulatory +48,2016-10-01,2345-7,,ambulatory +48,2016-10-01,2345-7,cumulus__missing-or-null,ambulatory +48,2016-10-01,2160-0,,ambulatory +48,2016-10-01,2160-0,cumulus__missing-or-null,ambulatory +48,2016-10-01,2075-0,,ambulatory +48,2016-10-01,2075-0,cumulus__missing-or-null,ambulatory +48,2016-10-01,2028-9,,ambulatory +48,2016-10-01,2028-9,cumulus__missing-or-null,ambulatory +48,2016-10-01,17861-6,,ambulatory +48,2016-10-01,17861-6,cumulus__missing-or-null,ambulatory +47,2022-10-01,70274-6,, +47,2022-10-01,70274-6,cumulus__missing-or-null, 47,2022-05-01,,Urine protein test = ++ (finding), 47,2022-05-01,20454-5,Urine protein test = ++ (finding), -47,2021-10-01,,Urine protein test = ++ (finding),AMB -47,2021-10-01,20454-5,Urine protein test = ++ (finding),AMB +47,2022-04-01,3094-0,,ambulatory +47,2022-04-01,3094-0,cumulus__missing-or-null,ambulatory +47,2022-04-01,2951-2,,ambulatory +47,2022-04-01,2951-2,cumulus__missing-or-null,ambulatory +47,2022-04-01,2823-3,,ambulatory +47,2022-04-01,2823-3,cumulus__missing-or-null,ambulatory +47,2022-04-01,2345-7,,ambulatory +47,2022-04-01,2345-7,cumulus__missing-or-null,ambulatory +47,2022-04-01,2160-0,,ambulatory +47,2022-04-01,2160-0,cumulus__missing-or-null,ambulatory +47,2022-04-01,2075-0,,ambulatory +47,2022-04-01,2075-0,cumulus__missing-or-null,ambulatory +47,2022-04-01,2028-9,,ambulatory +47,2022-04-01,2028-9,cumulus__missing-or-null,ambulatory +47,2022-04-01,17861-6,,ambulatory +47,2022-04-01,17861-6,cumulus__missing-or-null,ambulatory +47,2022-02-01,3094-0,, +47,2022-02-01,3094-0,cumulus__missing-or-null, +47,2022-02-01,2951-2,, +47,2022-02-01,2951-2,cumulus__missing-or-null, +47,2022-02-01,2823-3,, +47,2022-02-01,2823-3,cumulus__missing-or-null, +47,2022-02-01,2571-8,, +47,2022-02-01,2571-8,,ambulatory +47,2022-02-01,2571-8,cumulus__missing-or-null, +47,2022-02-01,2571-8,cumulus__missing-or-null,ambulatory +47,2022-02-01,2345-7,, +47,2022-02-01,2345-7,cumulus__missing-or-null, +47,2022-02-01,2160-0,, +47,2022-02-01,2160-0,cumulus__missing-or-null, +47,2022-02-01,2093-3,, +47,2022-02-01,2093-3,,ambulatory +47,2022-02-01,2093-3,cumulus__missing-or-null, +47,2022-02-01,2093-3,cumulus__missing-or-null,ambulatory +47,2022-02-01,2085-9,, +47,2022-02-01,2085-9,,ambulatory +47,2022-02-01,2085-9,cumulus__missing-or-null, +47,2022-02-01,2085-9,cumulus__missing-or-null,ambulatory +47,2022-02-01,2075-0,, +47,2022-02-01,2075-0,cumulus__missing-or-null, +47,2022-02-01,2028-9,, +47,2022-02-01,2028-9,cumulus__missing-or-null, +47,2022-02-01,18262-6,, +47,2022-02-01,18262-6,,ambulatory +47,2022-02-01,18262-6,cumulus__missing-or-null, +47,2022-02-01,18262-6,cumulus__missing-or-null,ambulatory +47,2022-02-01,17861-6,, +47,2022-02-01,17861-6,cumulus__missing-or-null, +47,2022-01-01,3094-0,,ambulatory +47,2022-01-01,3094-0,cumulus__missing-or-null,ambulatory +47,2022-01-01,2951-2,,ambulatory +47,2022-01-01,2951-2,cumulus__missing-or-null,ambulatory +47,2022-01-01,2823-3,,ambulatory +47,2022-01-01,2823-3,cumulus__missing-or-null,ambulatory +47,2022-01-01,2571-8,,ambulatory +47,2022-01-01,2571-8,cumulus__missing-or-null,ambulatory +47,2022-01-01,2345-7,,ambulatory +47,2022-01-01,2345-7,cumulus__missing-or-null,ambulatory +47,2022-01-01,2160-0,,ambulatory +47,2022-01-01,2160-0,cumulus__missing-or-null,ambulatory +47,2022-01-01,2093-3,,ambulatory +47,2022-01-01,2093-3,cumulus__missing-or-null,ambulatory +47,2022-01-01,2085-9,,ambulatory +47,2022-01-01,2085-9,cumulus__missing-or-null,ambulatory +47,2022-01-01,2075-0,,ambulatory +47,2022-01-01,2075-0,cumulus__missing-or-null,ambulatory +47,2022-01-01,2028-9,,ambulatory +47,2022-01-01,2028-9,cumulus__missing-or-null,ambulatory +47,2022-01-01,18262-6,,ambulatory +47,2022-01-01,18262-6,cumulus__missing-or-null,ambulatory +47,2022-01-01,17861-6,,ambulatory +47,2022-01-01,17861-6,cumulus__missing-or-null,ambulatory +47,2021-10-01,,Urine protein test = ++ (finding),ambulatory +47,2021-10-01,70274-6,, +47,2021-10-01,70274-6,,ambulatory +47,2021-10-01,70274-6,cumulus__missing-or-null, +47,2021-10-01,70274-6,cumulus__missing-or-null,ambulatory +47,2021-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +47,2021-09-01,70274-6,, +47,2021-09-01,70274-6,cumulus__missing-or-null, 47,2021-08-01,,Urine protein test = ++ (finding), 47,2021-08-01,20454-5,Urine protein test = ++ (finding), -47,2021-06-01,,Urine protein test = ++ (finding),AMB -47,2021-06-01,20454-5,Urine protein test = ++ (finding),AMB -47,2020-07-01,,Urine smell ammoniacal (finding),AMB -47,2020-07-01,,Urine nitrite negative (finding),AMB -47,2020-07-01,,Urine leukocyte test negative (finding),AMB -47,2020-07-01,,Urine glucose test = ++ (finding),AMB -47,2020-07-01,,Urine blood test = negative (finding),AMB -47,2020-07-01,,Translucent (qualifier value),AMB -47,2020-07-01,,Finding of bilirubin in urine (finding),AMB -47,2020-07-01,,Cloudy urine (finding),AMB -47,2020-07-01,,Brown color (qualifier value),AMB -47,2020-07-01,5802-4,,AMB -47,2020-07-01,5802-4,Urine nitrite negative (finding),AMB -47,2020-07-01,5799-2,,AMB -47,2020-07-01,5799-2,Urine leukocyte test negative (finding),AMB -47,2020-07-01,5794-3,,AMB -47,2020-07-01,5794-3,Urine blood test = negative (finding),AMB -47,2020-07-01,5778-6,,AMB -47,2020-07-01,5778-6,Brown color (qualifier value),AMB -47,2020-07-01,5770-3,,AMB -47,2020-07-01,5770-3,Finding of bilirubin in urine (finding),AMB -47,2020-07-01,5767-9,,AMB -47,2020-07-01,5767-9,Cloudy urine (finding),AMB -47,2020-07-01,34533-0,,AMB -47,2020-07-01,34533-0,Urine smell ammoniacal (finding),AMB -47,2020-07-01,32167-9,,AMB -47,2020-07-01,32167-9,Translucent (qualifier value),AMB -47,2020-07-01,25428-4,,AMB -47,2020-07-01,25428-4,Urine glucose test = ++ (finding),AMB -47,2020-07-01,2514-8,,AMB -47,2020-07-01,20454-5,,AMB +47,2021-06-01,,Urine protein test = ++ (finding),ambulatory +47,2021-06-01,20454-5,Urine protein test = ++ (finding),ambulatory +47,2021-01-01,6768-6,, +47,2021-01-01,6768-6,cumulus__missing-or-null, +47,2021-01-01,4544-3,, +47,2021-01-01,4544-3,cumulus__missing-or-null, +47,2021-01-01,2885-2,, +47,2021-01-01,2885-2,cumulus__missing-or-null, +47,2021-01-01,1975-2,, +47,2021-01-01,1975-2,cumulus__missing-or-null, +47,2021-01-01,1920-8,, +47,2021-01-01,1920-8,cumulus__missing-or-null, +47,2021-01-01,1751-7,, +47,2021-01-01,1751-7,cumulus__missing-or-null, +47,2021-01-01,1742-6,, +47,2021-01-01,1742-6,cumulus__missing-or-null, +47,2020-11-01,6768-6,, +47,2020-11-01,6768-6,cumulus__missing-or-null, +47,2020-11-01,2885-2,, +47,2020-11-01,2885-2,cumulus__missing-or-null, +47,2020-11-01,1975-2,, +47,2020-11-01,1975-2,cumulus__missing-or-null, +47,2020-11-01,1920-8,, +47,2020-11-01,1920-8,cumulus__missing-or-null, +47,2020-11-01,1751-7,, +47,2020-11-01,1751-7,cumulus__missing-or-null, +47,2020-11-01,1742-6,, +47,2020-11-01,1742-6,cumulus__missing-or-null, +47,2020-07-01,,Urine smell ammoniacal (finding),ambulatory +47,2020-07-01,,Urine nitrite negative (finding),ambulatory +47,2020-07-01,,Urine leukocyte test negative (finding),ambulatory +47,2020-07-01,,Urine glucose test = ++ (finding),ambulatory +47,2020-07-01,,Urine blood test = negative (finding),ambulatory +47,2020-07-01,,Translucent (qualifier value),ambulatory +47,2020-07-01,,Finding of bilirubin in urine (finding),ambulatory +47,2020-07-01,,Cloudy urine (finding),ambulatory +47,2020-07-01,,Brown color (qualifier value),ambulatory +47,2020-07-01,5804-0,,ambulatory +47,2020-07-01,5804-0,cumulus__missing-or-null,ambulatory +47,2020-07-01,5802-4,Urine nitrite negative (finding),ambulatory +47,2020-07-01,5799-2,Urine leukocyte test negative (finding),ambulatory +47,2020-07-01,5797-6,,ambulatory +47,2020-07-01,5797-6,cumulus__missing-or-null,ambulatory +47,2020-07-01,5794-3,Urine blood test = negative (finding),ambulatory +47,2020-07-01,5792-7,,ambulatory +47,2020-07-01,5792-7,cumulus__missing-or-null,ambulatory +47,2020-07-01,5778-6,,ambulatory +47,2020-07-01,5778-6,Brown color (qualifier value),ambulatory +47,2020-07-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +47,2020-07-01,5767-9,,ambulatory +47,2020-07-01,5767-9,Cloudy urine (finding),ambulatory +47,2020-07-01,34533-0,,ambulatory +47,2020-07-01,34533-0,Urine smell ammoniacal (finding),ambulatory +47,2020-07-01,32167-9,,ambulatory +47,2020-07-01,32167-9,Translucent (qualifier value),ambulatory +47,2020-07-01,25428-4,Urine glucose test = ++ (finding),ambulatory +47,2020-07-01,20505-4,,ambulatory +47,2020-07-01,20505-4,cumulus__missing-or-null,ambulatory 47,2019-06-01,,Urine protein test = ++ (finding), -47,2019-06-01,,Urine protein test = ++ (finding),AMB +47,2019-06-01,,Urine protein test = ++ (finding),ambulatory +47,2019-06-01,70274-6,, +47,2019-06-01,70274-6,cumulus__missing-or-null, 47,2019-06-01,20454-5,Urine protein test = ++ (finding), -47,2019-06-01,20454-5,Urine protein test = ++ (finding),AMB +47,2019-06-01,20454-5,Urine protein test = ++ (finding),ambulatory +47,2019-01-01,70274-6,,ambulatory +47,2019-01-01,70274-6,cumulus__missing-or-null,ambulatory 47,2018-09-01,,Urine protein test = ++ (finding), 47,2018-09-01,20454-5,Urine protein test = ++ (finding), 47,2018-06-01,,Urine protein test = ++ (finding), 47,2018-06-01,20454-5,Urine protein test = ++ (finding), +47,2018-04-01,3094-0,,ambulatory +47,2018-04-01,3094-0,cumulus__missing-or-null,ambulatory +47,2018-04-01,2951-2,,ambulatory +47,2018-04-01,2951-2,cumulus__missing-or-null,ambulatory +47,2018-04-01,2823-3,,ambulatory +47,2018-04-01,2823-3,cumulus__missing-or-null,ambulatory +47,2018-04-01,2345-7,,ambulatory +47,2018-04-01,2345-7,cumulus__missing-or-null,ambulatory +47,2018-04-01,2160-0,,ambulatory +47,2018-04-01,2160-0,cumulus__missing-or-null,ambulatory +47,2018-04-01,2075-0,,ambulatory +47,2018-04-01,2075-0,cumulus__missing-or-null,ambulatory +47,2018-04-01,2028-9,,ambulatory +47,2018-04-01,2028-9,cumulus__missing-or-null,ambulatory +47,2018-04-01,17861-6,,ambulatory +47,2018-04-01,17861-6,cumulus__missing-or-null,ambulatory +47,2018-01-01,3094-0,,ambulatory +47,2018-01-01,3094-0,cumulus__missing-or-null,ambulatory +47,2018-01-01,2951-2,,ambulatory +47,2018-01-01,2951-2,cumulus__missing-or-null,ambulatory +47,2018-01-01,2823-3,,ambulatory +47,2018-01-01,2823-3,cumulus__missing-or-null,ambulatory +47,2018-01-01,2345-7,,ambulatory +47,2018-01-01,2345-7,cumulus__missing-or-null,ambulatory +47,2018-01-01,2160-0,,ambulatory +47,2018-01-01,2160-0,cumulus__missing-or-null,ambulatory +47,2018-01-01,2075-0,,ambulatory +47,2018-01-01,2075-0,cumulus__missing-or-null,ambulatory +47,2018-01-01,2028-9,,ambulatory +47,2018-01-01,2028-9,cumulus__missing-or-null,ambulatory +47,2018-01-01,17861-6,,ambulatory +47,2018-01-01,17861-6,cumulus__missing-or-null,ambulatory +47,2017-09-01,3094-0,, +47,2017-09-01,3094-0,cumulus__missing-or-null, +47,2017-09-01,2951-2,, +47,2017-09-01,2951-2,cumulus__missing-or-null, +47,2017-09-01,2823-3,, +47,2017-09-01,2823-3,cumulus__missing-or-null, +47,2017-09-01,2345-7,, +47,2017-09-01,2345-7,cumulus__missing-or-null, +47,2017-09-01,2160-0,, +47,2017-09-01,2160-0,cumulus__missing-or-null, +47,2017-09-01,2075-0,, +47,2017-09-01,2075-0,cumulus__missing-or-null, +47,2017-09-01,2028-9,, +47,2017-09-01,2028-9,cumulus__missing-or-null, +47,2017-09-01,17861-6,, +47,2017-09-01,17861-6,cumulus__missing-or-null, +47,2017-01-01,3094-0,,ambulatory +47,2017-01-01,3094-0,cumulus__missing-or-null,ambulatory +47,2017-01-01,2951-2,,ambulatory +47,2017-01-01,2951-2,cumulus__missing-or-null,ambulatory +47,2017-01-01,2823-3,,ambulatory +47,2017-01-01,2823-3,cumulus__missing-or-null,ambulatory +47,2017-01-01,2345-7,,ambulatory +47,2017-01-01,2345-7,cumulus__missing-or-null,ambulatory +47,2017-01-01,2160-0,,ambulatory +47,2017-01-01,2160-0,cumulus__missing-or-null,ambulatory +47,2017-01-01,2075-0,,ambulatory +47,2017-01-01,2075-0,cumulus__missing-or-null,ambulatory +47,2017-01-01,2028-9,,ambulatory +47,2017-01-01,2028-9,cumulus__missing-or-null,ambulatory +47,2017-01-01,17861-6,,ambulatory +47,2017-01-01,17861-6,cumulus__missing-or-null,ambulatory +47,2016-07-01,3094-0,,ambulatory +47,2016-07-01,3094-0,cumulus__missing-or-null,ambulatory +47,2016-07-01,2951-2,,ambulatory +47,2016-07-01,2951-2,cumulus__missing-or-null,ambulatory +47,2016-07-01,2823-3,,ambulatory +47,2016-07-01,2823-3,cumulus__missing-or-null,ambulatory +47,2016-07-01,2345-7,,ambulatory +47,2016-07-01,2345-7,cumulus__missing-or-null,ambulatory +47,2016-07-01,2160-0,,ambulatory +47,2016-07-01,2160-0,cumulus__missing-or-null,ambulatory +47,2016-07-01,2075-0,,ambulatory +47,2016-07-01,2075-0,cumulus__missing-or-null,ambulatory +47,2016-07-01,2028-9,,ambulatory +47,2016-07-01,2028-9,cumulus__missing-or-null,ambulatory +47,2016-07-01,17861-6,,ambulatory +47,2016-07-01,17861-6,cumulus__missing-or-null,ambulatory +46,2023-01-01,70274-6,, +46,2023-01-01,70274-6,cumulus__missing-or-null, +46,2022-10-01,70274-6,,ambulatory +46,2022-10-01,70274-6,cumulus__missing-or-null,ambulatory +46,2022-07-01,70274-6,, +46,2022-07-01,70274-6,cumulus__missing-or-null, +46,2021-09-01,70274-6,,ambulatory +46,2021-09-01,70274-6,cumulus__missing-or-null,ambulatory 46,2021-07-01,,Urine protein test = ++ (finding), -46,2021-07-01,,Urine protein test = ++ (finding),AMB +46,2021-07-01,,Urine protein test = ++ (finding),ambulatory 46,2021-07-01,20454-5,Urine protein test = ++ (finding), -46,2021-07-01,20454-5,Urine protein test = ++ (finding),AMB +46,2021-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +46,2021-02-01,2571-8,, +46,2021-02-01,2571-8,,ambulatory +46,2021-02-01,2571-8,cumulus__missing-or-null, +46,2021-02-01,2571-8,cumulus__missing-or-null,ambulatory +46,2021-02-01,2093-3,, +46,2021-02-01,2093-3,,ambulatory +46,2021-02-01,2093-3,cumulus__missing-or-null, +46,2021-02-01,2093-3,cumulus__missing-or-null,ambulatory +46,2021-02-01,2085-9,, +46,2021-02-01,2085-9,,ambulatory +46,2021-02-01,2085-9,cumulus__missing-or-null, +46,2021-02-01,2085-9,cumulus__missing-or-null,ambulatory +46,2021-02-01,18262-6,, +46,2021-02-01,18262-6,,ambulatory +46,2021-02-01,18262-6,cumulus__missing-or-null, +46,2021-02-01,18262-6,cumulus__missing-or-null,ambulatory +46,2020-06-01,2571-8,, +46,2020-06-01,2571-8,cumulus__missing-or-null, +46,2020-06-01,2093-3,, +46,2020-06-01,2093-3,cumulus__missing-or-null, +46,2020-06-01,2085-9,, +46,2020-06-01,2085-9,cumulus__missing-or-null, +46,2020-06-01,18262-6,, +46,2020-06-01,18262-6,cumulus__missing-or-null, +46,2020-04-01,70274-6,, +46,2020-04-01,70274-6,cumulus__missing-or-null, +46,2020-01-01,70274-6,, +46,2020-01-01,70274-6,cumulus__missing-or-null, 46,2019-11-01,,Urine protein test = ++ (finding), 46,2019-11-01,20454-5,Urine protein test = ++ (finding), +46,2019-06-01,70274-6,,ambulatory +46,2019-06-01,70274-6,cumulus__missing-or-null,ambulatory 46,2019-03-01,,Urine protein test = ++ (finding), +46,2019-03-01,76504-0,, +46,2019-03-01,76504-0,,ambulatory +46,2019-03-01,76504-0,cumulus__missing-or-null, +46,2019-03-01,76504-0,cumulus__missing-or-null,ambulatory 46,2019-03-01,20454-5,Urine protein test = ++ (finding), 46,2018-03-01,,Urine protein test = ++ (finding), 46,2018-03-01,20454-5,Urine protein test = ++ (finding), +46,2018-02-01,70274-6,,ambulatory +46,2018-02-01,70274-6,cumulus__missing-or-null,ambulatory +46,2018-01-01,2571-8,, +46,2018-01-01,2571-8,cumulus__missing-or-null, +46,2018-01-01,2093-3,, +46,2018-01-01,2093-3,cumulus__missing-or-null, +46,2018-01-01,2085-9,, +46,2018-01-01,2085-9,cumulus__missing-or-null, +46,2018-01-01,18262-6,, +46,2018-01-01,18262-6,cumulus__missing-or-null, +46,2017-07-01,70274-6,, +46,2017-07-01,70274-6,cumulus__missing-or-null, +46,2017-04-01,55758-7,, +46,2017-04-01,55758-7,cumulus__missing-or-null, +46,2017-02-01,3094-0,,ambulatory +46,2017-02-01,3094-0,cumulus__missing-or-null,ambulatory +46,2017-02-01,2951-2,,ambulatory +46,2017-02-01,2951-2,cumulus__missing-or-null,ambulatory +46,2017-02-01,2823-3,,ambulatory +46,2017-02-01,2823-3,cumulus__missing-or-null,ambulatory +46,2017-02-01,2345-7,,ambulatory +46,2017-02-01,2345-7,cumulus__missing-or-null,ambulatory +46,2017-02-01,2160-0,,ambulatory +46,2017-02-01,2160-0,cumulus__missing-or-null,ambulatory +46,2017-02-01,2075-0,,ambulatory +46,2017-02-01,2075-0,cumulus__missing-or-null,ambulatory +46,2017-02-01,2028-9,,ambulatory +46,2017-02-01,2028-9,cumulus__missing-or-null,ambulatory +46,2017-02-01,17861-6,,ambulatory +46,2017-02-01,17861-6,cumulus__missing-or-null,ambulatory +46,2016-09-01,70274-6,, +46,2016-09-01,70274-6,cumulus__missing-or-null, +45,2023-02-01,3094-0,,ambulatory +45,2023-02-01,3094-0,cumulus__missing-or-null,ambulatory +45,2023-02-01,2951-2,,ambulatory +45,2023-02-01,2951-2,cumulus__missing-or-null,ambulatory +45,2023-02-01,2823-3,,ambulatory +45,2023-02-01,2823-3,cumulus__missing-or-null,ambulatory +45,2023-02-01,2345-7,,ambulatory +45,2023-02-01,2345-7,cumulus__missing-or-null,ambulatory +45,2023-02-01,2160-0,,ambulatory +45,2023-02-01,2160-0,cumulus__missing-or-null,ambulatory +45,2023-02-01,2075-0,,ambulatory +45,2023-02-01,2075-0,cumulus__missing-or-null,ambulatory +45,2023-02-01,2028-9,,ambulatory +45,2023-02-01,2028-9,cumulus__missing-or-null,ambulatory +45,2023-02-01,17861-6,,ambulatory +45,2023-02-01,17861-6,cumulus__missing-or-null,ambulatory 45,2022-10-01,,Urine protein test = ++ (finding), 45,2022-10-01,20454-5,Urine protein test = ++ (finding), +45,2022-09-01,3094-0,,ambulatory +45,2022-09-01,3094-0,cumulus__missing-or-null,ambulatory +45,2022-09-01,2951-2,,ambulatory +45,2022-09-01,2951-2,cumulus__missing-or-null,ambulatory +45,2022-09-01,2823-3,,ambulatory +45,2022-09-01,2823-3,cumulus__missing-or-null,ambulatory +45,2022-09-01,2345-7,,ambulatory +45,2022-09-01,2345-7,cumulus__missing-or-null,ambulatory +45,2022-09-01,2160-0,,ambulatory +45,2022-09-01,2160-0,cumulus__missing-or-null,ambulatory +45,2022-09-01,2075-0,,ambulatory +45,2022-09-01,2075-0,cumulus__missing-or-null,ambulatory +45,2022-09-01,2028-9,,ambulatory +45,2022-09-01,2028-9,cumulus__missing-or-null,ambulatory +45,2022-09-01,17861-6,,ambulatory +45,2022-09-01,17861-6,cumulus__missing-or-null,ambulatory +45,2022-08-01,3094-0,, +45,2022-08-01,3094-0,cumulus__missing-or-null, +45,2022-08-01,2951-2,, +45,2022-08-01,2951-2,cumulus__missing-or-null, +45,2022-08-01,2823-3,, +45,2022-08-01,2823-3,cumulus__missing-or-null, +45,2022-08-01,2345-7,, +45,2022-08-01,2345-7,cumulus__missing-or-null, +45,2022-08-01,2160-0,, +45,2022-08-01,2160-0,cumulus__missing-or-null, +45,2022-08-01,2075-0,, +45,2022-08-01,2075-0,cumulus__missing-or-null, +45,2022-08-01,2028-9,, +45,2022-08-01,2028-9,cumulus__missing-or-null, +45,2022-08-01,17861-6,, +45,2022-08-01,17861-6,cumulus__missing-or-null, +45,2022-07-01,70274-6,,ambulatory +45,2022-07-01,70274-6,cumulus__missing-or-null,ambulatory 45,2022-06-01,,Urine protein test = ++ (finding), +45,2022-06-01,2571-8,,ambulatory +45,2022-06-01,2571-8,cumulus__missing-or-null,ambulatory +45,2022-06-01,2093-3,,ambulatory +45,2022-06-01,2093-3,cumulus__missing-or-null,ambulatory +45,2022-06-01,2085-9,,ambulatory +45,2022-06-01,2085-9,cumulus__missing-or-null,ambulatory 45,2022-06-01,20454-5,Urine protein test = ++ (finding), -45,2020-05-01,,Urine protein test = ++ (finding),AMB -45,2020-05-01,20454-5,Urine protein test = ++ (finding),AMB -45,2019-11-01,,Urine protein test = ++ (finding),AMB -45,2019-11-01,20454-5,Urine protein test = ++ (finding),AMB +45,2022-06-01,18262-6,,ambulatory +45,2022-06-01,18262-6,cumulus__missing-or-null,ambulatory +45,2022-05-01,2571-8,, +45,2022-05-01,2571-8,cumulus__missing-or-null, +45,2022-05-01,2093-3,, +45,2022-05-01,2093-3,cumulus__missing-or-null, +45,2022-05-01,2085-9,, +45,2022-05-01,2085-9,cumulus__missing-or-null, +45,2022-05-01,18262-6,, +45,2022-05-01,18262-6,cumulus__missing-or-null, +45,2022-02-01,3094-0,,ambulatory +45,2022-02-01,3094-0,cumulus__missing-or-null,ambulatory +45,2022-02-01,2951-2,,ambulatory +45,2022-02-01,2951-2,cumulus__missing-or-null,ambulatory +45,2022-02-01,2823-3,,ambulatory +45,2022-02-01,2823-3,cumulus__missing-or-null,ambulatory +45,2022-02-01,2345-7,,ambulatory +45,2022-02-01,2345-7,cumulus__missing-or-null,ambulatory +45,2022-02-01,2160-0,,ambulatory +45,2022-02-01,2160-0,cumulus__missing-or-null,ambulatory +45,2022-02-01,2075-0,,ambulatory +45,2022-02-01,2075-0,cumulus__missing-or-null,ambulatory +45,2022-02-01,2028-9,,ambulatory +45,2022-02-01,2028-9,cumulus__missing-or-null,ambulatory +45,2022-02-01,17861-6,,ambulatory +45,2022-02-01,17861-6,cumulus__missing-or-null,ambulatory +45,2021-03-01,3094-0,,ambulatory +45,2021-03-01,3094-0,cumulus__missing-or-null,ambulatory +45,2021-03-01,2951-2,,ambulatory +45,2021-03-01,2951-2,cumulus__missing-or-null,ambulatory +45,2021-03-01,2823-3,,ambulatory +45,2021-03-01,2823-3,cumulus__missing-or-null,ambulatory +45,2021-03-01,2345-7,,ambulatory +45,2021-03-01,2345-7,cumulus__missing-or-null,ambulatory +45,2021-03-01,2160-0,,ambulatory +45,2021-03-01,2160-0,cumulus__missing-or-null,ambulatory +45,2021-03-01,2075-0,,ambulatory +45,2021-03-01,2075-0,cumulus__missing-or-null,ambulatory +45,2021-03-01,2028-9,,ambulatory +45,2021-03-01,2028-9,cumulus__missing-or-null,ambulatory +45,2021-03-01,17861-6,,ambulatory +45,2021-03-01,17861-6,cumulus__missing-or-null,ambulatory +45,2021-01-01,70274-6,, +45,2021-01-01,70274-6,,ambulatory +45,2021-01-01,70274-6,cumulus__missing-or-null, +45,2021-01-01,70274-6,cumulus__missing-or-null,ambulatory +45,2020-11-01,3094-0,,ambulatory +45,2020-11-01,3094-0,cumulus__missing-or-null,ambulatory +45,2020-11-01,2951-2,,ambulatory +45,2020-11-01,2951-2,cumulus__missing-or-null,ambulatory +45,2020-11-01,2823-3,,ambulatory +45,2020-11-01,2823-3,cumulus__missing-or-null,ambulatory +45,2020-11-01,2345-7,,ambulatory +45,2020-11-01,2345-7,cumulus__missing-or-null,ambulatory +45,2020-11-01,2160-0,,ambulatory +45,2020-11-01,2160-0,cumulus__missing-or-null,ambulatory +45,2020-11-01,2075-0,,ambulatory +45,2020-11-01,2075-0,cumulus__missing-or-null,ambulatory +45,2020-11-01,2028-9,,ambulatory +45,2020-11-01,2028-9,cumulus__missing-or-null,ambulatory +45,2020-11-01,17861-6,,ambulatory +45,2020-11-01,17861-6,cumulus__missing-or-null,ambulatory +45,2020-09-01,2571-8,, +45,2020-09-01,2571-8,cumulus__missing-or-null, +45,2020-09-01,2093-3,, +45,2020-09-01,2093-3,cumulus__missing-or-null, +45,2020-09-01,2085-9,, +45,2020-09-01,2085-9,cumulus__missing-or-null, +45,2020-09-01,18262-6,, +45,2020-09-01,18262-6,cumulus__missing-or-null, +45,2020-05-01,,Urine protein test = ++ (finding),ambulatory +45,2020-05-01,70274-6,, +45,2020-05-01,70274-6,,ambulatory +45,2020-05-01,70274-6,cumulus__missing-or-null, +45,2020-05-01,70274-6,cumulus__missing-or-null,ambulatory +45,2020-05-01,20454-5,Urine protein test = ++ (finding),ambulatory +45,2020-01-01,70274-6,,ambulatory +45,2020-01-01,70274-6,cumulus__missing-or-null,ambulatory +45,2019-11-01,,Urine protein test = ++ (finding),ambulatory +45,2019-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +45,2019-02-01,70274-6,, +45,2019-02-01,70274-6,cumulus__missing-or-null, +45,2018-07-01,3094-0,,ambulatory +45,2018-07-01,3094-0,cumulus__missing-or-null,ambulatory +45,2018-07-01,2951-2,,ambulatory +45,2018-07-01,2951-2,cumulus__missing-or-null,ambulatory +45,2018-07-01,2823-3,,ambulatory +45,2018-07-01,2823-3,cumulus__missing-or-null,ambulatory +45,2018-07-01,2345-7,,ambulatory +45,2018-07-01,2345-7,cumulus__missing-or-null,ambulatory +45,2018-07-01,2160-0,,ambulatory +45,2018-07-01,2160-0,cumulus__missing-or-null,ambulatory +45,2018-07-01,2075-0,,ambulatory +45,2018-07-01,2075-0,cumulus__missing-or-null,ambulatory +45,2018-07-01,2028-9,,ambulatory +45,2018-07-01,2028-9,cumulus__missing-or-null,ambulatory +45,2018-07-01,17861-6,,ambulatory +45,2018-07-01,17861-6,cumulus__missing-or-null,ambulatory +45,2017-10-01,70274-6,, +45,2017-10-01,70274-6,cumulus__missing-or-null, +45,2017-04-01,55758-7,,ambulatory +45,2017-04-01,55758-7,cumulus__missing-or-null,ambulatory +45,2016-12-01,70274-6,, +45,2016-12-01,70274-6,cumulus__missing-or-null, +45,2016-09-01,70274-6,,ambulatory +45,2016-09-01,70274-6,cumulus__missing-or-null,ambulatory +45,2016-06-01,3094-0,,ambulatory +45,2016-06-01,3094-0,cumulus__missing-or-null,ambulatory +45,2016-06-01,2951-2,,ambulatory +45,2016-06-01,2951-2,cumulus__missing-or-null,ambulatory +45,2016-06-01,2823-3,,ambulatory +45,2016-06-01,2823-3,cumulus__missing-or-null,ambulatory +45,2016-06-01,2345-7,,ambulatory +45,2016-06-01,2345-7,cumulus__missing-or-null,ambulatory +45,2016-06-01,2160-0,,ambulatory +45,2016-06-01,2160-0,cumulus__missing-or-null,ambulatory +45,2016-06-01,2075-0,,ambulatory +45,2016-06-01,2075-0,cumulus__missing-or-null,ambulatory +45,2016-06-01,2028-9,,ambulatory +45,2016-06-01,2028-9,cumulus__missing-or-null,ambulatory +45,2016-06-01,17861-6,,ambulatory +45,2016-06-01,17861-6,cumulus__missing-or-null,ambulatory +44,2023-01-01,70274-6,,ambulatory +44,2023-01-01,70274-6,cumulus__missing-or-null,ambulatory +44,2022-09-01,70274-6,, +44,2022-09-01,70274-6,cumulus__missing-or-null, 44,2022-07-01,,Urine protein test = ++ (finding), +44,2022-07-01,2571-8,, +44,2022-07-01,2571-8,cumulus__missing-or-null, +44,2022-07-01,2093-3,, +44,2022-07-01,2093-3,cumulus__missing-or-null, +44,2022-07-01,2085-9,, +44,2022-07-01,2085-9,cumulus__missing-or-null, 44,2022-07-01,20454-5,Urine protein test = ++ (finding), +44,2022-07-01,18262-6,, +44,2022-07-01,18262-6,cumulus__missing-or-null, 44,2021-12-01,,Urine protein test = ++ (finding), 44,2021-12-01,20454-5,Urine protein test = ++ (finding), +44,2021-11-01,70274-6,, +44,2021-11-01,70274-6,cumulus__missing-or-null, 44,2021-09-01,,Urine protein test = ++ (finding), +44,2021-09-01,2571-8,,ambulatory +44,2021-09-01,2571-8,cumulus__missing-or-null,ambulatory +44,2021-09-01,2093-3,,ambulatory +44,2021-09-01,2093-3,cumulus__missing-or-null,ambulatory +44,2021-09-01,2085-9,,ambulatory +44,2021-09-01,2085-9,cumulus__missing-or-null,ambulatory 44,2021-09-01,20454-5,Urine protein test = ++ (finding), +44,2021-09-01,18262-6,,ambulatory +44,2021-09-01,18262-6,cumulus__missing-or-null,ambulatory +44,2021-04-01,2571-8,,ambulatory +44,2021-04-01,2571-8,cumulus__missing-or-null,ambulatory +44,2021-04-01,2093-3,,ambulatory +44,2021-04-01,2093-3,cumulus__missing-or-null,ambulatory +44,2021-04-01,2085-9,,ambulatory +44,2021-04-01,2085-9,cumulus__missing-or-null,ambulatory +44,2021-04-01,18262-6,,ambulatory +44,2021-04-01,18262-6,cumulus__missing-or-null,ambulatory +44,2021-03-01,2571-8,, +44,2021-03-01,2571-8,cumulus__missing-or-null, +44,2021-03-01,2093-3,, +44,2021-03-01,2093-3,cumulus__missing-or-null, +44,2021-03-01,2085-9,, +44,2021-03-01,2085-9,cumulus__missing-or-null, +44,2021-03-01,18262-6,, +44,2021-03-01,18262-6,cumulus__missing-or-null, +44,2021-01-01,2571-8,,ambulatory +44,2021-01-01,2571-8,cumulus__missing-or-null,ambulatory +44,2021-01-01,2093-3,,ambulatory +44,2021-01-01,2093-3,cumulus__missing-or-null,ambulatory +44,2021-01-01,2085-9,,ambulatory +44,2021-01-01,2085-9,cumulus__missing-or-null,ambulatory +44,2021-01-01,18262-6,,ambulatory +44,2021-01-01,18262-6,cumulus__missing-or-null,ambulatory 44,2020-12-01,,Urine protein test = ++ (finding), 44,2020-12-01,20454-5,Urine protein test = ++ (finding), +44,2020-04-01,70274-6,,ambulatory +44,2020-04-01,70274-6,cumulus__missing-or-null,ambulatory +44,2020-03-01,,Ex-smoker (finding), +44,2020-03-01,,Ex-smoker (finding),ambulatory +44,2020-03-01,72166-2,Ex-smoker (finding), +44,2020-03-01,72166-2,Ex-smoker (finding),ambulatory +44,2020-03-01,2571-8,, +44,2020-03-01,2571-8,cumulus__missing-or-null, +44,2020-03-01,2093-3,, +44,2020-03-01,2093-3,cumulus__missing-or-null, +44,2020-03-01,2085-9,, +44,2020-03-01,2085-9,cumulus__missing-or-null, +44,2020-03-01,18262-6,, +44,2020-03-01,18262-6,cumulus__missing-or-null, 44,2019-04-01,,Urine protein test = ++ (finding), 44,2019-04-01,20454-5,Urine protein test = ++ (finding), -44,2018-09-01,,Urine protein test = ++ (finding),AMB -44,2018-09-01,20454-5,Urine protein test = ++ (finding),AMB +44,2019-02-01,70274-6,,ambulatory +44,2019-02-01,70274-6,cumulus__missing-or-null,ambulatory +44,2018-11-01,70274-6,, +44,2018-11-01,70274-6,,ambulatory +44,2018-11-01,70274-6,cumulus__missing-or-null, +44,2018-11-01,70274-6,cumulus__missing-or-null,ambulatory +44,2018-09-01,,Urine protein test = ++ (finding),ambulatory +44,2018-09-01,70274-6,, +44,2018-09-01,70274-6,,ambulatory +44,2018-09-01,70274-6,cumulus__missing-or-null, +44,2018-09-01,70274-6,cumulus__missing-or-null,ambulatory +44,2018-09-01,20454-5,Urine protein test = ++ (finding),ambulatory +44,2017-12-01,2571-8,, +44,2017-12-01,2571-8,cumulus__missing-or-null, +44,2017-12-01,2093-3,, +44,2017-12-01,2093-3,cumulus__missing-or-null, +44,2017-12-01,2085-9,, +44,2017-12-01,2085-9,cumulus__missing-or-null, +44,2017-12-01,18262-6,, +44,2017-12-01,18262-6,cumulus__missing-or-null, +44,2017-08-01,70274-6,, +44,2017-08-01,70274-6,cumulus__missing-or-null, +44,2017-07-01,3094-0,,ambulatory +44,2017-07-01,3094-0,cumulus__missing-or-null,ambulatory +44,2017-07-01,2951-2,,ambulatory +44,2017-07-01,2951-2,cumulus__missing-or-null,ambulatory +44,2017-07-01,2823-3,,ambulatory +44,2017-07-01,2823-3,cumulus__missing-or-null,ambulatory +44,2017-07-01,2345-7,,ambulatory +44,2017-07-01,2345-7,cumulus__missing-or-null,ambulatory +44,2017-07-01,2160-0,,ambulatory +44,2017-07-01,2160-0,cumulus__missing-or-null,ambulatory +44,2017-07-01,2075-0,,ambulatory +44,2017-07-01,2075-0,cumulus__missing-or-null,ambulatory +44,2017-07-01,2028-9,,ambulatory +44,2017-07-01,2028-9,cumulus__missing-or-null,ambulatory +44,2017-07-01,17861-6,,ambulatory +44,2017-07-01,17861-6,cumulus__missing-or-null,ambulatory 44,2017-06-01,,Urine smell ammoniacal (finding), 44,2017-06-01,,Urine nitrite negative (finding), 44,2017-06-01,,Urine leukocyte test negative (finding), @@ -5109,12 +17901,22 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 44,2017-06-01,,Finding of bilirubin in urine (finding), 44,2017-06-01,,Cloudy urine (finding), 44,2017-06-01,,Brown color (qualifier value), +44,2017-06-01,5811-5,, +44,2017-06-01,5811-5,cumulus__missing-or-null, +44,2017-06-01,5804-0,, +44,2017-06-01,5804-0,cumulus__missing-or-null, +44,2017-06-01,5803-2,, +44,2017-06-01,5803-2,cumulus__missing-or-null, 44,2017-06-01,5802-4,, 44,2017-06-01,5802-4,Urine nitrite negative (finding), 44,2017-06-01,5799-2,, 44,2017-06-01,5799-2,Urine leukocyte test negative (finding), +44,2017-06-01,5797-6,, +44,2017-06-01,5797-6,cumulus__missing-or-null, 44,2017-06-01,5794-3,, 44,2017-06-01,5794-3,Urine blood test = negative (finding), +44,2017-06-01,5792-7,, +44,2017-06-01,5792-7,cumulus__missing-or-null, 44,2017-06-01,5778-6,, 44,2017-06-01,5778-6,Brown color (qualifier value), 44,2017-06-01,5770-3,, @@ -5128,1256 +17930,11913 @@ cnt,lab_month,lab_code,lab_result_display,enc_class_code 44,2017-06-01,25428-4,, 44,2017-06-01,25428-4,Urine glucose test = ++ (finding), 44,2017-06-01,2514-8,, +44,2017-06-01,20505-4,, +44,2017-06-01,20505-4,cumulus__missing-or-null, 44,2017-06-01,20454-5,, +44,2017-04-01,3094-0,, +44,2017-04-01,3094-0,cumulus__missing-or-null, +44,2017-04-01,2951-2,, +44,2017-04-01,2951-2,cumulus__missing-or-null, +44,2017-04-01,2823-3,, +44,2017-04-01,2823-3,cumulus__missing-or-null, +44,2017-04-01,2345-7,, +44,2017-04-01,2345-7,cumulus__missing-or-null, +44,2017-04-01,2160-0,, +44,2017-04-01,2160-0,cumulus__missing-or-null, +44,2017-04-01,2075-0,, +44,2017-04-01,2075-0,cumulus__missing-or-null, +44,2017-04-01,2028-9,, +44,2017-04-01,2028-9,cumulus__missing-or-null, +44,2017-04-01,17861-6,, +44,2017-04-01,17861-6,cumulus__missing-or-null, +44,2016-12-01,70274-6,,ambulatory +44,2016-12-01,70274-6,cumulus__missing-or-null,ambulatory 44,2016-09-01,,Urine protein test = ++ (finding), 44,2016-09-01,20454-5,Urine protein test = ++ (finding), +43,,,High Risk (MFS Score 50+),emergency +43,,59461-4,High Risk (MFS Score 50+),emergency +43,2023-03-01,3094-0,,ambulatory +43,2023-03-01,3094-0,cumulus__missing-or-null,ambulatory +43,2023-03-01,2951-2,,ambulatory +43,2023-03-01,2951-2,cumulus__missing-or-null,ambulatory +43,2023-03-01,2823-3,,ambulatory +43,2023-03-01,2823-3,cumulus__missing-or-null,ambulatory +43,2023-03-01,2345-7,,ambulatory +43,2023-03-01,2345-7,cumulus__missing-or-null,ambulatory +43,2023-03-01,2160-0,,ambulatory +43,2023-03-01,2160-0,cumulus__missing-or-null,ambulatory +43,2023-03-01,2075-0,,ambulatory +43,2023-03-01,2075-0,cumulus__missing-or-null,ambulatory +43,2023-03-01,2028-9,,ambulatory +43,2023-03-01,2028-9,cumulus__missing-or-null,ambulatory +43,2023-03-01,17861-6,,ambulatory +43,2023-03-01,17861-6,cumulus__missing-or-null,ambulatory 43,2022-11-01,,Urine protein test = ++ (finding), 43,2022-11-01,20454-5,Urine protein test = ++ (finding), +43,2022-10-01,2571-8,,ambulatory +43,2022-10-01,2571-8,cumulus__missing-or-null,ambulatory +43,2022-10-01,2093-3,,ambulatory +43,2022-10-01,2093-3,cumulus__missing-or-null,ambulatory +43,2022-10-01,2085-9,,ambulatory +43,2022-10-01,2085-9,cumulus__missing-or-null,ambulatory +43,2022-10-01,18262-6,,ambulatory +43,2022-10-01,18262-6,cumulus__missing-or-null,ambulatory +43,2021-11-01,70274-6,,ambulatory +43,2021-11-01,70274-6,cumulus__missing-or-null,ambulatory +43,2021-11-01,2571-8,, +43,2021-11-01,2571-8,cumulus__missing-or-null, +43,2021-11-01,2093-3,, +43,2021-11-01,2093-3,cumulus__missing-or-null, +43,2021-11-01,2085-9,, +43,2021-11-01,2085-9,cumulus__missing-or-null, +43,2021-11-01,18262-6,, +43,2021-11-01,18262-6,cumulus__missing-or-null, +43,2021-08-01,2571-8,, +43,2021-08-01,2571-8,cumulus__missing-or-null, +43,2021-08-01,2093-3,, +43,2021-08-01,2093-3,cumulus__missing-or-null, +43,2021-08-01,2085-9,, +43,2021-08-01,2085-9,cumulus__missing-or-null, +43,2021-08-01,18262-6,, +43,2021-08-01,18262-6,cumulus__missing-or-null, +43,2020-10-01,2571-8,, +43,2020-10-01,2571-8,cumulus__missing-or-null, +43,2020-10-01,2093-3,, +43,2020-10-01,2093-3,cumulus__missing-or-null, +43,2020-10-01,2085-9,, +43,2020-10-01,2085-9,cumulus__missing-or-null, +43,2020-10-01,18262-6,, +43,2020-10-01,18262-6,cumulus__missing-or-null, +43,2020-08-01,2571-8,,ambulatory +43,2020-08-01,2571-8,cumulus__missing-or-null,ambulatory +43,2020-08-01,2093-3,,ambulatory +43,2020-08-01,2093-3,cumulus__missing-or-null,ambulatory +43,2020-08-01,2085-9,,ambulatory +43,2020-08-01,2085-9,cumulus__missing-or-null,ambulatory +43,2020-08-01,18262-6,,ambulatory +43,2020-08-01,18262-6,cumulus__missing-or-null,ambulatory +43,2020-07-01,3094-0,,ambulatory +43,2020-07-01,3094-0,cumulus__missing-or-null,ambulatory +43,2020-07-01,2951-2,,ambulatory +43,2020-07-01,2951-2,cumulus__missing-or-null,ambulatory +43,2020-07-01,2823-3,,ambulatory +43,2020-07-01,2823-3,cumulus__missing-or-null,ambulatory +43,2020-07-01,2345-7,,ambulatory +43,2020-07-01,2345-7,cumulus__missing-or-null,ambulatory +43,2020-07-01,2160-0,,ambulatory +43,2020-07-01,2160-0,cumulus__missing-or-null,ambulatory +43,2020-07-01,2075-0,,ambulatory +43,2020-07-01,2075-0,cumulus__missing-or-null,ambulatory +43,2020-07-01,2028-9,,ambulatory +43,2020-07-01,2028-9,cumulus__missing-or-null,ambulatory +43,2020-07-01,17861-6,,ambulatory +43,2020-07-01,17861-6,cumulus__missing-or-null,ambulatory +43,2020-06-01,789-8,, +43,2020-06-01,789-8,cumulus__missing-or-null, +43,2020-06-01,787-2,, +43,2020-06-01,787-2,cumulus__missing-or-null, +43,2020-06-01,786-4,, +43,2020-06-01,786-4,cumulus__missing-or-null, +43,2020-06-01,785-6,, +43,2020-06-01,785-6,cumulus__missing-or-null, +43,2020-06-01,777-3,, +43,2020-06-01,777-3,cumulus__missing-or-null, +43,2020-06-01,718-7,, +43,2020-06-01,718-7,cumulus__missing-or-null, +43,2020-06-01,6690-2,, +43,2020-06-01,6690-2,cumulus__missing-or-null, +43,2020-06-01,4544-3,, +43,2020-06-01,4544-3,cumulus__missing-or-null, +43,2020-06-01,2571-8,,ambulatory +43,2020-06-01,2571-8,cumulus__missing-or-null,ambulatory +43,2020-06-01,2093-3,,ambulatory +43,2020-06-01,2093-3,cumulus__missing-or-null,ambulatory +43,2020-06-01,2085-9,,ambulatory +43,2020-06-01,2085-9,cumulus__missing-or-null,ambulatory +43,2020-06-01,18262-6,,ambulatory +43,2020-06-01,18262-6,cumulus__missing-or-null,ambulatory +43,2019-12-01,70274-6,, +43,2019-12-01,70274-6,cumulus__missing-or-null, +43,2019-09-01,3094-0,,ambulatory +43,2019-09-01,3094-0,cumulus__missing-or-null,ambulatory +43,2019-09-01,2951-2,,ambulatory +43,2019-09-01,2951-2,cumulus__missing-or-null,ambulatory +43,2019-09-01,2823-3,,ambulatory +43,2019-09-01,2823-3,cumulus__missing-or-null,ambulatory +43,2019-09-01,2345-7,,ambulatory +43,2019-09-01,2345-7,cumulus__missing-or-null,ambulatory +43,2019-09-01,2160-0,,ambulatory +43,2019-09-01,2160-0,cumulus__missing-or-null,ambulatory +43,2019-09-01,2075-0,,ambulatory +43,2019-09-01,2075-0,cumulus__missing-or-null,ambulatory +43,2019-09-01,2028-9,,ambulatory +43,2019-09-01,2028-9,cumulus__missing-or-null,ambulatory +43,2019-09-01,17861-6,,ambulatory +43,2019-09-01,17861-6,cumulus__missing-or-null,ambulatory +43,2019-07-01,3094-0,, +43,2019-07-01,3094-0,cumulus__missing-or-null, +43,2019-07-01,2951-2,, +43,2019-07-01,2951-2,cumulus__missing-or-null, +43,2019-07-01,2823-3,, +43,2019-07-01,2823-3,cumulus__missing-or-null, +43,2019-07-01,2345-7,, +43,2019-07-01,2345-7,cumulus__missing-or-null, +43,2019-07-01,2160-0,, +43,2019-07-01,2160-0,cumulus__missing-or-null, +43,2019-07-01,2075-0,, +43,2019-07-01,2075-0,cumulus__missing-or-null, +43,2019-07-01,2028-9,, +43,2019-07-01,2028-9,cumulus__missing-or-null, +43,2019-07-01,17861-6,, +43,2019-07-01,17861-6,cumulus__missing-or-null, +43,2019-04-01,2571-8,, +43,2019-04-01,2571-8,cumulus__missing-or-null, +43,2019-04-01,2093-3,, +43,2019-04-01,2093-3,cumulus__missing-or-null, +43,2019-04-01,2085-9,, +43,2019-04-01,2085-9,cumulus__missing-or-null, +43,2019-04-01,18262-6,, +43,2019-04-01,18262-6,cumulus__missing-or-null, 43,2019-02-01,,Urine protein test = ++ (finding), 43,2019-02-01,20454-5,Urine protein test = ++ (finding), +43,2018-07-01,2571-8,, +43,2018-07-01,2571-8,cumulus__missing-or-null, +43,2018-07-01,2093-3,, +43,2018-07-01,2093-3,cumulus__missing-or-null, +43,2018-07-01,2085-9,, +43,2018-07-01,2085-9,cumulus__missing-or-null, +43,2018-07-01,18262-6,, +43,2018-07-01,18262-6,cumulus__missing-or-null, +43,2018-03-01,76504-0,, +43,2018-03-01,76504-0,cumulus__missing-or-null, +43,2018-02-01,3094-0,,ambulatory +43,2018-02-01,3094-0,cumulus__missing-or-null,ambulatory +43,2018-02-01,2951-2,,ambulatory +43,2018-02-01,2951-2,cumulus__missing-or-null,ambulatory +43,2018-02-01,2823-3,,ambulatory +43,2018-02-01,2823-3,cumulus__missing-or-null,ambulatory +43,2018-02-01,2345-7,,ambulatory +43,2018-02-01,2345-7,cumulus__missing-or-null,ambulatory +43,2018-02-01,2160-0,,ambulatory +43,2018-02-01,2160-0,cumulus__missing-or-null,ambulatory +43,2018-02-01,2075-0,,ambulatory +43,2018-02-01,2075-0,cumulus__missing-or-null,ambulatory +43,2018-02-01,2028-9,,ambulatory +43,2018-02-01,2028-9,cumulus__missing-or-null,ambulatory +43,2018-02-01,17861-6,,ambulatory +43,2018-02-01,17861-6,cumulus__missing-or-null,ambulatory +43,2017-10-01,70274-6,,ambulatory +43,2017-10-01,70274-6,cumulus__missing-or-null,ambulatory +43,2017-09-01,3094-0,,ambulatory +43,2017-09-01,3094-0,cumulus__missing-or-null,ambulatory +43,2017-09-01,2951-2,,ambulatory +43,2017-09-01,2951-2,cumulus__missing-or-null,ambulatory +43,2017-09-01,2823-3,,ambulatory +43,2017-09-01,2823-3,cumulus__missing-or-null,ambulatory +43,2017-09-01,2345-7,,ambulatory +43,2017-09-01,2345-7,cumulus__missing-or-null,ambulatory +43,2017-09-01,2160-0,,ambulatory +43,2017-09-01,2160-0,cumulus__missing-or-null,ambulatory +43,2017-09-01,2075-0,,ambulatory +43,2017-09-01,2075-0,cumulus__missing-or-null,ambulatory +43,2017-09-01,2028-9,,ambulatory +43,2017-09-01,2028-9,cumulus__missing-or-null,ambulatory +43,2017-09-01,17861-6,,ambulatory +43,2017-09-01,17861-6,cumulus__missing-or-null,ambulatory +43,2017-07-01,70274-6,,ambulatory +43,2017-07-01,70274-6,cumulus__missing-or-null,ambulatory +43,2017-06-01,70274-6,, +43,2017-06-01,70274-6,,ambulatory +43,2017-06-01,70274-6,cumulus__missing-or-null, +43,2017-06-01,70274-6,cumulus__missing-or-null,ambulatory +43,2017-03-01,3094-0,,ambulatory +43,2017-03-01,3094-0,cumulus__missing-or-null,ambulatory +43,2017-03-01,2951-2,,ambulatory +43,2017-03-01,2951-2,cumulus__missing-or-null,ambulatory +43,2017-03-01,2823-3,,ambulatory +43,2017-03-01,2823-3,cumulus__missing-or-null,ambulatory +43,2017-03-01,2345-7,,ambulatory +43,2017-03-01,2345-7,cumulus__missing-or-null,ambulatory +43,2017-03-01,2160-0,,ambulatory +43,2017-03-01,2160-0,cumulus__missing-or-null,ambulatory +43,2017-03-01,2075-0,,ambulatory +43,2017-03-01,2075-0,cumulus__missing-or-null,ambulatory +43,2017-03-01,2028-9,,ambulatory +43,2017-03-01,2028-9,cumulus__missing-or-null,ambulatory +43,2017-03-01,17861-6,,ambulatory +43,2017-03-01,17861-6,cumulus__missing-or-null,ambulatory 43,2017-01-01,,Urine protein test = ++ (finding), 43,2017-01-01,20454-5,Urine protein test = ++ (finding), +43,2016-08-01,2571-8,, +43,2016-08-01,2571-8,cumulus__missing-or-null, +43,2016-08-01,2093-3,, +43,2016-08-01,2093-3,cumulus__missing-or-null, +43,2016-08-01,2085-9,, +43,2016-08-01,2085-9,cumulus__missing-or-null, +43,2016-08-01,18262-6,, +43,2016-08-01,18262-6,cumulus__missing-or-null, +42,,75626-2,,emergency +42,,75626-2,cumulus__missing-or-null,emergency 42,2023-02-01,,Urine protein test = ++ (finding), 42,2023-02-01,20454-5,Urine protein test = ++ (finding), -42,2022-10-01,,Urine protein test = ++ (finding),AMB -42,2022-10-01,20454-5,Urine protein test = ++ (finding),AMB +42,2022-12-01,2571-8,, +42,2022-12-01,2571-8,cumulus__missing-or-null, +42,2022-12-01,2093-3,, +42,2022-12-01,2093-3,cumulus__missing-or-null, +42,2022-12-01,2085-9,, +42,2022-12-01,2085-9,cumulus__missing-or-null, +42,2022-12-01,18262-6,, +42,2022-12-01,18262-6,cumulus__missing-or-null, +42,2022-11-01,2571-8,, +42,2022-11-01,2571-8,cumulus__missing-or-null, +42,2022-11-01,2093-3,, +42,2022-11-01,2093-3,cumulus__missing-or-null, +42,2022-11-01,2085-9,, +42,2022-11-01,2085-9,cumulus__missing-or-null, +42,2022-11-01,18262-6,, +42,2022-11-01,18262-6,cumulus__missing-or-null, +42,2022-10-01,,Urine protein test = ++ (finding),ambulatory +42,2022-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +42,2022-09-01,70274-6,,ambulatory +42,2022-09-01,70274-6,cumulus__missing-or-null,ambulatory 42,2022-04-01,,Urine protein test = ++ (finding), 42,2022-04-01,20454-5,Urine protein test = ++ (finding), -42,2021-08-01,,Urine protein test = ++ (finding),AMB -42,2021-08-01,20454-5,Urine protein test = ++ (finding),AMB +42,2021-10-01,2571-8,, +42,2021-10-01,2571-8,cumulus__missing-or-null, +42,2021-10-01,2093-3,, +42,2021-10-01,2093-3,cumulus__missing-or-null, +42,2021-10-01,2085-9,, +42,2021-10-01,2085-9,cumulus__missing-or-null, +42,2021-10-01,18262-6,, +42,2021-10-01,18262-6,cumulus__missing-or-null, +42,2021-08-01,,Urine protein test = ++ (finding),ambulatory +42,2021-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +42,2021-06-01,2571-8,, +42,2021-06-01,2571-8,,ambulatory +42,2021-06-01,2571-8,cumulus__missing-or-null, +42,2021-06-01,2571-8,cumulus__missing-or-null,ambulatory +42,2021-06-01,2093-3,, +42,2021-06-01,2093-3,,ambulatory +42,2021-06-01,2093-3,cumulus__missing-or-null, +42,2021-06-01,2093-3,cumulus__missing-or-null,ambulatory +42,2021-06-01,2085-9,, +42,2021-06-01,2085-9,,ambulatory +42,2021-06-01,2085-9,cumulus__missing-or-null, +42,2021-06-01,2085-9,cumulus__missing-or-null,ambulatory +42,2021-06-01,18262-6,, +42,2021-06-01,18262-6,,ambulatory +42,2021-06-01,18262-6,cumulus__missing-or-null, +42,2021-06-01,18262-6,cumulus__missing-or-null,ambulatory 42,2021-04-01,,Urine protein test = ++ (finding), 42,2021-04-01,20454-5,Urine protein test = ++ (finding), -42,2020-12-01,,Urine protein test = ++ (finding),AMB -42,2020-12-01,20454-5,Urine protein test = ++ (finding),AMB +42,2020-12-01,,Urine protein test = ++ (finding),ambulatory +42,2020-12-01,20454-5,Urine protein test = ++ (finding),ambulatory +42,2020-10-01,2571-8,,ambulatory +42,2020-10-01,2571-8,cumulus__missing-or-null,ambulatory +42,2020-10-01,2093-3,,ambulatory +42,2020-10-01,2093-3,cumulus__missing-or-null,ambulatory +42,2020-10-01,2085-9,,ambulatory +42,2020-10-01,2085-9,cumulus__missing-or-null,ambulatory +42,2020-10-01,18262-6,,ambulatory +42,2020-10-01,18262-6,cumulus__missing-or-null,ambulatory +42,2020-09-01,70274-6,, +42,2020-09-01,70274-6,cumulus__missing-or-null, +42,2020-01-01,2571-8,, +42,2020-01-01,2571-8,cumulus__missing-or-null, +42,2020-01-01,2093-3,, +42,2020-01-01,2093-3,cumulus__missing-or-null, +42,2020-01-01,2085-9,, +42,2020-01-01,2085-9,cumulus__missing-or-null, +42,2020-01-01,18262-6,, +42,2020-01-01,18262-6,cumulus__missing-or-null, +42,2019-08-01,2571-8,, +42,2019-08-01,2571-8,cumulus__missing-or-null, +42,2019-08-01,2093-3,, +42,2019-08-01,2093-3,cumulus__missing-or-null, +42,2019-08-01,2085-9,, +42,2019-08-01,2085-9,cumulus__missing-or-null, +42,2019-08-01,18262-6,, +42,2019-08-01,18262-6,cumulus__missing-or-null, +42,2019-07-01,3094-0,,ambulatory +42,2019-07-01,3094-0,cumulus__missing-or-null,ambulatory +42,2019-07-01,2951-2,,ambulatory +42,2019-07-01,2951-2,cumulus__missing-or-null,ambulatory +42,2019-07-01,2823-3,,ambulatory +42,2019-07-01,2823-3,cumulus__missing-or-null,ambulatory +42,2019-07-01,2345-7,,ambulatory +42,2019-07-01,2345-7,cumulus__missing-or-null,ambulatory +42,2019-07-01,2160-0,,ambulatory +42,2019-07-01,2160-0,cumulus__missing-or-null,ambulatory +42,2019-07-01,2075-0,,ambulatory +42,2019-07-01,2075-0,cumulus__missing-or-null,ambulatory +42,2019-07-01,2028-9,,ambulatory +42,2019-07-01,2028-9,cumulus__missing-or-null,ambulatory +42,2019-07-01,17861-6,,ambulatory +42,2019-07-01,17861-6,cumulus__missing-or-null,ambulatory 42,2019-05-01,,Urine protein test = ++ (finding), 42,2019-05-01,20454-5,Urine protein test = ++ (finding), -42,2018-06-01,,Urine protein test = ++ (finding),AMB -42,2018-06-01,20454-5,Urine protein test = ++ (finding),AMB +42,2019-03-01,,Ex-smoker (finding), +42,2019-03-01,72166-2,Ex-smoker (finding), +42,2018-09-01,2571-8,, +42,2018-09-01,2571-8,cumulus__missing-or-null, +42,2018-09-01,2093-3,, +42,2018-09-01,2093-3,cumulus__missing-or-null, +42,2018-09-01,2085-9,, +42,2018-09-01,2085-9,cumulus__missing-or-null, +42,2018-09-01,18262-6,, +42,2018-09-01,18262-6,cumulus__missing-or-null, +42,2018-06-01,,Urine protein test = ++ (finding),ambulatory +42,2018-06-01,20454-5,Urine protein test = ++ (finding),ambulatory +42,2018-05-01,2571-8,, +42,2018-05-01,2571-8,cumulus__missing-or-null, +42,2018-05-01,2093-3,, +42,2018-05-01,2093-3,cumulus__missing-or-null, +42,2018-05-01,2085-9,, +42,2018-05-01,2085-9,cumulus__missing-or-null, +42,2018-05-01,18262-6,, +42,2018-05-01,18262-6,cumulus__missing-or-null, +42,2018-03-01,2571-8,,ambulatory +42,2018-03-01,2571-8,cumulus__missing-or-null,ambulatory +42,2018-03-01,2093-3,,ambulatory +42,2018-03-01,2093-3,cumulus__missing-or-null,ambulatory +42,2018-03-01,2085-9,,ambulatory +42,2018-03-01,2085-9,cumulus__missing-or-null,ambulatory +42,2018-03-01,18262-6,,ambulatory +42,2018-03-01,18262-6,cumulus__missing-or-null,ambulatory 42,2017-12-01,,Urine protein test = ++ (finding), +42,2017-12-01,70274-6,, +42,2017-12-01,70274-6,cumulus__missing-or-null, 42,2017-12-01,20454-5,Urine protein test = ++ (finding), 42,2017-11-01,,Urine protein test = ++ (finding), 42,2017-11-01,20454-5,Urine protein test = ++ (finding), -42,2017-06-01,,Urine smell ammoniacal (finding),AMB -42,2017-06-01,,Urine nitrite negative (finding),AMB -42,2017-06-01,,Urine leukocyte test negative (finding),AMB -42,2017-06-01,,Urine glucose test = ++ (finding),AMB -42,2017-06-01,,Urine blood test = negative (finding),AMB -42,2017-06-01,,Translucent (qualifier value),AMB -42,2017-06-01,,Finding of bilirubin in urine (finding),AMB -42,2017-06-01,,Cloudy urine (finding),AMB -42,2017-06-01,,Brown color (qualifier value),AMB -42,2017-06-01,5802-4,,AMB -42,2017-06-01,5802-4,Urine nitrite negative (finding),AMB -42,2017-06-01,5799-2,,AMB -42,2017-06-01,5799-2,Urine leukocyte test negative (finding),AMB -42,2017-06-01,5794-3,,AMB -42,2017-06-01,5794-3,Urine blood test = negative (finding),AMB -42,2017-06-01,5778-6,,AMB -42,2017-06-01,5778-6,Brown color (qualifier value),AMB -42,2017-06-01,5770-3,,AMB -42,2017-06-01,5770-3,Finding of bilirubin in urine (finding),AMB -42,2017-06-01,5767-9,,AMB -42,2017-06-01,5767-9,Cloudy urine (finding),AMB -42,2017-06-01,34533-0,,AMB -42,2017-06-01,34533-0,Urine smell ammoniacal (finding),AMB -42,2017-06-01,32167-9,,AMB -42,2017-06-01,32167-9,Translucent (qualifier value),AMB -42,2017-06-01,25428-4,,AMB -42,2017-06-01,25428-4,Urine glucose test = ++ (finding),AMB -42,2017-06-01,2514-8,,AMB -42,2017-06-01,20454-5,,AMB +42,2017-08-01,70274-6,,ambulatory +42,2017-08-01,70274-6,cumulus__missing-or-null,ambulatory +42,2017-07-01,2571-8,, +42,2017-07-01,2571-8,cumulus__missing-or-null, +42,2017-07-01,2093-3,, +42,2017-07-01,2093-3,cumulus__missing-or-null, +42,2017-07-01,2085-9,, +42,2017-07-01,2085-9,cumulus__missing-or-null, +42,2017-07-01,18262-6,, +42,2017-07-01,18262-6,cumulus__missing-or-null, +42,2017-06-01,,Urine smell ammoniacal (finding),ambulatory +42,2017-06-01,,Urine nitrite negative (finding),ambulatory +42,2017-06-01,,Urine leukocyte test negative (finding),ambulatory +42,2017-06-01,,Urine glucose test = ++ (finding),ambulatory +42,2017-06-01,,Urine blood test = negative (finding),ambulatory +42,2017-06-01,,Translucent (qualifier value),ambulatory +42,2017-06-01,,Finding of bilirubin in urine (finding),ambulatory +42,2017-06-01,,Cloudy urine (finding),ambulatory +42,2017-06-01,,Brown color (qualifier value),ambulatory +42,2017-06-01,5811-5,,ambulatory +42,2017-06-01,5811-5,cumulus__missing-or-null,ambulatory +42,2017-06-01,5804-0,,ambulatory +42,2017-06-01,5804-0,cumulus__missing-or-null,ambulatory +42,2017-06-01,5803-2,,ambulatory +42,2017-06-01,5803-2,cumulus__missing-or-null,ambulatory +42,2017-06-01,5802-4,,ambulatory +42,2017-06-01,5802-4,Urine nitrite negative (finding),ambulatory +42,2017-06-01,5799-2,,ambulatory +42,2017-06-01,5799-2,Urine leukocyte test negative (finding),ambulatory +42,2017-06-01,5797-6,,ambulatory +42,2017-06-01,5797-6,cumulus__missing-or-null,ambulatory +42,2017-06-01,5794-3,,ambulatory +42,2017-06-01,5794-3,Urine blood test = negative (finding),ambulatory +42,2017-06-01,5792-7,,ambulatory +42,2017-06-01,5792-7,cumulus__missing-or-null,ambulatory +42,2017-06-01,5778-6,,ambulatory +42,2017-06-01,5778-6,Brown color (qualifier value),ambulatory +42,2017-06-01,5770-3,,ambulatory +42,2017-06-01,5770-3,Finding of bilirubin in urine (finding),ambulatory +42,2017-06-01,5767-9,,ambulatory +42,2017-06-01,5767-9,Cloudy urine (finding),ambulatory +42,2017-06-01,34533-0,,ambulatory +42,2017-06-01,34533-0,Urine smell ammoniacal (finding),ambulatory +42,2017-06-01,32167-9,,ambulatory +42,2017-06-01,32167-9,Translucent (qualifier value),ambulatory +42,2017-06-01,3094-0,, +42,2017-06-01,3094-0,cumulus__missing-or-null, +42,2017-06-01,2951-2,, +42,2017-06-01,2951-2,cumulus__missing-or-null, +42,2017-06-01,2823-3,, +42,2017-06-01,2823-3,cumulus__missing-or-null, +42,2017-06-01,25428-4,,ambulatory +42,2017-06-01,25428-4,Urine glucose test = ++ (finding),ambulatory +42,2017-06-01,2514-8,,ambulatory +42,2017-06-01,2345-7,, +42,2017-06-01,2345-7,cumulus__missing-or-null, +42,2017-06-01,2160-0,, +42,2017-06-01,2160-0,cumulus__missing-or-null, +42,2017-06-01,2075-0,, +42,2017-06-01,2075-0,cumulus__missing-or-null, +42,2017-06-01,20505-4,,ambulatory +42,2017-06-01,20505-4,cumulus__missing-or-null,ambulatory +42,2017-06-01,20454-5,,ambulatory +42,2017-06-01,2028-9,, +42,2017-06-01,2028-9,cumulus__missing-or-null, +42,2017-06-01,17861-6,, +42,2017-06-01,17861-6,cumulus__missing-or-null, 42,2017-03-01,,Urine protein test = ++ (finding), 42,2017-03-01,20454-5,Urine protein test = ++ (finding), 42,2017-02-01,,Urine protein test = ++ (finding), +42,2017-02-01,70274-6,, +42,2017-02-01,70274-6,cumulus__missing-or-null, 42,2017-02-01,20454-5,Urine protein test = ++ (finding), -42,2016-09-01,,Urine protein test = ++ (finding),AMB -42,2016-09-01,20454-5,Urine protein test = ++ (finding),AMB +42,2016-09-01,,Urine protein test = ++ (finding),ambulatory +42,2016-09-01,20454-5,Urine protein test = ++ (finding),ambulatory 42,2016-06-01,,Urine protein test = ++ (finding), 42,2016-06-01,20454-5,Urine protein test = ++ (finding), +41,,88040-1,, +41,,88040-1,,ambulatory +41,,10230-1,, +41,,10230-1,cumulus__missing-or-null, 41,2023-01-01,,Urine protein test = ++ (finding), 41,2023-01-01,20454-5,Urine protein test = ++ (finding), -41,2022-07-01,,Urine protein test = ++ (finding),AMB -41,2022-07-01,20454-5,Urine protein test = ++ (finding),AMB -41,2022-05-01,,Urine protein test = ++ (finding),AMB -41,2022-05-01,20454-5,Urine protein test = ++ (finding),AMB -41,2021-12-01,,Urine protein test = ++ (finding),AMB -41,2021-12-01,20454-5,Urine protein test = ++ (finding),AMB -41,2021-04-01,,Urine protein test = ++ (finding),AMB -41,2021-04-01,20454-5,Urine protein test = ++ (finding),AMB +41,2022-08-01,70274-6,, +41,2022-08-01,70274-6,cumulus__missing-or-null, +41,2022-08-01,3094-0,,ambulatory +41,2022-08-01,3094-0,cumulus__missing-or-null,ambulatory +41,2022-08-01,2951-2,,ambulatory +41,2022-08-01,2951-2,cumulus__missing-or-null,ambulatory +41,2022-08-01,2823-3,,ambulatory +41,2022-08-01,2823-3,cumulus__missing-or-null,ambulatory +41,2022-08-01,2345-7,,ambulatory +41,2022-08-01,2345-7,cumulus__missing-or-null,ambulatory +41,2022-08-01,2160-0,,ambulatory +41,2022-08-01,2160-0,cumulus__missing-or-null,ambulatory +41,2022-08-01,2075-0,,ambulatory +41,2022-08-01,2075-0,cumulus__missing-or-null,ambulatory +41,2022-08-01,2028-9,,ambulatory +41,2022-08-01,2028-9,cumulus__missing-or-null,ambulatory +41,2022-08-01,17861-6,,ambulatory +41,2022-08-01,17861-6,cumulus__missing-or-null,ambulatory +41,2022-07-01,,Urine protein test = ++ (finding),ambulatory +41,2022-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +41,2022-05-01,,Urine protein test = ++ (finding),ambulatory +41,2022-05-01,20454-5,Urine protein test = ++ (finding),ambulatory +41,2021-12-01,,Urine protein test = ++ (finding),ambulatory +41,2021-12-01,20454-5,Urine protein test = ++ (finding),ambulatory +41,2021-11-01,2571-8,,ambulatory +41,2021-11-01,2571-8,cumulus__missing-or-null,ambulatory +41,2021-11-01,2093-3,,ambulatory +41,2021-11-01,2093-3,cumulus__missing-or-null,ambulatory +41,2021-11-01,2085-9,,ambulatory +41,2021-11-01,2085-9,cumulus__missing-or-null,ambulatory +41,2021-11-01,18262-6,,ambulatory +41,2021-11-01,18262-6,cumulus__missing-or-null,ambulatory +41,2021-10-01,2571-8,,ambulatory +41,2021-10-01,2571-8,cumulus__missing-or-null,ambulatory +41,2021-10-01,2093-3,,ambulatory +41,2021-10-01,2093-3,cumulus__missing-or-null,ambulatory +41,2021-10-01,2085-9,,ambulatory +41,2021-10-01,2085-9,cumulus__missing-or-null,ambulatory +41,2021-10-01,18262-6,,ambulatory +41,2021-10-01,18262-6,cumulus__missing-or-null,ambulatory +41,2021-04-01,,Urine protein test = ++ (finding),ambulatory +41,2021-04-01,20454-5,Urine protein test = ++ (finding),ambulatory +41,2021-03-01,,Ex-smoker (finding), +41,2021-03-01,72166-2,Ex-smoker (finding), 41,2020-10-01,,Urine protein test = ++ (finding), 41,2020-10-01,20454-5,Urine protein test = ++ (finding), +41,2020-09-01,70274-6,,ambulatory +41,2020-09-01,70274-6,cumulus__missing-or-null,ambulatory +41,2020-03-01,2571-8,,ambulatory +41,2020-03-01,2571-8,cumulus__missing-or-null,ambulatory +41,2020-03-01,2093-3,,ambulatory +41,2020-03-01,2093-3,cumulus__missing-or-null,ambulatory +41,2020-03-01,2085-9,,ambulatory +41,2020-03-01,2085-9,cumulus__missing-or-null,ambulatory +41,2020-03-01,18262-6,,ambulatory +41,2020-03-01,18262-6,cumulus__missing-or-null,ambulatory 41,2020-02-01,,Urine protein test = ++ (finding), 41,2020-02-01,20454-5,Urine protein test = ++ (finding), +41,2020-01-01,2571-8,,ambulatory +41,2020-01-01,2571-8,cumulus__missing-or-null,ambulatory +41,2020-01-01,2093-3,,ambulatory +41,2020-01-01,2093-3,cumulus__missing-or-null,ambulatory +41,2020-01-01,2085-9,,ambulatory +41,2020-01-01,2085-9,cumulus__missing-or-null,ambulatory +41,2020-01-01,18262-6,,ambulatory +41,2020-01-01,18262-6,cumulus__missing-or-null,ambulatory 41,2019-12-01,,Urine protein test = ++ (finding), 41,2019-12-01,20454-5,Urine protein test = ++ (finding), -41,2019-02-01,,Urine protein test = ++ (finding),AMB -41,2019-02-01,20454-5,Urine protein test = ++ (finding),AMB +41,2019-09-01,2571-8,, +41,2019-09-01,2571-8,cumulus__missing-or-null, +41,2019-09-01,2093-3,, +41,2019-09-01,2093-3,cumulus__missing-or-null, +41,2019-09-01,2085-9,, +41,2019-09-01,2085-9,cumulus__missing-or-null, +41,2019-09-01,18262-6,, +41,2019-09-01,18262-6,cumulus__missing-or-null, +41,2019-08-01,2571-8,,ambulatory +41,2019-08-01,2571-8,cumulus__missing-or-null,ambulatory +41,2019-08-01,2093-3,,ambulatory +41,2019-08-01,2093-3,cumulus__missing-or-null,ambulatory +41,2019-08-01,2085-9,,ambulatory +41,2019-08-01,2085-9,cumulus__missing-or-null,ambulatory +41,2019-08-01,18262-6,,ambulatory +41,2019-08-01,18262-6,cumulus__missing-or-null,ambulatory +41,2019-07-01,70274-6,, +41,2019-07-01,70274-6,cumulus__missing-or-null, +41,2019-03-01,,Ex-smoker (finding),ambulatory +41,2019-03-01,82667-7,, +41,2019-03-01,82667-7,cumulus__missing-or-null, +41,2019-03-01,72166-2,Ex-smoker (finding),ambulatory +41,2019-02-01,,Urine protein test = ++ (finding),ambulatory +41,2019-02-01,2571-8,, +41,2019-02-01,2571-8,,ambulatory +41,2019-02-01,2571-8,cumulus__missing-or-null, +41,2019-02-01,2571-8,cumulus__missing-or-null,ambulatory +41,2019-02-01,2093-3,, +41,2019-02-01,2093-3,,ambulatory +41,2019-02-01,2093-3,cumulus__missing-or-null, +41,2019-02-01,2093-3,cumulus__missing-or-null,ambulatory +41,2019-02-01,2085-9,, +41,2019-02-01,2085-9,,ambulatory +41,2019-02-01,2085-9,cumulus__missing-or-null, +41,2019-02-01,2085-9,cumulus__missing-or-null,ambulatory +41,2019-02-01,20454-5,Urine protein test = ++ (finding),ambulatory +41,2019-02-01,18262-6,, +41,2019-02-01,18262-6,,ambulatory +41,2019-02-01,18262-6,cumulus__missing-or-null, +41,2019-02-01,18262-6,cumulus__missing-or-null,ambulatory 41,2018-12-01,,Urine protein test = ++ (finding), 41,2018-12-01,20454-5,Urine protein test = ++ (finding), 41,2018-11-01,,Urine protein test = ++ (finding), +41,2018-11-01,2571-8,,ambulatory +41,2018-11-01,2571-8,cumulus__missing-or-null,ambulatory +41,2018-11-01,2093-3,,ambulatory +41,2018-11-01,2093-3,cumulus__missing-or-null,ambulatory +41,2018-11-01,2085-9,,ambulatory +41,2018-11-01,2085-9,cumulus__missing-or-null,ambulatory 41,2018-11-01,20454-5,Urine protein test = ++ (finding), +41,2018-11-01,18262-6,,ambulatory +41,2018-11-01,18262-6,cumulus__missing-or-null,ambulatory 41,2018-10-01,,Urine protein test = ++ (finding), 41,2018-10-01,20454-5,Urine protein test = ++ (finding), +41,2018-09-01,2571-8,,ambulatory +41,2018-09-01,2571-8,cumulus__missing-or-null,ambulatory +41,2018-09-01,2093-3,,ambulatory +41,2018-09-01,2093-3,cumulus__missing-or-null,ambulatory +41,2018-09-01,2085-9,,ambulatory +41,2018-09-01,2085-9,cumulus__missing-or-null,ambulatory +41,2018-09-01,18262-6,,ambulatory +41,2018-09-01,18262-6,cumulus__missing-or-null,ambulatory +41,2018-03-01,76504-0,,ambulatory +41,2018-03-01,76504-0,cumulus__missing-or-null,ambulatory +41,2017-02-01,70274-6,,ambulatory +41,2017-02-01,70274-6,cumulus__missing-or-null,ambulatory +41,2017-01-01,70274-6,, +41,2017-01-01,70274-6,cumulus__missing-or-null, 41,2016-12-01,,Urine protein test = ++ (finding), 41,2016-12-01,20454-5,Urine protein test = ++ (finding), +41,2016-08-01,2571-8,,ambulatory +41,2016-08-01,2571-8,cumulus__missing-or-null,ambulatory +41,2016-08-01,2093-3,,ambulatory +41,2016-08-01,2093-3,cumulus__missing-or-null,ambulatory +41,2016-08-01,2085-9,,ambulatory +41,2016-08-01,2085-9,cumulus__missing-or-null,ambulatory +41,2016-08-01,18262-6,,ambulatory +41,2016-08-01,18262-6,cumulus__missing-or-null,ambulatory +40,,,Moderate Risk (MFS Score 25 - 45),emergency +40,,59461-4,Moderate Risk (MFS Score 25 - 45),emergency +40,2022-12-01,3094-0,,ambulatory +40,2022-12-01,3094-0,cumulus__missing-or-null,ambulatory +40,2022-12-01,2951-2,,ambulatory +40,2022-12-01,2951-2,cumulus__missing-or-null,ambulatory +40,2022-12-01,2823-3,,ambulatory +40,2022-12-01,2823-3,cumulus__missing-or-null,ambulatory +40,2022-12-01,2345-7,,ambulatory +40,2022-12-01,2345-7,cumulus__missing-or-null,ambulatory +40,2022-12-01,2160-0,,ambulatory +40,2022-12-01,2160-0,cumulus__missing-or-null,ambulatory +40,2022-12-01,2075-0,,ambulatory +40,2022-12-01,2075-0,cumulus__missing-or-null,ambulatory +40,2022-12-01,2028-9,,ambulatory +40,2022-12-01,2028-9,cumulus__missing-or-null,ambulatory +40,2022-12-01,17861-6,,ambulatory +40,2022-12-01,17861-6,cumulus__missing-or-null,ambulatory 40,2022-09-01,,Urine protein test = ++ (finding), 40,2022-09-01,20454-5,Urine protein test = ++ (finding), -40,2022-06-01,,Urine protein test = ++ (finding),AMB -40,2022-06-01,20454-5,Urine protein test = ++ (finding),AMB +40,2022-06-01,,Urine protein test = ++ (finding),ambulatory +40,2022-06-01,20454-5,Urine protein test = ++ (finding),ambulatory 40,2022-03-01,,Urine protein test = ++ (finding), 40,2022-03-01,20454-5,Urine protein test = ++ (finding), 40,2021-11-01,,Urine protein test = ++ (finding), 40,2021-11-01,20454-5,Urine protein test = ++ (finding), -40,2021-09-01,,Urine protein test = ++ (finding),AMB -40,2021-09-01,20454-5,Urine protein test = ++ (finding),AMB +40,2021-09-01,,Urine protein test = ++ (finding),ambulatory +40,2021-09-01,20454-5,Urine protein test = ++ (finding),ambulatory +40,2021-08-01,70274-6,, +40,2021-08-01,70274-6,cumulus__missing-or-null, +40,2021-07-01,2571-8,, +40,2021-07-01,2571-8,,ambulatory +40,2021-07-01,2571-8,cumulus__missing-or-null, +40,2021-07-01,2571-8,cumulus__missing-or-null,ambulatory +40,2021-07-01,2093-3,, +40,2021-07-01,2093-3,,ambulatory +40,2021-07-01,2093-3,cumulus__missing-or-null, +40,2021-07-01,2093-3,cumulus__missing-or-null,ambulatory +40,2021-07-01,2085-9,, +40,2021-07-01,2085-9,,ambulatory +40,2021-07-01,2085-9,cumulus__missing-or-null, +40,2021-07-01,2085-9,cumulus__missing-or-null,ambulatory +40,2021-07-01,18262-6,, +40,2021-07-01,18262-6,,ambulatory +40,2021-07-01,18262-6,cumulus__missing-or-null, +40,2021-07-01,18262-6,cumulus__missing-or-null,ambulatory +40,2021-05-01,2571-8,, +40,2021-05-01,2571-8,cumulus__missing-or-null, +40,2021-05-01,2093-3,, +40,2021-05-01,2093-3,cumulus__missing-or-null, +40,2021-05-01,2085-9,, +40,2021-05-01,2085-9,cumulus__missing-or-null, +40,2021-05-01,18262-6,, +40,2021-05-01,18262-6,cumulus__missing-or-null, +40,2021-03-01,2571-8,,ambulatory +40,2021-03-01,2571-8,cumulus__missing-or-null,ambulatory +40,2021-03-01,2093-3,,ambulatory +40,2021-03-01,2093-3,cumulus__missing-or-null,ambulatory +40,2021-03-01,2085-9,,ambulatory +40,2021-03-01,2085-9,cumulus__missing-or-null,ambulatory +40,2021-03-01,18262-6,,ambulatory +40,2021-03-01,18262-6,cumulus__missing-or-null,ambulatory +40,2021-01-01,8331-1,, +40,2021-01-01,8331-1,cumulus__missing-or-null, +40,2021-01-01,8310-5,, +40,2021-01-01,8310-5,cumulus__missing-or-null, +40,2020-12-01,2571-8,, +40,2020-12-01,2571-8,cumulus__missing-or-null, +40,2020-12-01,2093-3,, +40,2020-12-01,2093-3,cumulus__missing-or-null, +40,2020-12-01,2085-9,, +40,2020-12-01,2085-9,cumulus__missing-or-null, +40,2020-12-01,18262-6,, +40,2020-12-01,18262-6,cumulus__missing-or-null, +40,2020-11-01,70274-6,, +40,2020-11-01,70274-6,,ambulatory +40,2020-11-01,70274-6,cumulus__missing-or-null, +40,2020-11-01,70274-6,cumulus__missing-or-null,ambulatory 40,2020-06-01,,Urine protein test = ++ (finding), +40,2020-06-01,6768-6,, +40,2020-06-01,6768-6,cumulus__missing-or-null, +40,2020-06-01,2885-2,, +40,2020-06-01,2885-2,cumulus__missing-or-null, 40,2020-06-01,20454-5,Urine protein test = ++ (finding), +40,2020-06-01,1975-2,, +40,2020-06-01,1975-2,cumulus__missing-or-null, +40,2020-06-01,1920-8,, +40,2020-06-01,1920-8,cumulus__missing-or-null, +40,2020-06-01,1751-7,, +40,2020-06-01,1751-7,cumulus__missing-or-null, +40,2020-06-01,1742-6,, +40,2020-06-01,1742-6,cumulus__missing-or-null, 40,2020-04-01,,Urine protein test = ++ (finding), 40,2020-04-01,20454-5,Urine protein test = ++ (finding), -40,2020-02-01,,Urine protein test = ++ (finding),AMB -40,2020-02-01,20454-5,Urine protein test = ++ (finding),AMB -40,2019-03-01,,Urine protein test = ++ (finding),AMB -40,2019-03-01,20454-5,Urine protein test = ++ (finding),AMB +40,2020-02-01,,Urine protein test = ++ (finding),ambulatory +40,2020-02-01,20454-5,Urine protein test = ++ (finding),ambulatory +40,2019-12-01,70274-6,,ambulatory +40,2019-12-01,70274-6,cumulus__missing-or-null,ambulatory +40,2019-07-01,70274-6,,ambulatory +40,2019-07-01,70274-6,cumulus__missing-or-null,ambulatory +40,2019-03-01,,Urine protein test = ++ (finding),ambulatory +40,2019-03-01,82667-7,,ambulatory +40,2019-03-01,82667-7,cumulus__missing-or-null,ambulatory +40,2019-03-01,2571-8,,ambulatory +40,2019-03-01,2571-8,cumulus__missing-or-null,ambulatory +40,2019-03-01,2093-3,,ambulatory +40,2019-03-01,2093-3,cumulus__missing-or-null,ambulatory +40,2019-03-01,2085-9,,ambulatory +40,2019-03-01,2085-9,cumulus__missing-or-null,ambulatory +40,2019-03-01,20454-5,Urine protein test = ++ (finding),ambulatory +40,2019-03-01,18262-6,,ambulatory +40,2019-03-01,18262-6,cumulus__missing-or-null,ambulatory 40,2019-01-01,,Urine protein test = ++ (finding), 40,2019-01-01,20454-5,Urine protein test = ++ (finding), +40,2018-10-01,2571-8,, +40,2018-10-01,2571-8,cumulus__missing-or-null, +40,2018-10-01,2093-3,, +40,2018-10-01,2093-3,cumulus__missing-or-null, +40,2018-10-01,2085-9,, +40,2018-10-01,2085-9,cumulus__missing-or-null, +40,2018-10-01,18262-6,, +40,2018-10-01,18262-6,cumulus__missing-or-null, 40,2018-04-01,,Urine protein test = ++ (finding), 40,2018-04-01,20454-5,Urine protein test = ++ (finding), -40,2018-03-01,,Urine protein test = ++ (finding),AMB -40,2018-03-01,20454-5,Urine protein test = ++ (finding),AMB +40,2018-03-01,,Urine protein test = ++ (finding),ambulatory +40,2018-03-01,,Ex-smoker (finding), +40,2018-03-01,72166-2,Ex-smoker (finding), +40,2018-03-01,20454-5,Urine protein test = ++ (finding),ambulatory +40,2018-02-01,2571-8,, +40,2018-02-01,2571-8,cumulus__missing-or-null, +40,2018-02-01,2093-3,, +40,2018-02-01,2093-3,cumulus__missing-or-null, +40,2018-02-01,2085-9,, +40,2018-02-01,2085-9,cumulus__missing-or-null, +40,2018-02-01,18262-6,, +40,2018-02-01,18262-6,cumulus__missing-or-null, +40,2017-12-01,70274-6,,ambulatory +40,2017-12-01,70274-6,cumulus__missing-or-null,ambulatory 40,2017-10-01,,Urine protein test = ++ (finding), 40,2017-10-01,20454-5,Urine protein test = ++ (finding), 40,2017-07-01,,Urine protein test = ++ (finding), 40,2017-07-01,20454-5,Urine protein test = ++ (finding), -40,2016-12-01,,Urine protein test = ++ (finding),AMB -40,2016-12-01,20454-5,Urine protein test = ++ (finding),AMB +40,2017-04-01,3094-0,,ambulatory +40,2017-04-01,3094-0,cumulus__missing-or-null,ambulatory +40,2017-04-01,2951-2,,ambulatory +40,2017-04-01,2951-2,cumulus__missing-or-null,ambulatory +40,2017-04-01,2823-3,,ambulatory +40,2017-04-01,2823-3,cumulus__missing-or-null,ambulatory +40,2017-04-01,2345-7,,ambulatory +40,2017-04-01,2345-7,cumulus__missing-or-null,ambulatory +40,2017-04-01,2160-0,,ambulatory +40,2017-04-01,2160-0,cumulus__missing-or-null,ambulatory +40,2017-04-01,2075-0,,ambulatory +40,2017-04-01,2075-0,cumulus__missing-or-null,ambulatory +40,2017-04-01,2028-9,,ambulatory +40,2017-04-01,2028-9,cumulus__missing-or-null,ambulatory +40,2017-04-01,17861-6,,ambulatory +40,2017-04-01,17861-6,cumulus__missing-or-null,ambulatory +40,2016-12-01,,Urine protein test = ++ (finding),ambulatory +40,2016-12-01,20454-5,Urine protein test = ++ (finding),ambulatory +40,2016-09-01,2571-8,, +40,2016-09-01,2571-8,cumulus__missing-or-null, +40,2016-09-01,2093-3,, +40,2016-09-01,2093-3,cumulus__missing-or-null, +40,2016-09-01,2085-9,, +40,2016-09-01,2085-9,cumulus__missing-or-null, +40,2016-09-01,18262-6,, +40,2016-09-01,18262-6,cumulus__missing-or-null, +39,,57905-2,, +39,,57905-2,,ambulatory +39,,57905-2,cumulus__missing-or-null, +39,,57905-2,cumulus__missing-or-null,ambulatory +39,,33756-8,, +39,,33756-8,,ambulatory +39,,33756-8,cumulus__missing-or-null, +39,,33756-8,cumulus__missing-or-null,ambulatory 39,2023-03-01,,Urine protein test = ++ (finding), +39,2023-03-01,2571-8,, +39,2023-03-01,2571-8,cumulus__missing-or-null, +39,2023-03-01,2093-3,, +39,2023-03-01,2093-3,cumulus__missing-or-null, +39,2023-03-01,2085-9,, +39,2023-03-01,2085-9,cumulus__missing-or-null, 39,2023-03-01,20454-5,Urine protein test = ++ (finding), -39,2023-01-01,,Urine protein test = ++ (finding),AMB -39,2023-01-01,20454-5,Urine protein test = ++ (finding),AMB +39,2023-03-01,18262-6,, +39,2023-03-01,18262-6,cumulus__missing-or-null, +39,2023-02-01,6768-6,, +39,2023-02-01,6768-6,cumulus__missing-or-null, +39,2023-02-01,2885-2,, +39,2023-02-01,2885-2,cumulus__missing-or-null, +39,2023-02-01,1975-2,, +39,2023-02-01,1975-2,cumulus__missing-or-null, +39,2023-02-01,1920-8,, +39,2023-02-01,1920-8,cumulus__missing-or-null, +39,2023-02-01,1751-7,, +39,2023-02-01,1751-7,cumulus__missing-or-null, +39,2023-02-01,1742-6,, +39,2023-02-01,1742-6,cumulus__missing-or-null, +39,2023-01-01,,Urine protein test = ++ (finding),ambulatory +39,2023-01-01,20454-5,Urine protein test = ++ (finding),ambulatory 39,2022-12-01,,Urine protein test = ++ (finding), +39,2022-12-01,70274-6,, +39,2022-12-01,70274-6,cumulus__missing-or-null, 39,2022-12-01,20454-5,Urine protein test = ++ (finding), -39,2022-03-01,,Urine protein test = ++ (finding),AMB -39,2022-03-01,20454-5,Urine protein test = ++ (finding),AMB +39,2022-11-01,2571-8,,ambulatory +39,2022-11-01,2571-8,cumulus__missing-or-null,ambulatory +39,2022-11-01,2093-3,,ambulatory +39,2022-11-01,2093-3,cumulus__missing-or-null,ambulatory +39,2022-11-01,2085-9,,ambulatory +39,2022-11-01,2085-9,cumulus__missing-or-null,ambulatory +39,2022-11-01,18262-6,,ambulatory +39,2022-11-01,18262-6,cumulus__missing-or-null,ambulatory +39,2022-08-01,70274-6,,ambulatory +39,2022-08-01,70274-6,cumulus__missing-or-null,ambulatory +39,2022-07-01,2571-8,,ambulatory +39,2022-07-01,2571-8,cumulus__missing-or-null,ambulatory +39,2022-07-01,2093-3,,ambulatory +39,2022-07-01,2093-3,cumulus__missing-or-null,ambulatory +39,2022-07-01,2085-9,,ambulatory +39,2022-07-01,2085-9,cumulus__missing-or-null,ambulatory +39,2022-07-01,18262-6,,ambulatory +39,2022-07-01,18262-6,cumulus__missing-or-null,ambulatory +39,2022-03-01,,Urine protein test = ++ (finding),ambulatory +39,2022-03-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2021-05-01,2571-8,,ambulatory +39,2021-05-01,2571-8,cumulus__missing-or-null,ambulatory +39,2021-05-01,2093-3,,ambulatory +39,2021-05-01,2093-3,cumulus__missing-or-null,ambulatory +39,2021-05-01,2085-9,,ambulatory +39,2021-05-01,2085-9,cumulus__missing-or-null,ambulatory +39,2021-05-01,18262-6,,ambulatory +39,2021-05-01,18262-6,cumulus__missing-or-null,ambulatory 39,2021-02-01,,Urine protein test = ++ (finding), 39,2021-02-01,20454-5,Urine protein test = ++ (finding), 39,2021-01-01,,Urine protein test = ++ (finding), -39,2021-01-01,,Urine protein test = ++ (finding),AMB +39,2021-01-01,,Urine protein test = ++ (finding),ambulatory 39,2021-01-01,20454-5,Urine protein test = ++ (finding), -39,2021-01-01,20454-5,Urine protein test = ++ (finding),AMB -39,2020-06-01,,Urine protein test = ++ (finding),AMB -39,2020-06-01,20454-5,Urine protein test = ++ (finding),AMB -39,2019-05-01,,Urine protein test = ++ (finding),AMB -39,2019-05-01,20454-5,Urine protein test = ++ (finding),AMB -39,2019-04-01,,Urine protein test = ++ (finding),AMB -39,2019-04-01,20454-5,Urine protein test = ++ (finding),AMB -39,2018-11-01,,Urine protein test = ++ (finding),AMB -39,2018-11-01,20454-5,Urine protein test = ++ (finding),AMB -39,2018-10-01,,Urine protein test = ++ (finding),AMB -39,2018-10-01,20454-5,Urine protein test = ++ (finding),AMB +39,2021-01-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2020-06-01,,Urine protein test = ++ (finding),ambulatory +39,2020-06-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2020-02-01,2571-8,, +39,2020-02-01,2571-8,,ambulatory +39,2020-02-01,2571-8,cumulus__missing-or-null, +39,2020-02-01,2571-8,cumulus__missing-or-null,ambulatory +39,2020-02-01,2093-3,, +39,2020-02-01,2093-3,,ambulatory +39,2020-02-01,2093-3,cumulus__missing-or-null, +39,2020-02-01,2093-3,cumulus__missing-or-null,ambulatory +39,2020-02-01,2085-9,, +39,2020-02-01,2085-9,,ambulatory +39,2020-02-01,2085-9,cumulus__missing-or-null, +39,2020-02-01,2085-9,cumulus__missing-or-null,ambulatory +39,2020-02-01,18262-6,, +39,2020-02-01,18262-6,,ambulatory +39,2020-02-01,18262-6,cumulus__missing-or-null, +39,2020-02-01,18262-6,cumulus__missing-or-null,ambulatory +39,2019-10-01,2571-8,, +39,2019-10-01,2571-8,cumulus__missing-or-null, +39,2019-10-01,2093-3,, +39,2019-10-01,2093-3,cumulus__missing-or-null, +39,2019-10-01,2085-9,, +39,2019-10-01,2085-9,cumulus__missing-or-null, +39,2019-10-01,18262-6,, +39,2019-10-01,18262-6,cumulus__missing-or-null, +39,2019-05-01,,Urine protein test = ++ (finding),ambulatory +39,2019-05-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2019-04-01,,Urine protein test = ++ (finding),ambulatory +39,2019-04-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2018-12-01,2571-8,, +39,2018-12-01,2571-8,cumulus__missing-or-null, +39,2018-12-01,2093-3,, +39,2018-12-01,2093-3,cumulus__missing-or-null, +39,2018-12-01,2085-9,, +39,2018-12-01,2085-9,cumulus__missing-or-null, +39,2018-12-01,18262-6,, +39,2018-12-01,18262-6,cumulus__missing-or-null, +39,2018-11-01,,Urine protein test = ++ (finding),ambulatory +39,2018-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2018-10-01,,Urine protein test = ++ (finding),ambulatory +39,2018-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2018-08-01,789-8,, +39,2018-08-01,789-8,cumulus__missing-or-null, +39,2018-08-01,787-2,, +39,2018-08-01,787-2,cumulus__missing-or-null, +39,2018-08-01,786-4,, +39,2018-08-01,786-4,cumulus__missing-or-null, +39,2018-08-01,785-6,, +39,2018-08-01,785-6,cumulus__missing-or-null, +39,2018-08-01,777-3,, +39,2018-08-01,777-3,cumulus__missing-or-null, +39,2018-08-01,718-7,, +39,2018-08-01,718-7,cumulus__missing-or-null, +39,2018-08-01,6690-2,, +39,2018-08-01,6690-2,cumulus__missing-or-null, +39,2018-07-01,70274-6,, +39,2018-07-01,70274-6,cumulus__missing-or-null, 39,2018-05-01,,Urine protein test = ++ (finding), 39,2018-05-01,20454-5,Urine protein test = ++ (finding), 39,2018-01-01,,Urine protein test = ++ (finding), +39,2018-01-01,2571-8,,ambulatory +39,2018-01-01,2571-8,cumulus__missing-or-null,ambulatory +39,2018-01-01,2093-3,,ambulatory +39,2018-01-01,2093-3,cumulus__missing-or-null,ambulatory +39,2018-01-01,2085-9,,ambulatory +39,2018-01-01,2085-9,cumulus__missing-or-null,ambulatory 39,2018-01-01,20454-5,Urine protein test = ++ (finding), +39,2018-01-01,18262-6,,ambulatory +39,2018-01-01,18262-6,cumulus__missing-or-null,ambulatory +39,2017-09-01,2571-8,, +39,2017-09-01,2571-8,cumulus__missing-or-null, +39,2017-09-01,2093-3,, +39,2017-09-01,2093-3,cumulus__missing-or-null, +39,2017-09-01,2085-9,, +39,2017-09-01,2085-9,cumulus__missing-or-null, +39,2017-09-01,18262-6,, +39,2017-09-01,18262-6,cumulus__missing-or-null, +39,2017-06-01,2571-8,, +39,2017-06-01,2571-8,cumulus__missing-or-null, +39,2017-06-01,2093-3,, +39,2017-06-01,2093-3,cumulus__missing-or-null, +39,2017-06-01,2085-9,, +39,2017-06-01,2085-9,cumulus__missing-or-null, +39,2017-06-01,18262-6,, +39,2017-06-01,18262-6,cumulus__missing-or-null, 39,2017-05-01,,Urine protein test = ++ (finding), +39,2017-05-01,2571-8,, +39,2017-05-01,2571-8,cumulus__missing-or-null, +39,2017-05-01,2093-3,, +39,2017-05-01,2093-3,cumulus__missing-or-null, +39,2017-05-01,2085-9,, +39,2017-05-01,2085-9,cumulus__missing-or-null, 39,2017-05-01,20454-5,Urine protein test = ++ (finding), -39,2017-01-01,,Urine protein test = ++ (finding),AMB -39,2017-01-01,20454-5,Urine protein test = ++ (finding),AMB +39,2017-05-01,18262-6,, +39,2017-05-01,18262-6,cumulus__missing-or-null, +39,2017-01-01,,Urine protein test = ++ (finding),ambulatory +39,2017-01-01,20454-5,Urine protein test = ++ (finding),ambulatory +39,2016-09-01,2571-8,,ambulatory +39,2016-09-01,2571-8,cumulus__missing-or-null,ambulatory +39,2016-09-01,2093-3,,ambulatory +39,2016-09-01,2093-3,cumulus__missing-or-null,ambulatory +39,2016-09-01,2085-9,,ambulatory +39,2016-09-01,2085-9,cumulus__missing-or-null,ambulatory +39,2016-09-01,18262-6,,ambulatory +39,2016-09-01,18262-6,cumulus__missing-or-null,ambulatory +39,2016-08-01,70274-6,, +39,2016-08-01,70274-6,cumulus__missing-or-null, 39,2016-07-01,,Urine protein test = ++ (finding), 39,2016-07-01,20454-5,Urine protein test = ++ (finding), -38,2022-04-01,,Urine protein test = ++ (finding),AMB -38,2022-04-01,20454-5,Urine protein test = ++ (finding),AMB -38,2021-02-01,,Urine protein test = ++ (finding),AMB -38,2021-02-01,20454-5,Urine protein test = ++ (finding),AMB +38,2022-12-01,2571-8,,ambulatory +38,2022-12-01,2571-8,cumulus__missing-or-null,ambulatory +38,2022-12-01,2093-3,,ambulatory +38,2022-12-01,2093-3,cumulus__missing-or-null,ambulatory +38,2022-12-01,2085-9,,ambulatory +38,2022-12-01,2085-9,cumulus__missing-or-null,ambulatory +38,2022-12-01,18262-6,,ambulatory +38,2022-12-01,18262-6,cumulus__missing-or-null,ambulatory +38,2022-07-01,59576-9,, +38,2022-07-01,59576-9,,ambulatory +38,2022-07-01,59576-9,cumulus__missing-or-null, +38,2022-07-01,59576-9,cumulus__missing-or-null,ambulatory +38,2022-05-01,2571-8,,ambulatory +38,2022-05-01,2571-8,cumulus__missing-or-null,ambulatory +38,2022-05-01,2093-3,,ambulatory +38,2022-05-01,2093-3,cumulus__missing-or-null,ambulatory +38,2022-05-01,2085-9,,ambulatory +38,2022-05-01,2085-9,cumulus__missing-or-null,ambulatory +38,2022-05-01,18262-6,,ambulatory +38,2022-05-01,18262-6,cumulus__missing-or-null,ambulatory +38,2022-04-01,,Urine protein test = ++ (finding),ambulatory +38,2022-04-01,20454-5,Urine protein test = ++ (finding),ambulatory +38,2022-03-01,82667-7,, +38,2022-03-01,82667-7,,ambulatory +38,2022-03-01,82667-7,cumulus__missing-or-null, +38,2022-03-01,82667-7,cumulus__missing-or-null,ambulatory +38,2022-03-01,2571-8,, +38,2022-03-01,2571-8,cumulus__missing-or-null, +38,2022-03-01,2093-3,, +38,2022-03-01,2093-3,cumulus__missing-or-null, +38,2022-03-01,2085-9,, +38,2022-03-01,2085-9,cumulus__missing-or-null, +38,2022-03-01,18262-6,, +38,2022-03-01,18262-6,cumulus__missing-or-null, +38,2021-12-01,,Ex-smoker (finding), +38,2021-12-01,,Ex-smoker (finding),ambulatory +38,2021-12-01,72166-2,Ex-smoker (finding), +38,2021-12-01,72166-2,Ex-smoker (finding),ambulatory +38,2021-08-01,70274-6,,ambulatory +38,2021-08-01,70274-6,cumulus__missing-or-null,ambulatory +38,2021-06-01,75626-2,, +38,2021-06-01,75626-2,,ambulatory +38,2021-06-01,75626-2,cumulus__missing-or-null, +38,2021-06-01,75626-2,cumulus__missing-or-null,ambulatory +38,2021-04-01,76504-0,, +38,2021-04-01,76504-0,,ambulatory +38,2021-04-01,76504-0,cumulus__missing-or-null, +38,2021-04-01,76504-0,cumulus__missing-or-null,ambulatory +38,2021-03-01,,Ex-smoker (finding),ambulatory +38,2021-03-01,72166-2,Ex-smoker (finding),ambulatory +38,2021-02-01,,Urine protein test = ++ (finding),ambulatory +38,2021-02-01,20454-5,Urine protein test = ++ (finding),ambulatory 38,2020-09-01,,Urine protein test = ++ (finding), -38,2020-09-01,,Urine protein test = ++ (finding),AMB +38,2020-09-01,,Urine protein test = ++ (finding),ambulatory 38,2020-09-01,20454-5,Urine protein test = ++ (finding), -38,2020-09-01,20454-5,Urine protein test = ++ (finding),AMB +38,2020-09-01,20454-5,Urine protein test = ++ (finding),ambulatory 38,2020-07-01,,Urine protein test = ++ (finding), 38,2020-07-01,20454-5,Urine protein test = ++ (finding), -38,2018-12-01,,Urine protein test = ++ (finding),AMB -38,2018-12-01,20454-5,Urine protein test = ++ (finding),AMB +38,2019-11-01,2571-8,, +38,2019-11-01,2571-8,cumulus__missing-or-null, +38,2019-11-01,2093-3,, +38,2019-11-01,2093-3,cumulus__missing-or-null, +38,2019-11-01,2085-9,, +38,2019-11-01,2085-9,cumulus__missing-or-null, +38,2019-11-01,18262-6,, +38,2019-11-01,18262-6,cumulus__missing-or-null, +38,2019-10-01,2571-8,,ambulatory +38,2019-10-01,2571-8,cumulus__missing-or-null,ambulatory +38,2019-10-01,2093-3,,ambulatory +38,2019-10-01,2093-3,cumulus__missing-or-null,ambulatory +38,2019-10-01,2085-9,,ambulatory +38,2019-10-01,2085-9,cumulus__missing-or-null,ambulatory +38,2019-10-01,18262-6,,ambulatory +38,2019-10-01,18262-6,cumulus__missing-or-null,ambulatory +38,2019-09-01,2571-8,,ambulatory +38,2019-09-01,2571-8,cumulus__missing-or-null,ambulatory +38,2019-09-01,2093-3,,ambulatory +38,2019-09-01,2093-3,cumulus__missing-or-null,ambulatory +38,2019-09-01,2085-9,,ambulatory +38,2019-09-01,2085-9,cumulus__missing-or-null,ambulatory +38,2019-09-01,18262-6,,ambulatory +38,2019-09-01,18262-6,cumulus__missing-or-null,ambulatory +38,2019-06-01,2571-8,, +38,2019-06-01,2571-8,cumulus__missing-or-null, +38,2019-06-01,2093-3,, +38,2019-06-01,2093-3,cumulus__missing-or-null, +38,2019-06-01,2085-9,, +38,2019-06-01,2085-9,cumulus__missing-or-null, +38,2019-06-01,18262-6,, +38,2019-06-01,18262-6,cumulus__missing-or-null, +38,2018-12-01,,Urine protein test = ++ (finding),ambulatory +38,2018-12-01,20454-5,Urine protein test = ++ (finding),ambulatory 38,2018-08-01,,Urine protein test = ++ (finding), +38,2018-08-01,4544-3,, +38,2018-08-01,4544-3,cumulus__missing-or-null, 38,2018-08-01,20454-5,Urine protein test = ++ (finding), -38,2017-12-01,,Urine protein test = ++ (finding),AMB -38,2017-12-01,20454-5,Urine protein test = ++ (finding),AMB -38,2017-10-01,,Urine protein test = ++ (finding),AMB -38,2017-10-01,20454-5,Urine protein test = ++ (finding),AMB -38,2017-02-01,,Urine protein test = ++ (finding),AMB -38,2017-02-01,20454-5,Urine protein test = ++ (finding),AMB +38,2018-07-01,70274-6,,ambulatory +38,2018-07-01,70274-6,cumulus__missing-or-null,ambulatory +38,2018-03-01,,Ex-smoker (finding),ambulatory +38,2018-03-01,82667-7,, +38,2018-03-01,82667-7,cumulus__missing-or-null, +38,2018-03-01,72166-2,Ex-smoker (finding),ambulatory +38,2017-12-01,,Urine protein test = ++ (finding),ambulatory +38,2017-12-01,20454-5,Urine protein test = ++ (finding),ambulatory +38,2017-11-01,70274-6,, +38,2017-11-01,70274-6,cumulus__missing-or-null, +38,2017-10-01,,Urine protein test = ++ (finding),ambulatory +38,2017-10-01,2571-8,, +38,2017-10-01,2571-8,cumulus__missing-or-null, +38,2017-10-01,2093-3,, +38,2017-10-01,2093-3,cumulus__missing-or-null, +38,2017-10-01,2085-9,, +38,2017-10-01,2085-9,cumulus__missing-or-null, +38,2017-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +38,2017-10-01,18262-6,, +38,2017-10-01,18262-6,cumulus__missing-or-null, +38,2017-05-01,2571-8,,ambulatory +38,2017-05-01,2571-8,cumulus__missing-or-null,ambulatory +38,2017-05-01,2093-3,,ambulatory +38,2017-05-01,2093-3,cumulus__missing-or-null,ambulatory +38,2017-05-01,2085-9,,ambulatory +38,2017-05-01,2085-9,cumulus__missing-or-null,ambulatory +38,2017-05-01,18262-6,,ambulatory +38,2017-05-01,18262-6,cumulus__missing-or-null,ambulatory +38,2017-02-01,,Urine protein test = ++ (finding),ambulatory +38,2017-02-01,20454-5,Urine protein test = ++ (finding),ambulatory +38,2017-01-01,70274-6,,ambulatory +38,2017-01-01,70274-6,cumulus__missing-or-null,ambulatory 38,2016-10-01,,Urine protein test = ++ (finding), 38,2016-10-01,20454-5,Urine protein test = ++ (finding), 38,2016-08-01,,Urine protein test = ++ (finding), 38,2016-08-01,20454-5,Urine protein test = ++ (finding), -37,2022-11-01,,Urine protein test = ++ (finding),AMB -37,2022-11-01,20454-5,Urine protein test = ++ (finding),AMB -37,2022-09-01,,Urine protein test = ++ (finding),AMB -37,2022-09-01,20454-5,Urine protein test = ++ (finding),AMB -37,2021-11-01,,Urine protein test = ++ (finding),AMB -37,2021-11-01,20454-5,Urine protein test = ++ (finding),AMB -37,2020-10-01,,Urine protein test = ++ (finding),AMB -37,2020-10-01,20454-5,Urine protein test = ++ (finding),AMB +37,,,Improving (qualifier value), +37,,,Improving (qualifier value),ambulatory +37,,88040-1,Improving (qualifier value), +37,,88040-1,Improving (qualifier value),ambulatory +37,,69453-9,, +37,,69453-9,,ambulatory +37,2023-03-01,70274-6,, +37,2023-03-01,70274-6,cumulus__missing-or-null, +37,2023-01-01,2571-8,, +37,2023-01-01,2571-8,cumulus__missing-or-null, +37,2023-01-01,2093-3,, +37,2023-01-01,2093-3,cumulus__missing-or-null, +37,2023-01-01,2085-9,, +37,2023-01-01,2085-9,cumulus__missing-or-null, +37,2023-01-01,18262-6,, +37,2023-01-01,18262-6,cumulus__missing-or-null, +37,2022-11-01,,Urine protein test = ++ (finding),ambulatory +37,2022-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2022-09-01,,Urine protein test = ++ (finding),ambulatory +37,2022-09-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2022-03-01,2571-8,,ambulatory +37,2022-03-01,2571-8,cumulus__missing-or-null,ambulatory +37,2022-03-01,2093-3,,ambulatory +37,2022-03-01,2093-3,cumulus__missing-or-null,ambulatory +37,2022-03-01,2085-9,,ambulatory +37,2022-03-01,2085-9,cumulus__missing-or-null,ambulatory +37,2022-03-01,18262-6,,ambulatory +37,2022-03-01,18262-6,cumulus__missing-or-null,ambulatory +37,2021-11-01,,Urine protein test = ++ (finding),ambulatory +37,2021-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2021-07-01,59576-9,, +37,2021-07-01,59576-9,,ambulatory +37,2021-07-01,59576-9,cumulus__missing-or-null, +37,2021-07-01,59576-9,cumulus__missing-or-null,ambulatory +37,2020-10-01,,Urine protein test = ++ (finding),ambulatory +37,2020-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2020-06-01,8331-1,, +37,2020-06-01,8331-1,cumulus__missing-or-null, +37,2020-06-01,8310-5,, +37,2020-06-01,8310-5,cumulus__missing-or-null, 37,2020-01-01,,Urine protein test = ++ (finding), 37,2020-01-01,20454-5,Urine protein test = ++ (finding), -37,2019-12-01,,Urine protein test = ++ (finding),AMB -37,2019-12-01,20454-5,Urine protein test = ++ (finding),AMB -37,2017-11-01,,Urine protein test = ++ (finding),AMB -37,2017-11-01,20454-5,Urine protein test = ++ (finding),AMB -37,2017-05-01,,Urine protein test = ++ (finding),AMB -37,2017-05-01,20454-5,Urine protein test = ++ (finding),AMB +37,2019-12-01,,Urine protein test = ++ (finding),ambulatory +37,2019-12-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2019-11-01,2571-8,,ambulatory +37,2019-11-01,2571-8,cumulus__missing-or-null,ambulatory +37,2019-11-01,2093-3,,ambulatory +37,2019-11-01,2093-3,cumulus__missing-or-null,ambulatory +37,2019-11-01,2085-9,,ambulatory +37,2019-11-01,2085-9,cumulus__missing-or-null,ambulatory +37,2019-11-01,18262-6,,ambulatory +37,2019-11-01,18262-6,cumulus__missing-or-null,ambulatory +37,2019-05-01,2571-8,, +37,2019-05-01,2571-8,cumulus__missing-or-null, +37,2019-05-01,2093-3,, +37,2019-05-01,2093-3,cumulus__missing-or-null, +37,2019-05-01,2085-9,, +37,2019-05-01,2085-9,cumulus__missing-or-null, +37,2019-05-01,18262-6,, +37,2019-05-01,18262-6,cumulus__missing-or-null, +37,2019-03-01,789-8,, +37,2019-03-01,789-8,cumulus__missing-or-null, +37,2019-03-01,787-2,, +37,2019-03-01,787-2,cumulus__missing-or-null, +37,2019-03-01,786-4,, +37,2019-03-01,786-4,cumulus__missing-or-null, +37,2019-03-01,785-6,, +37,2019-03-01,785-6,cumulus__missing-or-null, +37,2019-03-01,777-3,, +37,2019-03-01,777-3,cumulus__missing-or-null, +37,2019-03-01,718-7,, +37,2019-03-01,718-7,cumulus__missing-or-null, +37,2019-03-01,6690-2,, +37,2019-03-01,6690-2,cumulus__missing-or-null, +37,2018-04-01,70274-6,, +37,2018-04-01,70274-6,cumulus__missing-or-null, +37,2018-03-01,82667-7,,ambulatory +37,2018-03-01,82667-7,cumulus__missing-or-null,ambulatory +37,2018-02-01,2571-8,,ambulatory +37,2018-02-01,2571-8,cumulus__missing-or-null,ambulatory +37,2018-02-01,2093-3,,ambulatory +37,2018-02-01,2093-3,cumulus__missing-or-null,ambulatory +37,2018-02-01,2085-9,,ambulatory +37,2018-02-01,2085-9,cumulus__missing-or-null,ambulatory +37,2018-02-01,18262-6,,ambulatory +37,2018-02-01,18262-6,cumulus__missing-or-null,ambulatory +37,2017-11-01,,Urine protein test = ++ (finding),ambulatory +37,2017-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2017-09-01,2571-8,,ambulatory +37,2017-09-01,2571-8,cumulus__missing-or-null,ambulatory +37,2017-09-01,2093-3,,ambulatory +37,2017-09-01,2093-3,cumulus__missing-or-null,ambulatory +37,2017-09-01,2085-9,,ambulatory +37,2017-09-01,2085-9,cumulus__missing-or-null,ambulatory +37,2017-09-01,18262-6,,ambulatory +37,2017-09-01,18262-6,cumulus__missing-or-null,ambulatory +37,2017-06-01,59576-9,, +37,2017-06-01,59576-9,cumulus__missing-or-null, +37,2017-05-01,,Urine protein test = ++ (finding),ambulatory +37,2017-05-01,20454-5,Urine protein test = ++ (finding),ambulatory 37,2017-04-01,,Urine protein test = ++ (finding), 37,2017-04-01,20454-5,Urine protein test = ++ (finding), -37,2017-03-01,,Urine protein test = ++ (finding),AMB -37,2017-03-01,20454-5,Urine protein test = ++ (finding),AMB -37,2016-06-01,,Urine protein test = ++ (finding),AMB -37,2016-06-01,20454-5,Urine protein test = ++ (finding),AMB -36,2023-02-01,,Urine protein test = ++ (finding),AMB -36,2023-02-01,20454-5,Urine protein test = ++ (finding),AMB +37,2017-03-01,,Urine protein test = ++ (finding),ambulatory +37,2017-03-01,59576-9,, +37,2017-03-01,59576-9,,ambulatory +37,2017-03-01,59576-9,cumulus__missing-or-null, +37,2017-03-01,59576-9,cumulus__missing-or-null,ambulatory +37,2017-03-01,20454-5,Urine protein test = ++ (finding),ambulatory +37,2016-11-01,70274-6,, +37,2016-11-01,70274-6,cumulus__missing-or-null, +37,2016-06-01,,Urine protein test = ++ (finding),ambulatory +37,2016-06-01,59576-9,, +37,2016-06-01,59576-9,,ambulatory +37,2016-06-01,59576-9,cumulus__missing-or-null, +37,2016-06-01,59576-9,cumulus__missing-or-null,ambulatory +37,2016-06-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2023-03-01,2571-8,,ambulatory +36,2023-03-01,2571-8,cumulus__missing-or-null,ambulatory +36,2023-03-01,2093-3,,ambulatory +36,2023-03-01,2093-3,cumulus__missing-or-null,ambulatory +36,2023-03-01,2085-9,,ambulatory +36,2023-03-01,2085-9,cumulus__missing-or-null,ambulatory +36,2023-03-01,18262-6,,ambulatory +36,2023-03-01,18262-6,cumulus__missing-or-null,ambulatory +36,2023-02-01,,Urine protein test = ++ (finding),ambulatory +36,2023-02-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2023-01-01,2571-8,,ambulatory +36,2023-01-01,2571-8,cumulus__missing-or-null,ambulatory +36,2023-01-01,2093-3,,ambulatory +36,2023-01-01,2093-3,cumulus__missing-or-null,ambulatory +36,2023-01-01,2085-9,,ambulatory +36,2023-01-01,2085-9,cumulus__missing-or-null,ambulatory +36,2023-01-01,18262-6,,ambulatory +36,2023-01-01,18262-6,cumulus__missing-or-null,ambulatory 36,2022-08-01,,Urine protein test = ++ (finding), +36,2022-08-01,2571-8,, +36,2022-08-01,2571-8,cumulus__missing-or-null, +36,2022-08-01,2093-3,, +36,2022-08-01,2093-3,cumulus__missing-or-null, +36,2022-08-01,2085-9,, +36,2022-08-01,2085-9,cumulus__missing-or-null, 36,2022-08-01,20454-5,Urine protein test = ++ (finding), +36,2022-08-01,18262-6,, +36,2022-08-01,18262-6,cumulus__missing-or-null, +36,2022-04-01,59576-9,, +36,2022-04-01,59576-9,cumulus__missing-or-null, 36,2022-02-01,,Urine protein test = ++ (finding), 36,2022-02-01,20454-5,Urine protein test = ++ (finding), 36,2021-05-01,,Urine ketone test = + (finding), 36,2021-05-01,2514-8,Urine ketone test = + (finding), 36,2021-03-01,,Urine protein test = ++ (finding), 36,2021-03-01,20454-5,Urine protein test = ++ (finding), +36,2020-10-01,70274-6,, +36,2020-10-01,70274-6,cumulus__missing-or-null, 36,2020-08-01,,Urine protein test = ++ (finding), 36,2020-08-01,20454-5,Urine protein test = ++ (finding), -36,2020-04-01,,Urine protein test = ++ (finding),AMB -36,2020-04-01,20454-5,Urine protein test = ++ (finding),AMB -36,2019-01-01,,Urine protein test = ++ (finding),AMB -36,2019-01-01,20454-5,Urine protein test = ++ (finding),AMB -36,2018-08-01,,Urine protein test = ++ (finding),AMB -36,2018-08-01,20454-5,Urine protein test = ++ (finding),AMB -36,2018-05-01,,Urine protein test = ++ (finding),AMB -36,2018-05-01,20454-5,Urine protein test = ++ (finding),AMB -36,2018-04-01,,Urine protein test = ++ (finding),AMB -36,2018-04-01,20454-5,Urine protein test = ++ (finding),AMB -36,2016-10-01,,Urine protein test = ++ (finding),AMB -36,2016-10-01,20454-5,Urine protein test = ++ (finding),AMB -35,2022-02-01,,Urine protein test = ++ (finding),AMB -35,2022-02-01,20454-5,Urine protein test = ++ (finding),AMB -35,2020-01-01,,Urine protein test = ++ (finding),AMB -35,2020-01-01,20454-5,Urine protein test = ++ (finding),AMB +36,2020-05-01,2571-8,, +36,2020-05-01,2571-8,cumulus__missing-or-null, +36,2020-05-01,2093-3,, +36,2020-05-01,2093-3,cumulus__missing-or-null, +36,2020-05-01,2085-9,, +36,2020-05-01,2085-9,cumulus__missing-or-null, +36,2020-05-01,18262-6,, +36,2020-05-01,18262-6,cumulus__missing-or-null, +36,2020-04-01,,Urine protein test = ++ (finding),ambulatory +36,2020-04-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2019-06-01,2571-8,,ambulatory +36,2019-06-01,2571-8,cumulus__missing-or-null,ambulatory +36,2019-06-01,2093-3,,ambulatory +36,2019-06-01,2093-3,cumulus__missing-or-null,ambulatory +36,2019-06-01,2085-9,,ambulatory +36,2019-06-01,2085-9,cumulus__missing-or-null,ambulatory +36,2019-06-01,18262-6,,ambulatory +36,2019-06-01,18262-6,cumulus__missing-or-null,ambulatory +36,2019-05-01,2571-8,,ambulatory +36,2019-05-01,2571-8,cumulus__missing-or-null,ambulatory +36,2019-05-01,2093-3,,ambulatory +36,2019-05-01,2093-3,cumulus__missing-or-null,ambulatory +36,2019-05-01,2085-9,,ambulatory +36,2019-05-01,2085-9,cumulus__missing-or-null,ambulatory +36,2019-05-01,18262-6,,ambulatory +36,2019-05-01,18262-6,cumulus__missing-or-null,ambulatory +36,2019-03-01,4544-3,, +36,2019-03-01,4544-3,cumulus__missing-or-null, +36,2019-01-01,,Urine protein test = ++ (finding),ambulatory +36,2019-01-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2018-12-01,70274-6,, +36,2018-12-01,70274-6,cumulus__missing-or-null, +36,2018-11-01,,Ex-smoker (finding), +36,2018-11-01,72166-2,Ex-smoker (finding), +36,2018-08-01,,Urine protein test = ++ (finding),ambulatory +36,2018-08-01,59576-9,, +36,2018-08-01,59576-9,,ambulatory +36,2018-08-01,59576-9,cumulus__missing-or-null, +36,2018-08-01,59576-9,cumulus__missing-or-null,ambulatory +36,2018-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2018-06-01,2571-8,, +36,2018-06-01,2571-8,cumulus__missing-or-null, +36,2018-06-01,2093-3,, +36,2018-06-01,2093-3,cumulus__missing-or-null, +36,2018-06-01,2085-9,, +36,2018-06-01,2085-9,cumulus__missing-or-null, +36,2018-06-01,18262-6,, +36,2018-06-01,18262-6,cumulus__missing-or-null, +36,2018-05-01,,Urine protein test = ++ (finding),ambulatory +36,2018-05-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2018-04-01,,Urine protein test = ++ (finding),ambulatory +36,2018-04-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2017-11-01,70274-6,,ambulatory +36,2017-11-01,70274-6,cumulus__missing-or-null,ambulatory +36,2017-08-01,2571-8,, +36,2017-08-01,2571-8,,ambulatory +36,2017-08-01,2571-8,cumulus__missing-or-null, +36,2017-08-01,2571-8,cumulus__missing-or-null,ambulatory +36,2017-08-01,2093-3,, +36,2017-08-01,2093-3,,ambulatory +36,2017-08-01,2093-3,cumulus__missing-or-null, +36,2017-08-01,2093-3,cumulus__missing-or-null,ambulatory +36,2017-08-01,2085-9,, +36,2017-08-01,2085-9,,ambulatory +36,2017-08-01,2085-9,cumulus__missing-or-null, +36,2017-08-01,2085-9,cumulus__missing-or-null,ambulatory +36,2017-08-01,18262-6,, +36,2017-08-01,18262-6,,ambulatory +36,2017-08-01,18262-6,cumulus__missing-or-null, +36,2017-08-01,18262-6,cumulus__missing-or-null,ambulatory +36,2017-06-01,59576-9,,ambulatory +36,2017-06-01,59576-9,cumulus__missing-or-null,ambulatory +36,2017-03-01,2571-8,, +36,2017-03-01,2571-8,cumulus__missing-or-null, +36,2017-03-01,2093-3,, +36,2017-03-01,2093-3,cumulus__missing-or-null, +36,2017-03-01,2085-9,, +36,2017-03-01,2085-9,cumulus__missing-or-null, +36,2017-03-01,18262-6,, +36,2017-03-01,18262-6,cumulus__missing-or-null, +36,2016-11-01,70274-6,,ambulatory +36,2016-11-01,70274-6,cumulus__missing-or-null,ambulatory +36,2016-10-01,,Urine protein test = ++ (finding),ambulatory +36,2016-10-01,70274-6,, +36,2016-10-01,70274-6,cumulus__missing-or-null, +36,2016-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +36,2016-08-01,70274-6,,ambulatory +36,2016-08-01,70274-6,cumulus__missing-or-null,ambulatory +35,2023-03-01,70274-6,,ambulatory +35,2023-03-01,70274-6,cumulus__missing-or-null,ambulatory +35,2022-12-01,70274-6,,ambulatory +35,2022-12-01,70274-6,cumulus__missing-or-null,ambulatory +35,2022-08-01,2571-8,,ambulatory +35,2022-08-01,2571-8,cumulus__missing-or-null,ambulatory +35,2022-08-01,2093-3,,ambulatory +35,2022-08-01,2093-3,cumulus__missing-or-null,ambulatory +35,2022-08-01,2085-9,,ambulatory +35,2022-08-01,2085-9,cumulus__missing-or-null,ambulatory +35,2022-08-01,18262-6,,ambulatory +35,2022-08-01,18262-6,cumulus__missing-or-null,ambulatory +35,2022-04-01,59576-9,,ambulatory +35,2022-04-01,59576-9,cumulus__missing-or-null,ambulatory +35,2022-02-01,,Urine protein test = ++ (finding),ambulatory +35,2022-02-01,20454-5,Urine protein test = ++ (finding),ambulatory +35,2020-12-01,2571-8,,ambulatory +35,2020-12-01,2571-8,cumulus__missing-or-null,ambulatory +35,2020-12-01,2093-3,,ambulatory +35,2020-12-01,2093-3,cumulus__missing-or-null,ambulatory +35,2020-12-01,2085-9,,ambulatory +35,2020-12-01,2085-9,cumulus__missing-or-null,ambulatory +35,2020-12-01,18262-6,,ambulatory +35,2020-12-01,18262-6,cumulus__missing-or-null,ambulatory +35,2020-10-01,70274-6,,ambulatory +35,2020-10-01,70274-6,cumulus__missing-or-null,ambulatory +35,2020-09-01,789-8,, +35,2020-09-01,789-8,cumulus__missing-or-null, +35,2020-09-01,787-2,, +35,2020-09-01,787-2,cumulus__missing-or-null, +35,2020-09-01,786-4,, +35,2020-09-01,786-4,cumulus__missing-or-null, +35,2020-09-01,785-6,, +35,2020-09-01,785-6,cumulus__missing-or-null, +35,2020-09-01,777-3,, +35,2020-09-01,777-3,cumulus__missing-or-null, +35,2020-09-01,718-7,, +35,2020-09-01,718-7,cumulus__missing-or-null, +35,2020-09-01,6690-2,, +35,2020-09-01,6690-2,cumulus__missing-or-null, +35,2020-07-01,59576-9,, +35,2020-07-01,59576-9,,ambulatory +35,2020-07-01,59576-9,cumulus__missing-or-null, +35,2020-07-01,59576-9,cumulus__missing-or-null,ambulatory +35,2020-03-01,82667-7,, +35,2020-03-01,82667-7,,ambulatory +35,2020-03-01,82667-7,cumulus__missing-or-null, +35,2020-03-01,82667-7,cumulus__missing-or-null,ambulatory +35,2020-01-01,,Urine protein test = ++ (finding),ambulatory +35,2020-01-01,20454-5,Urine protein test = ++ (finding),ambulatory +35,2019-12-01,2571-8,, +35,2019-12-01,2571-8,,ambulatory +35,2019-12-01,2571-8,cumulus__missing-or-null, +35,2019-12-01,2571-8,cumulus__missing-or-null,ambulatory +35,2019-12-01,2093-3,, +35,2019-12-01,2093-3,,ambulatory +35,2019-12-01,2093-3,cumulus__missing-or-null, +35,2019-12-01,2093-3,cumulus__missing-or-null,ambulatory +35,2019-12-01,2085-9,, +35,2019-12-01,2085-9,,ambulatory +35,2019-12-01,2085-9,cumulus__missing-or-null, +35,2019-12-01,2085-9,cumulus__missing-or-null,ambulatory +35,2019-12-01,18262-6,, +35,2019-12-01,18262-6,,ambulatory +35,2019-12-01,18262-6,cumulus__missing-or-null, +35,2019-12-01,18262-6,cumulus__missing-or-null,ambulatory +35,2019-11-01,,Ex-smoker (finding), +35,2019-11-01,72166-2,Ex-smoker (finding), +35,2019-09-01,70274-6,, +35,2019-09-01,70274-6,cumulus__missing-or-null, 35,2019-08-01,,Urine protein test = ++ (finding), -35,2019-08-01,,Urine protein test = ++ (finding),AMB +35,2019-08-01,,Urine protein test = ++ (finding),ambulatory 35,2019-08-01,20454-5,Urine protein test = ++ (finding), -35,2019-08-01,20454-5,Urine protein test = ++ (finding),AMB +35,2019-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +35,2019-01-01,,Ex-smoker (finding), +35,2019-01-01,72166-2,Ex-smoker (finding), +35,2019-01-01,59576-9,, +35,2019-01-01,59576-9,,ambulatory +35,2019-01-01,59576-9,cumulus__missing-or-null, +35,2019-01-01,59576-9,cumulus__missing-or-null,ambulatory +35,2018-08-01,2571-8,,ambulatory +35,2018-08-01,2571-8,cumulus__missing-or-null,ambulatory +35,2018-08-01,2093-3,,ambulatory +35,2018-08-01,2093-3,cumulus__missing-or-null,ambulatory +35,2018-08-01,2085-9,,ambulatory +35,2018-08-01,2085-9,cumulus__missing-or-null,ambulatory +35,2018-08-01,18262-6,,ambulatory +35,2018-08-01,18262-6,cumulus__missing-or-null,ambulatory +35,2018-05-01,2571-8,,ambulatory +35,2018-05-01,2571-8,cumulus__missing-or-null,ambulatory +35,2018-05-01,2093-3,,ambulatory +35,2018-05-01,2093-3,cumulus__missing-or-null,ambulatory +35,2018-05-01,2085-9,,ambulatory +35,2018-05-01,2085-9,cumulus__missing-or-null,ambulatory +35,2018-05-01,18262-6,,ambulatory +35,2018-05-01,18262-6,cumulus__missing-or-null,ambulatory +35,2018-04-01,70274-6,,ambulatory +35,2018-04-01,70274-6,cumulus__missing-or-null,ambulatory +35,2018-03-01,789-8,, +35,2018-03-01,789-8,cumulus__missing-or-null, +35,2018-03-01,787-2,, +35,2018-03-01,787-2,cumulus__missing-or-null, +35,2018-03-01,786-4,, +35,2018-03-01,786-4,cumulus__missing-or-null, +35,2018-03-01,785-6,, +35,2018-03-01,785-6,cumulus__missing-or-null, +35,2018-03-01,777-3,, +35,2018-03-01,777-3,cumulus__missing-or-null, +35,2018-03-01,718-7,, +35,2018-03-01,718-7,cumulus__missing-or-null, +35,2018-03-01,6690-2,, +35,2018-03-01,6690-2,cumulus__missing-or-null, +35,2017-12-01,2571-8,,ambulatory +35,2017-12-01,2571-8,cumulus__missing-or-null,ambulatory +35,2017-12-01,2093-3,,ambulatory +35,2017-12-01,2093-3,cumulus__missing-or-null,ambulatory +35,2017-12-01,2085-9,,ambulatory +35,2017-12-01,2085-9,cumulus__missing-or-null,ambulatory +35,2017-12-01,18262-6,,ambulatory +35,2017-12-01,18262-6,cumulus__missing-or-null,ambulatory +35,2017-10-01,2571-8,,ambulatory +35,2017-10-01,2571-8,cumulus__missing-or-null,ambulatory +35,2017-10-01,2093-3,,ambulatory +35,2017-10-01,2093-3,cumulus__missing-or-null,ambulatory +35,2017-10-01,2085-9,,ambulatory +35,2017-10-01,2085-9,cumulus__missing-or-null,ambulatory +35,2017-10-01,18262-6,,ambulatory +35,2017-10-01,18262-6,cumulus__missing-or-null,ambulatory +35,2017-09-01,70274-6,, +35,2017-09-01,70274-6,,ambulatory +35,2017-09-01,70274-6,cumulus__missing-or-null, +35,2017-09-01,70274-6,cumulus__missing-or-null,ambulatory +35,2017-03-01,,Ex-smoker (finding), +35,2017-03-01,72166-2,Ex-smoker (finding), 35,2016-11-01,,Urine protein test = ++ (finding), -35,2016-11-01,,Urine protein test = ++ (finding),AMB +35,2016-11-01,,Urine protein test = ++ (finding),ambulatory 35,2016-11-01,20454-5,Urine protein test = ++ (finding), -35,2016-11-01,20454-5,Urine protein test = ++ (finding),AMB +35,2016-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +35,2016-10-01,70274-6,,ambulatory +35,2016-10-01,70274-6,cumulus__missing-or-null,ambulatory +35,2016-07-01,2571-8,, +35,2016-07-01,2571-8,cumulus__missing-or-null, +35,2016-07-01,2093-3,, +35,2016-07-01,2093-3,cumulus__missing-or-null, +35,2016-07-01,2085-9,, +35,2016-07-01,2085-9,cumulus__missing-or-null, +35,2016-07-01,18262-6,, +35,2016-07-01,18262-6,cumulus__missing-or-null, 34,,65750-2,, -34,,65750-2,,AMB +34,,65750-2,,ambulatory +34,2022-07-01,,Ex-smoker (finding), +34,2022-07-01,,Ex-smoker (finding),ambulatory +34,2022-07-01,72166-2,Ex-smoker (finding), +34,2022-07-01,72166-2,Ex-smoker (finding),ambulatory +34,2022-06-01,75626-2,, +34,2022-06-01,75626-2,,ambulatory +34,2022-06-01,75626-2,cumulus__missing-or-null, +34,2022-06-01,75626-2,cumulus__missing-or-null,ambulatory 34,2022-01-01,,Urine protein test = ++ (finding), -34,2022-01-01,,Urine protein test = ++ (finding),AMB +34,2022-01-01,,Urine protein test = ++ (finding),ambulatory 34,2022-01-01,20454-5,Urine protein test = ++ (finding), -34,2022-01-01,20454-5,Urine protein test = ++ (finding),AMB -34,2020-07-01,,Urine protein test = ++ (finding),AMB -34,2020-07-01,20454-5,Urine protein test = ++ (finding),AMB +34,2022-01-01,20454-5,Urine protein test = ++ (finding),ambulatory +34,2021-09-01,,Ex-smoker (finding), +34,2021-09-01,,Ex-smoker (finding),ambulatory +34,2021-09-01,72166-2,Ex-smoker (finding), +34,2021-09-01,72166-2,Ex-smoker (finding),ambulatory +34,2021-06-01,59576-9,, +34,2021-06-01,59576-9,,ambulatory +34,2021-06-01,59576-9,cumulus__missing-or-null, +34,2021-06-01,59576-9,cumulus__missing-or-null,ambulatory +34,2020-07-01,,Urine protein test = ++ (finding),ambulatory +34,2020-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +34,2020-05-01,2571-8,,ambulatory +34,2020-05-01,2571-8,cumulus__missing-or-null,ambulatory +34,2020-05-01,2093-3,,ambulatory +34,2020-05-01,2093-3,cumulus__missing-or-null,ambulatory +34,2020-05-01,2085-9,,ambulatory +34,2020-05-01,2085-9,cumulus__missing-or-null,ambulatory +34,2020-05-01,18262-6,,ambulatory +34,2020-05-01,18262-6,cumulus__missing-or-null,ambulatory +34,2020-04-01,59576-9,, +34,2020-04-01,59576-9,,ambulatory +34,2020-04-01,59576-9,cumulus__missing-or-null, +34,2020-04-01,59576-9,cumulus__missing-or-null,ambulatory 34,2019-10-01,,Urine protein test = ++ (finding), -34,2019-10-01,,Urine protein test = ++ (finding),AMB +34,2019-10-01,,Urine protein test = ++ (finding),ambulatory 34,2019-10-01,20454-5,Urine protein test = ++ (finding), -34,2019-10-01,20454-5,Urine protein test = ++ (finding),AMB +34,2019-10-01,20454-5,Urine protein test = ++ (finding),ambulatory +34,2019-08-01,,Ex-smoker (finding), +34,2019-08-01,,Ex-smoker (finding),ambulatory +34,2019-08-01,72166-2,Ex-smoker (finding), +34,2019-08-01,72166-2,Ex-smoker (finding),ambulatory +34,2019-02-01,,Ex-smoker (finding), +34,2019-02-01,72166-2,Ex-smoker (finding), +34,2019-01-01,75626-2,, +34,2019-01-01,75626-2,,ambulatory +34,2019-01-01,75626-2,cumulus__missing-or-null, +34,2019-01-01,75626-2,cumulus__missing-or-null,ambulatory +34,2018-12-01,70274-6,,ambulatory +34,2018-12-01,70274-6,cumulus__missing-or-null,ambulatory +34,2018-12-01,2571-8,,ambulatory +34,2018-12-01,2571-8,cumulus__missing-or-null,ambulatory +34,2018-12-01,2093-3,,ambulatory +34,2018-12-01,2093-3,cumulus__missing-or-null,ambulatory +34,2018-12-01,2085-9,,ambulatory +34,2018-12-01,2085-9,cumulus__missing-or-null,ambulatory +34,2018-12-01,18262-6,,ambulatory +34,2018-12-01,18262-6,cumulus__missing-or-null,ambulatory +34,2018-11-01,,Ex-smoker (finding),ambulatory +34,2018-11-01,72166-2,Ex-smoker (finding),ambulatory +34,2018-08-01,,Ex-smoker (finding), +34,2018-08-01,,Ex-smoker (finding),ambulatory +34,2018-08-01,72166-2,Ex-smoker (finding), +34,2018-08-01,72166-2,Ex-smoker (finding),ambulatory +34,2018-07-01,2571-8,,ambulatory +34,2018-07-01,2571-8,cumulus__missing-or-null,ambulatory +34,2018-07-01,2093-3,,ambulatory +34,2018-07-01,2093-3,cumulus__missing-or-null,ambulatory +34,2018-07-01,2085-9,,ambulatory +34,2018-07-01,2085-9,cumulus__missing-or-null,ambulatory +34,2018-07-01,18262-6,,ambulatory +34,2018-07-01,18262-6,cumulus__missing-or-null,ambulatory +34,2018-06-01,76504-0,, +34,2018-06-01,76504-0,cumulus__missing-or-null, +34,2018-05-01,789-8,, +34,2018-05-01,789-8,cumulus__missing-or-null, +34,2018-05-01,787-2,, +34,2018-05-01,787-2,cumulus__missing-or-null, +34,2018-05-01,786-4,, +34,2018-05-01,786-4,cumulus__missing-or-null, +34,2018-05-01,785-6,, +34,2018-05-01,785-6,cumulus__missing-or-null, +34,2018-05-01,777-3,, +34,2018-05-01,777-3,cumulus__missing-or-null, +34,2018-05-01,718-7,, +34,2018-05-01,718-7,cumulus__missing-or-null, +34,2018-05-01,6690-2,, +34,2018-05-01,6690-2,cumulus__missing-or-null, +34,2018-03-01,4544-3,, +34,2018-03-01,4544-3,cumulus__missing-or-null, 34,2018-02-01,,Urine protein test = ++ (finding), 34,2018-02-01,20454-5,Urine protein test = ++ (finding), -34,2018-01-01,,Urine protein test = ++ (finding),AMB -34,2018-01-01,20454-5,Urine protein test = ++ (finding),AMB +34,2018-01-01,,Urine protein test = ++ (finding),ambulatory +34,2018-01-01,20454-5,Urine protein test = ++ (finding),ambulatory +34,2017-11-01,2571-8,, +34,2017-11-01,2571-8,cumulus__missing-or-null, +34,2017-11-01,2093-3,, +34,2017-11-01,2093-3,cumulus__missing-or-null, +34,2017-11-01,2085-9,, +34,2017-11-01,2085-9,cumulus__missing-or-null, +34,2017-11-01,18262-6,, +34,2017-11-01,18262-6,cumulus__missing-or-null, 34,2017-09-01,,Urine protein test = ++ (finding), 34,2017-09-01,20454-5,Urine protein test = ++ (finding), 34,2017-08-01,,Urine protein test = ++ (finding), 34,2017-08-01,20454-5,Urine protein test = ++ (finding), -34,2017-07-01,,Urine protein test = ++ (finding),AMB -34,2017-07-01,20454-5,Urine protein test = ++ (finding),AMB -34,2017-04-01,,Urine protein test = ++ (finding),AMB -34,2017-04-01,20454-5,Urine protein test = ++ (finding),AMB -33,2023-03-01,,Urine protein test = ++ (finding),AMB -33,2023-03-01,20454-5,Urine protein test = ++ (finding),AMB -33,2021-05-01,,Urine ketone test = + (finding),AMB -33,2021-05-01,2514-8,Urine ketone test = + (finding),AMB -33,2021-03-01,,Urine protein test = ++ (finding),AMB -33,2021-03-01,20454-5,Urine protein test = ++ (finding),AMB +34,2017-07-01,,Urine protein test = ++ (finding),ambulatory +34,2017-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +34,2017-06-01,76504-0,, +34,2017-06-01,76504-0,cumulus__missing-or-null, +34,2017-06-01,3094-0,,ambulatory +34,2017-06-01,3094-0,cumulus__missing-or-null,ambulatory +34,2017-06-01,2951-2,,ambulatory +34,2017-06-01,2951-2,cumulus__missing-or-null,ambulatory +34,2017-06-01,2823-3,,ambulatory +34,2017-06-01,2823-3,cumulus__missing-or-null,ambulatory +34,2017-06-01,2345-7,,ambulatory +34,2017-06-01,2345-7,cumulus__missing-or-null,ambulatory +34,2017-06-01,2160-0,,ambulatory +34,2017-06-01,2160-0,cumulus__missing-or-null,ambulatory +34,2017-06-01,2075-0,,ambulatory +34,2017-06-01,2075-0,cumulus__missing-or-null,ambulatory +34,2017-06-01,2028-9,,ambulatory +34,2017-06-01,2028-9,cumulus__missing-or-null,ambulatory +34,2017-06-01,17861-6,,ambulatory +34,2017-06-01,17861-6,cumulus__missing-or-null,ambulatory +34,2017-04-01,,Urine protein test = ++ (finding),ambulatory +34,2017-04-01,70274-6,, +34,2017-04-01,70274-6,,ambulatory +34,2017-04-01,70274-6,cumulus__missing-or-null, +34,2017-04-01,70274-6,cumulus__missing-or-null,ambulatory +34,2017-04-01,20454-5,Urine protein test = ++ (finding),ambulatory +34,2017-03-01,2571-8,,ambulatory +34,2017-03-01,2571-8,cumulus__missing-or-null,ambulatory +34,2017-03-01,2093-3,,ambulatory +34,2017-03-01,2093-3,cumulus__missing-or-null,ambulatory +34,2017-03-01,2085-9,,ambulatory +34,2017-03-01,2085-9,cumulus__missing-or-null,ambulatory +34,2017-03-01,18262-6,,ambulatory +34,2017-03-01,18262-6,cumulus__missing-or-null,ambulatory +34,2016-10-01,2571-8,, +34,2016-10-01,2571-8,cumulus__missing-or-null, +34,2016-10-01,2093-3,, +34,2016-10-01,2093-3,cumulus__missing-or-null, +34,2016-10-01,2085-9,, +34,2016-10-01,2085-9,cumulus__missing-or-null, +34,2016-10-01,18262-6,, +34,2016-10-01,18262-6,cumulus__missing-or-null, +34,2016-07-01,59576-9,, +34,2016-07-01,59576-9,,ambulatory +34,2016-07-01,59576-9,cumulus__missing-or-null, +34,2016-07-01,59576-9,cumulus__missing-or-null,ambulatory +33,,10230-1,,ambulatory +33,,10230-1,cumulus__missing-or-null,ambulatory +33,2023-03-01,,Urine protein test = ++ (finding),ambulatory +33,2023-03-01,20454-5,Urine protein test = ++ (finding),ambulatory +33,2022-07-01,75626-2,, +33,2022-07-01,75626-2,cumulus__missing-or-null, +33,2021-07-01,,Ex-smoker (finding), +33,2021-07-01,72166-2,Ex-smoker (finding), +33,2021-05-01,,Urine ketone test = + (finding),ambulatory +33,2021-05-01,82667-7,, +33,2021-05-01,82667-7,,ambulatory +33,2021-05-01,82667-7,cumulus__missing-or-null, +33,2021-05-01,82667-7,cumulus__missing-or-null,ambulatory +33,2021-05-01,2514-8,Urine ketone test = + (finding),ambulatory +33,2021-03-01,,Urine protein test = ++ (finding),ambulatory +33,2021-03-01,20454-5,Urine protein test = ++ (finding),ambulatory 33,2020-12-01,,Urine ketone test = ++ (finding), 33,2020-12-01,2514-8,Urine ketone test = ++ (finding), 33,2020-11-01,,Urine protein test = ++ (finding), 33,2020-11-01,20454-5,Urine protein test = ++ (finding), -33,2017-08-01,,Urine protein test = ++ (finding),AMB -33,2017-08-01,20454-5,Urine protein test = ++ (finding),AMB -33,2016-07-01,,Urine protein test = ++ (finding),AMB -33,2016-07-01,20454-5,Urine protein test = ++ (finding),AMB +33,2020-09-01,2571-8,,ambulatory +33,2020-09-01,2571-8,cumulus__missing-or-null,ambulatory +33,2020-09-01,2093-3,,ambulatory +33,2020-09-01,2093-3,cumulus__missing-or-null,ambulatory +33,2020-09-01,2085-9,,ambulatory +33,2020-09-01,2085-9,cumulus__missing-or-null,ambulatory +33,2020-09-01,18262-6,,ambulatory +33,2020-09-01,18262-6,cumulus__missing-or-null,ambulatory +33,2019-11-01,,Ex-smoker (finding),ambulatory +33,2019-11-01,72166-2,Ex-smoker (finding),ambulatory +33,2019-09-01,70274-6,,ambulatory +33,2019-09-01,70274-6,cumulus__missing-or-null,ambulatory +33,2019-06-01,59576-9,, +33,2019-06-01,59576-9,,ambulatory +33,2019-06-01,59576-9,cumulus__missing-or-null, +33,2019-06-01,59576-9,cumulus__missing-or-null,ambulatory +33,2019-04-01,59576-9,, +33,2019-04-01,59576-9,,ambulatory +33,2019-04-01,59576-9,cumulus__missing-or-null, +33,2019-04-01,59576-9,cumulus__missing-or-null,ambulatory +33,2019-02-01,,Ex-smoker (finding),ambulatory +33,2019-02-01,76504-0,, +33,2019-02-01,76504-0,cumulus__missing-or-null, +33,2019-02-01,72166-2,Ex-smoker (finding),ambulatory +33,2019-01-01,,Ex-smoker (finding),ambulatory +33,2019-01-01,72166-2,Ex-smoker (finding),ambulatory +33,2018-09-01,,Ex-smoker (finding), +33,2018-09-01,72166-2,Ex-smoker (finding), +33,2018-06-01,,Ex-smoker (finding), +33,2018-06-01,72166-2,Ex-smoker (finding), +33,2018-06-01,59576-9,, +33,2018-06-01,59576-9,,ambulatory +33,2018-06-01,59576-9,cumulus__missing-or-null, +33,2018-06-01,59576-9,cumulus__missing-or-null,ambulatory +33,2018-05-01,4544-3,, +33,2018-05-01,4544-3,cumulus__missing-or-null, +33,2018-04-01,59576-9,, +33,2018-04-01,59576-9,,ambulatory +33,2018-04-01,59576-9,cumulus__missing-or-null, +33,2018-04-01,59576-9,cumulus__missing-or-null,ambulatory +33,2017-08-01,,Urine protein test = ++ (finding),ambulatory +33,2017-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +33,2017-07-01,59576-9,, +33,2017-07-01,59576-9,,ambulatory +33,2017-07-01,59576-9,cumulus__missing-or-null, +33,2017-07-01,59576-9,cumulus__missing-or-null,ambulatory +33,2017-06-01,789-8,, +33,2017-06-01,789-8,cumulus__missing-or-null, +33,2017-06-01,787-2,, +33,2017-06-01,787-2,cumulus__missing-or-null, +33,2017-06-01,786-4,, +33,2017-06-01,786-4,cumulus__missing-or-null, +33,2017-06-01,785-6,, +33,2017-06-01,785-6,cumulus__missing-or-null, +33,2017-06-01,777-3,, +33,2017-06-01,777-3,cumulus__missing-or-null, +33,2017-06-01,76504-0,,ambulatory +33,2017-06-01,76504-0,cumulus__missing-or-null,ambulatory +33,2017-06-01,718-7,, +33,2017-06-01,718-7,cumulus__missing-or-null, +33,2017-06-01,6690-2,, +33,2017-06-01,6690-2,cumulus__missing-or-null, +33,2017-03-01,,Ex-smoker (finding),ambulatory +33,2017-03-01,72166-2,Ex-smoker (finding),ambulatory +33,2016-12-01,,Ex-smoker (finding), +33,2016-12-01,72166-2,Ex-smoker (finding), +33,2016-07-01,,Urine protein test = ++ (finding),ambulatory +33,2016-07-01,2571-8,,ambulatory +33,2016-07-01,2571-8,cumulus__missing-or-null,ambulatory +33,2016-07-01,2093-3,,ambulatory +33,2016-07-01,2093-3,cumulus__missing-or-null,ambulatory +33,2016-07-01,2085-9,,ambulatory +33,2016-07-01,2085-9,cumulus__missing-or-null,ambulatory +33,2016-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +33,2016-07-01,18262-6,,ambulatory +33,2016-07-01,18262-6,cumulus__missing-or-null,ambulatory +33,2016-06-01,,Ex-smoker (finding), +33,2016-06-01,72166-2,Ex-smoker (finding), 32,,80383-3,, -32,,80383-3,,AMB +32,,80383-3,,ambulatory 32,,80383-3,Not detected (qualifier value), -32,,80383-3,Not detected (qualifier value),AMB +32,,80383-3,Not detected (qualifier value),ambulatory 32,,80382-5,, -32,,80382-5,,AMB -32,,5767-9,, +32,,80382-5,,ambulatory 32,,5767-9,Urine smell ammoniacal (finding), -32,2022-08-01,,Urine protein test = ++ (finding),AMB -32,2022-08-01,20454-5,Urine protein test = ++ (finding),AMB -32,2020-11-01,,Urine protein test = ++ (finding),AMB -32,2020-11-01,20454-5,Urine protein test = ++ (finding),AMB +32,,38265-5,, +32,,38265-5,cumulus__missing-or-null, +32,2023-02-01,789-8,, +32,2023-02-01,789-8,cumulus__missing-or-null, +32,2023-02-01,787-2,, +32,2023-02-01,787-2,cumulus__missing-or-null, +32,2023-02-01,786-4,, +32,2023-02-01,786-4,cumulus__missing-or-null, +32,2023-02-01,785-6,, +32,2023-02-01,785-6,cumulus__missing-or-null, +32,2023-02-01,777-3,, +32,2023-02-01,777-3,cumulus__missing-or-null, +32,2023-02-01,718-7,, +32,2023-02-01,718-7,cumulus__missing-or-null, +32,2023-02-01,6690-2,, +32,2023-02-01,6690-2,cumulus__missing-or-null, +32,2023-02-01,4544-3,, +32,2023-02-01,4544-3,cumulus__missing-or-null, +32,2022-08-01,,Urine protein test = ++ (finding),ambulatory +32,2022-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +32,2022-07-01,75626-2,,ambulatory +32,2022-07-01,75626-2,cumulus__missing-or-null,ambulatory +32,2022-04-01,2571-8,, +32,2022-04-01,2571-8,cumulus__missing-or-null, +32,2022-04-01,2093-3,, +32,2022-04-01,2093-3,cumulus__missing-or-null, +32,2022-04-01,2085-9,, +32,2022-04-01,2085-9,cumulus__missing-or-null, +32,2022-04-01,18262-6,, +32,2022-04-01,18262-6,cumulus__missing-or-null, +32,2022-01-01,76504-0,, +32,2022-01-01,76504-0,,ambulatory +32,2022-01-01,76504-0,cumulus__missing-or-null, +32,2022-01-01,76504-0,cumulus__missing-or-null,ambulatory +32,2021-08-01,2571-8,,ambulatory +32,2021-08-01,2571-8,cumulus__missing-or-null,ambulatory +32,2021-08-01,2093-3,,ambulatory +32,2021-08-01,2093-3,cumulus__missing-or-null,ambulatory +32,2021-08-01,2085-9,,ambulatory +32,2021-08-01,2085-9,cumulus__missing-or-null,ambulatory +32,2021-08-01,18262-6,,ambulatory +32,2021-08-01,18262-6,cumulus__missing-or-null,ambulatory +32,2020-11-01,,Urine protein test = ++ (finding),ambulatory +32,2020-11-01,2571-8,, +32,2020-11-01,2571-8,,ambulatory +32,2020-11-01,2571-8,cumulus__missing-or-null, +32,2020-11-01,2571-8,cumulus__missing-or-null,ambulatory +32,2020-11-01,2093-3,, +32,2020-11-01,2093-3,,ambulatory +32,2020-11-01,2093-3,cumulus__missing-or-null, +32,2020-11-01,2093-3,cumulus__missing-or-null,ambulatory +32,2020-11-01,2085-9,, +32,2020-11-01,2085-9,,ambulatory +32,2020-11-01,2085-9,cumulus__missing-or-null, +32,2020-11-01,2085-9,cumulus__missing-or-null,ambulatory +32,2020-11-01,20454-5,Urine protein test = ++ (finding),ambulatory +32,2020-11-01,18262-6,, +32,2020-11-01,18262-6,,ambulatory +32,2020-11-01,18262-6,cumulus__missing-or-null, +32,2020-11-01,18262-6,cumulus__missing-or-null,ambulatory +32,2020-10-01,59461-4,, +32,2020-10-01,59460-6,, +32,2020-10-01,59460-6,cumulus__missing-or-null, +32,2020-09-01,4544-3,, +32,2020-09-01,4544-3,cumulus__missing-or-null, +32,2020-08-01,,Ex-smoker (finding), +32,2020-08-01,72166-2,Ex-smoker (finding), +32,2020-06-01,59576-9,, +32,2020-06-01,59576-9,,ambulatory +32,2020-06-01,59576-9,cumulus__missing-or-null, +32,2020-06-01,59576-9,cumulus__missing-or-null,ambulatory 32,2020-03-01,,Urine ketone test = ++ (finding), 32,2020-03-01,2514-8,Urine ketone test = ++ (finding), 32,2019-11-01,,Urine ketone test = ++ (finding), -32,2019-11-01,,Urine ketone test = ++ (finding),AMB +32,2019-11-01,,Urine ketone test = ++ (finding),ambulatory 32,2019-11-01,2514-8,Urine ketone test = ++ (finding), -32,2019-11-01,2514-8,Urine ketone test = ++ (finding),AMB +32,2019-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory +32,2019-02-01,76504-0,,ambulatory +32,2019-02-01,76504-0,cumulus__missing-or-null,ambulatory 32,2018-12-01,,Urine ketone test = ++ (finding), 32,2018-12-01,2514-8,Urine ketone test = ++ (finding), -32,2016-08-01,,Urine protein test = ++ (finding),AMB -32,2016-08-01,20454-5,Urine protein test = ++ (finding),AMB +32,2018-10-01,70274-6,, +32,2018-10-01,70274-6,cumulus__missing-or-null, +32,2018-10-01,2571-8,,ambulatory +32,2018-10-01,2571-8,cumulus__missing-or-null,ambulatory +32,2018-10-01,2093-3,,ambulatory +32,2018-10-01,2093-3,cumulus__missing-or-null,ambulatory +32,2018-10-01,2085-9,,ambulatory +32,2018-10-01,2085-9,cumulus__missing-or-null,ambulatory +32,2018-10-01,18262-6,,ambulatory +32,2018-10-01,18262-6,cumulus__missing-or-null,ambulatory +32,2018-09-01,,Ex-smoker (finding),ambulatory +32,2018-09-01,72166-2,Ex-smoker (finding),ambulatory +32,2018-08-01,6768-6,, +32,2018-08-01,6768-6,cumulus__missing-or-null, +32,2018-08-01,2885-2,, +32,2018-08-01,2885-2,cumulus__missing-or-null, +32,2018-08-01,1975-2,, +32,2018-08-01,1975-2,cumulus__missing-or-null, +32,2018-08-01,1920-8,, +32,2018-08-01,1920-8,cumulus__missing-or-null, +32,2018-08-01,1751-7,, +32,2018-08-01,1751-7,cumulus__missing-or-null, +32,2018-08-01,1742-6,, +32,2018-08-01,1742-6,cumulus__missing-or-null, +32,2018-06-01,2571-8,,ambulatory +32,2018-06-01,2571-8,cumulus__missing-or-null,ambulatory +32,2018-06-01,2093-3,,ambulatory +32,2018-06-01,2093-3,cumulus__missing-or-null,ambulatory +32,2018-06-01,2085-9,,ambulatory +32,2018-06-01,2085-9,cumulus__missing-or-null,ambulatory +32,2018-06-01,18262-6,,ambulatory +32,2018-06-01,18262-6,cumulus__missing-or-null,ambulatory +32,2018-04-01,718-7,, +32,2018-04-01,718-7,cumulus__missing-or-null, +32,2018-04-01,2571-8,,ambulatory +32,2018-04-01,2571-8,cumulus__missing-or-null,ambulatory +32,2018-04-01,2093-3,,ambulatory +32,2018-04-01,2093-3,cumulus__missing-or-null,ambulatory +32,2018-04-01,2085-9,,ambulatory +32,2018-04-01,2085-9,cumulus__missing-or-null,ambulatory +32,2018-04-01,18262-6,,ambulatory +32,2018-04-01,18262-6,cumulus__missing-or-null,ambulatory +32,2017-12-01,76504-0,, +32,2017-12-01,76504-0,,ambulatory +32,2017-12-01,76504-0,cumulus__missing-or-null, +32,2017-12-01,76504-0,cumulus__missing-or-null,ambulatory +32,2017-06-01,2571-8,,ambulatory +32,2017-06-01,2571-8,cumulus__missing-or-null,ambulatory +32,2017-06-01,2093-3,,ambulatory +32,2017-06-01,2093-3,cumulus__missing-or-null,ambulatory +32,2017-06-01,2085-9,,ambulatory +32,2017-06-01,2085-9,cumulus__missing-or-null,ambulatory +32,2017-06-01,18262-6,,ambulatory +32,2017-06-01,18262-6,cumulus__missing-or-null,ambulatory +32,2017-04-01,2571-8,, +32,2017-04-01,2571-8,cumulus__missing-or-null, +32,2017-04-01,2093-3,, +32,2017-04-01,2093-3,cumulus__missing-or-null, +32,2017-04-01,2085-9,, +32,2017-04-01,2085-9,cumulus__missing-or-null, +32,2017-04-01,18262-6,, +32,2017-04-01,18262-6,cumulus__missing-or-null, +32,2017-02-01,2571-8,, +32,2017-02-01,2571-8,cumulus__missing-or-null, +32,2017-02-01,2093-3,, +32,2017-02-01,2093-3,cumulus__missing-or-null, +32,2017-02-01,2085-9,, +32,2017-02-01,2085-9,cumulus__missing-or-null, +32,2017-02-01,18262-6,, +32,2017-02-01,18262-6,cumulus__missing-or-null, +32,2016-12-01,2571-8,, +32,2016-12-01,2571-8,cumulus__missing-or-null, +32,2016-12-01,2093-3,, +32,2016-12-01,2093-3,cumulus__missing-or-null, +32,2016-12-01,2085-9,, +32,2016-12-01,2085-9,cumulus__missing-or-null, +32,2016-12-01,18262-6,, +32,2016-12-01,18262-6,cumulus__missing-or-null, +32,2016-08-01,,Urine protein test = ++ (finding),ambulatory +32,2016-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +32,2016-07-01,,Ex-smoker (finding), +32,2016-07-01,72166-2,Ex-smoker (finding), 31,,80382-5,Not detected (qualifier value), -31,,80382-5,Not detected (qualifier value),AMB -31,2022-12-01,,Urine protein test = ++ (finding),AMB -31,2022-12-01,20454-5,Urine protein test = ++ (finding),AMB -31,2020-12-01,,Urine ketone test = ++ (finding),AMB -31,2020-12-01,2514-8,Urine ketone test = ++ (finding),AMB -31,2020-08-01,,Urine protein test = ++ (finding),AMB -31,2020-08-01,20454-5,Urine protein test = ++ (finding),AMB +31,,80382-5,Not detected (qualifier value),ambulatory +31,,29554-3,, +31,2022-12-01,,Urine protein test = ++ (finding),ambulatory +31,2022-12-01,20454-5,Urine protein test = ++ (finding),ambulatory +31,2022-04-01,,Ex-smoker (finding), +31,2022-04-01,72166-2,Ex-smoker (finding), +31,2022-02-01,76504-0,, +31,2022-02-01,76504-0,cumulus__missing-or-null, +31,2021-07-01,,Ex-smoker (finding),ambulatory +31,2021-07-01,72166-2,Ex-smoker (finding),ambulatory +31,2021-07-01,59461-4,, +31,2021-07-01,59461-4,,ambulatory +31,2021-07-01,59460-6,, +31,2021-07-01,59460-6,,ambulatory +31,2021-07-01,59460-6,cumulus__missing-or-null, +31,2021-07-01,59460-6,cumulus__missing-or-null,ambulatory +31,2021-06-01,76504-0,, +31,2021-06-01,76504-0,cumulus__missing-or-null, +31,2021-03-01,59576-9,, +31,2021-03-01,59576-9,,ambulatory +31,2021-03-01,59576-9,cumulus__missing-or-null, +31,2021-03-01,59576-9,cumulus__missing-or-null,ambulatory +31,2021-01-01,76504-0,, +31,2021-01-01,76504-0,cumulus__missing-or-null, +31,2020-12-01,,Urine ketone test = ++ (finding),ambulatory +31,2020-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +31,2020-09-01,,Ex-smoker (finding), +31,2020-09-01,72166-2,Ex-smoker (finding), +31,2020-08-01,,Urine protein test = ++ (finding),ambulatory +31,2020-08-01,,Ex-smoker (finding),ambulatory +31,2020-08-01,72166-2,Ex-smoker (finding),ambulatory +31,2020-08-01,20454-5,Urine protein test = ++ (finding),ambulatory +31,2020-03-01,76504-0,, +31,2020-03-01,76504-0,cumulus__missing-or-null, +31,2020-01-01,76504-0,, +31,2020-01-01,76504-0,,ambulatory +31,2020-01-01,76504-0,cumulus__missing-or-null, +31,2020-01-01,76504-0,cumulus__missing-or-null,ambulatory 31,2019-06-01,,Urine ketone test = ++ (finding), -31,2019-06-01,,Urine ketone test = ++ (finding),AMB +31,2019-06-01,,Urine ketone test = ++ (finding),ambulatory 31,2019-06-01,2514-8,Urine ketone test = ++ (finding), -31,2019-06-01,2514-8,Urine ketone test = ++ (finding),AMB +31,2019-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory +31,2019-01-01,59461-4,, +31,2019-01-01,59460-6,, +31,2019-01-01,59460-6,cumulus__missing-or-null, +31,2018-10-01,70274-6,,ambulatory +31,2018-10-01,70274-6,cumulus__missing-or-null,ambulatory 31,2018-09-01,,Urine ketone test = ++ (finding), 31,2018-09-01,2514-8,Urine ketone test = ++ (finding), 31,2018-07-01,,Urine protein test = ++ (finding), +31,2018-07-01,789-8,, +31,2018-07-01,789-8,cumulus__missing-or-null, +31,2018-07-01,787-2,, +31,2018-07-01,787-2,cumulus__missing-or-null, +31,2018-07-01,786-4,, +31,2018-07-01,786-4,cumulus__missing-or-null, +31,2018-07-01,785-6,, +31,2018-07-01,785-6,cumulus__missing-or-null, +31,2018-07-01,777-3,, +31,2018-07-01,777-3,cumulus__missing-or-null, +31,2018-07-01,718-7,, +31,2018-07-01,718-7,cumulus__missing-or-null, +31,2018-07-01,6690-2,, +31,2018-07-01,6690-2,cumulus__missing-or-null, 31,2018-07-01,20454-5,Urine protein test = ++ (finding), -31,2017-09-01,,Urine protein test = ++ (finding),AMB -31,2017-09-01,20454-5,Urine protein test = ++ (finding),AMB +31,2018-06-01,76504-0,,ambulatory +31,2018-06-01,76504-0,cumulus__missing-or-null,ambulatory +31,2018-04-01,789-8,, +31,2018-04-01,789-8,cumulus__missing-or-null, +31,2018-04-01,787-2,, +31,2018-04-01,787-2,cumulus__missing-or-null, +31,2018-04-01,786-4,, +31,2018-04-01,786-4,cumulus__missing-or-null, +31,2018-04-01,785-6,, +31,2018-04-01,785-6,cumulus__missing-or-null, +31,2018-04-01,777-3,, +31,2018-04-01,777-3,cumulus__missing-or-null, +31,2018-04-01,6690-2,, +31,2018-04-01,6690-2,cumulus__missing-or-null, +31,2018-01-01,,Ex-smoker (finding), +31,2018-01-01,72166-2,Ex-smoker (finding), +31,2017-11-01,2571-8,,ambulatory +31,2017-11-01,2571-8,cumulus__missing-or-null,ambulatory +31,2017-11-01,2093-3,,ambulatory +31,2017-11-01,2093-3,cumulus__missing-or-null,ambulatory +31,2017-11-01,2085-9,,ambulatory +31,2017-11-01,2085-9,cumulus__missing-or-null,ambulatory +31,2017-11-01,18262-6,,ambulatory +31,2017-11-01,18262-6,cumulus__missing-or-null,ambulatory +31,2017-09-01,,Urine protein test = ++ (finding),ambulatory +31,2017-09-01,20454-5,Urine protein test = ++ (finding),ambulatory +31,2017-08-01,75626-2,, +31,2017-08-01,75626-2,,ambulatory +31,2017-08-01,75626-2,cumulus__missing-or-null, +31,2017-08-01,75626-2,cumulus__missing-or-null,ambulatory +31,2017-06-01,4544-3,, +31,2017-06-01,4544-3,cumulus__missing-or-null, +31,2017-04-01,2571-8,,ambulatory +31,2017-04-01,2571-8,cumulus__missing-or-null,ambulatory +31,2017-04-01,2093-3,,ambulatory +31,2017-04-01,2093-3,cumulus__missing-or-null,ambulatory +31,2017-04-01,2085-9,,ambulatory +31,2017-04-01,2085-9,cumulus__missing-or-null,ambulatory +31,2017-04-01,18262-6,,ambulatory +31,2017-04-01,18262-6,cumulus__missing-or-null,ambulatory +31,2017-03-01,82667-7,, +31,2017-03-01,82667-7,,ambulatory +31,2017-03-01,82667-7,cumulus__missing-or-null, +31,2017-03-01,82667-7,cumulus__missing-or-null,ambulatory +31,2017-02-01,2571-8,,ambulatory +31,2017-02-01,2571-8,cumulus__missing-or-null,ambulatory +31,2017-02-01,2093-3,,ambulatory +31,2017-02-01,2093-3,cumulus__missing-or-null,ambulatory +31,2017-02-01,2085-9,,ambulatory +31,2017-02-01,2085-9,cumulus__missing-or-null,ambulatory +31,2017-02-01,18262-6,,ambulatory +31,2017-02-01,18262-6,cumulus__missing-or-null,ambulatory +31,2017-01-01,,Ex-smoker (finding), +31,2017-01-01,72166-2,Ex-smoker (finding), +31,2016-12-01,,Ex-smoker (finding),ambulatory +31,2016-12-01,72166-2,Ex-smoker (finding),ambulatory +31,2016-12-01,2571-8,,ambulatory +31,2016-12-01,2571-8,cumulus__missing-or-null,ambulatory +31,2016-12-01,2093-3,,ambulatory +31,2016-12-01,2093-3,cumulus__missing-or-null,ambulatory +31,2016-12-01,2085-9,,ambulatory +31,2016-12-01,2085-9,cumulus__missing-or-null,ambulatory +31,2016-12-01,18262-6,,ambulatory +31,2016-12-01,18262-6,cumulus__missing-or-null,ambulatory +31,2016-10-01,2571-8,,ambulatory +31,2016-10-01,2571-8,cumulus__missing-or-null,ambulatory +31,2016-10-01,2093-3,,ambulatory +31,2016-10-01,2093-3,cumulus__missing-or-null,ambulatory +31,2016-10-01,2085-9,,ambulatory +31,2016-10-01,2085-9,cumulus__missing-or-null,ambulatory +31,2016-10-01,18262-6,,ambulatory +31,2016-10-01,18262-6,cumulus__missing-or-null,ambulatory +31,2016-08-01,76504-0,, +31,2016-08-01,76504-0,cumulus__missing-or-null, +31,2016-07-01,,Ex-smoker (finding),ambulatory +31,2016-07-01,72166-2,Ex-smoker (finding),ambulatory +31,2016-06-01,,Ex-smoker (finding),ambulatory +31,2016-06-01,72166-2,Ex-smoker (finding),ambulatory +30,,,Low Risk (MFS Score 0 - 24),emergency +30,,59461-4,Low Risk (MFS Score 0 - 24),emergency +30,,29554-3,cumulus__missing-or-null, +30,2022-12-01,,Ex-smoker (finding), +30,2022-12-01,72166-2,Ex-smoker (finding), +30,2022-10-01,,Ex-smoker (finding), +30,2022-10-01,72166-2,Ex-smoker (finding), +30,2022-05-01,82667-7,, +30,2022-05-01,82667-7,cumulus__missing-or-null, +30,2022-03-01,,Ex-smoker (finding), +30,2022-03-01,,Ex-smoker (finding),ambulatory +30,2022-03-01,72166-2,Ex-smoker (finding), +30,2022-03-01,72166-2,Ex-smoker (finding),ambulatory +30,2022-02-01,76504-0,,ambulatory +30,2022-02-01,76504-0,cumulus__missing-or-null,ambulatory 30,2021-10-01,,Urine ketone test = ++ (finding), +30,2021-10-01,76504-0,, +30,2021-10-01,76504-0,,ambulatory +30,2021-10-01,76504-0,cumulus__missing-or-null, +30,2021-10-01,76504-0,cumulus__missing-or-null,ambulatory 30,2021-10-01,2514-8,Urine ketone test = ++ (finding), +30,2021-07-01,82667-7,, +30,2021-07-01,82667-7,,ambulatory +30,2021-07-01,82667-7,cumulus__missing-or-null, +30,2021-07-01,82667-7,cumulus__missing-or-null,ambulatory +30,2021-06-01,76504-0,,ambulatory +30,2021-06-01,76504-0,cumulus__missing-or-null,ambulatory +30,2021-03-01,82667-7,, +30,2021-03-01,82667-7,cumulus__missing-or-null, +30,2021-01-01,,Ex-smoker (finding), +30,2021-01-01,,Ex-smoker (finding),ambulatory +30,2021-01-01,76504-0,,ambulatory +30,2021-01-01,76504-0,cumulus__missing-or-null,ambulatory +30,2021-01-01,72166-2,Ex-smoker (finding), +30,2021-01-01,72166-2,Ex-smoker (finding),ambulatory +30,2020-12-01,,Ex-smoker (finding), +30,2020-12-01,,Ex-smoker (finding),ambulatory +30,2020-12-01,72166-2,Ex-smoker (finding), +30,2020-12-01,72166-2,Ex-smoker (finding),ambulatory +30,2020-10-01,718-7,, +30,2020-10-01,718-7,cumulus__missing-or-null, +30,2020-10-01,59461-4,,ambulatory +30,2020-10-01,59460-6,,ambulatory +30,2020-10-01,59460-6,cumulus__missing-or-null,ambulatory +30,2020-09-01,,Ex-smoker (finding),ambulatory +30,2020-09-01,72166-2,Ex-smoker (finding),ambulatory +30,2020-08-01,76504-0,, +30,2020-08-01,76504-0,cumulus__missing-or-null, +30,2020-08-01,75626-2,, +30,2020-08-01,75626-2,,ambulatory +30,2020-08-01,75626-2,cumulus__missing-or-null, +30,2020-08-01,75626-2,cumulus__missing-or-null,ambulatory +30,2020-07-01,2571-8,, +30,2020-07-01,2571-8,cumulus__missing-or-null, +30,2020-07-01,2093-3,, +30,2020-07-01,2093-3,cumulus__missing-or-null, +30,2020-07-01,2085-9,, +30,2020-07-01,2085-9,cumulus__missing-or-null, +30,2020-07-01,18262-6,, +30,2020-07-01,18262-6,cumulus__missing-or-null, +30,2020-04-01,2571-8,, +30,2020-04-01,2571-8,,ambulatory +30,2020-04-01,2571-8,cumulus__missing-or-null, +30,2020-04-01,2571-8,cumulus__missing-or-null,ambulatory +30,2020-04-01,2093-3,, +30,2020-04-01,2093-3,,ambulatory +30,2020-04-01,2093-3,cumulus__missing-or-null, +30,2020-04-01,2093-3,cumulus__missing-or-null,ambulatory +30,2020-04-01,2085-9,, +30,2020-04-01,2085-9,,ambulatory +30,2020-04-01,2085-9,cumulus__missing-or-null, +30,2020-04-01,2085-9,cumulus__missing-or-null,ambulatory +30,2020-04-01,18262-6,, +30,2020-04-01,18262-6,,ambulatory +30,2020-04-01,18262-6,cumulus__missing-or-null, +30,2020-04-01,18262-6,cumulus__missing-or-null,ambulatory +30,2020-03-01,76504-0,,ambulatory +30,2020-03-01,76504-0,cumulus__missing-or-null,ambulatory +30,2020-01-01,,Ex-smoker (finding), +30,2020-01-01,,Ex-smoker (finding),ambulatory +30,2020-01-01,72166-2,Ex-smoker (finding), +30,2020-01-01,72166-2,Ex-smoker (finding),ambulatory +30,2019-07-01,2571-8,, +30,2019-07-01,2571-8,,ambulatory +30,2019-07-01,2571-8,cumulus__missing-or-null, +30,2019-07-01,2571-8,cumulus__missing-or-null,ambulatory +30,2019-07-01,2093-3,, +30,2019-07-01,2093-3,,ambulatory +30,2019-07-01,2093-3,cumulus__missing-or-null, +30,2019-07-01,2093-3,cumulus__missing-or-null,ambulatory +30,2019-07-01,2085-9,, +30,2019-07-01,2085-9,,ambulatory +30,2019-07-01,2085-9,cumulus__missing-or-null, +30,2019-07-01,2085-9,cumulus__missing-or-null,ambulatory +30,2019-07-01,18262-6,, +30,2019-07-01,18262-6,,ambulatory +30,2019-07-01,18262-6,cumulus__missing-or-null, +30,2019-07-01,18262-6,cumulus__missing-or-null,ambulatory +30,2019-04-01,789-8,, +30,2019-04-01,789-8,cumulus__missing-or-null, +30,2019-04-01,787-2,, +30,2019-04-01,787-2,cumulus__missing-or-null, +30,2019-04-01,786-4,, +30,2019-04-01,786-4,cumulus__missing-or-null, +30,2019-04-01,785-6,, +30,2019-04-01,785-6,cumulus__missing-or-null, +30,2019-04-01,777-3,, +30,2019-04-01,777-3,cumulus__missing-or-null, +30,2019-04-01,718-7,, +30,2019-04-01,718-7,cumulus__missing-or-null, +30,2019-04-01,6690-2,, +30,2019-04-01,6690-2,cumulus__missing-or-null, +30,2019-04-01,2571-8,,ambulatory +30,2019-04-01,2571-8,cumulus__missing-or-null,ambulatory +30,2019-04-01,2093-3,,ambulatory +30,2019-04-01,2093-3,cumulus__missing-or-null,ambulatory +30,2019-04-01,2085-9,,ambulatory +30,2019-04-01,2085-9,cumulus__missing-or-null,ambulatory +30,2019-04-01,18262-6,,ambulatory +30,2019-04-01,18262-6,cumulus__missing-or-null,ambulatory 30,2019-01-01,,Urine ketone test = ++ (finding), +30,2019-01-01,789-8,, +30,2019-01-01,789-8,cumulus__missing-or-null, +30,2019-01-01,787-2,, +30,2019-01-01,787-2,cumulus__missing-or-null, +30,2019-01-01,786-4,, +30,2019-01-01,786-4,cumulus__missing-or-null, +30,2019-01-01,785-6,, +30,2019-01-01,785-6,cumulus__missing-or-null, +30,2019-01-01,777-3,, +30,2019-01-01,777-3,cumulus__missing-or-null, +30,2019-01-01,718-7,, +30,2019-01-01,718-7,cumulus__missing-or-null, +30,2019-01-01,6690-2,, +30,2019-01-01,6690-2,cumulus__missing-or-null, 30,2019-01-01,2514-8,Urine ketone test = ++ (finding), +30,2018-12-01,,Ex-smoker (finding), +30,2018-12-01,72166-2,Ex-smoker (finding), +30,2018-07-01,4544-3,, +30,2018-07-01,4544-3,cumulus__missing-or-null, 30,2018-06-01,,Urine ketone test = ++ (finding), +30,2018-06-01,,Ex-smoker (finding),ambulatory +30,2018-06-01,72166-2,Ex-smoker (finding),ambulatory 30,2018-06-01,2514-8,Urine ketone test = ++ (finding), +30,2018-04-01,4544-3,, +30,2018-04-01,4544-3,cumulus__missing-or-null, 30,2018-03-01,,Urine ketone test = ++ (finding), 30,2018-03-01,2514-8,Urine ketone test = ++ (finding), +30,2018-01-01,6768-6,, +30,2018-01-01,6768-6,cumulus__missing-or-null, +30,2018-01-01,2885-2,, +30,2018-01-01,2885-2,cumulus__missing-or-null, +30,2018-01-01,1975-2,, +30,2018-01-01,1975-2,cumulus__missing-or-null, +30,2018-01-01,1920-8,, +30,2018-01-01,1920-8,cumulus__missing-or-null, +30,2018-01-01,1751-7,, +30,2018-01-01,1751-7,cumulus__missing-or-null, +30,2018-01-01,1742-6,, +30,2018-01-01,1742-6,cumulus__missing-or-null, 30,2017-12-01,,Urine ketone test = ++ (finding), 30,2017-12-01,2514-8,Urine ketone test = ++ (finding), 30,2017-11-01,,Urine ketone test = ++ (finding), 30,2017-11-01,2514-8,Urine ketone test = ++ (finding), +30,2017-10-01,,Ex-smoker (finding), +30,2017-10-01,72166-2,Ex-smoker (finding), +30,2017-08-01,,Ex-smoker (finding), +30,2017-08-01,,Ex-smoker (finding),ambulatory +30,2017-08-01,72166-2,Ex-smoker (finding), +30,2017-08-01,72166-2,Ex-smoker (finding),ambulatory +30,2017-08-01,59576-9,, +30,2017-08-01,59576-9,cumulus__missing-or-null, +30,2017-07-01,2571-8,,ambulatory +30,2017-07-01,2571-8,cumulus__missing-or-null,ambulatory +30,2017-07-01,2093-3,,ambulatory +30,2017-07-01,2093-3,cumulus__missing-or-null,ambulatory +30,2017-07-01,2085-9,,ambulatory +30,2017-07-01,2085-9,cumulus__missing-or-null,ambulatory +30,2017-07-01,18262-6,,ambulatory +30,2017-07-01,18262-6,cumulus__missing-or-null,ambulatory +30,2017-05-01,,Ex-smoker (finding), +30,2017-05-01,,Ex-smoker (finding),ambulatory +30,2017-05-01,72166-2,Ex-smoker (finding), +30,2017-05-01,72166-2,Ex-smoker (finding),ambulatory +30,2017-03-01,76504-0,, +30,2017-03-01,76504-0,,ambulatory +30,2017-03-01,76504-0,cumulus__missing-or-null, +30,2017-03-01,76504-0,cumulus__missing-or-null,ambulatory +30,2017-01-01,75626-2,, +30,2017-01-01,75626-2,cumulus__missing-or-null, +30,2016-11-01,2571-8,, +30,2016-11-01,2571-8,,ambulatory +30,2016-11-01,2571-8,cumulus__missing-or-null, +30,2016-11-01,2571-8,cumulus__missing-or-null,ambulatory +30,2016-11-01,2093-3,, +30,2016-11-01,2093-3,,ambulatory +30,2016-11-01,2093-3,cumulus__missing-or-null, +30,2016-11-01,2093-3,cumulus__missing-or-null,ambulatory +30,2016-11-01,2085-9,, +30,2016-11-01,2085-9,,ambulatory +30,2016-11-01,2085-9,cumulus__missing-or-null, +30,2016-11-01,2085-9,cumulus__missing-or-null,ambulatory +30,2016-11-01,18262-6,, +30,2016-11-01,18262-6,,ambulatory +30,2016-11-01,18262-6,cumulus__missing-or-null, +30,2016-11-01,18262-6,cumulus__missing-or-null,ambulatory +29,,19123-9,,ambulatory +29,,19123-9,cumulus__missing-or-null,ambulatory +29,2022-11-01,82667-7,, +29,2022-11-01,82667-7,cumulus__missing-or-null, +29,2022-10-01,,Ex-smoker (finding),ambulatory +29,2022-10-01,72166-2,Ex-smoker (finding),ambulatory +29,2022-04-01,,Ex-smoker (finding),ambulatory +29,2022-04-01,789-8,, +29,2022-04-01,789-8,cumulus__missing-or-null, +29,2022-04-01,787-2,, +29,2022-04-01,787-2,cumulus__missing-or-null, +29,2022-04-01,786-4,, +29,2022-04-01,786-4,cumulus__missing-or-null, +29,2022-04-01,785-6,, +29,2022-04-01,785-6,cumulus__missing-or-null, +29,2022-04-01,777-3,, +29,2022-04-01,777-3,cumulus__missing-or-null, +29,2022-04-01,72166-2,Ex-smoker (finding),ambulatory +29,2022-04-01,718-7,, +29,2022-04-01,718-7,cumulus__missing-or-null, +29,2022-04-01,6690-2,, +29,2022-04-01,6690-2,cumulus__missing-or-null, +29,2022-04-01,2571-8,,ambulatory +29,2022-04-01,2571-8,cumulus__missing-or-null,ambulatory +29,2022-04-01,2093-3,,ambulatory +29,2022-04-01,2093-3,cumulus__missing-or-null,ambulatory +29,2022-04-01,2085-9,,ambulatory +29,2022-04-01,2085-9,cumulus__missing-or-null,ambulatory +29,2022-04-01,18262-6,,ambulatory +29,2022-04-01,18262-6,cumulus__missing-or-null,ambulatory +29,2021-10-01,82667-7,, +29,2021-10-01,82667-7,,ambulatory +29,2021-10-01,82667-7,cumulus__missing-or-null, +29,2021-10-01,82667-7,cumulus__missing-or-null,ambulatory +29,2021-09-01,82667-7,, +29,2021-09-01,82667-7,,ambulatory +29,2021-09-01,82667-7,cumulus__missing-or-null, +29,2021-09-01,82667-7,cumulus__missing-or-null,ambulatory +29,2021-09-01,76504-0,, +29,2021-09-01,76504-0,,ambulatory +29,2021-09-01,76504-0,cumulus__missing-or-null, +29,2021-09-01,76504-0,cumulus__missing-or-null,ambulatory +29,2021-09-01,75626-2,, +29,2021-09-01,75626-2,,ambulatory +29,2021-09-01,75626-2,cumulus__missing-or-null, +29,2021-09-01,75626-2,cumulus__missing-or-null,ambulatory +29,2021-08-01,59576-9,, +29,2021-08-01,59576-9,,ambulatory +29,2021-08-01,59576-9,cumulus__missing-or-null, +29,2021-08-01,59576-9,cumulus__missing-or-null,ambulatory +29,2021-06-01,,Ex-smoker (finding), +29,2021-06-01,72166-2,Ex-smoker (finding), +29,2021-03-01,82667-7,,ambulatory +29,2021-03-01,82667-7,cumulus__missing-or-null,ambulatory 29,2021-01-01,,Urine ketone test = ++ (finding), -29,2021-01-01,,Urine ketone test = ++ (finding),AMB +29,2021-01-01,,Urine ketone test = ++ (finding),ambulatory 29,2021-01-01,2514-8,Urine ketone test = ++ (finding), -29,2021-01-01,2514-8,Urine ketone test = ++ (finding),AMB +29,2021-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory +29,2020-10-01,789-8,, +29,2020-10-01,789-8,cumulus__missing-or-null, +29,2020-10-01,787-2,, +29,2020-10-01,787-2,cumulus__missing-or-null, +29,2020-10-01,786-4,, +29,2020-10-01,786-4,cumulus__missing-or-null, +29,2020-10-01,785-6,, +29,2020-10-01,785-6,cumulus__missing-or-null, +29,2020-10-01,777-3,, +29,2020-10-01,777-3,cumulus__missing-or-null, +29,2020-10-01,76504-0,, +29,2020-10-01,76504-0,cumulus__missing-or-null, +29,2020-10-01,6768-6,, +29,2020-10-01,6768-6,cumulus__missing-or-null, +29,2020-10-01,6690-2,, +29,2020-10-01,6690-2,cumulus__missing-or-null, +29,2020-10-01,2885-2,, +29,2020-10-01,2885-2,cumulus__missing-or-null, +29,2020-10-01,1975-2,, +29,2020-10-01,1975-2,cumulus__missing-or-null, +29,2020-10-01,1920-8,, +29,2020-10-01,1920-8,cumulus__missing-or-null, +29,2020-10-01,1751-7,, +29,2020-10-01,1751-7,cumulus__missing-or-null, +29,2020-10-01,1742-6,, +29,2020-10-01,1742-6,cumulus__missing-or-null, +29,2020-08-01,76504-0,,ambulatory +29,2020-08-01,76504-0,cumulus__missing-or-null,ambulatory +29,2020-06-01,,Ex-smoker (finding), +29,2020-06-01,,Ex-smoker (finding),ambulatory +29,2020-06-01,72166-2,Ex-smoker (finding), +29,2020-06-01,72166-2,Ex-smoker (finding),ambulatory 29,2020-05-01,,Urine ketone test = ++ (finding), +29,2020-05-01,76504-0,, +29,2020-05-01,76504-0,cumulus__missing-or-null, 29,2020-05-01,2514-8,Urine ketone test = ++ (finding), -29,2018-12-01,,Urine ketone test = ++ (finding),AMB -29,2018-12-01,2514-8,Urine ketone test = ++ (finding),AMB +29,2020-03-01,75626-2,, +29,2020-03-01,75626-2,cumulus__missing-or-null, +29,2020-03-01,59576-9,, +29,2020-03-01,59576-9,,ambulatory +29,2020-03-01,59576-9,cumulus__missing-or-null, +29,2020-03-01,59576-9,cumulus__missing-or-null,ambulatory +29,2019-12-01,76504-0,, +29,2019-12-01,76504-0,cumulus__missing-or-null, +29,2019-11-01,75626-2,, +29,2019-11-01,75626-2,cumulus__missing-or-null, +29,2019-06-01,,Ex-smoker (finding), +29,2019-06-01,72166-2,Ex-smoker (finding), +29,2019-04-01,4544-3,, +29,2019-04-01,4544-3,cumulus__missing-or-null, +29,2019-03-01,59576-9,, +29,2019-03-01,59576-9,,ambulatory +29,2019-03-01,59576-9,cumulus__missing-or-null, +29,2019-03-01,59576-9,cumulus__missing-or-null,ambulatory +29,2019-02-01,82667-7,, +29,2019-02-01,82667-7,,ambulatory +29,2019-02-01,82667-7,cumulus__missing-or-null, +29,2019-02-01,82667-7,cumulus__missing-or-null,ambulatory +29,2019-01-01,59461-4,,ambulatory +29,2019-01-01,59460-6,,ambulatory +29,2019-01-01,59460-6,cumulus__missing-or-null,ambulatory +29,2019-01-01,32623-1,, +29,2019-01-01,32623-1,cumulus__missing-or-null, +29,2019-01-01,32207-3,, +29,2019-01-01,32207-3,cumulus__missing-or-null, +29,2019-01-01,21000-5,, +29,2019-01-01,21000-5,cumulus__missing-or-null, +29,2018-12-01,,Urine ketone test = ++ (finding),ambulatory +29,2018-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +29,2018-10-01,,Ex-smoker (finding), +29,2018-10-01,72166-2,Ex-smoker (finding), +29,2018-08-01,82667-7,, +29,2018-08-01,82667-7,cumulus__missing-or-null, +29,2018-04-01,6768-6,, +29,2018-04-01,6768-6,cumulus__missing-or-null, +29,2018-04-01,2885-2,, +29,2018-04-01,2885-2,cumulus__missing-or-null, +29,2018-04-01,1975-2,, +29,2018-04-01,1975-2,cumulus__missing-or-null, +29,2018-04-01,1920-8,, +29,2018-04-01,1920-8,cumulus__missing-or-null, +29,2018-04-01,1751-7,, +29,2018-04-01,1751-7,cumulus__missing-or-null, +29,2018-04-01,1742-6,, +29,2018-04-01,1742-6,cumulus__missing-or-null, +29,2018-01-01,,Ex-smoker (finding),ambulatory +29,2018-01-01,72166-2,Ex-smoker (finding),ambulatory +29,2018-01-01,59576-9,, +29,2018-01-01,59576-9,,ambulatory +29,2018-01-01,59576-9,cumulus__missing-or-null, +29,2018-01-01,59576-9,cumulus__missing-or-null,ambulatory +29,2017-12-01,,Ex-smoker (finding), +29,2017-12-01,72166-2,Ex-smoker (finding), +29,2017-11-01,,Ex-smoker (finding), +29,2017-11-01,72166-2,Ex-smoker (finding), +29,2017-10-01,,Ex-smoker (finding),ambulatory +29,2017-10-01,72166-2,Ex-smoker (finding),ambulatory +29,2017-08-01,59576-9,,ambulatory +29,2017-08-01,59576-9,cumulus__missing-or-null,ambulatory +29,2017-06-01,,Ex-smoker (finding), +29,2017-06-01,,Ex-smoker (finding),ambulatory +29,2017-06-01,72166-2,Ex-smoker (finding), +29,2017-06-01,72166-2,Ex-smoker (finding),ambulatory 29,2017-01-01,,Urine ketone test = ++ (finding), +29,2017-01-01,,Ex-smoker (finding),ambulatory +29,2017-01-01,75626-2,,ambulatory +29,2017-01-01,75626-2,cumulus__missing-or-null,ambulatory +29,2017-01-01,72166-2,Ex-smoker (finding),ambulatory 29,2017-01-01,2514-8,Urine ketone test = ++ (finding), +29,2016-11-01,,Ex-smoker (finding), +29,2016-11-01,,Ex-smoker (finding),ambulatory +29,2016-11-01,72166-2,Ex-smoker (finding), +29,2016-11-01,72166-2,Ex-smoker (finding),ambulatory +29,2016-08-01,,Ex-smoker (finding), +29,2016-08-01,76504-0,,ambulatory +29,2016-08-01,76504-0,cumulus__missing-or-null,ambulatory +29,2016-08-01,72166-2,Ex-smoker (finding), +28,,72106-8,, +28,,72106-8,cumulus__missing-or-null, 28,,65750-2,Negative (qualifier value), -28,,65750-2,Negative (qualifier value),AMB +28,,65750-2,Negative (qualifier value),ambulatory +28,,5767-9,,inpatient encounter +28,2023-03-01,,Ex-smoker (finding), +28,2023-03-01,,Ex-smoker (finding),ambulatory +28,2023-03-01,72166-2,Ex-smoker (finding), +28,2023-03-01,72166-2,Ex-smoker (finding),ambulatory +28,2022-12-01,,Ex-smoker (finding),ambulatory +28,2022-12-01,72166-2,Ex-smoker (finding),ambulatory +28,2022-12-01,59461-4,, +28,2022-12-01,59460-6,, +28,2022-12-01,59460-6,cumulus__missing-or-null, +28,2022-11-01,82667-7,,ambulatory +28,2022-11-01,82667-7,cumulus__missing-or-null,ambulatory +28,2022-09-01,59576-9,, +28,2022-09-01,59576-9,,ambulatory +28,2022-09-01,59576-9,cumulus__missing-or-null, +28,2022-09-01,59576-9,cumulus__missing-or-null,ambulatory +28,2022-06-01,,Ex-smoker (finding), +28,2022-06-01,72166-2,Ex-smoker (finding), +28,2022-06-01,59576-9,, +28,2022-06-01,59576-9,,ambulatory +28,2022-06-01,59576-9,cumulus__missing-or-null, +28,2022-06-01,59576-9,cumulus__missing-or-null,ambulatory +28,2022-04-01,32623-1,, +28,2022-04-01,32623-1,cumulus__missing-or-null, +28,2022-04-01,32207-3,, +28,2022-04-01,32207-3,cumulus__missing-or-null, +28,2022-04-01,21000-5,, +28,2022-04-01,21000-5,cumulus__missing-or-null, +28,2022-03-01,76504-0,, +28,2022-03-01,76504-0,cumulus__missing-or-null, 28,2021-12-01,,Urine ketone test = ++ (finding), +28,2021-12-01,76504-0,, +28,2021-12-01,76504-0,,ambulatory +28,2021-12-01,76504-0,cumulus__missing-or-null, +28,2021-12-01,76504-0,cumulus__missing-or-null,ambulatory 28,2021-12-01,2514-8,Urine ketone test = ++ (finding), -28,2021-10-01,,Urine ketone test = ++ (finding),AMB -28,2021-10-01,2514-8,Urine ketone test = ++ (finding),AMB +28,2021-11-01,59461-4,, +28,2021-11-01,59460-6,, +28,2021-11-01,59460-6,cumulus__missing-or-null, +28,2021-10-01,,Urine ketone test = ++ (finding),ambulatory +28,2021-10-01,,Ex-smoker (finding), +28,2021-10-01,,Ex-smoker (finding),ambulatory +28,2021-10-01,72166-2,Ex-smoker (finding), +28,2021-10-01,72166-2,Ex-smoker (finding),ambulatory +28,2021-10-01,59461-4,, +28,2021-10-01,59460-6,, +28,2021-10-01,59460-6,cumulus__missing-or-null, +28,2021-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory 28,2021-09-01,,Urine ketone test = ++ (finding), 28,2021-09-01,2514-8,Urine ketone test = ++ (finding), +28,2021-08-01,,Ex-smoker (finding), +28,2021-08-01,72166-2,Ex-smoker (finding), +28,2021-07-01,76504-0,, +28,2021-07-01,76504-0,cumulus__missing-or-null, +28,2021-06-01,,Ex-smoker (finding),ambulatory +28,2021-06-01,72166-2,Ex-smoker (finding),ambulatory 28,2021-05-01,,Urine ketone test = ++ (finding), +28,2021-05-01,,Ex-smoker (finding), +28,2021-05-01,75626-2,, +28,2021-05-01,75626-2,cumulus__missing-or-null, +28,2021-05-01,72166-2,Ex-smoker (finding), 28,2021-05-01,2514-8,Urine ketone test = ++ (finding), +28,2021-04-01,,Ex-smoker (finding), +28,2021-04-01,,Ex-smoker (finding),ambulatory +28,2021-04-01,72166-2,Ex-smoker (finding), +28,2021-04-01,72166-2,Ex-smoker (finding),ambulatory +28,2021-03-01,75626-2,, +28,2021-03-01,75626-2,,ambulatory +28,2021-03-01,75626-2,cumulus__missing-or-null, +28,2021-03-01,75626-2,cumulus__missing-or-null,ambulatory +28,2020-12-01,59576-9,, +28,2020-12-01,59576-9,,ambulatory +28,2020-12-01,59576-9,cumulus__missing-or-null, +28,2020-12-01,59576-9,cumulus__missing-or-null,ambulatory +28,2020-11-01,8331-1,,ambulatory +28,2020-11-01,8331-1,cumulus__missing-or-null,ambulatory +28,2020-11-01,8310-5,,ambulatory +28,2020-11-01,8310-5,cumulus__missing-or-null,ambulatory 28,2020-10-01,,Urine ketone test = ++ (finding), +28,2020-10-01,76504-0,,ambulatory +28,2020-10-01,76504-0,cumulus__missing-or-null,ambulatory 28,2020-10-01,2514-8,Urine ketone test = ++ (finding), 28,2020-09-01,,Urine ketone test = ++ (finding), -28,2020-09-01,,Urine ketone test = ++ (finding),AMB +28,2020-09-01,,Urine ketone test = ++ (finding),ambulatory 28,2020-09-01,2514-8,Urine ketone test = ++ (finding), -28,2020-09-01,2514-8,Urine ketone test = ++ (finding),AMB +28,2020-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +28,2020-05-01,82667-7,, +28,2020-05-01,82667-7,cumulus__missing-or-null, +28,2020-05-01,76504-0,,ambulatory +28,2020-05-01,76504-0,cumulus__missing-or-null,ambulatory +28,2020-05-01,59461-4,, +28,2020-05-01,59460-6,, +28,2020-05-01,59460-6,cumulus__missing-or-null, 28,2020-04-01,,Urine ketone test = ++ (finding), 28,2020-04-01,2514-8,Urine ketone test = ++ (finding), 28,2020-03-01,,Urine ketone test = + (finding), +28,2020-03-01,75626-2,,ambulatory +28,2020-03-01,75626-2,cumulus__missing-or-null,ambulatory 28,2020-03-01,2514-8,Urine ketone test = + (finding), +28,2019-12-01,76504-0,,ambulatory +28,2019-12-01,76504-0,cumulus__missing-or-null,ambulatory +28,2019-11-01,75626-2,,ambulatory +28,2019-11-01,75626-2,cumulus__missing-or-null,ambulatory +28,2019-10-01,,Ex-smoker (finding), +28,2019-10-01,72166-2,Ex-smoker (finding), +28,2019-08-01,82667-7,, +28,2019-08-01,82667-7,,ambulatory +28,2019-08-01,82667-7,cumulus__missing-or-null, +28,2019-08-01,82667-7,cumulus__missing-or-null,ambulatory +28,2019-08-01,59576-9,, +28,2019-08-01,59576-9,,ambulatory +28,2019-08-01,59576-9,cumulus__missing-or-null, +28,2019-08-01,59576-9,cumulus__missing-or-null,ambulatory 28,2019-07-01,,Urine protein test = ++ (finding), +28,2019-07-01,,Ex-smoker (finding), +28,2019-07-01,,Ex-smoker (finding),ambulatory +28,2019-07-01,72166-2,Ex-smoker (finding), +28,2019-07-01,72166-2,Ex-smoker (finding),ambulatory 28,2019-07-01,20454-5,Urine protein test = ++ (finding), +28,2019-06-01,,Ex-smoker (finding),ambulatory +28,2019-06-01,72166-2,Ex-smoker (finding),ambulatory +28,2019-03-01,75626-2,, +28,2019-03-01,75626-2,,ambulatory +28,2019-03-01,75626-2,cumulus__missing-or-null, +28,2019-03-01,75626-2,cumulus__missing-or-null,ambulatory +28,2019-03-01,59461-4,, +28,2019-03-01,59461-4,,ambulatory +28,2019-03-01,59460-6,, +28,2019-03-01,59460-6,,ambulatory +28,2019-03-01,59460-6,cumulus__missing-or-null, +28,2019-03-01,59460-6,cumulus__missing-or-null,ambulatory 28,2018-10-01,,Urine ketone test = ++ (finding), +28,2018-10-01,,Ex-smoker (finding),ambulatory +28,2018-10-01,75626-2,, +28,2018-10-01,75626-2,cumulus__missing-or-null, +28,2018-10-01,72166-2,Ex-smoker (finding),ambulatory 28,2018-10-01,2514-8,Urine ketone test = ++ (finding), -28,2018-09-01,,Urine ketone test = ++ (finding),AMB -28,2018-09-01,2514-8,Urine ketone test = ++ (finding),AMB +28,2018-09-01,,Urine ketone test = ++ (finding),ambulatory +28,2018-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +28,2018-08-01,82667-7,,ambulatory +28,2018-08-01,82667-7,cumulus__missing-or-null,ambulatory +28,2018-08-01,76504-0,, +28,2018-08-01,76504-0,,ambulatory +28,2018-08-01,76504-0,cumulus__missing-or-null, +28,2018-08-01,76504-0,cumulus__missing-or-null,ambulatory +28,2018-07-01,75626-2,, +28,2018-07-01,75626-2,cumulus__missing-or-null, 28,2018-05-01,,Urine ketone test = ++ (finding), 28,2018-05-01,2514-8,Urine ketone test = ++ (finding), -28,2018-02-01,,Urine protein test = ++ (finding),AMB -28,2018-02-01,20454-5,Urine protein test = ++ (finding),AMB +28,2018-03-01,59461-4,, +28,2018-03-01,59460-6,, +28,2018-03-01,59460-6,cumulus__missing-or-null, +28,2018-02-01,,Urine protein test = ++ (finding),ambulatory +28,2018-02-01,20454-5,Urine protein test = ++ (finding),ambulatory +28,2018-01-01,789-8,, +28,2018-01-01,789-8,cumulus__missing-or-null, +28,2018-01-01,787-2,, +28,2018-01-01,787-2,cumulus__missing-or-null, +28,2018-01-01,786-4,, +28,2018-01-01,786-4,cumulus__missing-or-null, +28,2018-01-01,785-6,, +28,2018-01-01,785-6,cumulus__missing-or-null, +28,2018-01-01,777-3,, +28,2018-01-01,777-3,cumulus__missing-or-null, +28,2018-01-01,718-7,, +28,2018-01-01,718-7,cumulus__missing-or-null, +28,2018-01-01,6690-2,, +28,2018-01-01,6690-2,cumulus__missing-or-null, +28,2018-01-01,4544-3,, +28,2018-01-01,4544-3,cumulus__missing-or-null, +28,2017-12-01,,Ex-smoker (finding),ambulatory +28,2017-12-01,82667-7,, +28,2017-12-01,82667-7,cumulus__missing-or-null, +28,2017-12-01,72166-2,Ex-smoker (finding),ambulatory +28,2017-09-01,,Ex-smoker (finding), +28,2017-09-01,72166-2,Ex-smoker (finding), 28,2017-07-01,,Urine ketone test = ++ (finding), +28,2017-07-01,,Ex-smoker (finding), +28,2017-07-01,72166-2,Ex-smoker (finding), 28,2017-07-01,2514-8,Urine ketone test = ++ (finding), +28,2017-04-01,59576-9,, +28,2017-04-01,59576-9,,ambulatory +28,2017-04-01,59576-9,cumulus__missing-or-null, +28,2017-04-01,59576-9,cumulus__missing-or-null,ambulatory 28,2017-03-01,,Urine ketone test = ++ (finding), 28,2017-03-01,2514-8,Urine ketone test = ++ (finding), +28,2017-01-01,59461-4,, +28,2017-01-01,59460-6,, +28,2017-01-01,59460-6,cumulus__missing-or-null, 28,2016-12-01,,Urine ketone test = ++ (finding), 28,2016-12-01,2514-8,Urine ketone test = ++ (finding), +28,2016-11-01,82667-7,, +28,2016-11-01,82667-7,,ambulatory +28,2016-11-01,82667-7,cumulus__missing-or-null, +28,2016-11-01,82667-7,cumulus__missing-or-null,ambulatory +28,2016-10-01,76504-0,, +28,2016-10-01,76504-0,cumulus__missing-or-null, +28,2016-08-01,,Ex-smoker (finding),ambulatory +28,2016-08-01,72166-2,Ex-smoker (finding),ambulatory +27,,72106-8,,ambulatory +27,,72106-8,cumulus__missing-or-null,ambulatory +27,2023-02-01,75626-2,, +27,2023-02-01,75626-2,cumulus__missing-or-null, 27,2023-01-01,,Urine ketone test = ++ (finding), +27,2023-01-01,82667-7,, +27,2023-01-01,82667-7,cumulus__missing-or-null, 27,2023-01-01,2514-8,Urine ketone test = ++ (finding), +27,2022-11-01,,Ex-smoker (finding), +27,2022-11-01,,Ex-smoker (finding),ambulatory +27,2022-11-01,72166-2,Ex-smoker (finding), +27,2022-11-01,72166-2,Ex-smoker (finding),ambulatory +27,2022-09-01,,Ex-smoker (finding), +27,2022-09-01,,Ex-smoker (finding),ambulatory +27,2022-09-01,72166-2,Ex-smoker (finding), +27,2022-09-01,72166-2,Ex-smoker (finding),ambulatory +27,2022-06-01,,Ex-smoker (finding),ambulatory +27,2022-06-01,82667-7,, +27,2022-06-01,82667-7,cumulus__missing-or-null, +27,2022-06-01,76504-0,, +27,2022-06-01,76504-0,cumulus__missing-or-null, +27,2022-06-01,72166-2,Ex-smoker (finding),ambulatory +27,2022-06-01,14959-1,, +27,2022-06-01,14959-1,cumulus__missing-or-null, +27,2022-05-01,82667-7,,ambulatory +27,2022-05-01,82667-7,cumulus__missing-or-null,ambulatory +27,2022-04-01,75626-2,, +27,2022-04-01,75626-2,,ambulatory +27,2022-04-01,75626-2,cumulus__missing-or-null, +27,2022-04-01,75626-2,cumulus__missing-or-null,ambulatory +27,2022-04-01,4544-3,, +27,2022-04-01,4544-3,cumulus__missing-or-null, +27,2022-03-01,76504-0,,ambulatory +27,2022-03-01,76504-0,cumulus__missing-or-null,ambulatory +27,2022-02-01,82667-7,, +27,2022-02-01,82667-7,,ambulatory +27,2022-02-01,82667-7,cumulus__missing-or-null, +27,2022-02-01,82667-7,cumulus__missing-or-null,ambulatory +27,2021-12-01,82667-7,, +27,2021-12-01,82667-7,cumulus__missing-or-null, +27,2021-12-01,75626-2,, +27,2021-12-01,75626-2,,ambulatory +27,2021-12-01,75626-2,cumulus__missing-or-null, +27,2021-12-01,75626-2,cumulus__missing-or-null,ambulatory +27,2021-11-01,,Ex-smoker (finding), +27,2021-11-01,,Ex-smoker (finding),ambulatory +27,2021-11-01,72166-2,Ex-smoker (finding), +27,2021-11-01,72166-2,Ex-smoker (finding),ambulatory +27,2021-10-01,59461-4,,ambulatory +27,2021-10-01,59460-6,,ambulatory +27,2021-10-01,59460-6,cumulus__missing-or-null,ambulatory +27,2021-08-01,76504-0,, +27,2021-08-01,76504-0,cumulus__missing-or-null, 27,2021-07-01,,Urine ketone test = ++ (finding), -27,2021-07-01,,Urine ketone test = ++ (finding),AMB +27,2021-07-01,,Urine ketone test = ++ (finding),ambulatory +27,2021-07-01,76504-0,,ambulatory +27,2021-07-01,76504-0,cumulus__missing-or-null,ambulatory 27,2021-07-01,2514-8,Urine ketone test = ++ (finding), -27,2021-07-01,2514-8,Urine ketone test = ++ (finding),AMB +27,2021-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +27,2021-06-01,59461-4,, +27,2021-06-01,59460-6,, +27,2021-06-01,59460-6,cumulus__missing-or-null, +27,2021-05-01,,Ex-smoker (finding),ambulatory +27,2021-05-01,76504-0,, +27,2021-05-01,76504-0,cumulus__missing-or-null, +27,2021-05-01,72166-2,Ex-smoker (finding),ambulatory +27,2021-05-01,59576-9,, +27,2021-05-01,59576-9,,ambulatory +27,2021-05-01,59576-9,cumulus__missing-or-null, +27,2021-05-01,59576-9,cumulus__missing-or-null,ambulatory +27,2021-04-01,59576-9,, +27,2021-04-01,59576-9,,ambulatory +27,2021-04-01,59576-9,cumulus__missing-or-null, +27,2021-04-01,59576-9,cumulus__missing-or-null,ambulatory 27,2021-02-01,,Urine ketone test = ++ (finding), -27,2021-02-01,,Urine ketone test = ++ (finding),AMB +27,2021-02-01,,Urine ketone test = ++ (finding),ambulatory +27,2021-02-01,,Ex-smoker (finding), +27,2021-02-01,82667-7,, +27,2021-02-01,82667-7,,ambulatory +27,2021-02-01,82667-7,cumulus__missing-or-null, +27,2021-02-01,82667-7,cumulus__missing-or-null,ambulatory +27,2021-02-01,76504-0,, +27,2021-02-01,76504-0,,ambulatory +27,2021-02-01,76504-0,cumulus__missing-or-null, +27,2021-02-01,76504-0,cumulus__missing-or-null,ambulatory +27,2021-02-01,72166-2,Ex-smoker (finding), +27,2021-02-01,59576-9,, +27,2021-02-01,59576-9,,ambulatory +27,2021-02-01,59576-9,cumulus__missing-or-null, +27,2021-02-01,59576-9,cumulus__missing-or-null,ambulatory 27,2021-02-01,2514-8,Urine ketone test = ++ (finding), -27,2021-02-01,2514-8,Urine ketone test = ++ (finding),AMB +27,2021-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory 27,2020-12-01,94531-1,, -27,2020-03-01,,Urine ketone test = ++ (finding),AMB -27,2020-03-01,,Urine ketone test = + (finding),AMB -27,2020-03-01,2514-8,Urine ketone test = ++ (finding),AMB -27,2020-03-01,2514-8,Urine ketone test = + (finding),AMB -27,2019-07-01,,Urine protein test = ++ (finding),AMB -27,2019-07-01,20454-5,Urine protein test = ++ (finding),AMB +27,2020-12-01,76504-0,, +27,2020-12-01,76504-0,cumulus__missing-or-null, +27,2020-10-01,8331-1,, +27,2020-10-01,8331-1,cumulus__missing-or-null, +27,2020-10-01,8310-5,, +27,2020-10-01,8310-5,cumulus__missing-or-null, +27,2020-10-01,4544-3,, +27,2020-10-01,4544-3,cumulus__missing-or-null, +27,2020-06-01,75626-2,, +27,2020-06-01,75626-2,,ambulatory +27,2020-06-01,75626-2,cumulus__missing-or-null, +27,2020-06-01,75626-2,cumulus__missing-or-null,ambulatory +27,2020-03-01,,Urine ketone test = ++ (finding),ambulatory +27,2020-03-01,,Urine ketone test = + (finding),ambulatory +27,2020-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +27,2020-03-01,2514-8,Urine ketone test = + (finding),ambulatory +27,2020-02-01,,Ex-smoker (finding), +27,2020-02-01,,Ex-smoker (finding),ambulatory +27,2020-02-01,75626-2,, +27,2020-02-01,75626-2,,ambulatory +27,2020-02-01,75626-2,cumulus__missing-or-null, +27,2020-02-01,75626-2,cumulus__missing-or-null,ambulatory +27,2020-02-01,72166-2,Ex-smoker (finding), +27,2020-02-01,72166-2,Ex-smoker (finding),ambulatory +27,2019-12-01,,Ex-smoker (finding), +27,2019-12-01,72166-2,Ex-smoker (finding), +27,2019-11-01,76504-0,, +27,2019-11-01,76504-0,cumulus__missing-or-null, +27,2019-07-01,,Urine protein test = ++ (finding),ambulatory +27,2019-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +27,2019-06-01,76504-0,, +27,2019-06-01,76504-0,,ambulatory +27,2019-06-01,76504-0,cumulus__missing-or-null, +27,2019-06-01,76504-0,cumulus__missing-or-null,ambulatory +27,2019-05-01,,Ex-smoker (finding), +27,2019-05-01,72166-2,Ex-smoker (finding), 27,2019-04-01,,Urine ketone test = ++ (finding), 27,2019-04-01,2514-8,Urine ketone test = ++ (finding), -27,2019-01-01,,Urine ketone test = ++ (finding),AMB -27,2019-01-01,2514-8,Urine ketone test = ++ (finding),AMB -27,2018-10-01,,Urine ketone test = ++ (finding),AMB -27,2018-10-01,2514-8,Urine ketone test = ++ (finding),AMB -27,2018-07-01,,Urine protein test = ++ (finding),AMB -27,2018-07-01,20454-5,Urine protein test = ++ (finding),AMB +27,2019-03-01,789-8,,ambulatory +27,2019-03-01,789-8,cumulus__missing-or-null,ambulatory +27,2019-03-01,787-2,,ambulatory +27,2019-03-01,787-2,cumulus__missing-or-null,ambulatory +27,2019-03-01,786-4,,ambulatory +27,2019-03-01,786-4,cumulus__missing-or-null,ambulatory +27,2019-03-01,785-6,,ambulatory +27,2019-03-01,785-6,cumulus__missing-or-null,ambulatory +27,2019-03-01,777-3,,ambulatory +27,2019-03-01,777-3,cumulus__missing-or-null,ambulatory +27,2019-03-01,718-7,,ambulatory +27,2019-03-01,718-7,cumulus__missing-or-null,ambulatory +27,2019-03-01,6690-2,,ambulatory +27,2019-03-01,6690-2,cumulus__missing-or-null,ambulatory +27,2019-03-01,32623-1,, +27,2019-03-01,32623-1,,ambulatory +27,2019-03-01,32623-1,cumulus__missing-or-null, +27,2019-03-01,32623-1,cumulus__missing-or-null,ambulatory +27,2019-03-01,32207-3,, +27,2019-03-01,32207-3,,ambulatory +27,2019-03-01,32207-3,cumulus__missing-or-null, +27,2019-03-01,32207-3,cumulus__missing-or-null,ambulatory +27,2019-03-01,21000-5,, +27,2019-03-01,21000-5,,ambulatory +27,2019-03-01,21000-5,cumulus__missing-or-null, +27,2019-03-01,21000-5,cumulus__missing-or-null,ambulatory +27,2019-01-01,,Urine ketone test = ++ (finding),ambulatory +27,2019-01-01,82667-7,, +27,2019-01-01,82667-7,cumulus__missing-or-null, +27,2019-01-01,4544-3,, +27,2019-01-01,4544-3,cumulus__missing-or-null, +27,2019-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory +27,2019-01-01,14959-1,, +27,2019-01-01,14959-1,cumulus__missing-or-null, +27,2018-12-01,,Ex-smoker (finding),ambulatory +27,2018-12-01,72166-2,Ex-smoker (finding),ambulatory +27,2018-10-01,,Urine ketone test = ++ (finding),ambulatory +27,2018-10-01,789-8,, +27,2018-10-01,789-8,cumulus__missing-or-null, +27,2018-10-01,787-2,, +27,2018-10-01,787-2,cumulus__missing-or-null, +27,2018-10-01,786-4,, +27,2018-10-01,786-4,cumulus__missing-or-null, +27,2018-10-01,785-6,, +27,2018-10-01,785-6,cumulus__missing-or-null, +27,2018-10-01,777-3,, +27,2018-10-01,777-3,cumulus__missing-or-null, +27,2018-10-01,718-7,, +27,2018-10-01,718-7,cumulus__missing-or-null, +27,2018-10-01,6690-2,, +27,2018-10-01,6690-2,cumulus__missing-or-null, +27,2018-10-01,4544-3,, +27,2018-10-01,4544-3,cumulus__missing-or-null, +27,2018-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory +27,2018-08-01,75626-2,, +27,2018-08-01,75626-2,,ambulatory +27,2018-08-01,75626-2,cumulus__missing-or-null, +27,2018-08-01,75626-2,cumulus__missing-or-null,ambulatory +27,2018-07-01,,Urine protein test = ++ (finding),ambulatory +27,2018-07-01,20454-5,Urine protein test = ++ (finding),ambulatory +27,2018-06-01,82667-7,, +27,2018-06-01,82667-7,cumulus__missing-or-null, +27,2018-06-01,789-8,, +27,2018-06-01,789-8,cumulus__missing-or-null, +27,2018-06-01,787-2,, +27,2018-06-01,787-2,cumulus__missing-or-null, +27,2018-06-01,786-4,, +27,2018-06-01,786-4,cumulus__missing-or-null, +27,2018-06-01,785-6,, +27,2018-06-01,785-6,cumulus__missing-or-null, +27,2018-06-01,777-3,, +27,2018-06-01,777-3,cumulus__missing-or-null, +27,2018-06-01,718-7,, +27,2018-06-01,718-7,cumulus__missing-or-null, +27,2018-06-01,6690-2,, +27,2018-06-01,6690-2,cumulus__missing-or-null, +27,2018-05-01,32623-1,, +27,2018-05-01,32623-1,cumulus__missing-or-null, +27,2018-05-01,32207-3,, +27,2018-05-01,32207-3,cumulus__missing-or-null, +27,2018-05-01,21000-5,, +27,2018-05-01,21000-5,cumulus__missing-or-null, 27,2018-04-01,,Urine ketone test = ++ (finding), 27,2018-04-01,2514-8,Urine ketone test = ++ (finding), 27,2018-02-01,,Urine ketone test = ++ (finding), 27,2018-02-01,2514-8,Urine ketone test = ++ (finding), +27,2018-01-01,76504-0,, +27,2018-01-01,76504-0,cumulus__missing-or-null, +27,2018-01-01,75626-2,, +27,2018-01-01,75626-2,cumulus__missing-or-null, +27,2017-12-01,82667-7,,ambulatory +27,2017-12-01,82667-7,cumulus__missing-or-null,ambulatory +27,2017-11-01,,Ex-smoker (finding),ambulatory +27,2017-11-01,72166-2,Ex-smoker (finding),ambulatory +27,2017-09-01,,Ex-smoker (finding),ambulatory +27,2017-09-01,72166-2,Ex-smoker (finding),ambulatory +27,2017-07-01,,Ex-smoker (finding),ambulatory +27,2017-07-01,82667-7,, +27,2017-07-01,82667-7,cumulus__missing-or-null, +27,2017-07-01,72166-2,Ex-smoker (finding),ambulatory +27,2017-06-01,789-8,,ambulatory +27,2017-06-01,789-8,cumulus__missing-or-null,ambulatory +27,2017-06-01,787-2,,ambulatory +27,2017-06-01,787-2,cumulus__missing-or-null,ambulatory +27,2017-06-01,786-4,,ambulatory +27,2017-06-01,786-4,cumulus__missing-or-null,ambulatory +27,2017-06-01,785-6,,ambulatory +27,2017-06-01,785-6,cumulus__missing-or-null,ambulatory +27,2017-06-01,777-3,,ambulatory +27,2017-06-01,777-3,cumulus__missing-or-null,ambulatory +27,2017-06-01,718-7,,ambulatory +27,2017-06-01,718-7,cumulus__missing-or-null,ambulatory +27,2017-06-01,6690-2,,ambulatory +27,2017-06-01,6690-2,cumulus__missing-or-null,ambulatory +27,2017-05-01,82667-7,, +27,2017-05-01,82667-7,cumulus__missing-or-null, 27,2017-02-01,,Urine ketone test = ++ (finding), +27,2017-02-01,,Ex-smoker (finding), +27,2017-02-01,72166-2,Ex-smoker (finding), 27,2017-02-01,2514-8,Urine ketone test = ++ (finding), -27,2016-12-01,,Urine ketone test = ++ (finding),AMB -27,2016-12-01,2514-8,Urine ketone test = ++ (finding),AMB +27,2017-01-01,76504-0,, +27,2017-01-01,76504-0,cumulus__missing-or-null, +27,2017-01-01,59576-9,, +27,2017-01-01,59576-9,,ambulatory +27,2017-01-01,59576-9,cumulus__missing-or-null, +27,2017-01-01,59576-9,cumulus__missing-or-null,ambulatory +27,2016-12-01,,Urine ketone test = ++ (finding),ambulatory +27,2016-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +27,2016-10-01,59576-9,, +27,2016-10-01,59576-9,,ambulatory +27,2016-10-01,59576-9,cumulus__missing-or-null, +27,2016-10-01,59576-9,cumulus__missing-or-null,ambulatory 27,2016-08-01,,Urine ketone test = ++ (finding), 27,2016-08-01,2514-8,Urine ketone test = ++ (finding), +27,2016-06-01,75626-2,, +27,2016-06-01,75626-2,cumulus__missing-or-null, +27,2016-06-01,2571-8,, +27,2016-06-01,2571-8,cumulus__missing-or-null, +27,2016-06-01,2093-3,, +27,2016-06-01,2093-3,cumulus__missing-or-null, +27,2016-06-01,2085-9,, +27,2016-06-01,2085-9,cumulus__missing-or-null, +27,2016-06-01,18262-6,, +27,2016-06-01,18262-6,cumulus__missing-or-null, +26,,89579-7,,emergency +26,,89579-7,cumulus__missing-or-null,emergency +26,2023-02-01,,Ex-smoker (finding), +26,2023-02-01,,Ex-smoker (finding),ambulatory +26,2023-02-01,75626-2,,ambulatory +26,2023-02-01,75626-2,cumulus__missing-or-null,ambulatory +26,2023-02-01,72166-2,Ex-smoker (finding), +26,2023-02-01,72166-2,Ex-smoker (finding),ambulatory +26,2023-01-01,82667-7,,ambulatory +26,2023-01-01,82667-7,cumulus__missing-or-null,ambulatory +26,2023-01-01,59461-4,, +26,2023-01-01,59461-4,,ambulatory +26,2023-01-01,59460-6,, +26,2023-01-01,59460-6,,ambulatory +26,2023-01-01,59460-6,cumulus__missing-or-null, +26,2023-01-01,59460-6,cumulus__missing-or-null,ambulatory +26,2022-12-01,75626-2,, +26,2022-12-01,75626-2,cumulus__missing-or-null, 26,2022-10-01,,Urine ketone test = ++ (finding), +26,2022-10-01,75626-2,, +26,2022-10-01,75626-2,,ambulatory +26,2022-10-01,75626-2,cumulus__missing-or-null, +26,2022-10-01,75626-2,cumulus__missing-or-null,ambulatory 26,2022-10-01,2514-8,Urine ketone test = ++ (finding), +26,2022-09-01,82667-7,, +26,2022-09-01,82667-7,cumulus__missing-or-null, +26,2022-09-01,14959-1,, +26,2022-09-01,14959-1,cumulus__missing-or-null, 26,2022-06-01,,Urine ketone test = ++ (finding), +26,2022-06-01,76504-0,,ambulatory +26,2022-06-01,76504-0,cumulus__missing-or-null,ambulatory 26,2022-06-01,2514-8,Urine ketone test = ++ (finding), 26,2022-05-01,,Urine ketone test = + (finding), 26,2022-05-01,2514-8,Urine ketone test = + (finding), 26,2022-04-01,,Urine ketone test = ++ (finding), 26,2022-04-01,2514-8,Urine ketone test = ++ (finding), +26,2022-02-01,,Ex-smoker (finding), +26,2022-02-01,,Ex-smoker (finding),ambulatory +26,2022-02-01,72166-2,Ex-smoker (finding), +26,2022-02-01,72166-2,Ex-smoker (finding),ambulatory +26,2022-02-01,59576-9,, +26,2022-02-01,59576-9,,ambulatory +26,2022-02-01,59576-9,cumulus__missing-or-null, +26,2022-02-01,59576-9,cumulus__missing-or-null,ambulatory +26,2022-01-01,,Ex-smoker (finding), +26,2022-01-01,,Ex-smoker (finding),ambulatory +26,2022-01-01,72166-2,Ex-smoker (finding), +26,2022-01-01,72166-2,Ex-smoker (finding),ambulatory +26,2021-12-01,82667-7,,ambulatory +26,2021-12-01,82667-7,cumulus__missing-or-null,ambulatory 26,2021-11-01,,Urine ketone test = ++ (finding), +26,2021-11-01,59461-4,,ambulatory +26,2021-11-01,59460-6,,ambulatory +26,2021-11-01,59460-6,cumulus__missing-or-null,ambulatory 26,2021-11-01,2514-8,Urine ketone test = ++ (finding), +26,2021-10-01,789-8,, +26,2021-10-01,789-8,cumulus__missing-or-null, +26,2021-10-01,787-2,, +26,2021-10-01,787-2,cumulus__missing-or-null, +26,2021-10-01,786-4,, +26,2021-10-01,786-4,cumulus__missing-or-null, +26,2021-10-01,785-6,, +26,2021-10-01,785-6,cumulus__missing-or-null, +26,2021-10-01,777-3,, +26,2021-10-01,777-3,cumulus__missing-or-null, +26,2021-10-01,718-7,, +26,2021-10-01,718-7,cumulus__missing-or-null, +26,2021-10-01,6690-2,, +26,2021-10-01,6690-2,cumulus__missing-or-null, +26,2021-10-01,32623-1,, +26,2021-10-01,32623-1,cumulus__missing-or-null, +26,2021-10-01,32207-3,, +26,2021-10-01,32207-3,cumulus__missing-or-null, +26,2021-10-01,21000-5,, +26,2021-10-01,21000-5,cumulus__missing-or-null, 26,2021-08-01,,Urine ketone test = ++ (finding), +26,2021-08-01,82667-7,, +26,2021-08-01,82667-7,cumulus__missing-or-null, +26,2021-08-01,789-8,, +26,2021-08-01,789-8,cumulus__missing-or-null, +26,2021-08-01,787-2,, +26,2021-08-01,787-2,cumulus__missing-or-null, +26,2021-08-01,786-4,, +26,2021-08-01,786-4,cumulus__missing-or-null, +26,2021-08-01,785-6,, +26,2021-08-01,785-6,cumulus__missing-or-null, +26,2021-08-01,777-3,, +26,2021-08-01,777-3,cumulus__missing-or-null, +26,2021-08-01,75626-2,, +26,2021-08-01,75626-2,cumulus__missing-or-null, +26,2021-08-01,718-7,, +26,2021-08-01,718-7,cumulus__missing-or-null, +26,2021-08-01,6690-2,, +26,2021-08-01,6690-2,cumulus__missing-or-null, 26,2021-08-01,2514-8,Urine ketone test = ++ (finding), -26,2021-05-01,,Urine ketone test = ++ (finding),AMB -26,2021-05-01,2514-8,Urine ketone test = ++ (finding),AMB -26,2020-10-01,,Urine ketone test = ++ (finding),AMB -26,2020-10-01,2514-8,Urine ketone test = ++ (finding),AMB -26,2020-05-01,,Urine ketone test = ++ (finding),AMB -26,2020-05-01,2514-8,Urine ketone test = ++ (finding),AMB +26,2021-06-01,59461-4,,ambulatory +26,2021-06-01,59460-6,,ambulatory +26,2021-06-01,59460-6,cumulus__missing-or-null,ambulatory +26,2021-05-01,,Urine ketone test = ++ (finding),ambulatory +26,2021-05-01,75626-2,,ambulatory +26,2021-05-01,75626-2,cumulus__missing-or-null,ambulatory +26,2021-05-01,2514-8,Urine ketone test = ++ (finding),ambulatory +26,2021-02-01,,Ex-smoker (finding),ambulatory +26,2021-02-01,72166-2,Ex-smoker (finding),ambulatory +26,2021-01-01,75626-2,, +26,2021-01-01,75626-2,,ambulatory +26,2021-01-01,75626-2,cumulus__missing-or-null, +26,2021-01-01,75626-2,cumulus__missing-or-null,ambulatory +26,2021-01-01,59461-4,, +26,2021-01-01,59461-4,,ambulatory +26,2021-01-01,59460-6,, +26,2021-01-01,59460-6,,ambulatory +26,2021-01-01,59460-6,cumulus__missing-or-null, +26,2021-01-01,59460-6,cumulus__missing-or-null,ambulatory +26,2020-12-01,82667-7,, +26,2020-12-01,82667-7,cumulus__missing-or-null, +26,2020-12-01,76504-0,,ambulatory +26,2020-12-01,76504-0,cumulus__missing-or-null,ambulatory +26,2020-11-01,,Ex-smoker (finding), +26,2020-11-01,,Ex-smoker (finding),ambulatory +26,2020-11-01,72166-2,Ex-smoker (finding), +26,2020-11-01,72166-2,Ex-smoker (finding),ambulatory +26,2020-10-01,,Urine ketone test = ++ (finding),ambulatory +26,2020-10-01,82667-7,, +26,2020-10-01,82667-7,,ambulatory +26,2020-10-01,82667-7,cumulus__missing-or-null, +26,2020-10-01,82667-7,cumulus__missing-or-null,ambulatory +26,2020-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory +26,2020-09-01,76504-0,, +26,2020-09-01,76504-0,,ambulatory +26,2020-09-01,76504-0,cumulus__missing-or-null, +26,2020-09-01,76504-0,cumulus__missing-or-null,ambulatory +26,2020-08-01,82667-7,, +26,2020-08-01,82667-7,cumulus__missing-or-null, +26,2020-08-01,789-8,, +26,2020-08-01,789-8,cumulus__missing-or-null, +26,2020-08-01,787-2,, +26,2020-08-01,787-2,cumulus__missing-or-null, +26,2020-08-01,786-4,, +26,2020-08-01,786-4,cumulus__missing-or-null, +26,2020-08-01,785-6,, +26,2020-08-01,785-6,cumulus__missing-or-null, +26,2020-08-01,777-3,, +26,2020-08-01,777-3,cumulus__missing-or-null, +26,2020-08-01,718-7,, +26,2020-08-01,718-7,cumulus__missing-or-null, +26,2020-08-01,6690-2,, +26,2020-08-01,6690-2,cumulus__missing-or-null, +26,2020-07-01,,Ex-smoker (finding), +26,2020-07-01,72166-2,Ex-smoker (finding), +26,2020-07-01,2571-8,,ambulatory +26,2020-07-01,2571-8,cumulus__missing-or-null,ambulatory +26,2020-07-01,2093-3,,ambulatory +26,2020-07-01,2093-3,cumulus__missing-or-null,ambulatory +26,2020-07-01,2085-9,,ambulatory +26,2020-07-01,2085-9,cumulus__missing-or-null,ambulatory +26,2020-07-01,18262-6,,ambulatory +26,2020-07-01,18262-6,cumulus__missing-or-null,ambulatory +26,2020-06-01,76504-0,, +26,2020-06-01,76504-0,,ambulatory +26,2020-06-01,76504-0,cumulus__missing-or-null, +26,2020-06-01,76504-0,cumulus__missing-or-null,ambulatory +26,2020-05-01,,Urine ketone test = ++ (finding),ambulatory +26,2020-05-01,82667-7,,ambulatory +26,2020-05-01,82667-7,cumulus__missing-or-null,ambulatory +26,2020-05-01,2514-8,Urine ketone test = ++ (finding),ambulatory +26,2020-02-01,76504-0,, +26,2020-02-01,76504-0,cumulus__missing-or-null, 26,2019-12-01,,Urine ketone test = ++ (finding), +26,2019-12-01,9843-4,, +26,2019-12-01,9843-4,,ambulatory +26,2019-12-01,9843-4,cumulus__missing-or-null, +26,2019-12-01,9843-4,cumulus__missing-or-null,ambulatory +26,2019-12-01,8289-1,, +26,2019-12-01,8289-1,,ambulatory +26,2019-12-01,8289-1,cumulus__missing-or-null, +26,2019-12-01,8289-1,cumulus__missing-or-null,ambulatory +26,2019-12-01,77606-2,, +26,2019-12-01,77606-2,,ambulatory +26,2019-12-01,77606-2,cumulus__missing-or-null, +26,2019-12-01,77606-2,cumulus__missing-or-null,ambulatory 26,2019-12-01,2514-8,Urine ketone test = ++ (finding), +26,2019-10-01,,Ex-smoker (finding),ambulatory +26,2019-10-01,72166-2,Ex-smoker (finding),ambulatory 26,2019-09-01,,Urine protein test = ++ (finding), -26,2019-09-01,,Urine protein test = ++ (finding),AMB +26,2019-09-01,,Urine protein test = ++ (finding),ambulatory 26,2019-09-01,20454-5,Urine protein test = ++ (finding), -26,2019-09-01,20454-5,Urine protein test = ++ (finding),AMB +26,2019-09-01,20454-5,Urine protein test = ++ (finding),ambulatory +26,2019-07-01,76504-0,, +26,2019-07-01,76504-0,,ambulatory +26,2019-07-01,76504-0,cumulus__missing-or-null, +26,2019-07-01,76504-0,cumulus__missing-or-null,ambulatory +26,2019-07-01,59576-9,, +26,2019-07-01,59576-9,,ambulatory +26,2019-07-01,59576-9,cumulus__missing-or-null, +26,2019-07-01,59576-9,cumulus__missing-or-null,ambulatory +26,2019-05-01,82667-7,, +26,2019-05-01,82667-7,,ambulatory +26,2019-05-01,82667-7,cumulus__missing-or-null, +26,2019-05-01,82667-7,cumulus__missing-or-null,ambulatory +26,2019-05-01,76504-0,, +26,2019-05-01,76504-0,cumulus__missing-or-null, 26,2019-03-01,,Urine ketone test = ++ (finding), +26,2019-03-01,4544-3,,ambulatory +26,2019-03-01,4544-3,cumulus__missing-or-null,ambulatory 26,2019-03-01,2514-8,Urine ketone test = ++ (finding), 26,2019-02-01,,Urine ketone test = ++ (finding), 26,2019-02-01,2514-8,Urine ketone test = ++ (finding), -26,2017-12-01,,Urine ketone test = ++ (finding),AMB -26,2017-12-01,2514-8,Urine ketone test = ++ (finding),AMB -26,2017-11-01,,Urine ketone test = ++ (finding),AMB -26,2017-11-01,2514-8,Urine ketone test = ++ (finding),AMB +26,2019-01-01,82667-7,,ambulatory +26,2019-01-01,82667-7,cumulus__missing-or-null,ambulatory +26,2018-12-01,59461-4,, +26,2018-12-01,59460-6,, +26,2018-12-01,59460-6,cumulus__missing-or-null, +26,2018-10-01,75626-2,,ambulatory +26,2018-10-01,75626-2,cumulus__missing-or-null,ambulatory +26,2018-09-01,76504-0,, +26,2018-09-01,76504-0,cumulus__missing-or-null, +26,2018-07-01,75626-2,,ambulatory +26,2018-07-01,75626-2,cumulus__missing-or-null,ambulatory +26,2018-07-01,59576-9,, +26,2018-07-01,59576-9,,ambulatory +26,2018-07-01,59576-9,cumulus__missing-or-null, +26,2018-07-01,59576-9,cumulus__missing-or-null,ambulatory +26,2018-07-01,59461-4,, +26,2018-07-01,59460-6,, +26,2018-07-01,59460-6,cumulus__missing-or-null, +26,2018-06-01,789-8,,ambulatory +26,2018-06-01,789-8,cumulus__missing-or-null,ambulatory +26,2018-06-01,787-2,,ambulatory +26,2018-06-01,787-2,cumulus__missing-or-null,ambulatory +26,2018-06-01,786-4,,ambulatory +26,2018-06-01,786-4,cumulus__missing-or-null,ambulatory +26,2018-06-01,785-6,,ambulatory +26,2018-06-01,785-6,cumulus__missing-or-null,ambulatory +26,2018-06-01,777-3,,ambulatory +26,2018-06-01,777-3,cumulus__missing-or-null,ambulatory +26,2018-06-01,75626-2,, +26,2018-06-01,75626-2,cumulus__missing-or-null, +26,2018-06-01,718-7,,ambulatory +26,2018-06-01,718-7,cumulus__missing-or-null,ambulatory +26,2018-06-01,6690-2,,ambulatory +26,2018-06-01,6690-2,cumulus__missing-or-null,ambulatory +26,2018-06-01,4544-3,, +26,2018-06-01,4544-3,cumulus__missing-or-null, +26,2018-06-01,32623-1,, +26,2018-06-01,32623-1,,ambulatory +26,2018-06-01,32623-1,cumulus__missing-or-null, +26,2018-06-01,32623-1,cumulus__missing-or-null,ambulatory +26,2018-06-01,32207-3,, +26,2018-06-01,32207-3,,ambulatory +26,2018-06-01,32207-3,cumulus__missing-or-null, +26,2018-06-01,32207-3,cumulus__missing-or-null,ambulatory +26,2018-06-01,21000-5,, +26,2018-06-01,21000-5,,ambulatory +26,2018-06-01,21000-5,cumulus__missing-or-null, +26,2018-06-01,21000-5,cumulus__missing-or-null,ambulatory +26,2018-03-01,6768-6,, +26,2018-03-01,6768-6,cumulus__missing-or-null, +26,2018-03-01,59576-9,, +26,2018-03-01,59576-9,,ambulatory +26,2018-03-01,59576-9,cumulus__missing-or-null, +26,2018-03-01,59576-9,cumulus__missing-or-null,ambulatory +26,2018-03-01,2885-2,, +26,2018-03-01,2885-2,cumulus__missing-or-null, +26,2018-03-01,1975-2,, +26,2018-03-01,1975-2,cumulus__missing-or-null, +26,2018-03-01,1920-8,, +26,2018-03-01,1920-8,cumulus__missing-or-null, +26,2018-03-01,1751-7,, +26,2018-03-01,1751-7,cumulus__missing-or-null, +26,2018-03-01,1742-6,, +26,2018-03-01,1742-6,cumulus__missing-or-null, +26,2018-01-01,76504-0,,ambulatory +26,2018-01-01,76504-0,cumulus__missing-or-null,ambulatory +26,2018-01-01,75626-2,,ambulatory +26,2018-01-01,75626-2,cumulus__missing-or-null,ambulatory +26,2017-12-01,,Urine ketone test = ++ (finding),ambulatory +26,2017-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +26,2017-11-01,,Urine ketone test = ++ (finding),ambulatory +26,2017-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory +26,2017-07-01,82667-7,,ambulatory +26,2017-07-01,82667-7,cumulus__missing-or-null,ambulatory +26,2017-07-01,75626-2,, +26,2017-07-01,75626-2,cumulus__missing-or-null, +26,2017-07-01,59461-4,, +26,2017-07-01,59460-6,, +26,2017-07-01,59460-6,cumulus__missing-or-null, +26,2017-06-01,32623-1,, +26,2017-06-01,32623-1,,ambulatory +26,2017-06-01,32623-1,cumulus__missing-or-null, +26,2017-06-01,32623-1,cumulus__missing-or-null,ambulatory +26,2017-06-01,32207-3,, +26,2017-06-01,32207-3,,ambulatory +26,2017-06-01,32207-3,cumulus__missing-or-null, +26,2017-06-01,32207-3,cumulus__missing-or-null,ambulatory +26,2017-06-01,21000-5,, +26,2017-06-01,21000-5,,ambulatory +26,2017-06-01,21000-5,cumulus__missing-or-null, +26,2017-06-01,21000-5,cumulus__missing-or-null,ambulatory 26,2017-05-01,,Urine ketone test = ++ (finding), +26,2017-05-01,82667-7,,ambulatory +26,2017-05-01,82667-7,cumulus__missing-or-null,ambulatory 26,2017-05-01,2514-8,Urine ketone test = ++ (finding), -26,2017-01-01,,Urine ketone test = ++ (finding),AMB -26,2017-01-01,2514-8,Urine ketone test = ++ (finding),AMB +26,2017-02-01,76504-0,, +26,2017-02-01,76504-0,cumulus__missing-or-null, +26,2017-02-01,59461-4,, +26,2017-02-01,59460-6,, +26,2017-02-01,59460-6,cumulus__missing-or-null, +26,2017-01-01,,Urine ketone test = ++ (finding),ambulatory +26,2017-01-01,76504-0,,ambulatory +26,2017-01-01,76504-0,cumulus__missing-or-null,ambulatory +26,2017-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory 26,2016-11-01,,Urine ketone test = ++ (finding), -26,2016-11-01,,Urine ketone test = ++ (finding),AMB +26,2016-11-01,,Urine ketone test = ++ (finding),ambulatory 26,2016-11-01,2514-8,Urine ketone test = ++ (finding), -26,2016-11-01,2514-8,Urine ketone test = ++ (finding),AMB +26,2016-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory +26,2016-10-01,,Ex-smoker (finding), +26,2016-10-01,,Ex-smoker (finding),ambulatory +26,2016-10-01,76504-0,,ambulatory +26,2016-10-01,76504-0,cumulus__missing-or-null,ambulatory +26,2016-10-01,72166-2,Ex-smoker (finding), +26,2016-10-01,72166-2,Ex-smoker (finding),ambulatory +26,2016-09-01,,Ex-smoker (finding), +26,2016-09-01,,Ex-smoker (finding),ambulatory +26,2016-09-01,72166-2,Ex-smoker (finding), +26,2016-09-01,72166-2,Ex-smoker (finding),ambulatory +26,2016-09-01,59461-4,, +26,2016-09-01,59460-6,, +26,2016-09-01,59460-6,cumulus__missing-or-null, 26,2016-07-01,,Urine ketone test = ++ (finding), 26,2016-07-01,2514-8,Urine ketone test = ++ (finding), +25,,789-8,,emergency +25,,789-8,cumulus__missing-or-null,emergency +25,,787-2,,emergency +25,,787-2,cumulus__missing-or-null,emergency +25,,786-4,,emergency +25,,786-4,cumulus__missing-or-null,emergency +25,,785-6,,emergency +25,,785-6,cumulus__missing-or-null,emergency +25,,777-3,,emergency +25,,777-3,cumulus__missing-or-null,emergency +25,,718-7,,emergency +25,,718-7,cumulus__missing-or-null,emergency +25,,6768-6,,emergency +25,,6768-6,cumulus__missing-or-null,emergency +25,,6690-2,,emergency +25,,6690-2,cumulus__missing-or-null,emergency +25,,4544-3,,emergency +25,,4544-3,cumulus__missing-or-null,emergency +25,,2885-2,,emergency +25,,2885-2,cumulus__missing-or-null,emergency +25,,1975-2,,emergency +25,,1975-2,cumulus__missing-or-null,emergency +25,,1920-8,,emergency +25,,1920-8,cumulus__missing-or-null,emergency +25,,1751-7,,emergency +25,,1751-7,cumulus__missing-or-null,emergency +25,,1742-6,,emergency +25,,1742-6,cumulus__missing-or-null,emergency 25,2023-02-01,,Urine ketone test = ++ (finding), +25,2023-02-01,76504-0,, +25,2023-02-01,76504-0,cumulus__missing-or-null, +25,2023-02-01,59576-9,, +25,2023-02-01,59576-9,,ambulatory +25,2023-02-01,59576-9,cumulus__missing-or-null, +25,2023-02-01,59576-9,cumulus__missing-or-null,ambulatory +25,2023-02-01,59461-4,, +25,2023-02-01,59460-6,, +25,2023-02-01,59460-6,cumulus__missing-or-null, 25,2023-02-01,2514-8,Urine ketone test = ++ (finding), -25,2023-01-01,,Urine ketone test = ++ (finding),AMB -25,2023-01-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2023-01-01,,Urine ketone test = ++ (finding),ambulatory +25,2023-01-01,76504-0,, +25,2023-01-01,76504-0,cumulus__missing-or-null, +25,2023-01-01,59576-9,, +25,2023-01-01,59576-9,,ambulatory +25,2023-01-01,59576-9,cumulus__missing-or-null, +25,2023-01-01,59576-9,cumulus__missing-or-null,ambulatory +25,2023-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory 25,2022-12-01,,Urine ketone test = ++ (finding), 25,2022-12-01,2514-8,Urine ketone test = ++ (finding), +25,2022-10-01,789-8,, +25,2022-10-01,789-8,cumulus__missing-or-null, +25,2022-10-01,787-2,, +25,2022-10-01,787-2,cumulus__missing-or-null, +25,2022-10-01,786-4,, +25,2022-10-01,786-4,cumulus__missing-or-null, +25,2022-10-01,785-6,, +25,2022-10-01,785-6,cumulus__missing-or-null, +25,2022-10-01,777-3,, +25,2022-10-01,777-3,cumulus__missing-or-null, +25,2022-10-01,718-7,, +25,2022-10-01,718-7,cumulus__missing-or-null, +25,2022-10-01,6690-2,, +25,2022-10-01,6690-2,cumulus__missing-or-null, +25,2022-10-01,4544-3,, +25,2022-10-01,4544-3,cumulus__missing-or-null, +25,2022-09-01,82667-7,,ambulatory +25,2022-09-01,82667-7,cumulus__missing-or-null,ambulatory +25,2022-08-01,75626-2,, +25,2022-08-01,75626-2,cumulus__missing-or-null, 25,2022-07-01,,Urine ketone test = ++ (finding), +25,2022-07-01,6768-6,, +25,2022-07-01,6768-6,cumulus__missing-or-null, +25,2022-07-01,2885-2,, +25,2022-07-01,2885-2,cumulus__missing-or-null, 25,2022-07-01,2514-8,Urine ketone test = ++ (finding), -25,2021-12-01,,Urine ketone test = ++ (finding),AMB -25,2021-12-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2022-07-01,1975-2,, +25,2022-07-01,1975-2,cumulus__missing-or-null, +25,2022-07-01,1920-8,, +25,2022-07-01,1920-8,cumulus__missing-or-null, +25,2022-07-01,1751-7,, +25,2022-07-01,1751-7,cumulus__missing-or-null, +25,2022-07-01,1742-6,, +25,2022-07-01,1742-6,cumulus__missing-or-null, +25,2022-05-01,59576-9,, +25,2022-05-01,59576-9,,ambulatory +25,2022-05-01,59576-9,cumulus__missing-or-null, +25,2022-05-01,59576-9,cumulus__missing-or-null,ambulatory +25,2022-03-01,59461-4,, +25,2022-03-01,59460-6,, +25,2022-03-01,59460-6,cumulus__missing-or-null, +25,2022-02-01,59461-4,, +25,2022-02-01,59461-4,,ambulatory +25,2022-02-01,59460-6,, +25,2022-02-01,59460-6,,ambulatory +25,2022-02-01,59460-6,cumulus__missing-or-null, +25,2022-02-01,59460-6,cumulus__missing-or-null,ambulatory +25,2022-01-01,75626-2,, +25,2022-01-01,75626-2,,ambulatory +25,2022-01-01,75626-2,cumulus__missing-or-null, +25,2022-01-01,75626-2,cumulus__missing-or-null,ambulatory +25,2022-01-01,59461-4,, +25,2022-01-01,59461-4,,ambulatory +25,2022-01-01,59460-6,, +25,2022-01-01,59460-6,,ambulatory +25,2022-01-01,59460-6,cumulus__missing-or-null, +25,2022-01-01,59460-6,cumulus__missing-or-null,ambulatory +25,2021-12-01,,Urine ketone test = ++ (finding),ambulatory +25,2021-12-01,59461-4,, +25,2021-12-01,59461-4,,ambulatory +25,2021-12-01,59460-6,, +25,2021-12-01,59460-6,,ambulatory +25,2021-12-01,59460-6,cumulus__missing-or-null, +25,2021-12-01,59460-6,cumulus__missing-or-null,ambulatory +25,2021-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2021-11-01,82667-7,, +25,2021-11-01,82667-7,,ambulatory +25,2021-11-01,82667-7,cumulus__missing-or-null, +25,2021-11-01,82667-7,cumulus__missing-or-null,ambulatory +25,2021-10-01,4544-3,, +25,2021-10-01,4544-3,cumulus__missing-or-null, +25,2021-10-01,14959-1,, +25,2021-10-01,14959-1,cumulus__missing-or-null, +25,2021-09-01,6768-6,, +25,2021-09-01,6768-6,cumulus__missing-or-null, +25,2021-09-01,2885-2,, +25,2021-09-01,2885-2,cumulus__missing-or-null, +25,2021-09-01,1975-2,, +25,2021-09-01,1975-2,cumulus__missing-or-null, +25,2021-09-01,1920-8,, +25,2021-09-01,1920-8,cumulus__missing-or-null, +25,2021-09-01,1751-7,, +25,2021-09-01,1751-7,cumulus__missing-or-null, +25,2021-09-01,1742-6,, +25,2021-09-01,1742-6,cumulus__missing-or-null, +25,2021-09-01,14959-1,, +25,2021-09-01,14959-1,cumulus__missing-or-null, +25,2021-08-01,,Ex-smoker (finding),ambulatory +25,2021-08-01,82667-7,,ambulatory +25,2021-08-01,82667-7,cumulus__missing-or-null,ambulatory +25,2021-08-01,72166-2,Ex-smoker (finding),ambulatory +25,2021-08-01,59461-4,, +25,2021-08-01,59460-6,, +25,2021-08-01,59460-6,cumulus__missing-or-null, +25,2021-04-01,82667-7,, +25,2021-04-01,82667-7,,ambulatory +25,2021-04-01,82667-7,cumulus__missing-or-null, +25,2021-04-01,82667-7,cumulus__missing-or-null,ambulatory +25,2021-04-01,75626-2,, +25,2021-04-01,75626-2,cumulus__missing-or-null, +25,2021-03-01,789-8,, +25,2021-03-01,789-8,cumulus__missing-or-null, +25,2021-03-01,787-2,, +25,2021-03-01,787-2,cumulus__missing-or-null, +25,2021-03-01,786-4,, +25,2021-03-01,786-4,cumulus__missing-or-null, +25,2021-03-01,785-6,, +25,2021-03-01,785-6,cumulus__missing-or-null, +25,2021-03-01,777-3,, +25,2021-03-01,777-3,cumulus__missing-or-null, +25,2021-03-01,718-7,, +25,2021-03-01,718-7,cumulus__missing-or-null, +25,2021-03-01,6690-2,, +25,2021-03-01,6690-2,cumulus__missing-or-null, +25,2021-03-01,4544-3,, +25,2021-03-01,4544-3,cumulus__missing-or-null, +25,2021-02-01,59461-4,, +25,2021-02-01,59461-4,,ambulatory +25,2021-02-01,59460-6,, +25,2021-02-01,59460-6,,ambulatory +25,2021-02-01,59460-6,cumulus__missing-or-null, +25,2021-02-01,59460-6,cumulus__missing-or-null,ambulatory +25,2020-12-01,82667-7,,ambulatory +25,2020-12-01,82667-7,cumulus__missing-or-null,ambulatory 25,2020-11-01,,Urine ketone test = ++ (finding), +25,2020-11-01,82667-7,, +25,2020-11-01,82667-7,,ambulatory +25,2020-11-01,82667-7,cumulus__missing-or-null, +25,2020-11-01,82667-7,cumulus__missing-or-null,ambulatory 25,2020-11-01,2514-8,Urine ketone test = ++ (finding), +25,2020-10-01,,Ex-smoker (finding), +25,2020-10-01,,Ex-smoker (finding),ambulatory +25,2020-10-01,72166-2,Ex-smoker (finding), +25,2020-10-01,72166-2,Ex-smoker (finding),ambulatory +25,2020-08-01,82667-7,,ambulatory +25,2020-08-01,82667-7,cumulus__missing-or-null,ambulatory +25,2020-08-01,4544-3,, +25,2020-08-01,4544-3,cumulus__missing-or-null, +25,2020-07-01,,Ex-smoker (finding),ambulatory +25,2020-07-01,75626-2,, +25,2020-07-01,75626-2,,ambulatory +25,2020-07-01,75626-2,cumulus__missing-or-null, +25,2020-07-01,75626-2,cumulus__missing-or-null,ambulatory +25,2020-07-01,72166-2,Ex-smoker (finding),ambulatory 25,2020-06-01,,Urine ketone test = ++ (finding), +25,2020-06-01,82667-7,, +25,2020-06-01,82667-7,,ambulatory +25,2020-06-01,82667-7,cumulus__missing-or-null, +25,2020-06-01,82667-7,cumulus__missing-or-null,ambulatory 25,2020-06-01,2514-8,Urine ketone test = ++ (finding), -25,2020-04-01,,Urine ketone test = ++ (finding),AMB -25,2020-04-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2020-05-01,59461-4,,ambulatory +25,2020-05-01,59460-6,,ambulatory +25,2020-05-01,59460-6,cumulus__missing-or-null,ambulatory +25,2020-04-01,,Urine ketone test = ++ (finding),ambulatory +25,2020-04-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2020-03-01,59461-4,, +25,2020-03-01,59460-6,, +25,2020-03-01,59460-6,cumulus__missing-or-null, 25,2020-02-01,,Urine ketone test = ++ (finding), -25,2020-02-01,,Urine ketone test = ++ (finding),AMB +25,2020-02-01,,Urine ketone test = ++ (finding),ambulatory +25,2020-02-01,76504-0,,ambulatory +25,2020-02-01,76504-0,cumulus__missing-or-null,ambulatory +25,2020-02-01,59576-9,, +25,2020-02-01,59576-9,,ambulatory +25,2020-02-01,59576-9,cumulus__missing-or-null, +25,2020-02-01,59576-9,cumulus__missing-or-null,ambulatory +25,2020-02-01,59461-4,, +25,2020-02-01,59460-6,, +25,2020-02-01,59460-6,cumulus__missing-or-null, 25,2020-02-01,2514-8,Urine ketone test = ++ (finding), -25,2020-02-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2020-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2020-01-01,59461-4,, +25,2020-01-01,59460-6,, +25,2020-01-01,59460-6,cumulus__missing-or-null, +25,2019-12-01,,Ex-smoker (finding),ambulatory +25,2019-12-01,72166-2,Ex-smoker (finding),ambulatory +25,2019-12-01,59576-9,, +25,2019-12-01,59576-9,,ambulatory +25,2019-12-01,59576-9,cumulus__missing-or-null, +25,2019-12-01,59576-9,cumulus__missing-or-null,ambulatory +25,2019-11-01,76504-0,,ambulatory +25,2019-11-01,76504-0,cumulus__missing-or-null,ambulatory +25,2019-10-01,76504-0,, +25,2019-10-01,76504-0,,ambulatory +25,2019-10-01,76504-0,cumulus__missing-or-null, +25,2019-10-01,76504-0,cumulus__missing-or-null,ambulatory +25,2019-06-01,82667-7,, +25,2019-06-01,82667-7,cumulus__missing-or-null, 25,2019-05-01,,Urine ketone test = ++ (finding), +25,2019-05-01,,Ex-smoker (finding),ambulatory +25,2019-05-01,76504-0,,ambulatory +25,2019-05-01,76504-0,cumulus__missing-or-null,ambulatory +25,2019-05-01,72166-2,Ex-smoker (finding),ambulatory 25,2019-05-01,2514-8,Urine ketone test = ++ (finding), -25,2019-04-01,,Urine ketone test = ++ (finding),AMB -25,2019-04-01,2514-8,Urine ketone test = ++ (finding),AMB -25,2019-02-01,,Urine ketone test = ++ (finding),AMB -25,2019-02-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2019-04-01,,Urine ketone test = ++ (finding),ambulatory +25,2019-04-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2019-02-01,,Urine ketone test = ++ (finding),ambulatory +25,2019-02-01,789-8,, +25,2019-02-01,789-8,cumulus__missing-or-null, +25,2019-02-01,787-2,, +25,2019-02-01,787-2,cumulus__missing-or-null, +25,2019-02-01,786-4,, +25,2019-02-01,786-4,cumulus__missing-or-null, +25,2019-02-01,785-6,, +25,2019-02-01,785-6,cumulus__missing-or-null, +25,2019-02-01,777-3,, +25,2019-02-01,777-3,cumulus__missing-or-null, +25,2019-02-01,718-7,, +25,2019-02-01,718-7,cumulus__missing-or-null, +25,2019-02-01,6690-2,, +25,2019-02-01,6690-2,cumulus__missing-or-null, +25,2019-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory 25,2018-11-01,,Urine ketone test = ++ (finding), +25,2018-11-01,76504-0,, +25,2018-11-01,76504-0,,ambulatory +25,2018-11-01,76504-0,cumulus__missing-or-null, +25,2018-11-01,76504-0,cumulus__missing-or-null,ambulatory 25,2018-11-01,2514-8,Urine ketone test = ++ (finding), +25,2018-10-01,59461-4,, +25,2018-10-01,59460-6,, +25,2018-10-01,59460-6,cumulus__missing-or-null, +25,2018-09-01,76504-0,,ambulatory +25,2018-09-01,76504-0,cumulus__missing-or-null,ambulatory 25,2018-08-01,,Urine ketone test = ++ (finding), +25,2018-08-01,789-8,,ambulatory +25,2018-08-01,789-8,cumulus__missing-or-null,ambulatory +25,2018-08-01,787-2,,ambulatory +25,2018-08-01,787-2,cumulus__missing-or-null,ambulatory +25,2018-08-01,786-4,,ambulatory +25,2018-08-01,786-4,cumulus__missing-or-null,ambulatory +25,2018-08-01,785-6,,ambulatory +25,2018-08-01,785-6,cumulus__missing-or-null,ambulatory +25,2018-08-01,777-3,,ambulatory +25,2018-08-01,777-3,cumulus__missing-or-null,ambulatory +25,2018-08-01,718-7,,ambulatory +25,2018-08-01,718-7,cumulus__missing-or-null,ambulatory +25,2018-08-01,6690-2,,ambulatory +25,2018-08-01,6690-2,cumulus__missing-or-null,ambulatory 25,2018-08-01,2514-8,Urine ketone test = ++ (finding), -25,2018-06-01,,Urine ketone test = ++ (finding),AMB -25,2018-06-01,2514-8,Urine ketone test = ++ (finding),AMB -25,2018-05-01,,Urine ketone test = ++ (finding),AMB -25,2018-05-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2018-07-01,59461-4,,ambulatory +25,2018-07-01,59460-6,,ambulatory +25,2018-07-01,59460-6,cumulus__missing-or-null,ambulatory +25,2018-06-01,,Urine ketone test = ++ (finding),ambulatory +25,2018-06-01,82667-7,,ambulatory +25,2018-06-01,82667-7,cumulus__missing-or-null,ambulatory +25,2018-06-01,75626-2,,ambulatory +25,2018-06-01,75626-2,cumulus__missing-or-null,ambulatory +25,2018-06-01,4544-3,,ambulatory +25,2018-06-01,4544-3,cumulus__missing-or-null,ambulatory +25,2018-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2018-05-01,,Urine ketone test = ++ (finding),ambulatory +25,2018-05-01,82667-7,, +25,2018-05-01,82667-7,cumulus__missing-or-null, +25,2018-05-01,789-8,,ambulatory +25,2018-05-01,789-8,cumulus__missing-or-null,ambulatory +25,2018-05-01,787-2,,ambulatory +25,2018-05-01,787-2,cumulus__missing-or-null,ambulatory +25,2018-05-01,786-4,,ambulatory +25,2018-05-01,786-4,cumulus__missing-or-null,ambulatory +25,2018-05-01,785-6,,ambulatory +25,2018-05-01,785-6,cumulus__missing-or-null,ambulatory +25,2018-05-01,777-3,,ambulatory +25,2018-05-01,777-3,cumulus__missing-or-null,ambulatory +25,2018-05-01,718-7,,ambulatory +25,2018-05-01,718-7,cumulus__missing-or-null,ambulatory +25,2018-05-01,6690-2,,ambulatory +25,2018-05-01,6690-2,cumulus__missing-or-null,ambulatory +25,2018-05-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2018-04-01,75626-2,, +25,2018-04-01,75626-2,cumulus__missing-or-null, +25,2018-03-01,789-8,,ambulatory +25,2018-03-01,789-8,cumulus__missing-or-null,ambulatory +25,2018-03-01,787-2,,ambulatory +25,2018-03-01,787-2,cumulus__missing-or-null,ambulatory +25,2018-03-01,786-4,,ambulatory +25,2018-03-01,786-4,cumulus__missing-or-null,ambulatory +25,2018-03-01,785-6,,ambulatory +25,2018-03-01,785-6,cumulus__missing-or-null,ambulatory +25,2018-03-01,777-3,,ambulatory +25,2018-03-01,777-3,cumulus__missing-or-null,ambulatory +25,2018-03-01,718-7,,ambulatory +25,2018-03-01,718-7,cumulus__missing-or-null,ambulatory +25,2018-03-01,6690-2,,ambulatory +25,2018-03-01,6690-2,cumulus__missing-or-null,ambulatory +25,2018-03-01,59461-4,,ambulatory +25,2018-03-01,59460-6,,ambulatory +25,2018-03-01,59460-6,cumulus__missing-or-null,ambulatory +25,2018-02-01,,Ex-smoker (finding), +25,2018-02-01,72166-2,Ex-smoker (finding), 25,2018-01-01,,Urine ketone test = ++ (finding), +25,2018-01-01,6768-6,,ambulatory +25,2018-01-01,6768-6,cumulus__missing-or-null,ambulatory +25,2018-01-01,2885-2,,ambulatory +25,2018-01-01,2885-2,cumulus__missing-or-null,ambulatory 25,2018-01-01,2514-8,Urine ketone test = ++ (finding), +25,2018-01-01,1975-2,,ambulatory +25,2018-01-01,1975-2,cumulus__missing-or-null,ambulatory +25,2018-01-01,1920-8,,ambulatory +25,2018-01-01,1920-8,cumulus__missing-or-null,ambulatory +25,2018-01-01,1751-7,,ambulatory +25,2018-01-01,1751-7,cumulus__missing-or-null,ambulatory +25,2018-01-01,1742-6,,ambulatory +25,2018-01-01,1742-6,cumulus__missing-or-null,ambulatory 25,2017-10-01,,Urine ketone test = ++ (finding), +25,2017-10-01,59576-9,, +25,2017-10-01,59576-9,,ambulatory +25,2017-10-01,59576-9,cumulus__missing-or-null, +25,2017-10-01,59576-9,cumulus__missing-or-null,ambulatory 25,2017-10-01,2514-8,Urine ketone test = ++ (finding), -25,2017-07-01,,Urine ketone test = ++ (finding),AMB -25,2017-07-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2017-07-01,,Urine ketone test = ++ (finding),ambulatory +25,2017-07-01,6768-6,, +25,2017-07-01,6768-6,cumulus__missing-or-null, +25,2017-07-01,2885-2,, +25,2017-07-01,2885-2,cumulus__missing-or-null, +25,2017-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2017-07-01,1975-2,, +25,2017-07-01,1975-2,cumulus__missing-or-null, +25,2017-07-01,1920-8,, +25,2017-07-01,1920-8,cumulus__missing-or-null, +25,2017-07-01,1751-7,, +25,2017-07-01,1751-7,cumulus__missing-or-null, +25,2017-07-01,1742-6,, +25,2017-07-01,1742-6,cumulus__missing-or-null, 25,2017-06-01,,Urine protein test = ++ (finding), +25,2017-06-01,4544-3,,ambulatory +25,2017-06-01,4544-3,cumulus__missing-or-null,ambulatory 25,2017-06-01,20454-5,Urine protein test = ++ (finding), -25,2017-05-01,,Urine ketone test = ++ (finding),AMB -25,2017-05-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2017-05-01,,Urine ketone test = ++ (finding),ambulatory +25,2017-05-01,2514-8,Urine ketone test = ++ (finding),ambulatory 25,2017-04-01,,Urine ketone test = ++ (finding), 25,2017-04-01,2514-8,Urine ketone test = ++ (finding), -25,2017-02-01,,Urine ketone test = ++ (finding),AMB -25,2017-02-01,2514-8,Urine ketone test = ++ (finding),AMB +25,2017-03-01,59461-4,, +25,2017-03-01,59460-6,, +25,2017-03-01,59460-6,cumulus__missing-or-null, +25,2017-02-01,,Urine ketone test = ++ (finding),ambulatory +25,2017-02-01,76504-0,,ambulatory +25,2017-02-01,76504-0,cumulus__missing-or-null,ambulatory +25,2017-02-01,59461-4,,ambulatory +25,2017-02-01,59460-6,,ambulatory +25,2017-02-01,59460-6,cumulus__missing-or-null,ambulatory +25,2017-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory +25,2017-01-01,82667-7,, +25,2017-01-01,82667-7,cumulus__missing-or-null, +25,2017-01-01,59461-4,,ambulatory +25,2017-01-01,59460-6,,ambulatory +25,2017-01-01,59460-6,cumulus__missing-or-null,ambulatory 25,2016-09-01,,Urine ketone test = ++ (finding), +25,2016-09-01,59461-4,,ambulatory +25,2016-09-01,59460-6,,ambulatory +25,2016-09-01,59460-6,cumulus__missing-or-null,ambulatory 25,2016-09-01,2514-8,Urine ketone test = ++ (finding), 25,2016-06-01,,Urine ketone test = ++ (finding), +25,2016-06-01,75626-2,,ambulatory +25,2016-06-01,75626-2,cumulus__missing-or-null,ambulatory 25,2016-06-01,2514-8,Urine ketone test = ++ (finding), +24,,788-0,,emergency +24,,788-0,cumulus__missing-or-null,emergency +24,2023-02-01,76504-0,,ambulatory +24,2023-02-01,76504-0,cumulus__missing-or-null,ambulatory +24,2023-02-01,6768-6,,ambulatory +24,2023-02-01,6768-6,cumulus__missing-or-null,ambulatory +24,2023-02-01,59461-4,,ambulatory +24,2023-02-01,59460-6,,ambulatory +24,2023-02-01,59460-6,cumulus__missing-or-null,ambulatory +24,2023-02-01,2885-2,,ambulatory +24,2023-02-01,2885-2,cumulus__missing-or-null,ambulatory +24,2023-02-01,1975-2,,ambulatory +24,2023-02-01,1975-2,cumulus__missing-or-null,ambulatory +24,2023-02-01,1920-8,,ambulatory +24,2023-02-01,1920-8,cumulus__missing-or-null,ambulatory +24,2023-02-01,1751-7,,ambulatory +24,2023-02-01,1751-7,cumulus__missing-or-null,ambulatory +24,2023-02-01,1742-6,,ambulatory +24,2023-02-01,1742-6,cumulus__missing-or-null,ambulatory +24,2023-02-01,14959-1,, +24,2023-02-01,14959-1,cumulus__missing-or-null, +24,2023-02-01,10834-0,, +24,2023-02-01,10834-0,,ambulatory +24,2023-02-01,10834-0,cumulus__missing-or-null, +24,2023-02-01,10834-0,cumulus__missing-or-null,ambulatory +24,2023-01-01,,Ex-smoker (finding), +24,2023-01-01,76504-0,,ambulatory +24,2023-01-01,76504-0,cumulus__missing-or-null,ambulatory +24,2023-01-01,72166-2,Ex-smoker (finding), +24,2023-01-01,14959-1,, +24,2023-01-01,14959-1,cumulus__missing-or-null, +24,2022-12-01,75626-2,,ambulatory +24,2022-12-01,75626-2,cumulus__missing-or-null,ambulatory 24,2022-11-01,,Urine ketone test = ++ (finding), +24,2022-11-01,59576-9,, +24,2022-11-01,59576-9,,ambulatory +24,2022-11-01,59576-9,cumulus__missing-or-null, +24,2022-11-01,59576-9,cumulus__missing-or-null,ambulatory +24,2022-11-01,59461-4,, +24,2022-11-01,59460-6,, +24,2022-11-01,59460-6,cumulus__missing-or-null, 24,2022-11-01,2514-8,Urine ketone test = ++ (finding), -24,2022-05-01,,Urine ketone test = + (finding),AMB -24,2022-05-01,2514-8,Urine ketone test = + (finding),AMB +24,2022-10-01,59461-4,, +24,2022-10-01,59460-6,, +24,2022-10-01,59460-6,cumulus__missing-or-null, +24,2022-10-01,14959-1,, +24,2022-10-01,14959-1,cumulus__missing-or-null, +24,2022-09-01,14959-1,,ambulatory +24,2022-09-01,14959-1,cumulus__missing-or-null,ambulatory +24,2022-08-01,82667-7,, +24,2022-08-01,82667-7,,ambulatory +24,2022-08-01,82667-7,cumulus__missing-or-null, +24,2022-08-01,82667-7,cumulus__missing-or-null,ambulatory +24,2022-08-01,75626-2,,ambulatory +24,2022-08-01,75626-2,cumulus__missing-or-null,ambulatory +24,2022-07-01,14959-1,, +24,2022-07-01,14959-1,cumulus__missing-or-null, +24,2022-06-01,82667-7,,ambulatory +24,2022-06-01,82667-7,cumulus__missing-or-null,ambulatory +24,2022-06-01,14959-1,,ambulatory +24,2022-06-01,14959-1,cumulus__missing-or-null,ambulatory +24,2022-05-01,,Urine ketone test = + (finding),ambulatory +24,2022-05-01,2514-8,Urine ketone test = + (finding),ambulatory +24,2022-04-01,789-8,,ambulatory +24,2022-04-01,789-8,cumulus__missing-or-null,ambulatory +24,2022-04-01,787-2,,ambulatory +24,2022-04-01,787-2,cumulus__missing-or-null,ambulatory +24,2022-04-01,786-4,,ambulatory +24,2022-04-01,786-4,cumulus__missing-or-null,ambulatory +24,2022-04-01,785-6,,ambulatory +24,2022-04-01,785-6,cumulus__missing-or-null,ambulatory +24,2022-04-01,777-3,,ambulatory +24,2022-04-01,777-3,cumulus__missing-or-null,ambulatory +24,2022-04-01,718-7,,ambulatory +24,2022-04-01,718-7,cumulus__missing-or-null,ambulatory +24,2022-04-01,6690-2,,ambulatory +24,2022-04-01,6690-2,cumulus__missing-or-null,ambulatory +24,2022-04-01,59461-4,, +24,2022-04-01,59460-6,, +24,2022-04-01,59460-6,cumulus__missing-or-null, +24,2022-04-01,32623-1,,ambulatory +24,2022-04-01,32623-1,cumulus__missing-or-null,ambulatory +24,2022-04-01,32207-3,,ambulatory +24,2022-04-01,32207-3,cumulus__missing-or-null,ambulatory +24,2022-04-01,21000-5,,ambulatory +24,2022-04-01,21000-5,cumulus__missing-or-null,ambulatory 24,2022-03-01,,Urine ketone test = ++ (finding), +24,2022-03-01,59576-9,, +24,2022-03-01,59576-9,,ambulatory +24,2022-03-01,59576-9,cumulus__missing-or-null, +24,2022-03-01,59576-9,cumulus__missing-or-null,ambulatory +24,2022-03-01,59461-4,,ambulatory +24,2022-03-01,59460-6,,ambulatory +24,2022-03-01,59460-6,cumulus__missing-or-null,ambulatory 24,2022-03-01,2514-8,Urine ketone test = ++ (finding), -24,2021-09-01,,Urine ketone test = ++ (finding),AMB -24,2021-09-01,2514-8,Urine ketone test = ++ (finding),AMB +24,2022-01-01,82667-7,, +24,2022-01-01,82667-7,,ambulatory +24,2022-01-01,82667-7,cumulus__missing-or-null, +24,2022-01-01,82667-7,cumulus__missing-or-null,ambulatory +24,2022-01-01,59576-9,, +24,2022-01-01,59576-9,,ambulatory +24,2022-01-01,59576-9,cumulus__missing-or-null, +24,2022-01-01,59576-9,cumulus__missing-or-null,ambulatory +24,2021-10-01,75626-2,, +24,2021-10-01,75626-2,,ambulatory +24,2021-10-01,75626-2,cumulus__missing-or-null, +24,2021-10-01,75626-2,cumulus__missing-or-null,ambulatory +24,2021-10-01,14959-1,,ambulatory +24,2021-10-01,14959-1,cumulus__missing-or-null,ambulatory +24,2021-09-01,,Urine ketone test = ++ (finding),ambulatory +24,2021-09-01,59461-4,, +24,2021-09-01,59460-6,, +24,2021-09-01,59460-6,cumulus__missing-or-null, +24,2021-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2021-08-01,75626-2,,ambulatory +24,2021-08-01,75626-2,cumulus__missing-or-null,ambulatory +24,2021-08-01,4544-3,, +24,2021-08-01,4544-3,cumulus__missing-or-null, 24,2021-06-01,,Urine ketone test = ++ (finding), -24,2021-06-01,,Urine ketone test = ++ (finding),AMB +24,2021-06-01,,Urine ketone test = ++ (finding),ambulatory 24,2021-06-01,,Urine ketone test = + (finding), 24,2021-06-01,2514-8,Urine ketone test = ++ (finding), -24,2021-06-01,2514-8,Urine ketone test = ++ (finding),AMB +24,2021-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory 24,2021-06-01,2514-8,Urine ketone test = + (finding), -24,2020-11-01,,Urine ketone test = ++ (finding),AMB -24,2020-11-01,2514-8,Urine ketone test = ++ (finding),AMB +24,2021-05-01,76504-0,,ambulatory +24,2021-05-01,76504-0,cumulus__missing-or-null,ambulatory +24,2021-04-01,789-8,, +24,2021-04-01,789-8,cumulus__missing-or-null, +24,2021-04-01,787-2,, +24,2021-04-01,787-2,cumulus__missing-or-null, +24,2021-04-01,786-4,, +24,2021-04-01,786-4,cumulus__missing-or-null, +24,2021-04-01,785-6,, +24,2021-04-01,785-6,cumulus__missing-or-null, +24,2021-04-01,777-3,, +24,2021-04-01,777-3,cumulus__missing-or-null, +24,2021-04-01,75626-2,,ambulatory +24,2021-04-01,75626-2,cumulus__missing-or-null,ambulatory +24,2021-04-01,718-7,, +24,2021-04-01,718-7,cumulus__missing-or-null, +24,2021-04-01,6690-2,, +24,2021-04-01,6690-2,cumulus__missing-or-null, +24,2021-04-01,4544-3,, +24,2021-04-01,4544-3,cumulus__missing-or-null, +24,2020-12-01,59461-4,, +24,2020-12-01,59460-6,, +24,2020-12-01,59460-6,cumulus__missing-or-null, +24,2020-11-01,,Urine ketone test = ++ (finding),ambulatory +24,2020-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2020-10-01,75626-2,, +24,2020-10-01,75626-2,cumulus__missing-or-null, +24,2020-09-01,6768-6,, +24,2020-09-01,6768-6,cumulus__missing-or-null, +24,2020-09-01,2885-2,, +24,2020-09-01,2885-2,cumulus__missing-or-null, +24,2020-09-01,1975-2,, +24,2020-09-01,1975-2,cumulus__missing-or-null, +24,2020-09-01,1920-8,, +24,2020-09-01,1920-8,cumulus__missing-or-null, +24,2020-09-01,1751-7,, +24,2020-09-01,1751-7,cumulus__missing-or-null, +24,2020-09-01,1742-6,, +24,2020-09-01,1742-6,cumulus__missing-or-null, 24,2020-08-01,,Urine ketone test = ++ (finding), +24,2020-08-01,59576-9,, +24,2020-08-01,59576-9,,ambulatory +24,2020-08-01,59576-9,cumulus__missing-or-null, +24,2020-08-01,59576-9,cumulus__missing-or-null,ambulatory +24,2020-08-01,59461-4,, +24,2020-08-01,59460-6,, +24,2020-08-01,59460-6,cumulus__missing-or-null, 24,2020-08-01,2514-8,Urine ketone test = ++ (finding), -24,2020-06-01,,Urine ketone test = ++ (finding),AMB -24,2020-06-01,2514-8,Urine ketone test = ++ (finding),AMB +24,2020-07-01,82667-7,, +24,2020-07-01,82667-7,cumulus__missing-or-null, +24,2020-06-01,,Urine ketone test = ++ (finding),ambulatory +24,2020-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2020-04-01,76504-0,, +24,2020-04-01,76504-0,cumulus__missing-or-null, +24,2020-03-01,59461-4,,ambulatory +24,2020-03-01,59460-6,,ambulatory +24,2020-03-01,59460-6,cumulus__missing-or-null,ambulatory +24,2020-02-01,59461-4,,ambulatory +24,2020-02-01,59460-6,,ambulatory +24,2020-02-01,59460-6,cumulus__missing-or-null,ambulatory +24,2020-01-01,75626-2,, +24,2020-01-01,75626-2,,ambulatory +24,2020-01-01,75626-2,cumulus__missing-or-null, +24,2020-01-01,75626-2,cumulus__missing-or-null,ambulatory +24,2019-12-01,82667-7,, +24,2019-12-01,82667-7,,ambulatory +24,2019-12-01,82667-7,cumulus__missing-or-null, +24,2019-12-01,82667-7,cumulus__missing-or-null,ambulatory +24,2019-11-01,59461-4,, +24,2019-11-01,59460-6,, +24,2019-11-01,59460-6,cumulus__missing-or-null, +24,2019-10-01,75626-2,, +24,2019-10-01,75626-2,,ambulatory +24,2019-10-01,75626-2,cumulus__missing-or-null, +24,2019-10-01,75626-2,cumulus__missing-or-null,ambulatory 24,2019-08-01,,Urine ketone test = ++ (finding), -24,2019-08-01,,Urine ketone test = ++ (finding),AMB +24,2019-08-01,,Urine ketone test = ++ (finding),ambulatory +24,2019-08-01,789-8,, +24,2019-08-01,789-8,,ambulatory +24,2019-08-01,789-8,cumulus__missing-or-null, +24,2019-08-01,789-8,cumulus__missing-or-null,ambulatory +24,2019-08-01,787-2,, +24,2019-08-01,787-2,,ambulatory +24,2019-08-01,787-2,cumulus__missing-or-null, +24,2019-08-01,787-2,cumulus__missing-or-null,ambulatory +24,2019-08-01,786-4,, +24,2019-08-01,786-4,,ambulatory +24,2019-08-01,786-4,cumulus__missing-or-null, +24,2019-08-01,786-4,cumulus__missing-or-null,ambulatory +24,2019-08-01,785-6,, +24,2019-08-01,785-6,,ambulatory +24,2019-08-01,785-6,cumulus__missing-or-null, +24,2019-08-01,785-6,cumulus__missing-or-null,ambulatory +24,2019-08-01,777-3,, +24,2019-08-01,777-3,,ambulatory +24,2019-08-01,777-3,cumulus__missing-or-null, +24,2019-08-01,777-3,cumulus__missing-or-null,ambulatory +24,2019-08-01,718-7,, +24,2019-08-01,718-7,,ambulatory +24,2019-08-01,718-7,cumulus__missing-or-null, +24,2019-08-01,718-7,cumulus__missing-or-null,ambulatory +24,2019-08-01,6690-2,, +24,2019-08-01,6690-2,,ambulatory +24,2019-08-01,6690-2,cumulus__missing-or-null, +24,2019-08-01,6690-2,cumulus__missing-or-null,ambulatory +24,2019-08-01,32623-1,, +24,2019-08-01,32623-1,,ambulatory +24,2019-08-01,32623-1,cumulus__missing-or-null, +24,2019-08-01,32623-1,cumulus__missing-or-null,ambulatory +24,2019-08-01,32207-3,, +24,2019-08-01,32207-3,,ambulatory +24,2019-08-01,32207-3,cumulus__missing-or-null, +24,2019-08-01,32207-3,cumulus__missing-or-null,ambulatory 24,2019-08-01,2514-8,Urine ketone test = ++ (finding), -24,2019-08-01,2514-8,Urine ketone test = ++ (finding),AMB -24,2019-05-01,,Urine ketone test = ++ (finding),AMB -24,2019-05-01,2514-8,Urine ketone test = ++ (finding),AMB -24,2019-03-01,,Urine ketone test = ++ (finding),AMB -24,2019-03-01,2514-8,Urine ketone test = ++ (finding),AMB -24,2018-11-01,,Urine ketone test = ++ (finding),AMB -24,2018-11-01,2514-8,Urine ketone test = ++ (finding),AMB -24,2018-03-01,,Urine ketone test = ++ (finding),AMB -24,2018-03-01,2514-8,Urine ketone test = ++ (finding),AMB +24,2019-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2019-08-01,21000-5,, +24,2019-08-01,21000-5,,ambulatory +24,2019-08-01,21000-5,cumulus__missing-or-null, +24,2019-08-01,21000-5,cumulus__missing-or-null,ambulatory +24,2019-06-01,82667-7,,ambulatory +24,2019-06-01,82667-7,cumulus__missing-or-null,ambulatory +24,2019-05-01,,Urine ketone test = ++ (finding),ambulatory +24,2019-05-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2019-03-01,,Urine ketone test = ++ (finding),ambulatory +24,2019-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2019-03-01,14959-1,, +24,2019-03-01,14959-1,,ambulatory +24,2019-03-01,14959-1,cumulus__missing-or-null, +24,2019-03-01,14959-1,cumulus__missing-or-null,ambulatory +24,2019-02-01,75626-2,, +24,2019-02-01,75626-2,cumulus__missing-or-null, +24,2019-02-01,4544-3,, +24,2019-02-01,4544-3,cumulus__missing-or-null, +24,2019-01-01,789-8,,ambulatory +24,2019-01-01,789-8,cumulus__missing-or-null,ambulatory +24,2019-01-01,787-2,,ambulatory +24,2019-01-01,787-2,cumulus__missing-or-null,ambulatory +24,2019-01-01,786-4,,ambulatory +24,2019-01-01,786-4,cumulus__missing-or-null,ambulatory +24,2019-01-01,785-6,,ambulatory +24,2019-01-01,785-6,cumulus__missing-or-null,ambulatory +24,2019-01-01,777-3,,ambulatory +24,2019-01-01,777-3,cumulus__missing-or-null,ambulatory +24,2019-01-01,718-7,,ambulatory +24,2019-01-01,718-7,cumulus__missing-or-null,ambulatory +24,2019-01-01,6690-2,,ambulatory +24,2019-01-01,6690-2,cumulus__missing-or-null,ambulatory +24,2019-01-01,14959-1,,ambulatory +24,2019-01-01,14959-1,cumulus__missing-or-null,ambulatory +24,2018-12-01,59461-4,,ambulatory +24,2018-12-01,59460-6,,ambulatory +24,2018-12-01,59460-6,cumulus__missing-or-null,ambulatory +24,2018-11-01,,Urine ketone test = ++ (finding),ambulatory +24,2018-11-01,6768-6,, +24,2018-11-01,6768-6,cumulus__missing-or-null, +24,2018-11-01,2885-2,, +24,2018-11-01,2885-2,cumulus__missing-or-null, +24,2018-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2018-11-01,1975-2,, +24,2018-11-01,1975-2,cumulus__missing-or-null, +24,2018-11-01,1920-8,, +24,2018-11-01,1920-8,cumulus__missing-or-null, +24,2018-11-01,1751-7,, +24,2018-11-01,1751-7,cumulus__missing-or-null, +24,2018-11-01,1742-6,, +24,2018-11-01,1742-6,cumulus__missing-or-null, +24,2018-08-01,59461-4,, +24,2018-08-01,59460-6,, +24,2018-08-01,59460-6,cumulus__missing-or-null, +24,2018-08-01,4544-3,,ambulatory +24,2018-08-01,4544-3,cumulus__missing-or-null,ambulatory +24,2018-08-01,32623-1,, +24,2018-08-01,32623-1,,ambulatory +24,2018-08-01,32623-1,cumulus__missing-or-null, +24,2018-08-01,32623-1,cumulus__missing-or-null,ambulatory +24,2018-08-01,32207-3,, +24,2018-08-01,32207-3,,ambulatory +24,2018-08-01,32207-3,cumulus__missing-or-null, +24,2018-08-01,32207-3,cumulus__missing-or-null,ambulatory +24,2018-08-01,21000-5,, +24,2018-08-01,21000-5,,ambulatory +24,2018-08-01,21000-5,cumulus__missing-or-null, +24,2018-08-01,21000-5,cumulus__missing-or-null,ambulatory +24,2018-05-01,82667-7,,ambulatory +24,2018-05-01,82667-7,cumulus__missing-or-null,ambulatory +24,2018-05-01,75626-2,, +24,2018-05-01,75626-2,,ambulatory +24,2018-05-01,75626-2,cumulus__missing-or-null, +24,2018-05-01,75626-2,cumulus__missing-or-null,ambulatory +24,2018-05-01,4544-3,,ambulatory +24,2018-05-01,4544-3,cumulus__missing-or-null,ambulatory +24,2018-05-01,32623-1,,ambulatory +24,2018-05-01,32623-1,cumulus__missing-or-null,ambulatory +24,2018-05-01,32207-3,,ambulatory +24,2018-05-01,32207-3,cumulus__missing-or-null,ambulatory +24,2018-05-01,21000-5,,ambulatory +24,2018-05-01,21000-5,cumulus__missing-or-null,ambulatory +24,2018-04-01,75626-2,,ambulatory +24,2018-04-01,75626-2,cumulus__missing-or-null,ambulatory +24,2018-03-01,,Urine ketone test = ++ (finding),ambulatory +24,2018-03-01,4544-3,,ambulatory +24,2018-03-01,4544-3,cumulus__missing-or-null,ambulatory +24,2018-03-01,32623-1,, +24,2018-03-01,32623-1,,ambulatory +24,2018-03-01,32623-1,cumulus__missing-or-null, +24,2018-03-01,32623-1,cumulus__missing-or-null,ambulatory +24,2018-03-01,32207-3,, +24,2018-03-01,32207-3,,ambulatory +24,2018-03-01,32207-3,cumulus__missing-or-null, +24,2018-03-01,32207-3,cumulus__missing-or-null,ambulatory +24,2018-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2018-03-01,21000-5,, +24,2018-03-01,21000-5,,ambulatory +24,2018-03-01,21000-5,cumulus__missing-or-null, +24,2018-03-01,21000-5,cumulus__missing-or-null,ambulatory +24,2018-02-01,,Ex-smoker (finding),ambulatory +24,2018-02-01,75626-2,, +24,2018-02-01,75626-2,cumulus__missing-or-null, +24,2018-02-01,72166-2,Ex-smoker (finding),ambulatory +24,2018-01-01,10834-0,, +24,2018-01-01,10834-0,,ambulatory +24,2018-01-01,10834-0,cumulus__missing-or-null, +24,2018-01-01,10834-0,cumulus__missing-or-null,ambulatory +24,2017-12-01,59576-9,, +24,2017-12-01,59576-9,,ambulatory +24,2017-12-01,59576-9,cumulus__missing-or-null, +24,2017-12-01,59576-9,cumulus__missing-or-null,ambulatory +24,2017-10-01,75626-2,, +24,2017-10-01,75626-2,,ambulatory +24,2017-10-01,75626-2,cumulus__missing-or-null, +24,2017-10-01,75626-2,cumulus__missing-or-null,ambulatory 24,2017-08-01,,Urine ketone test = ++ (finding), -24,2017-08-01,,Urine ketone test = ++ (finding),AMB +24,2017-08-01,,Urine ketone test = ++ (finding),ambulatory +24,2017-08-01,718-7,, +24,2017-08-01,718-7,cumulus__missing-or-null, 24,2017-08-01,2514-8,Urine ketone test = ++ (finding), -24,2017-08-01,2514-8,Urine ketone test = ++ (finding),AMB -24,2017-03-01,,Urine ketone test = ++ (finding),AMB -24,2017-03-01,2514-8,Urine ketone test = ++ (finding),AMB -24,2016-09-01,,Urine ketone test = ++ (finding),AMB -24,2016-09-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2022-10-01,,Urine ketone test = ++ (finding),AMB -23,2022-10-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2022-04-01,,Urine ketone test = ++ (finding),AMB -23,2022-04-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2022-03-01,,Urine ketone test = ++ (finding),AMB -23,2022-03-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2021-11-01,,Urine ketone test = ++ (finding),AMB -23,2021-11-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2021-08-01,,Urine ketone test = ++ (finding),AMB -23,2021-08-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2021-06-01,,Urine ketone test = + (finding),AMB -23,2021-06-01,2514-8,Urine ketone test = + (finding),AMB +24,2017-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2017-07-01,76504-0,, +24,2017-07-01,76504-0,cumulus__missing-or-null, +24,2017-07-01,75626-2,,ambulatory +24,2017-07-01,75626-2,cumulus__missing-or-null,ambulatory +24,2017-03-01,,Urine ketone test = ++ (finding),ambulatory +24,2017-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2017-02-01,,Ex-smoker (finding),ambulatory +24,2017-02-01,72166-2,Ex-smoker (finding),ambulatory +24,2017-01-01,82667-7,,ambulatory +24,2017-01-01,82667-7,cumulus__missing-or-null,ambulatory +24,2016-11-01,59461-4,, +24,2016-11-01,59460-6,, +24,2016-11-01,59460-6,cumulus__missing-or-null, +24,2016-09-01,,Urine ketone test = ++ (finding),ambulatory +24,2016-09-01,82667-7,, +24,2016-09-01,82667-7,cumulus__missing-or-null, +24,2016-09-01,75626-2,, +24,2016-09-01,75626-2,,ambulatory +24,2016-09-01,75626-2,cumulus__missing-or-null, +24,2016-09-01,75626-2,cumulus__missing-or-null,ambulatory +24,2016-09-01,59576-9,, +24,2016-09-01,59576-9,,ambulatory +24,2016-09-01,59576-9,cumulus__missing-or-null, +24,2016-09-01,59576-9,cumulus__missing-or-null,ambulatory +24,2016-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +24,2016-07-01,76504-0,, +24,2016-07-01,76504-0,cumulus__missing-or-null, +24,2016-07-01,75626-2,, +24,2016-07-01,75626-2,cumulus__missing-or-null, +23,2023-03-01,59576-9,, +23,2023-03-01,59576-9,,ambulatory +23,2023-03-01,59576-9,cumulus__missing-or-null, +23,2023-03-01,59576-9,cumulus__missing-or-null,ambulatory +23,2023-01-01,,Ex-smoker (finding),ambulatory +23,2023-01-01,72166-2,Ex-smoker (finding),ambulatory +23,2023-01-01,14959-1,,ambulatory +23,2023-01-01,14959-1,cumulus__missing-or-null,ambulatory +23,2022-12-01,76504-0,, +23,2022-12-01,76504-0,cumulus__missing-or-null, +23,2022-11-01,59461-4,,ambulatory +23,2022-11-01,59460-6,,ambulatory +23,2022-11-01,59460-6,cumulus__missing-or-null,ambulatory +23,2022-11-01,14959-1,, +23,2022-11-01,14959-1,cumulus__missing-or-null, +23,2022-10-01,,Urine ketone test = ++ (finding),ambulatory +23,2022-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2022-07-01,14959-1,,ambulatory +23,2022-07-01,14959-1,cumulus__missing-or-null,ambulatory +23,2022-04-01,,Urine ketone test = ++ (finding),ambulatory +23,2022-04-01,76504-0,, +23,2022-04-01,76504-0,,ambulatory +23,2022-04-01,76504-0,cumulus__missing-or-null, +23,2022-04-01,76504-0,cumulus__missing-or-null,ambulatory +23,2022-04-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2022-03-01,,Urine ketone test = ++ (finding),ambulatory +23,2022-03-01,75626-2,, +23,2022-03-01,75626-2,,ambulatory +23,2022-03-01,75626-2,cumulus__missing-or-null, +23,2022-03-01,75626-2,cumulus__missing-or-null,ambulatory +23,2022-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2022-01-01,789-8,, +23,2022-01-01,789-8,cumulus__missing-or-null, +23,2022-01-01,787-2,, +23,2022-01-01,787-2,cumulus__missing-or-null, +23,2022-01-01,786-4,, +23,2022-01-01,786-4,cumulus__missing-or-null, +23,2022-01-01,785-6,, +23,2022-01-01,785-6,cumulus__missing-or-null, +23,2022-01-01,777-3,, +23,2022-01-01,777-3,cumulus__missing-or-null, +23,2022-01-01,718-7,, +23,2022-01-01,718-7,cumulus__missing-or-null, +23,2022-01-01,6690-2,, +23,2022-01-01,6690-2,cumulus__missing-or-null, +23,2022-01-01,4544-3,, +23,2022-01-01,4544-3,cumulus__missing-or-null, +23,2022-01-01,14959-1,, +23,2022-01-01,14959-1,,ambulatory +23,2022-01-01,14959-1,cumulus__missing-or-null, +23,2022-01-01,14959-1,cumulus__missing-or-null,ambulatory +23,2021-12-01,9843-4,, +23,2021-12-01,9843-4,,ambulatory +23,2021-12-01,9843-4,cumulus__missing-or-null, +23,2021-12-01,9843-4,cumulus__missing-or-null,ambulatory +23,2021-12-01,8289-1,, +23,2021-12-01,8289-1,,ambulatory +23,2021-12-01,8289-1,cumulus__missing-or-null, +23,2021-12-01,8289-1,cumulus__missing-or-null,ambulatory +23,2021-12-01,77606-2,, +23,2021-12-01,77606-2,,ambulatory +23,2021-12-01,77606-2,cumulus__missing-or-null, +23,2021-12-01,77606-2,cumulus__missing-or-null,ambulatory +23,2021-11-01,,Urine ketone test = ++ (finding),ambulatory +23,2021-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2021-08-01,,Urine ketone test = ++ (finding),ambulatory +23,2021-08-01,76504-0,,ambulatory +23,2021-08-01,76504-0,cumulus__missing-or-null,ambulatory +23,2021-08-01,6768-6,, +23,2021-08-01,6768-6,cumulus__missing-or-null, +23,2021-08-01,59461-4,,ambulatory +23,2021-08-01,59460-6,,ambulatory +23,2021-08-01,59460-6,cumulus__missing-or-null,ambulatory +23,2021-08-01,2885-2,, +23,2021-08-01,2885-2,cumulus__missing-or-null, +23,2021-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2021-08-01,1975-2,, +23,2021-08-01,1975-2,cumulus__missing-or-null, +23,2021-08-01,1920-8,, +23,2021-08-01,1920-8,cumulus__missing-or-null, +23,2021-08-01,1751-7,, +23,2021-08-01,1751-7,cumulus__missing-or-null, +23,2021-08-01,1742-6,, +23,2021-08-01,1742-6,cumulus__missing-or-null, +23,2021-07-01,75626-2,, +23,2021-07-01,75626-2,,ambulatory +23,2021-07-01,75626-2,cumulus__missing-or-null, +23,2021-07-01,75626-2,cumulus__missing-or-null,ambulatory +23,2021-06-01,,Urine ketone test = + (finding),ambulatory +23,2021-06-01,9843-4,, +23,2021-06-01,9843-4,,ambulatory +23,2021-06-01,9843-4,cumulus__missing-or-null, +23,2021-06-01,9843-4,cumulus__missing-or-null,ambulatory +23,2021-06-01,8289-1,, +23,2021-06-01,8289-1,,ambulatory +23,2021-06-01,8289-1,cumulus__missing-or-null, +23,2021-06-01,8289-1,cumulus__missing-or-null,ambulatory +23,2021-06-01,77606-2,, +23,2021-06-01,77606-2,,ambulatory +23,2021-06-01,77606-2,cumulus__missing-or-null, +23,2021-06-01,77606-2,cumulus__missing-or-null,ambulatory +23,2021-06-01,2514-8,Urine ketone test = + (finding),ambulatory +23,2021-05-01,59461-4,, +23,2021-05-01,59460-6,, +23,2021-05-01,59460-6,cumulus__missing-or-null, 23,2021-04-01,,Urine ketone test = ++ (finding), -23,2021-04-01,,Urine ketone test = ++ (finding),AMB +23,2021-04-01,,Urine ketone test = ++ (finding),ambulatory +23,2021-04-01,59461-4,, +23,2021-04-01,59461-4,,ambulatory +23,2021-04-01,59460-6,, +23,2021-04-01,59460-6,,ambulatory +23,2021-04-01,59460-6,cumulus__missing-or-null, +23,2021-04-01,59460-6,cumulus__missing-or-null,ambulatory 23,2021-04-01,2514-8,Urine ketone test = ++ (finding), -23,2021-04-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2019-12-01,,Urine ketone test = ++ (finding),AMB -23,2019-12-01,2514-8,Urine ketone test = ++ (finding),AMB +23,2021-04-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2021-03-01,32623-1,, +23,2021-03-01,32623-1,cumulus__missing-or-null, +23,2021-03-01,32207-3,, +23,2021-03-01,32207-3,cumulus__missing-or-null, +23,2021-03-01,21000-5,, +23,2021-03-01,21000-5,cumulus__missing-or-null, +23,2020-10-01,75626-2,,ambulatory +23,2020-10-01,75626-2,cumulus__missing-or-null,ambulatory +23,2020-09-01,789-8,,ambulatory +23,2020-09-01,789-8,cumulus__missing-or-null,ambulatory +23,2020-09-01,787-2,,ambulatory +23,2020-09-01,787-2,cumulus__missing-or-null,ambulatory +23,2020-09-01,786-4,,ambulatory +23,2020-09-01,786-4,cumulus__missing-or-null,ambulatory +23,2020-09-01,785-6,,ambulatory +23,2020-09-01,785-6,cumulus__missing-or-null,ambulatory +23,2020-09-01,777-3,,ambulatory +23,2020-09-01,777-3,cumulus__missing-or-null,ambulatory +23,2020-09-01,75626-2,, +23,2020-09-01,75626-2,,ambulatory +23,2020-09-01,75626-2,cumulus__missing-or-null, +23,2020-09-01,75626-2,cumulus__missing-or-null,ambulatory +23,2020-09-01,718-7,,ambulatory +23,2020-09-01,718-7,cumulus__missing-or-null,ambulatory +23,2020-09-01,6690-2,,ambulatory +23,2020-09-01,6690-2,cumulus__missing-or-null,ambulatory +23,2020-09-01,32623-1,, +23,2020-09-01,32623-1,,ambulatory +23,2020-09-01,32623-1,cumulus__missing-or-null, +23,2020-09-01,32623-1,cumulus__missing-or-null,ambulatory +23,2020-09-01,32207-3,, +23,2020-09-01,32207-3,,ambulatory +23,2020-09-01,32207-3,cumulus__missing-or-null, +23,2020-09-01,32207-3,cumulus__missing-or-null,ambulatory +23,2020-09-01,21000-5,, +23,2020-09-01,21000-5,,ambulatory +23,2020-09-01,21000-5,cumulus__missing-or-null, +23,2020-09-01,21000-5,cumulus__missing-or-null,ambulatory +23,2020-08-01,59461-4,,ambulatory +23,2020-08-01,59460-6,,ambulatory +23,2020-08-01,59460-6,cumulus__missing-or-null,ambulatory +23,2020-05-01,,Ex-smoker (finding), +23,2020-05-01,72166-2,Ex-smoker (finding), +23,2020-04-01,76504-0,,ambulatory +23,2020-04-01,76504-0,cumulus__missing-or-null,ambulatory +23,2020-01-01,59576-9,, +23,2020-01-01,59576-9,,ambulatory +23,2020-01-01,59576-9,cumulus__missing-or-null, +23,2020-01-01,59576-9,cumulus__missing-or-null,ambulatory +23,2020-01-01,59461-4,,ambulatory +23,2020-01-01,59460-6,,ambulatory +23,2020-01-01,59460-6,cumulus__missing-or-null,ambulatory +23,2019-12-01,,Urine ketone test = ++ (finding),ambulatory +23,2019-12-01,59461-4,, +23,2019-12-01,59460-6,, +23,2019-12-01,59460-6,cumulus__missing-or-null, +23,2019-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2019-11-01,59461-4,,ambulatory +23,2019-11-01,59460-6,,ambulatory +23,2019-11-01,59460-6,cumulus__missing-or-null,ambulatory 23,2019-10-01,,Urine ketone test = ++ (finding), -23,2019-10-01,,Urine ketone test = ++ (finding),AMB +23,2019-10-01,,Urine ketone test = ++ (finding),ambulatory +23,2019-10-01,82667-7,, +23,2019-10-01,82667-7,,ambulatory +23,2019-10-01,82667-7,cumulus__missing-or-null, +23,2019-10-01,82667-7,cumulus__missing-or-null,ambulatory 23,2019-10-01,2514-8,Urine ketone test = ++ (finding), -23,2019-10-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2018-08-01,,Urine ketone test = ++ (finding),AMB -23,2018-08-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2018-04-01,,Urine ketone test = ++ (finding),AMB -23,2018-04-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2017-10-01,,Urine ketone test = ++ (finding),AMB -23,2017-10-01,2514-8,Urine ketone test = ++ (finding),AMB -23,2017-06-01,,Urine protein test = ++ (finding),AMB -23,2017-06-01,20454-5,Urine protein test = ++ (finding),AMB -23,2016-07-01,,Urine ketone test = ++ (finding),AMB -23,2016-07-01,2514-8,Urine ketone test = ++ (finding),AMB +23,2019-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2019-06-01,75626-2,, +23,2019-06-01,75626-2,,ambulatory +23,2019-06-01,75626-2,cumulus__missing-or-null, +23,2019-06-01,75626-2,cumulus__missing-or-null,ambulatory +23,2019-02-01,75626-2,,ambulatory +23,2019-02-01,75626-2,cumulus__missing-or-null,ambulatory +23,2019-01-01,9843-4,, +23,2019-01-01,9843-4,,ambulatory +23,2019-01-01,9843-4,cumulus__missing-or-null, +23,2019-01-01,9843-4,cumulus__missing-or-null,ambulatory +23,2019-01-01,8289-1,, +23,2019-01-01,8289-1,,ambulatory +23,2019-01-01,8289-1,cumulus__missing-or-null, +23,2019-01-01,8289-1,cumulus__missing-or-null,ambulatory +23,2019-01-01,77606-2,, +23,2019-01-01,77606-2,,ambulatory +23,2019-01-01,77606-2,cumulus__missing-or-null, +23,2019-01-01,77606-2,cumulus__missing-or-null,ambulatory +23,2019-01-01,76504-0,, +23,2019-01-01,76504-0,,ambulatory +23,2019-01-01,76504-0,cumulus__missing-or-null, +23,2019-01-01,76504-0,cumulus__missing-or-null,ambulatory +23,2019-01-01,32623-1,,ambulatory +23,2019-01-01,32623-1,cumulus__missing-or-null,ambulatory +23,2019-01-01,32207-3,,ambulatory +23,2019-01-01,32207-3,cumulus__missing-or-null,ambulatory +23,2019-01-01,21000-5,,ambulatory +23,2019-01-01,21000-5,cumulus__missing-or-null,ambulatory +23,2018-11-01,59576-9,, +23,2018-11-01,59576-9,,ambulatory +23,2018-11-01,59576-9,cumulus__missing-or-null, +23,2018-11-01,59576-9,cumulus__missing-or-null,ambulatory +23,2018-10-01,6768-6,, +23,2018-10-01,6768-6,cumulus__missing-or-null, +23,2018-10-01,59461-4,,ambulatory +23,2018-10-01,59460-6,,ambulatory +23,2018-10-01,59460-6,cumulus__missing-or-null,ambulatory +23,2018-10-01,2885-2,, +23,2018-10-01,2885-2,cumulus__missing-or-null, +23,2018-10-01,1975-2,, +23,2018-10-01,1975-2,cumulus__missing-or-null, +23,2018-10-01,1920-8,, +23,2018-10-01,1920-8,cumulus__missing-or-null, +23,2018-10-01,1751-7,, +23,2018-10-01,1751-7,cumulus__missing-or-null, +23,2018-10-01,1742-6,, +23,2018-10-01,1742-6,cumulus__missing-or-null, +23,2018-09-01,75626-2,, +23,2018-09-01,75626-2,,ambulatory +23,2018-09-01,75626-2,cumulus__missing-or-null, +23,2018-09-01,75626-2,cumulus__missing-or-null,ambulatory +23,2018-09-01,14959-1,, +23,2018-09-01,14959-1,cumulus__missing-or-null, +23,2018-08-01,,Urine ketone test = ++ (finding),ambulatory +23,2018-08-01,59461-4,,ambulatory +23,2018-08-01,59460-6,,ambulatory +23,2018-08-01,59460-6,cumulus__missing-or-null,ambulatory +23,2018-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2018-07-01,,Ex-smoker (finding), +23,2018-07-01,789-8,,ambulatory +23,2018-07-01,789-8,cumulus__missing-or-null,ambulatory +23,2018-07-01,787-2,,ambulatory +23,2018-07-01,787-2,cumulus__missing-or-null,ambulatory +23,2018-07-01,786-4,,ambulatory +23,2018-07-01,786-4,cumulus__missing-or-null,ambulatory +23,2018-07-01,785-6,,ambulatory +23,2018-07-01,785-6,cumulus__missing-or-null,ambulatory +23,2018-07-01,777-3,,ambulatory +23,2018-07-01,777-3,cumulus__missing-or-null,ambulatory +23,2018-07-01,72166-2,Ex-smoker (finding), +23,2018-07-01,718-7,,ambulatory +23,2018-07-01,718-7,cumulus__missing-or-null,ambulatory +23,2018-07-01,6768-6,, +23,2018-07-01,6768-6,cumulus__missing-or-null, +23,2018-07-01,6690-2,,ambulatory +23,2018-07-01,6690-2,cumulus__missing-or-null,ambulatory +23,2018-07-01,32623-1,, +23,2018-07-01,32623-1,,ambulatory +23,2018-07-01,32623-1,cumulus__missing-or-null, +23,2018-07-01,32623-1,cumulus__missing-or-null,ambulatory +23,2018-07-01,32207-3,, +23,2018-07-01,32207-3,,ambulatory +23,2018-07-01,32207-3,cumulus__missing-or-null, +23,2018-07-01,32207-3,cumulus__missing-or-null,ambulatory +23,2018-07-01,2885-2,, +23,2018-07-01,2885-2,cumulus__missing-or-null, +23,2018-07-01,21000-5,, +23,2018-07-01,21000-5,,ambulatory +23,2018-07-01,21000-5,cumulus__missing-or-null, +23,2018-07-01,21000-5,cumulus__missing-or-null,ambulatory +23,2018-07-01,1975-2,, +23,2018-07-01,1975-2,cumulus__missing-or-null, +23,2018-07-01,1920-8,, +23,2018-07-01,1920-8,cumulus__missing-or-null, +23,2018-07-01,1751-7,, +23,2018-07-01,1751-7,cumulus__missing-or-null, +23,2018-07-01,1742-6,, +23,2018-07-01,1742-6,cumulus__missing-or-null, +23,2018-05-01,,Ex-smoker (finding), +23,2018-05-01,72166-2,Ex-smoker (finding), +23,2018-04-01,,Urine ketone test = ++ (finding),ambulatory +23,2018-04-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2018-02-01,75626-2,,ambulatory +23,2018-02-01,75626-2,cumulus__missing-or-null,ambulatory +23,2018-02-01,59576-9,, +23,2018-02-01,59576-9,,ambulatory +23,2018-02-01,59576-9,cumulus__missing-or-null, +23,2018-02-01,59576-9,cumulus__missing-or-null,ambulatory +23,2018-01-01,789-8,,ambulatory +23,2018-01-01,789-8,cumulus__missing-or-null,ambulatory +23,2018-01-01,787-2,,ambulatory +23,2018-01-01,787-2,cumulus__missing-or-null,ambulatory +23,2018-01-01,786-4,,ambulatory +23,2018-01-01,786-4,cumulus__missing-or-null,ambulatory +23,2018-01-01,785-6,,ambulatory +23,2018-01-01,785-6,cumulus__missing-or-null,ambulatory +23,2018-01-01,777-3,,ambulatory +23,2018-01-01,777-3,cumulus__missing-or-null,ambulatory +23,2018-01-01,718-7,,ambulatory +23,2018-01-01,718-7,cumulus__missing-or-null,ambulatory +23,2018-01-01,6690-2,,ambulatory +23,2018-01-01,6690-2,cumulus__missing-or-null,ambulatory +23,2018-01-01,4544-3,,ambulatory +23,2018-01-01,4544-3,cumulus__missing-or-null,ambulatory +23,2017-10-01,,Urine ketone test = ++ (finding),ambulatory +23,2017-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2017-09-01,82667-7,, +23,2017-09-01,82667-7,,ambulatory +23,2017-09-01,82667-7,cumulus__missing-or-null, +23,2017-09-01,82667-7,cumulus__missing-or-null,ambulatory +23,2017-09-01,59461-4,, +23,2017-09-01,59460-6,, +23,2017-09-01,59460-6,cumulus__missing-or-null, +23,2017-08-01,789-8,, +23,2017-08-01,789-8,cumulus__missing-or-null, +23,2017-08-01,787-2,, +23,2017-08-01,787-2,cumulus__missing-or-null, +23,2017-08-01,786-4,, +23,2017-08-01,786-4,cumulus__missing-or-null, +23,2017-08-01,785-6,, +23,2017-08-01,785-6,cumulus__missing-or-null, +23,2017-08-01,777-3,, +23,2017-08-01,777-3,cumulus__missing-or-null, +23,2017-08-01,6690-2,, +23,2017-08-01,6690-2,cumulus__missing-or-null, +23,2017-08-01,59461-4,, +23,2017-08-01,59461-4,,ambulatory +23,2017-08-01,59460-6,, +23,2017-08-01,59460-6,,ambulatory +23,2017-08-01,59460-6,cumulus__missing-or-null, +23,2017-08-01,59460-6,cumulus__missing-or-null,ambulatory +23,2017-07-01,76504-0,,ambulatory +23,2017-07-01,76504-0,cumulus__missing-or-null,ambulatory +23,2017-06-01,,Urine protein test = ++ (finding),ambulatory +23,2017-06-01,20454-5,Urine protein test = ++ (finding),ambulatory +23,2017-05-01,75626-2,, +23,2017-05-01,75626-2,,ambulatory +23,2017-05-01,75626-2,cumulus__missing-or-null, +23,2017-05-01,75626-2,cumulus__missing-or-null,ambulatory +23,2017-03-01,75626-2,, +23,2017-03-01,75626-2,cumulus__missing-or-null, +23,2017-01-01,6768-6,, +23,2017-01-01,6768-6,,ambulatory +23,2017-01-01,6768-6,cumulus__missing-or-null, +23,2017-01-01,6768-6,cumulus__missing-or-null,ambulatory +23,2017-01-01,2885-2,, +23,2017-01-01,2885-2,,ambulatory +23,2017-01-01,2885-2,cumulus__missing-or-null, +23,2017-01-01,2885-2,cumulus__missing-or-null,ambulatory +23,2017-01-01,1975-2,, +23,2017-01-01,1975-2,,ambulatory +23,2017-01-01,1975-2,cumulus__missing-or-null, +23,2017-01-01,1975-2,cumulus__missing-or-null,ambulatory +23,2017-01-01,1920-8,, +23,2017-01-01,1920-8,,ambulatory +23,2017-01-01,1920-8,cumulus__missing-or-null, +23,2017-01-01,1920-8,cumulus__missing-or-null,ambulatory +23,2017-01-01,1751-7,, +23,2017-01-01,1751-7,,ambulatory +23,2017-01-01,1751-7,cumulus__missing-or-null, +23,2017-01-01,1751-7,cumulus__missing-or-null,ambulatory +23,2017-01-01,1742-6,, +23,2017-01-01,1742-6,,ambulatory +23,2017-01-01,1742-6,cumulus__missing-or-null, +23,2017-01-01,1742-6,cumulus__missing-or-null,ambulatory +23,2017-01-01,10834-0,, +23,2017-01-01,10834-0,,ambulatory +23,2017-01-01,10834-0,cumulus__missing-or-null, +23,2017-01-01,10834-0,cumulus__missing-or-null,ambulatory +23,2016-12-01,82667-7,, +23,2016-12-01,82667-7,,ambulatory +23,2016-12-01,82667-7,cumulus__missing-or-null, +23,2016-12-01,82667-7,cumulus__missing-or-null,ambulatory +23,2016-12-01,75626-2,, +23,2016-12-01,75626-2,cumulus__missing-or-null, +23,2016-12-01,59576-9,, +23,2016-12-01,59576-9,,ambulatory +23,2016-12-01,59576-9,cumulus__missing-or-null, +23,2016-12-01,59576-9,cumulus__missing-or-null,ambulatory +23,2016-11-01,59461-4,,ambulatory +23,2016-11-01,59460-6,,ambulatory +23,2016-11-01,59460-6,cumulus__missing-or-null,ambulatory +23,2016-09-01,82667-7,,ambulatory +23,2016-09-01,82667-7,cumulus__missing-or-null,ambulatory +23,2016-08-01,82667-7,, +23,2016-08-01,82667-7,,ambulatory +23,2016-08-01,82667-7,cumulus__missing-or-null, +23,2016-08-01,82667-7,cumulus__missing-or-null,ambulatory +23,2016-07-01,,Urine ketone test = ++ (finding),ambulatory +23,2016-07-01,76504-0,,ambulatory +23,2016-07-01,76504-0,cumulus__missing-or-null,ambulatory +23,2016-07-01,75626-2,,ambulatory +23,2016-07-01,75626-2,cumulus__missing-or-null,ambulatory +23,2016-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +23,2016-06-01,2571-8,,ambulatory +23,2016-06-01,2571-8,cumulus__missing-or-null,ambulatory +23,2016-06-01,2093-3,,ambulatory +23,2016-06-01,2093-3,cumulus__missing-or-null,ambulatory +23,2016-06-01,2085-9,,ambulatory +23,2016-06-01,2085-9,cumulus__missing-or-null,ambulatory +23,2016-06-01,18262-6,,ambulatory +23,2016-06-01,18262-6,cumulus__missing-or-null,ambulatory 22,,94531-1,Not detected (qualifier value), +22,,788-0,,ambulatory +22,,788-0,cumulus__missing-or-null,ambulatory 22,2023-03-01,,Urine ketone test = + (finding), 22,2023-03-01,2514-8,Urine ketone test = + (finding), -22,2022-07-01,,Urine ketone test = ++ (finding),AMB -22,2022-07-01,2514-8,Urine ketone test = ++ (finding),AMB -22,2022-06-01,,Urine ketone test = ++ (finding),AMB -22,2022-06-01,2514-8,Urine ketone test = ++ (finding),AMB +22,2023-02-01,82667-7,, +22,2023-02-01,82667-7,,ambulatory +22,2023-02-01,82667-7,cumulus__missing-or-null, +22,2023-02-01,82667-7,cumulus__missing-or-null,ambulatory +22,2022-12-01,76504-0,,ambulatory +22,2022-12-01,76504-0,cumulus__missing-or-null,ambulatory +22,2022-12-01,6768-6,, +22,2022-12-01,6768-6,,ambulatory +22,2022-12-01,6768-6,cumulus__missing-or-null, +22,2022-12-01,6768-6,cumulus__missing-or-null,ambulatory +22,2022-12-01,59461-4,,ambulatory +22,2022-12-01,59460-6,,ambulatory +22,2022-12-01,59460-6,cumulus__missing-or-null,ambulatory +22,2022-12-01,2885-2,, +22,2022-12-01,2885-2,,ambulatory +22,2022-12-01,2885-2,cumulus__missing-or-null, +22,2022-12-01,2885-2,cumulus__missing-or-null,ambulatory +22,2022-12-01,1975-2,, +22,2022-12-01,1975-2,,ambulatory +22,2022-12-01,1975-2,cumulus__missing-or-null, +22,2022-12-01,1975-2,cumulus__missing-or-null,ambulatory +22,2022-12-01,1920-8,, +22,2022-12-01,1920-8,,ambulatory +22,2022-12-01,1920-8,cumulus__missing-or-null, +22,2022-12-01,1920-8,cumulus__missing-or-null,ambulatory +22,2022-12-01,1751-7,, +22,2022-12-01,1751-7,,ambulatory +22,2022-12-01,1751-7,cumulus__missing-or-null, +22,2022-12-01,1751-7,cumulus__missing-or-null,ambulatory +22,2022-12-01,1742-6,, +22,2022-12-01,1742-6,,ambulatory +22,2022-12-01,1742-6,cumulus__missing-or-null, +22,2022-12-01,1742-6,cumulus__missing-or-null,ambulatory +22,2022-12-01,10834-0,, +22,2022-12-01,10834-0,,ambulatory +22,2022-12-01,10834-0,cumulus__missing-or-null, +22,2022-12-01,10834-0,cumulus__missing-or-null,ambulatory +22,2022-10-01,59461-4,,ambulatory +22,2022-10-01,59460-6,,ambulatory +22,2022-10-01,59460-6,cumulus__missing-or-null,ambulatory +22,2022-10-01,32623-1,, +22,2022-10-01,32623-1,cumulus__missing-or-null, +22,2022-10-01,32207-3,, +22,2022-10-01,32207-3,cumulus__missing-or-null, +22,2022-10-01,21000-5,, +22,2022-10-01,21000-5,cumulus__missing-or-null, +22,2022-10-01,14959-1,,ambulatory +22,2022-10-01,14959-1,cumulus__missing-or-null,ambulatory +22,2022-09-01,75626-2,, +22,2022-09-01,75626-2,,ambulatory +22,2022-09-01,75626-2,cumulus__missing-or-null, +22,2022-09-01,75626-2,cumulus__missing-or-null,ambulatory +22,2022-08-01,,Ex-smoker (finding), +22,2022-08-01,,Ex-smoker (finding),ambulatory +22,2022-08-01,76504-0,, +22,2022-08-01,76504-0,cumulus__missing-or-null, +22,2022-08-01,72166-2,Ex-smoker (finding), +22,2022-08-01,72166-2,Ex-smoker (finding),ambulatory +22,2022-08-01,59576-9,, +22,2022-08-01,59576-9,,ambulatory +22,2022-08-01,59576-9,cumulus__missing-or-null, +22,2022-08-01,59576-9,cumulus__missing-or-null,ambulatory +22,2022-07-01,,Urine ketone test = ++ (finding),ambulatory +22,2022-07-01,789-8,, +22,2022-07-01,789-8,cumulus__missing-or-null, +22,2022-07-01,787-2,, +22,2022-07-01,787-2,cumulus__missing-or-null, +22,2022-07-01,786-4,, +22,2022-07-01,786-4,cumulus__missing-or-null, +22,2022-07-01,785-6,, +22,2022-07-01,785-6,cumulus__missing-or-null, +22,2022-07-01,777-3,, +22,2022-07-01,777-3,cumulus__missing-or-null, +22,2022-07-01,76504-0,, +22,2022-07-01,76504-0,cumulus__missing-or-null, +22,2022-07-01,718-7,, +22,2022-07-01,718-7,cumulus__missing-or-null, +22,2022-07-01,6690-2,, +22,2022-07-01,6690-2,cumulus__missing-or-null, +22,2022-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +22,2022-06-01,,Urine ketone test = ++ (finding),ambulatory +22,2022-06-01,789-8,, +22,2022-06-01,789-8,cumulus__missing-or-null, +22,2022-06-01,787-2,, +22,2022-06-01,787-2,cumulus__missing-or-null, +22,2022-06-01,786-4,, +22,2022-06-01,786-4,cumulus__missing-or-null, +22,2022-06-01,785-6,, +22,2022-06-01,785-6,cumulus__missing-or-null, +22,2022-06-01,777-3,, +22,2022-06-01,777-3,cumulus__missing-or-null, +22,2022-06-01,718-7,, +22,2022-06-01,718-7,cumulus__missing-or-null, +22,2022-06-01,6690-2,, +22,2022-06-01,6690-2,cumulus__missing-or-null, +22,2022-06-01,4544-3,, +22,2022-06-01,4544-3,cumulus__missing-or-null, +22,2022-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory +22,2022-05-01,76504-0,, +22,2022-05-01,76504-0,cumulus__missing-or-null, +22,2022-05-01,59461-4,, +22,2022-05-01,59460-6,, +22,2022-05-01,59460-6,cumulus__missing-or-null, +22,2022-04-01,82667-7,, +22,2022-04-01,82667-7,cumulus__missing-or-null, +22,2022-04-01,59461-4,,ambulatory +22,2022-04-01,59460-6,,ambulatory +22,2022-04-01,59460-6,cumulus__missing-or-null,ambulatory +22,2022-04-01,4544-3,,ambulatory +22,2022-04-01,4544-3,cumulus__missing-or-null,ambulatory +22,2022-02-01,14959-1,, +22,2022-02-01,14959-1,,ambulatory +22,2022-02-01,14959-1,cumulus__missing-or-null, +22,2022-02-01,14959-1,cumulus__missing-or-null,ambulatory +22,2021-12-01,59576-9,, +22,2021-12-01,59576-9,,ambulatory +22,2021-12-01,59576-9,cumulus__missing-or-null, +22,2021-12-01,59576-9,cumulus__missing-or-null,ambulatory +22,2021-11-01,59576-9,, +22,2021-11-01,59576-9,,ambulatory +22,2021-11-01,59576-9,cumulus__missing-or-null, +22,2021-11-01,59576-9,cumulus__missing-or-null,ambulatory 22,2021-09-01,,Urine protein test = +++ (finding), 22,2021-09-01,,Urine ketone test = +++ (finding), +22,2021-09-01,59461-4,,ambulatory +22,2021-09-01,59460-6,,ambulatory +22,2021-09-01,59460-6,cumulus__missing-or-null,ambulatory 22,2021-09-01,2514-8,Urine ketone test = +++ (finding), 22,2021-09-01,20454-5,Urine protein test = +++ (finding), +22,2021-09-01,14959-1,,ambulatory +22,2021-09-01,14959-1,cumulus__missing-or-null,ambulatory +22,2021-06-01,82667-7,, +22,2021-06-01,82667-7,,ambulatory +22,2021-06-01,82667-7,cumulus__missing-or-null, +22,2021-06-01,82667-7,cumulus__missing-or-null,ambulatory +22,2021-03-01,9843-4,, +22,2021-03-01,9843-4,,ambulatory +22,2021-03-01,9843-4,cumulus__missing-or-null, +22,2021-03-01,9843-4,cumulus__missing-or-null,ambulatory +22,2021-03-01,8289-1,, +22,2021-03-01,8289-1,,ambulatory +22,2021-03-01,8289-1,cumulus__missing-or-null, +22,2021-03-01,8289-1,cumulus__missing-or-null,ambulatory +22,2021-03-01,77606-2,, +22,2021-03-01,77606-2,,ambulatory +22,2021-03-01,77606-2,cumulus__missing-or-null, +22,2021-03-01,77606-2,cumulus__missing-or-null,ambulatory +22,2021-01-01,789-8,,ambulatory +22,2021-01-01,789-8,cumulus__missing-or-null,ambulatory +22,2021-01-01,787-2,,ambulatory +22,2021-01-01,787-2,cumulus__missing-or-null,ambulatory +22,2021-01-01,786-4,,ambulatory +22,2021-01-01,786-4,cumulus__missing-or-null,ambulatory +22,2021-01-01,785-6,,ambulatory +22,2021-01-01,785-6,cumulus__missing-or-null,ambulatory +22,2021-01-01,777-3,,ambulatory +22,2021-01-01,777-3,cumulus__missing-or-null,ambulatory +22,2021-01-01,718-7,,ambulatory +22,2021-01-01,718-7,cumulus__missing-or-null,ambulatory +22,2021-01-01,6690-2,,ambulatory +22,2021-01-01,6690-2,cumulus__missing-or-null,ambulatory +22,2020-12-01,9843-4,, +22,2020-12-01,9843-4,,ambulatory +22,2020-12-01,9843-4,cumulus__missing-or-null, +22,2020-12-01,9843-4,cumulus__missing-or-null,ambulatory +22,2020-12-01,8331-1,,ambulatory +22,2020-12-01,8331-1,cumulus__missing-or-null,ambulatory +22,2020-12-01,8310-5,,ambulatory +22,2020-12-01,8310-5,cumulus__missing-or-null,ambulatory +22,2020-12-01,8289-1,, +22,2020-12-01,8289-1,,ambulatory +22,2020-12-01,8289-1,cumulus__missing-or-null, +22,2020-12-01,8289-1,cumulus__missing-or-null,ambulatory +22,2020-12-01,77606-2,, +22,2020-12-01,77606-2,,ambulatory +22,2020-12-01,77606-2,cumulus__missing-or-null, +22,2020-12-01,77606-2,cumulus__missing-or-null,ambulatory +22,2020-12-01,59461-4,,ambulatory +22,2020-12-01,59460-6,,ambulatory +22,2020-12-01,59460-6,cumulus__missing-or-null,ambulatory +22,2020-08-01,789-8,,ambulatory +22,2020-08-01,789-8,cumulus__missing-or-null,ambulatory +22,2020-08-01,787-2,,ambulatory +22,2020-08-01,787-2,cumulus__missing-or-null,ambulatory +22,2020-08-01,786-4,,ambulatory +22,2020-08-01,786-4,cumulus__missing-or-null,ambulatory +22,2020-08-01,785-6,,ambulatory +22,2020-08-01,785-6,cumulus__missing-or-null,ambulatory +22,2020-08-01,777-3,,ambulatory +22,2020-08-01,777-3,cumulus__missing-or-null,ambulatory +22,2020-08-01,718-7,,ambulatory +22,2020-08-01,718-7,cumulus__missing-or-null,ambulatory +22,2020-08-01,6768-6,, +22,2020-08-01,6768-6,cumulus__missing-or-null, +22,2020-08-01,6690-2,,ambulatory +22,2020-08-01,6690-2,cumulus__missing-or-null,ambulatory +22,2020-08-01,2885-2,, +22,2020-08-01,2885-2,cumulus__missing-or-null, +22,2020-08-01,1975-2,, +22,2020-08-01,1975-2,cumulus__missing-or-null, +22,2020-08-01,1920-8,, +22,2020-08-01,1920-8,cumulus__missing-or-null, +22,2020-08-01,1751-7,, +22,2020-08-01,1751-7,cumulus__missing-or-null, +22,2020-08-01,1742-6,, +22,2020-08-01,1742-6,cumulus__missing-or-null, +22,2020-07-01,59461-4,, +22,2020-07-01,59460-6,, +22,2020-07-01,59460-6,cumulus__missing-or-null, +22,2020-02-01,82667-7,, +22,2020-02-01,82667-7,cumulus__missing-or-null, 22,2020-01-01,,Urine ketone test = ++ (finding), -22,2020-01-01,,Urine ketone test = ++ (finding),AMB +22,2020-01-01,,Urine ketone test = ++ (finding),ambulatory 22,2020-01-01,2514-8,Urine ketone test = ++ (finding), -22,2020-01-01,2514-8,Urine ketone test = ++ (finding),AMB +22,2020-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory +22,2019-12-01,59461-4,,ambulatory +22,2019-12-01,59460-6,,ambulatory +22,2019-12-01,59460-6,cumulus__missing-or-null,ambulatory +22,2019-11-01,14959-1,, +22,2019-11-01,14959-1,cumulus__missing-or-null, +22,2019-10-01,14959-1,, +22,2019-10-01,14959-1,cumulus__missing-or-null, +22,2019-09-01,82667-7,, +22,2019-09-01,82667-7,cumulus__missing-or-null, +22,2019-08-01,4544-3,, +22,2019-08-01,4544-3,,ambulatory +22,2019-08-01,4544-3,cumulus__missing-or-null, +22,2019-08-01,4544-3,cumulus__missing-or-null,ambulatory +22,2019-04-01,75626-2,, +22,2019-04-01,75626-2,,ambulatory +22,2019-04-01,75626-2,cumulus__missing-or-null, +22,2019-04-01,75626-2,cumulus__missing-or-null,ambulatory +22,2019-04-01,6768-6,, +22,2019-04-01,6768-6,cumulus__missing-or-null, +22,2019-04-01,2885-2,, +22,2019-04-01,2885-2,cumulus__missing-or-null, +22,2019-04-01,1975-2,, +22,2019-04-01,1975-2,cumulus__missing-or-null, +22,2019-04-01,1920-8,, +22,2019-04-01,1920-8,cumulus__missing-or-null, +22,2019-04-01,1751-7,, +22,2019-04-01,1751-7,cumulus__missing-or-null, +22,2019-04-01,1742-6,, +22,2019-04-01,1742-6,cumulus__missing-or-null, +22,2019-02-01,789-8,,ambulatory +22,2019-02-01,789-8,cumulus__missing-or-null,ambulatory +22,2019-02-01,787-2,,ambulatory +22,2019-02-01,787-2,cumulus__missing-or-null,ambulatory +22,2019-02-01,786-4,,ambulatory +22,2019-02-01,786-4,cumulus__missing-or-null,ambulatory +22,2019-02-01,785-6,,ambulatory +22,2019-02-01,785-6,cumulus__missing-or-null,ambulatory +22,2019-02-01,777-3,,ambulatory +22,2019-02-01,777-3,cumulus__missing-or-null,ambulatory +22,2019-02-01,718-7,,ambulatory +22,2019-02-01,718-7,cumulus__missing-or-null,ambulatory +22,2019-02-01,6690-2,,ambulatory +22,2019-02-01,6690-2,cumulus__missing-or-null,ambulatory +22,2018-12-01,75626-2,, +22,2018-12-01,75626-2,cumulus__missing-or-null, +22,2018-11-01,75626-2,, +22,2018-11-01,75626-2,cumulus__missing-or-null, +22,2018-09-01,59461-4,, +22,2018-09-01,59460-6,, +22,2018-09-01,59460-6,cumulus__missing-or-null, +22,2018-09-01,14959-1,,ambulatory +22,2018-09-01,14959-1,cumulus__missing-or-null,ambulatory 22,2018-07-01,,Urine ketone test = ++ (finding), +22,2018-07-01,,Ex-smoker (finding),ambulatory +22,2018-07-01,76504-0,, +22,2018-07-01,76504-0,cumulus__missing-or-null, +22,2018-07-01,72166-2,Ex-smoker (finding),ambulatory +22,2018-07-01,4544-3,,ambulatory +22,2018-07-01,4544-3,cumulus__missing-or-null,ambulatory 22,2018-07-01,2514-8,Urine ketone test = ++ (finding), -22,2017-04-01,,Urine ketone test = ++ (finding),AMB -22,2017-04-01,2514-8,Urine ketone test = ++ (finding),AMB -22,2016-08-01,,Urine ketone test = ++ (finding),AMB -22,2016-08-01,2514-8,Urine ketone test = ++ (finding),AMB -21,2023-03-01,,Urine ketone test = + (finding),AMB -21,2023-03-01,2514-8,Urine ketone test = + (finding),AMB +22,2018-05-01,,Ex-smoker (finding),ambulatory +22,2018-05-01,72166-2,Ex-smoker (finding),ambulatory +22,2018-02-01,82667-7,, +22,2018-02-01,82667-7,cumulus__missing-or-null, +22,2018-02-01,59461-4,, +22,2018-02-01,59460-6,, +22,2018-02-01,59460-6,cumulus__missing-or-null, +22,2018-01-01,32623-1,, +22,2018-01-01,32623-1,,ambulatory +22,2018-01-01,32623-1,cumulus__missing-or-null, +22,2018-01-01,32623-1,cumulus__missing-or-null,ambulatory +22,2018-01-01,32207-3,, +22,2018-01-01,32207-3,,ambulatory +22,2018-01-01,32207-3,cumulus__missing-or-null, +22,2018-01-01,32207-3,cumulus__missing-or-null,ambulatory +22,2018-01-01,21000-5,, +22,2018-01-01,21000-5,,ambulatory +22,2018-01-01,21000-5,cumulus__missing-or-null, +22,2018-01-01,21000-5,cumulus__missing-or-null,ambulatory +22,2017-12-01,75626-2,, +22,2017-12-01,75626-2,,ambulatory +22,2017-12-01,75626-2,cumulus__missing-or-null, +22,2017-12-01,75626-2,cumulus__missing-or-null,ambulatory +22,2017-12-01,6768-6,, +22,2017-12-01,6768-6,cumulus__missing-or-null, +22,2017-12-01,2885-2,, +22,2017-12-01,2885-2,cumulus__missing-or-null, +22,2017-12-01,1975-2,, +22,2017-12-01,1975-2,cumulus__missing-or-null, +22,2017-12-01,1920-8,, +22,2017-12-01,1920-8,cumulus__missing-or-null, +22,2017-12-01,1751-7,, +22,2017-12-01,1751-7,cumulus__missing-or-null, +22,2017-12-01,1742-6,, +22,2017-12-01,1742-6,cumulus__missing-or-null, +22,2017-09-01,59461-4,,ambulatory +22,2017-09-01,59460-6,,ambulatory +22,2017-09-01,59460-6,cumulus__missing-or-null,ambulatory +22,2017-08-01,76504-0,, +22,2017-08-01,76504-0,cumulus__missing-or-null, +22,2017-08-01,32623-1,, +22,2017-08-01,32623-1,cumulus__missing-or-null, +22,2017-08-01,32207-3,, +22,2017-08-01,32207-3,cumulus__missing-or-null, +22,2017-08-01,21000-5,, +22,2017-08-01,21000-5,cumulus__missing-or-null, +22,2017-07-01,59461-4,,ambulatory +22,2017-07-01,59460-6,,ambulatory +22,2017-07-01,59460-6,cumulus__missing-or-null,ambulatory +22,2017-05-01,59576-9,, +22,2017-05-01,59576-9,,ambulatory +22,2017-05-01,59576-9,cumulus__missing-or-null, +22,2017-05-01,59576-9,cumulus__missing-or-null,ambulatory +22,2017-05-01,59461-4,, +22,2017-05-01,59460-6,, +22,2017-05-01,59460-6,cumulus__missing-or-null, +22,2017-04-01,,Urine ketone test = ++ (finding),ambulatory +22,2017-04-01,2514-8,Urine ketone test = ++ (finding),ambulatory +22,2017-03-01,75626-2,,ambulatory +22,2017-03-01,75626-2,cumulus__missing-or-null,ambulatory +22,2017-03-01,59461-4,,ambulatory +22,2017-03-01,59460-6,,ambulatory +22,2017-03-01,59460-6,cumulus__missing-or-null,ambulatory +22,2017-01-01,14959-1,, +22,2017-01-01,14959-1,cumulus__missing-or-null, +22,2016-12-01,75626-2,,ambulatory +22,2016-12-01,75626-2,cumulus__missing-or-null,ambulatory +22,2016-09-01,76504-0,, +22,2016-09-01,76504-0,,ambulatory +22,2016-09-01,76504-0,cumulus__missing-or-null, +22,2016-09-01,76504-0,cumulus__missing-or-null,ambulatory +22,2016-08-01,,Urine ketone test = ++ (finding),ambulatory +22,2016-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +22,2016-08-01,14959-1,, +22,2016-08-01,14959-1,cumulus__missing-or-null, +22,2016-06-01,76504-0,, +22,2016-06-01,76504-0,,ambulatory +22,2016-06-01,76504-0,cumulus__missing-or-null, +22,2016-06-01,76504-0,cumulus__missing-or-null,ambulatory +21,2023-03-01,,Urine ketone test = + (finding),ambulatory +21,2023-03-01,75626-2,, +21,2023-03-01,75626-2,cumulus__missing-or-null, +21,2023-03-01,2514-8,Urine ketone test = + (finding),ambulatory +21,2023-02-01,14959-1,,ambulatory +21,2023-02-01,14959-1,cumulus__missing-or-null,ambulatory +21,2023-01-01,9843-4,, +21,2023-01-01,9843-4,,ambulatory +21,2023-01-01,9843-4,cumulus__missing-or-null, +21,2023-01-01,9843-4,cumulus__missing-or-null,ambulatory +21,2023-01-01,8289-1,, +21,2023-01-01,8289-1,,ambulatory +21,2023-01-01,8289-1,cumulus__missing-or-null, +21,2023-01-01,8289-1,cumulus__missing-or-null,ambulatory +21,2023-01-01,77606-2,, +21,2023-01-01,77606-2,,ambulatory +21,2023-01-01,77606-2,cumulus__missing-or-null, +21,2023-01-01,77606-2,cumulus__missing-or-null,ambulatory +21,2022-10-01,76504-0,, +21,2022-10-01,76504-0,,ambulatory +21,2022-10-01,76504-0,cumulus__missing-or-null, +21,2022-10-01,76504-0,cumulus__missing-or-null,ambulatory +21,2022-10-01,6768-6,, +21,2022-10-01,6768-6,cumulus__missing-or-null, +21,2022-10-01,2885-2,, +21,2022-10-01,2885-2,cumulus__missing-or-null, +21,2022-10-01,1975-2,, +21,2022-10-01,1975-2,cumulus__missing-or-null, +21,2022-10-01,1920-8,, +21,2022-10-01,1920-8,cumulus__missing-or-null, +21,2022-10-01,1751-7,, +21,2022-10-01,1751-7,cumulus__missing-or-null, +21,2022-10-01,1742-6,, +21,2022-10-01,1742-6,cumulus__missing-or-null, 21,2022-09-01,,Urine ketone test = ++ (finding), +21,2022-09-01,6768-6,, +21,2022-09-01,6768-6,,ambulatory +21,2022-09-01,6768-6,cumulus__missing-or-null, +21,2022-09-01,6768-6,cumulus__missing-or-null,ambulatory +21,2022-09-01,2885-2,, +21,2022-09-01,2885-2,,ambulatory +21,2022-09-01,2885-2,cumulus__missing-or-null, +21,2022-09-01,2885-2,cumulus__missing-or-null,ambulatory 21,2022-09-01,2514-8,Urine ketone test = ++ (finding), +21,2022-09-01,1975-2,, +21,2022-09-01,1975-2,,ambulatory +21,2022-09-01,1975-2,cumulus__missing-or-null, +21,2022-09-01,1975-2,cumulus__missing-or-null,ambulatory +21,2022-09-01,1920-8,, +21,2022-09-01,1920-8,,ambulatory +21,2022-09-01,1920-8,cumulus__missing-or-null, +21,2022-09-01,1920-8,cumulus__missing-or-null,ambulatory +21,2022-09-01,1751-7,, +21,2022-09-01,1751-7,,ambulatory +21,2022-09-01,1751-7,cumulus__missing-or-null, +21,2022-09-01,1751-7,cumulus__missing-or-null,ambulatory +21,2022-09-01,1742-6,, +21,2022-09-01,1742-6,,ambulatory +21,2022-09-01,1742-6,cumulus__missing-or-null, +21,2022-09-01,1742-6,cumulus__missing-or-null,ambulatory +21,2022-09-01,10834-0,, +21,2022-09-01,10834-0,,ambulatory +21,2022-09-01,10834-0,cumulus__missing-or-null, +21,2022-09-01,10834-0,cumulus__missing-or-null,ambulatory +21,2022-08-01,76504-0,,ambulatory +21,2022-08-01,76504-0,cumulus__missing-or-null,ambulatory +21,2022-07-01,76504-0,,ambulatory +21,2022-07-01,76504-0,cumulus__missing-or-null,ambulatory +21,2022-07-01,6768-6,,ambulatory +21,2022-07-01,6768-6,cumulus__missing-or-null,ambulatory +21,2022-07-01,4544-3,, +21,2022-07-01,4544-3,cumulus__missing-or-null, +21,2022-07-01,2885-2,,ambulatory +21,2022-07-01,2885-2,cumulus__missing-or-null,ambulatory +21,2022-07-01,1975-2,,ambulatory +21,2022-07-01,1975-2,cumulus__missing-or-null,ambulatory +21,2022-07-01,1920-8,,ambulatory +21,2022-07-01,1920-8,cumulus__missing-or-null,ambulatory +21,2022-07-01,1751-7,,ambulatory +21,2022-07-01,1751-7,cumulus__missing-or-null,ambulatory +21,2022-07-01,1742-6,,ambulatory +21,2022-07-01,1742-6,cumulus__missing-or-null,ambulatory +21,2022-07-01,10834-0,, +21,2022-07-01,10834-0,,ambulatory +21,2022-07-01,10834-0,cumulus__missing-or-null, +21,2022-07-01,10834-0,cumulus__missing-or-null,ambulatory +21,2022-06-01,9843-4,, +21,2022-06-01,9843-4,,ambulatory +21,2022-06-01,9843-4,cumulus__missing-or-null, +21,2022-06-01,9843-4,cumulus__missing-or-null,ambulatory +21,2022-06-01,8289-1,, +21,2022-06-01,8289-1,,ambulatory +21,2022-06-01,8289-1,cumulus__missing-or-null, +21,2022-06-01,8289-1,cumulus__missing-or-null,ambulatory +21,2022-06-01,77606-2,, +21,2022-06-01,77606-2,,ambulatory +21,2022-06-01,77606-2,cumulus__missing-or-null, +21,2022-06-01,77606-2,cumulus__missing-or-null,ambulatory 21,2022-05-01,,Urine ketone test = ++ (finding), +21,2022-05-01,789-8,, +21,2022-05-01,789-8,cumulus__missing-or-null, +21,2022-05-01,787-2,, +21,2022-05-01,787-2,cumulus__missing-or-null, +21,2022-05-01,786-4,, +21,2022-05-01,786-4,cumulus__missing-or-null, +21,2022-05-01,785-6,, +21,2022-05-01,785-6,cumulus__missing-or-null, +21,2022-05-01,777-3,, +21,2022-05-01,777-3,cumulus__missing-or-null, +21,2022-05-01,76504-0,,ambulatory +21,2022-05-01,76504-0,cumulus__missing-or-null,ambulatory +21,2022-05-01,75626-2,, +21,2022-05-01,75626-2,,ambulatory +21,2022-05-01,75626-2,cumulus__missing-or-null, +21,2022-05-01,75626-2,cumulus__missing-or-null,ambulatory +21,2022-05-01,718-7,, +21,2022-05-01,718-7,cumulus__missing-or-null, +21,2022-05-01,6768-6,, +21,2022-05-01,6768-6,cumulus__missing-or-null, +21,2022-05-01,6690-2,, +21,2022-05-01,6690-2,cumulus__missing-or-null, +21,2022-05-01,4544-3,, +21,2022-05-01,4544-3,cumulus__missing-or-null, +21,2022-05-01,2885-2,, +21,2022-05-01,2885-2,cumulus__missing-or-null, 21,2022-05-01,2514-8,Urine ketone test = ++ (finding), +21,2022-05-01,1975-2,, +21,2022-05-01,1975-2,cumulus__missing-or-null, +21,2022-05-01,1920-8,, +21,2022-05-01,1920-8,cumulus__missing-or-null, +21,2022-05-01,1751-7,, +21,2022-05-01,1751-7,cumulus__missing-or-null, +21,2022-05-01,1742-6,, +21,2022-05-01,1742-6,cumulus__missing-or-null, +21,2022-05-01,14959-1,, +21,2022-05-01,14959-1,cumulus__missing-or-null, 21,2022-02-01,,Urine ketone test = ++ (finding), -21,2022-02-01,,Urine ketone test = ++ (finding),AMB +21,2022-02-01,,Urine ketone test = ++ (finding),ambulatory 21,2022-02-01,2514-8,Urine ketone test = ++ (finding), -21,2022-02-01,2514-8,Urine ketone test = ++ (finding),AMB +21,2022-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory 21,2022-01-01,,Urine ketone test = ++ (finding), -21,2022-01-01,,Urine ketone test = ++ (finding),AMB +21,2022-01-01,,Urine ketone test = ++ (finding),ambulatory +21,2022-01-01,789-8,,ambulatory +21,2022-01-01,789-8,cumulus__missing-or-null,ambulatory +21,2022-01-01,787-2,,ambulatory +21,2022-01-01,787-2,cumulus__missing-or-null,ambulatory +21,2022-01-01,786-4,,ambulatory +21,2022-01-01,786-4,cumulus__missing-or-null,ambulatory +21,2022-01-01,785-6,,ambulatory +21,2022-01-01,785-6,cumulus__missing-or-null,ambulatory +21,2022-01-01,777-3,,ambulatory +21,2022-01-01,777-3,cumulus__missing-or-null,ambulatory +21,2022-01-01,718-7,,ambulatory +21,2022-01-01,718-7,cumulus__missing-or-null,ambulatory +21,2022-01-01,6768-6,, +21,2022-01-01,6768-6,cumulus__missing-or-null, +21,2022-01-01,6690-2,,ambulatory +21,2022-01-01,6690-2,cumulus__missing-or-null,ambulatory +21,2022-01-01,4544-3,,ambulatory +21,2022-01-01,4544-3,cumulus__missing-or-null,ambulatory +21,2022-01-01,32623-1,, +21,2022-01-01,32623-1,,ambulatory +21,2022-01-01,32623-1,cumulus__missing-or-null, +21,2022-01-01,32623-1,cumulus__missing-or-null,ambulatory +21,2022-01-01,32207-3,, +21,2022-01-01,32207-3,,ambulatory +21,2022-01-01,32207-3,cumulus__missing-or-null, +21,2022-01-01,32207-3,cumulus__missing-or-null,ambulatory +21,2022-01-01,2885-2,, +21,2022-01-01,2885-2,cumulus__missing-or-null, 21,2022-01-01,2514-8,Urine ketone test = ++ (finding), -21,2022-01-01,2514-8,Urine ketone test = ++ (finding),AMB +21,2022-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory +21,2022-01-01,21000-5,, +21,2022-01-01,21000-5,,ambulatory +21,2022-01-01,21000-5,cumulus__missing-or-null, +21,2022-01-01,21000-5,cumulus__missing-or-null,ambulatory +21,2022-01-01,1975-2,, +21,2022-01-01,1975-2,cumulus__missing-or-null, +21,2022-01-01,1920-8,, +21,2022-01-01,1920-8,cumulus__missing-or-null, +21,2022-01-01,1751-7,, +21,2022-01-01,1751-7,cumulus__missing-or-null, +21,2022-01-01,1742-6,, +21,2022-01-01,1742-6,cumulus__missing-or-null, +21,2021-12-01,789-8,, +21,2021-12-01,789-8,,ambulatory +21,2021-12-01,789-8,cumulus__missing-or-null, +21,2021-12-01,789-8,cumulus__missing-or-null,ambulatory +21,2021-12-01,787-2,, +21,2021-12-01,787-2,,ambulatory +21,2021-12-01,787-2,cumulus__missing-or-null, +21,2021-12-01,787-2,cumulus__missing-or-null,ambulatory +21,2021-12-01,786-4,, +21,2021-12-01,786-4,,ambulatory +21,2021-12-01,786-4,cumulus__missing-or-null, +21,2021-12-01,786-4,cumulus__missing-or-null,ambulatory +21,2021-12-01,785-6,, +21,2021-12-01,785-6,,ambulatory +21,2021-12-01,785-6,cumulus__missing-or-null, +21,2021-12-01,785-6,cumulus__missing-or-null,ambulatory +21,2021-12-01,777-3,, +21,2021-12-01,777-3,,ambulatory +21,2021-12-01,777-3,cumulus__missing-or-null, +21,2021-12-01,777-3,cumulus__missing-or-null,ambulatory +21,2021-12-01,718-7,, +21,2021-12-01,718-7,,ambulatory +21,2021-12-01,718-7,cumulus__missing-or-null, +21,2021-12-01,718-7,cumulus__missing-or-null,ambulatory +21,2021-12-01,6690-2,, +21,2021-12-01,6690-2,,ambulatory +21,2021-12-01,6690-2,cumulus__missing-or-null, +21,2021-12-01,6690-2,cumulus__missing-or-null,ambulatory +21,2021-12-01,32623-1,, +21,2021-12-01,32623-1,,ambulatory +21,2021-12-01,32623-1,cumulus__missing-or-null, +21,2021-12-01,32623-1,cumulus__missing-or-null,ambulatory +21,2021-12-01,32207-3,, +21,2021-12-01,32207-3,,ambulatory +21,2021-12-01,32207-3,cumulus__missing-or-null, +21,2021-12-01,32207-3,cumulus__missing-or-null,ambulatory +21,2021-12-01,21000-5,, +21,2021-12-01,21000-5,,ambulatory +21,2021-12-01,21000-5,cumulus__missing-or-null, +21,2021-12-01,21000-5,cumulus__missing-or-null,ambulatory +21,2021-11-01,14959-1,, +21,2021-11-01,14959-1,cumulus__missing-or-null, 21,2021-08-01,,Urine ketone test = + (finding), +21,2021-08-01,9843-4,, +21,2021-08-01,9843-4,,ambulatory +21,2021-08-01,9843-4,cumulus__missing-or-null, +21,2021-08-01,9843-4,cumulus__missing-or-null,ambulatory +21,2021-08-01,8289-1,, +21,2021-08-01,8289-1,,ambulatory +21,2021-08-01,8289-1,cumulus__missing-or-null, +21,2021-08-01,8289-1,cumulus__missing-or-null,ambulatory +21,2021-08-01,77606-2,, +21,2021-08-01,77606-2,,ambulatory +21,2021-08-01,77606-2,cumulus__missing-or-null, +21,2021-08-01,77606-2,cumulus__missing-or-null,ambulatory 21,2021-08-01,2514-8,Urine ketone test = + (finding), +21,2021-06-01,14959-1,, +21,2021-06-01,14959-1,,ambulatory +21,2021-06-01,14959-1,cumulus__missing-or-null, +21,2021-06-01,14959-1,cumulus__missing-or-null,ambulatory +21,2021-05-01,59461-4,,ambulatory +21,2021-05-01,59460-6,,ambulatory +21,2021-05-01,59460-6,cumulus__missing-or-null,ambulatory +21,2021-01-01,82667-7,, +21,2021-01-01,82667-7,cumulus__missing-or-null, +21,2021-01-01,32623-1,, +21,2021-01-01,32623-1,,ambulatory +21,2021-01-01,32623-1,cumulus__missing-or-null, +21,2021-01-01,32623-1,cumulus__missing-or-null,ambulatory +21,2021-01-01,32207-3,, +21,2021-01-01,32207-3,,ambulatory +21,2021-01-01,32207-3,cumulus__missing-or-null, +21,2021-01-01,32207-3,cumulus__missing-or-null,ambulatory +21,2021-01-01,21000-5,, +21,2021-01-01,21000-5,,ambulatory +21,2021-01-01,21000-5,cumulus__missing-or-null, +21,2021-01-01,21000-5,cumulus__missing-or-null,ambulatory +21,2021-01-01,14959-1,, +21,2021-01-01,14959-1,,ambulatory +21,2021-01-01,14959-1,cumulus__missing-or-null, +21,2021-01-01,14959-1,cumulus__missing-or-null,ambulatory +21,2020-12-01,789-8,,ambulatory +21,2020-12-01,789-8,cumulus__missing-or-null,ambulatory +21,2020-12-01,787-2,,ambulatory +21,2020-12-01,787-2,cumulus__missing-or-null,ambulatory +21,2020-12-01,786-4,,ambulatory +21,2020-12-01,786-4,cumulus__missing-or-null,ambulatory +21,2020-12-01,785-6,,ambulatory +21,2020-12-01,785-6,cumulus__missing-or-null,ambulatory +21,2020-12-01,777-3,,ambulatory +21,2020-12-01,777-3,cumulus__missing-or-null,ambulatory +21,2020-12-01,718-7,,ambulatory +21,2020-12-01,718-7,cumulus__missing-or-null,ambulatory +21,2020-12-01,6690-2,,ambulatory +21,2020-12-01,6690-2,cumulus__missing-or-null,ambulatory +21,2020-12-01,4544-3,,ambulatory +21,2020-12-01,4544-3,cumulus__missing-or-null,ambulatory +21,2020-12-01,32623-1,, +21,2020-12-01,32623-1,,ambulatory +21,2020-12-01,32623-1,cumulus__missing-or-null, +21,2020-12-01,32623-1,cumulus__missing-or-null,ambulatory +21,2020-12-01,32207-3,, +21,2020-12-01,32207-3,,ambulatory +21,2020-12-01,32207-3,cumulus__missing-or-null, +21,2020-12-01,32207-3,cumulus__missing-or-null,ambulatory +21,2020-12-01,21000-5,, +21,2020-12-01,21000-5,,ambulatory +21,2020-12-01,21000-5,cumulus__missing-or-null, +21,2020-12-01,21000-5,cumulus__missing-or-null,ambulatory 21,2020-11-01,94531-1,, +21,2020-11-01,76504-0,, +21,2020-11-01,76504-0,,ambulatory +21,2020-11-01,76504-0,cumulus__missing-or-null, +21,2020-11-01,76504-0,cumulus__missing-or-null,ambulatory +21,2020-11-01,59576-9,, +21,2020-11-01,59576-9,,ambulatory +21,2020-11-01,59576-9,cumulus__missing-or-null, +21,2020-11-01,59576-9,cumulus__missing-or-null,ambulatory +21,2020-09-01,59461-4,, +21,2020-09-01,59460-6,, +21,2020-09-01,59460-6,cumulus__missing-or-null, +21,2020-09-01,14959-1,, +21,2020-09-01,14959-1,,ambulatory +21,2020-09-01,14959-1,cumulus__missing-or-null, +21,2020-09-01,14959-1,cumulus__missing-or-null,ambulatory +21,2020-08-01,4544-3,,ambulatory +21,2020-08-01,4544-3,cumulus__missing-or-null,ambulatory 21,2020-07-01,,Urine ketone test = ++ (finding), +21,2020-07-01,82667-7,,ambulatory +21,2020-07-01,82667-7,cumulus__missing-or-null,ambulatory +21,2020-07-01,76504-0,, +21,2020-07-01,76504-0,,ambulatory +21,2020-07-01,76504-0,cumulus__missing-or-null, +21,2020-07-01,76504-0,cumulus__missing-or-null,ambulatory 21,2020-07-01,2514-8,Urine ketone test = ++ (finding), +21,2020-06-01,9843-4,, +21,2020-06-01,9843-4,,ambulatory +21,2020-06-01,9843-4,cumulus__missing-or-null, +21,2020-06-01,9843-4,cumulus__missing-or-null,ambulatory +21,2020-06-01,8289-1,, +21,2020-06-01,8289-1,,ambulatory +21,2020-06-01,8289-1,cumulus__missing-or-null, +21,2020-06-01,8289-1,cumulus__missing-or-null,ambulatory +21,2020-06-01,77606-2,, +21,2020-06-01,77606-2,,ambulatory +21,2020-06-01,77606-2,cumulus__missing-or-null, +21,2020-06-01,77606-2,cumulus__missing-or-null,ambulatory 21,2020-05-01,,Urine ketone test = + (finding), +21,2020-05-01,,Ex-smoker (finding),ambulatory +21,2020-05-01,72166-2,Ex-smoker (finding),ambulatory +21,2020-05-01,59576-9,, +21,2020-05-01,59576-9,,ambulatory +21,2020-05-01,59576-9,cumulus__missing-or-null, +21,2020-05-01,59576-9,cumulus__missing-or-null,ambulatory 21,2020-05-01,2514-8,Urine ketone test = + (finding), -21,2018-02-01,,Urine ketone test = ++ (finding),AMB -21,2018-02-01,2514-8,Urine ketone test = ++ (finding),AMB +21,2020-02-01,82667-7,,ambulatory +21,2020-02-01,82667-7,cumulus__missing-or-null,ambulatory +21,2020-01-01,82667-7,, +21,2020-01-01,82667-7,,ambulatory +21,2020-01-01,82667-7,cumulus__missing-or-null, +21,2020-01-01,82667-7,cumulus__missing-or-null,ambulatory +21,2019-11-01,14959-1,,ambulatory +21,2019-11-01,14959-1,cumulus__missing-or-null,ambulatory +21,2019-10-01,59576-9,, +21,2019-10-01,59576-9,,ambulatory +21,2019-10-01,59576-9,cumulus__missing-or-null, +21,2019-10-01,59576-9,cumulus__missing-or-null,ambulatory +21,2019-10-01,14959-1,,ambulatory +21,2019-10-01,14959-1,cumulus__missing-or-null,ambulatory +21,2019-09-01,82667-7,,ambulatory +21,2019-09-01,82667-7,cumulus__missing-or-null,ambulatory +21,2019-09-01,59461-4,, +21,2019-09-01,59460-6,, +21,2019-09-01,59460-6,cumulus__missing-or-null, +21,2019-08-01,14959-1,, +21,2019-08-01,14959-1,cumulus__missing-or-null, +21,2019-07-01,75626-2,, +21,2019-07-01,75626-2,,ambulatory +21,2019-07-01,75626-2,cumulus__missing-or-null, +21,2019-07-01,75626-2,cumulus__missing-or-null,ambulatory +21,2019-05-01,59461-4,, +21,2019-05-01,59460-6,, +21,2019-05-01,59460-6,cumulus__missing-or-null, +21,2019-04-01,,Ex-smoker (finding), +21,2019-04-01,9843-4,, +21,2019-04-01,9843-4,,ambulatory +21,2019-04-01,9843-4,cumulus__missing-or-null, +21,2019-04-01,9843-4,cumulus__missing-or-null,ambulatory +21,2019-04-01,8289-1,, +21,2019-04-01,8289-1,,ambulatory +21,2019-04-01,8289-1,cumulus__missing-or-null, +21,2019-04-01,8289-1,cumulus__missing-or-null,ambulatory +21,2019-04-01,77606-2,, +21,2019-04-01,77606-2,,ambulatory +21,2019-04-01,77606-2,cumulus__missing-or-null, +21,2019-04-01,77606-2,cumulus__missing-or-null,ambulatory +21,2019-04-01,72166-2,Ex-smoker (finding), +21,2019-03-01,6768-6,, +21,2019-03-01,6768-6,cumulus__missing-or-null, +21,2019-03-01,2885-2,, +21,2019-03-01,2885-2,cumulus__missing-or-null, +21,2019-03-01,1975-2,, +21,2019-03-01,1975-2,cumulus__missing-or-null, +21,2019-03-01,1920-8,, +21,2019-03-01,1920-8,cumulus__missing-or-null, +21,2019-03-01,1751-7,, +21,2019-03-01,1751-7,cumulus__missing-or-null, +21,2019-03-01,1742-6,, +21,2019-03-01,1742-6,cumulus__missing-or-null, +21,2019-02-01,59576-9,, +21,2019-02-01,59576-9,,ambulatory +21,2019-02-01,59576-9,cumulus__missing-or-null, +21,2019-02-01,59576-9,cumulus__missing-or-null,ambulatory +21,2019-02-01,4544-3,,ambulatory +21,2019-02-01,4544-3,cumulus__missing-or-null,ambulatory +21,2019-02-01,32623-1,, +21,2019-02-01,32623-1,,ambulatory +21,2019-02-01,32623-1,cumulus__missing-or-null, +21,2019-02-01,32623-1,cumulus__missing-or-null,ambulatory +21,2019-02-01,32207-3,, +21,2019-02-01,32207-3,,ambulatory +21,2019-02-01,32207-3,cumulus__missing-or-null, +21,2019-02-01,32207-3,cumulus__missing-or-null,ambulatory +21,2019-02-01,21000-5,, +21,2019-02-01,21000-5,,ambulatory +21,2019-02-01,21000-5,cumulus__missing-or-null, +21,2019-02-01,21000-5,cumulus__missing-or-null,ambulatory +21,2019-01-01,6768-6,, +21,2019-01-01,6768-6,,ambulatory +21,2019-01-01,6768-6,cumulus__missing-or-null, +21,2019-01-01,6768-6,cumulus__missing-or-null,ambulatory +21,2019-01-01,4544-3,,ambulatory +21,2019-01-01,4544-3,cumulus__missing-or-null,ambulatory +21,2019-01-01,2885-2,, +21,2019-01-01,2885-2,,ambulatory +21,2019-01-01,2885-2,cumulus__missing-or-null, +21,2019-01-01,2885-2,cumulus__missing-or-null,ambulatory +21,2019-01-01,1975-2,, +21,2019-01-01,1975-2,,ambulatory +21,2019-01-01,1975-2,cumulus__missing-or-null, +21,2019-01-01,1975-2,cumulus__missing-or-null,ambulatory +21,2019-01-01,1920-8,, +21,2019-01-01,1920-8,,ambulatory +21,2019-01-01,1920-8,cumulus__missing-or-null, +21,2019-01-01,1920-8,cumulus__missing-or-null,ambulatory +21,2019-01-01,1751-7,, +21,2019-01-01,1751-7,,ambulatory +21,2019-01-01,1751-7,cumulus__missing-or-null, +21,2019-01-01,1751-7,cumulus__missing-or-null,ambulatory +21,2019-01-01,1742-6,, +21,2019-01-01,1742-6,,ambulatory +21,2019-01-01,1742-6,cumulus__missing-or-null, +21,2019-01-01,1742-6,cumulus__missing-or-null,ambulatory +21,2018-12-01,59576-9,, +21,2018-12-01,59576-9,,ambulatory +21,2018-12-01,59576-9,cumulus__missing-or-null, +21,2018-12-01,59576-9,cumulus__missing-or-null,ambulatory +21,2018-11-01,75626-2,,ambulatory +21,2018-11-01,75626-2,cumulus__missing-or-null,ambulatory +21,2018-10-01,82667-7,, +21,2018-10-01,82667-7,,ambulatory +21,2018-10-01,82667-7,cumulus__missing-or-null, +21,2018-10-01,82667-7,cumulus__missing-or-null,ambulatory +21,2018-10-01,76504-0,, +21,2018-10-01,76504-0,cumulus__missing-or-null, +21,2018-09-01,82667-7,, +21,2018-09-01,82667-7,,ambulatory +21,2018-09-01,82667-7,cumulus__missing-or-null, +21,2018-09-01,82667-7,cumulus__missing-or-null,ambulatory +21,2018-09-01,59461-4,,ambulatory +21,2018-09-01,59460-6,,ambulatory +21,2018-09-01,59460-6,cumulus__missing-or-null,ambulatory +21,2018-07-01,76504-0,,ambulatory +21,2018-07-01,76504-0,cumulus__missing-or-null,ambulatory +21,2018-05-01,76504-0,, +21,2018-05-01,76504-0,,ambulatory +21,2018-05-01,76504-0,cumulus__missing-or-null, +21,2018-05-01,76504-0,cumulus__missing-or-null,ambulatory +21,2018-05-01,59576-9,, +21,2018-05-01,59576-9,,ambulatory +21,2018-05-01,59576-9,cumulus__missing-or-null, +21,2018-05-01,59576-9,cumulus__missing-or-null,ambulatory +21,2018-05-01,59461-4,, +21,2018-05-01,59461-4,,ambulatory +21,2018-05-01,59460-6,, +21,2018-05-01,59460-6,,ambulatory +21,2018-05-01,59460-6,cumulus__missing-or-null, +21,2018-05-01,59460-6,cumulus__missing-or-null,ambulatory +21,2018-04-01,82667-7,, +21,2018-04-01,82667-7,cumulus__missing-or-null, +21,2018-03-01,75626-2,, +21,2018-03-01,75626-2,,ambulatory +21,2018-03-01,75626-2,cumulus__missing-or-null, +21,2018-03-01,75626-2,cumulus__missing-or-null,ambulatory +21,2018-02-01,,Urine ketone test = ++ (finding),ambulatory +21,2018-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory +21,2017-12-01,789-8,, +21,2017-12-01,789-8,cumulus__missing-or-null, +21,2017-12-01,787-2,, +21,2017-12-01,787-2,cumulus__missing-or-null, +21,2017-12-01,786-4,, +21,2017-12-01,786-4,cumulus__missing-or-null, +21,2017-12-01,785-6,, +21,2017-12-01,785-6,cumulus__missing-or-null, +21,2017-12-01,777-3,, +21,2017-12-01,777-3,cumulus__missing-or-null, +21,2017-12-01,718-7,, +21,2017-12-01,718-7,cumulus__missing-or-null, +21,2017-12-01,6690-2,, +21,2017-12-01,6690-2,cumulus__missing-or-null, +21,2017-12-01,14959-1,, +21,2017-12-01,14959-1,cumulus__missing-or-null, +21,2017-11-01,82667-7,, +21,2017-11-01,82667-7,cumulus__missing-or-null, +21,2017-10-01,82667-7,, +21,2017-10-01,82667-7,,ambulatory +21,2017-10-01,82667-7,cumulus__missing-or-null, +21,2017-10-01,82667-7,cumulus__missing-or-null,ambulatory +21,2017-10-01,789-8,, +21,2017-10-01,789-8,,ambulatory +21,2017-10-01,789-8,cumulus__missing-or-null, +21,2017-10-01,789-8,cumulus__missing-or-null,ambulatory +21,2017-10-01,787-2,, +21,2017-10-01,787-2,,ambulatory +21,2017-10-01,787-2,cumulus__missing-or-null, +21,2017-10-01,787-2,cumulus__missing-or-null,ambulatory +21,2017-10-01,786-4,, +21,2017-10-01,786-4,,ambulatory +21,2017-10-01,786-4,cumulus__missing-or-null, +21,2017-10-01,786-4,cumulus__missing-or-null,ambulatory +21,2017-10-01,785-6,, +21,2017-10-01,785-6,,ambulatory +21,2017-10-01,785-6,cumulus__missing-or-null, +21,2017-10-01,785-6,cumulus__missing-or-null,ambulatory +21,2017-10-01,777-3,, +21,2017-10-01,777-3,,ambulatory +21,2017-10-01,777-3,cumulus__missing-or-null, +21,2017-10-01,777-3,cumulus__missing-or-null,ambulatory +21,2017-10-01,718-7,, +21,2017-10-01,718-7,,ambulatory +21,2017-10-01,718-7,cumulus__missing-or-null, +21,2017-10-01,718-7,cumulus__missing-or-null,ambulatory +21,2017-10-01,6690-2,, +21,2017-10-01,6690-2,,ambulatory +21,2017-10-01,6690-2,cumulus__missing-or-null, +21,2017-10-01,6690-2,cumulus__missing-or-null,ambulatory 21,2017-09-01,,Urine ketone test = ++ (finding), +21,2017-09-01,789-8,, +21,2017-09-01,789-8,cumulus__missing-or-null, +21,2017-09-01,787-2,, +21,2017-09-01,787-2,cumulus__missing-or-null, +21,2017-09-01,786-4,, +21,2017-09-01,786-4,cumulus__missing-or-null, +21,2017-09-01,785-6,, +21,2017-09-01,785-6,cumulus__missing-or-null, +21,2017-09-01,777-3,, +21,2017-09-01,777-3,cumulus__missing-or-null, +21,2017-09-01,718-7,, +21,2017-09-01,718-7,cumulus__missing-or-null, +21,2017-09-01,6690-2,, +21,2017-09-01,6690-2,cumulus__missing-or-null, +21,2017-09-01,4544-3,, +21,2017-09-01,4544-3,cumulus__missing-or-null, +21,2017-09-01,32623-1,, +21,2017-09-01,32623-1,cumulus__missing-or-null, +21,2017-09-01,32207-3,, +21,2017-09-01,32207-3,cumulus__missing-or-null, 21,2017-09-01,2514-8,Urine ketone test = ++ (finding), -21,2016-06-01,,Urine ketone test = ++ (finding),AMB -21,2016-06-01,2514-8,Urine ketone test = ++ (finding),AMB +21,2017-09-01,21000-5,, +21,2017-09-01,21000-5,cumulus__missing-or-null, +21,2017-08-01,82667-7,, +21,2017-08-01,82667-7,,ambulatory +21,2017-08-01,82667-7,cumulus__missing-or-null, +21,2017-08-01,82667-7,cumulus__missing-or-null,ambulatory +21,2017-08-01,76504-0,,ambulatory +21,2017-08-01,76504-0,cumulus__missing-or-null,ambulatory +21,2017-08-01,4544-3,, +21,2017-08-01,4544-3,cumulus__missing-or-null, +21,2017-06-01,6768-6,, +21,2017-06-01,6768-6,cumulus__missing-or-null, +21,2017-06-01,2885-2,, +21,2017-06-01,2885-2,cumulus__missing-or-null, +21,2017-06-01,1975-2,, +21,2017-06-01,1975-2,cumulus__missing-or-null, +21,2017-06-01,1920-8,, +21,2017-06-01,1920-8,cumulus__missing-or-null, +21,2017-06-01,1751-7,, +21,2017-06-01,1751-7,cumulus__missing-or-null, +21,2017-06-01,1742-6,, +21,2017-06-01,1742-6,cumulus__missing-or-null, +21,2017-05-01,76504-0,, +21,2017-05-01,76504-0,cumulus__missing-or-null, +21,2017-05-01,59461-4,,ambulatory +21,2017-05-01,59460-6,,ambulatory +21,2017-05-01,59460-6,cumulus__missing-or-null,ambulatory +21,2017-02-01,82667-7,, +21,2017-02-01,82667-7,,ambulatory +21,2017-02-01,82667-7,cumulus__missing-or-null, +21,2017-02-01,82667-7,cumulus__missing-or-null,ambulatory +21,2016-12-01,59461-4,, +21,2016-12-01,59460-6,, +21,2016-12-01,59460-6,cumulus__missing-or-null, +21,2016-11-01,76504-0,, +21,2016-11-01,76504-0,,ambulatory +21,2016-11-01,76504-0,cumulus__missing-or-null, +21,2016-11-01,76504-0,cumulus__missing-or-null,ambulatory +21,2016-08-01,9843-4,, +21,2016-08-01,9843-4,,ambulatory +21,2016-08-01,9843-4,cumulus__missing-or-null, +21,2016-08-01,9843-4,cumulus__missing-or-null,ambulatory +21,2016-08-01,8289-1,, +21,2016-08-01,8289-1,,ambulatory +21,2016-08-01,8289-1,cumulus__missing-or-null, +21,2016-08-01,8289-1,cumulus__missing-or-null,ambulatory +21,2016-08-01,77606-2,, +21,2016-08-01,77606-2,,ambulatory +21,2016-08-01,77606-2,cumulus__missing-or-null, +21,2016-08-01,77606-2,cumulus__missing-or-null,ambulatory +21,2016-08-01,59576-9,, +21,2016-08-01,59576-9,,ambulatory +21,2016-08-01,59576-9,cumulus__missing-or-null, +21,2016-08-01,59576-9,cumulus__missing-or-null,ambulatory +21,2016-08-01,14959-1,,ambulatory +21,2016-08-01,14959-1,cumulus__missing-or-null,ambulatory +21,2016-07-01,82667-7,, +21,2016-07-01,82667-7,,ambulatory +21,2016-07-01,82667-7,cumulus__missing-or-null, +21,2016-07-01,82667-7,cumulus__missing-or-null,ambulatory +21,2016-06-01,,Urine ketone test = ++ (finding),ambulatory +21,2016-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory 20,,,Positive (qualifier value), -20,2021-09-01,,Urine protein test = +++ (finding),AMB -20,2021-09-01,,Urine ketone test = +++ (finding),AMB -20,2021-09-01,2514-8,Urine ketone test = +++ (finding),AMB -20,2021-09-01,20454-5,Urine protein test = +++ (finding),AMB +20,,89579-7,,ambulatory +20,,89579-7,cumulus__missing-or-null,ambulatory +20,,38265-5,,emergency +20,,38265-5,cumulus__missing-or-null,emergency +20,2023-03-01,75626-2,,ambulatory +20,2023-03-01,75626-2,cumulus__missing-or-null,ambulatory +20,2022-11-01,6768-6,, +20,2022-11-01,6768-6,,ambulatory +20,2022-11-01,6768-6,cumulus__missing-or-null, +20,2022-11-01,6768-6,cumulus__missing-or-null,ambulatory +20,2022-11-01,2885-2,, +20,2022-11-01,2885-2,,ambulatory +20,2022-11-01,2885-2,cumulus__missing-or-null, +20,2022-11-01,2885-2,cumulus__missing-or-null,ambulatory +20,2022-11-01,1975-2,, +20,2022-11-01,1975-2,,ambulatory +20,2022-11-01,1975-2,cumulus__missing-or-null, +20,2022-11-01,1975-2,cumulus__missing-or-null,ambulatory +20,2022-11-01,1920-8,, +20,2022-11-01,1920-8,,ambulatory +20,2022-11-01,1920-8,cumulus__missing-or-null, +20,2022-11-01,1920-8,cumulus__missing-or-null,ambulatory +20,2022-11-01,1751-7,, +20,2022-11-01,1751-7,,ambulatory +20,2022-11-01,1751-7,cumulus__missing-or-null, +20,2022-11-01,1751-7,cumulus__missing-or-null,ambulatory +20,2022-11-01,1742-6,, +20,2022-11-01,1742-6,,ambulatory +20,2022-11-01,1742-6,cumulus__missing-or-null, +20,2022-11-01,1742-6,cumulus__missing-or-null,ambulatory +20,2022-11-01,14959-1,,ambulatory +20,2022-11-01,14959-1,cumulus__missing-or-null,ambulatory +20,2022-11-01,10834-0,, +20,2022-11-01,10834-0,,ambulatory +20,2022-11-01,10834-0,cumulus__missing-or-null, +20,2022-11-01,10834-0,cumulus__missing-or-null,ambulatory +20,2022-08-01,59461-4,, +20,2022-08-01,59460-6,, +20,2022-08-01,59460-6,cumulus__missing-or-null, +20,2022-07-01,9843-4,, +20,2022-07-01,9843-4,,ambulatory +20,2022-07-01,9843-4,cumulus__missing-or-null, +20,2022-07-01,9843-4,cumulus__missing-or-null,ambulatory +20,2022-07-01,8289-1,, +20,2022-07-01,8289-1,,ambulatory +20,2022-07-01,8289-1,cumulus__missing-or-null, +20,2022-07-01,8289-1,cumulus__missing-or-null,ambulatory +20,2022-07-01,77606-2,, +20,2022-07-01,77606-2,,ambulatory +20,2022-07-01,77606-2,cumulus__missing-or-null, +20,2022-07-01,77606-2,cumulus__missing-or-null,ambulatory +20,2022-06-01,789-8,,ambulatory +20,2022-06-01,789-8,cumulus__missing-or-null,ambulatory +20,2022-06-01,787-2,,ambulatory +20,2022-06-01,787-2,cumulus__missing-or-null,ambulatory +20,2022-06-01,786-4,,ambulatory +20,2022-06-01,786-4,cumulus__missing-or-null,ambulatory +20,2022-06-01,785-6,,ambulatory +20,2022-06-01,785-6,cumulus__missing-or-null,ambulatory +20,2022-06-01,777-3,,ambulatory +20,2022-06-01,777-3,cumulus__missing-or-null,ambulatory +20,2022-06-01,718-7,,ambulatory +20,2022-06-01,718-7,cumulus__missing-or-null,ambulatory +20,2022-06-01,6768-6,, +20,2022-06-01,6768-6,cumulus__missing-or-null, +20,2022-06-01,6690-2,,ambulatory +20,2022-06-01,6690-2,cumulus__missing-or-null,ambulatory +20,2022-06-01,59461-4,, +20,2022-06-01,59460-6,, +20,2022-06-01,59460-6,cumulus__missing-or-null, +20,2022-06-01,4544-3,,ambulatory +20,2022-06-01,4544-3,cumulus__missing-or-null,ambulatory +20,2022-06-01,2885-2,, +20,2022-06-01,2885-2,cumulus__missing-or-null, +20,2022-06-01,1975-2,, +20,2022-06-01,1975-2,cumulus__missing-or-null, +20,2022-06-01,1920-8,, +20,2022-06-01,1920-8,cumulus__missing-or-null, +20,2022-06-01,1751-7,, +20,2022-06-01,1751-7,cumulus__missing-or-null, +20,2022-06-01,1742-6,, +20,2022-06-01,1742-6,cumulus__missing-or-null, +20,2022-05-01,59461-4,,ambulatory +20,2022-05-01,59460-6,,ambulatory +20,2022-05-01,59460-6,cumulus__missing-or-null,ambulatory +20,2022-04-01,82667-7,,ambulatory +20,2022-04-01,82667-7,cumulus__missing-or-null,ambulatory +20,2022-03-01,9843-4,, +20,2022-03-01,9843-4,,ambulatory +20,2022-03-01,9843-4,cumulus__missing-or-null, +20,2022-03-01,9843-4,cumulus__missing-or-null,ambulatory +20,2022-03-01,8289-1,, +20,2022-03-01,8289-1,,ambulatory +20,2022-03-01,8289-1,cumulus__missing-or-null, +20,2022-03-01,8289-1,cumulus__missing-or-null,ambulatory +20,2022-03-01,77606-2,, +20,2022-03-01,77606-2,,ambulatory +20,2022-03-01,77606-2,cumulus__missing-or-null, +20,2022-03-01,77606-2,cumulus__missing-or-null,ambulatory +20,2022-03-01,718-7,, +20,2022-03-01,718-7,,ambulatory +20,2022-03-01,718-7,cumulus__missing-or-null, +20,2022-03-01,718-7,cumulus__missing-or-null,ambulatory +20,2022-02-01,75626-2,, +20,2022-02-01,75626-2,,ambulatory +20,2022-02-01,75626-2,cumulus__missing-or-null, +20,2022-02-01,75626-2,cumulus__missing-or-null,ambulatory +20,2021-12-01,4544-3,, +20,2021-12-01,4544-3,,ambulatory +20,2021-12-01,4544-3,cumulus__missing-or-null, +20,2021-12-01,4544-3,cumulus__missing-or-null,ambulatory +20,2021-11-01,76504-0,, +20,2021-11-01,76504-0,cumulus__missing-or-null, +20,2021-09-01,,Urine protein test = +++ (finding),ambulatory +20,2021-09-01,,Urine ketone test = +++ (finding),ambulatory +20,2021-09-01,6768-6,,ambulatory +20,2021-09-01,6768-6,cumulus__missing-or-null,ambulatory +20,2021-09-01,59576-9,, +20,2021-09-01,59576-9,,ambulatory +20,2021-09-01,59576-9,cumulus__missing-or-null, +20,2021-09-01,59576-9,cumulus__missing-or-null,ambulatory +20,2021-09-01,2885-2,,ambulatory +20,2021-09-01,2885-2,cumulus__missing-or-null,ambulatory +20,2021-09-01,2514-8,Urine ketone test = +++ (finding),ambulatory +20,2021-09-01,20454-5,Urine protein test = +++ (finding),ambulatory +20,2021-09-01,1975-2,,ambulatory +20,2021-09-01,1975-2,cumulus__missing-or-null,ambulatory +20,2021-09-01,1920-8,,ambulatory +20,2021-09-01,1920-8,cumulus__missing-or-null,ambulatory +20,2021-09-01,1751-7,,ambulatory +20,2021-09-01,1751-7,cumulus__missing-or-null,ambulatory +20,2021-09-01,1742-6,,ambulatory +20,2021-09-01,1742-6,cumulus__missing-or-null,ambulatory +20,2021-09-01,10834-0,, +20,2021-09-01,10834-0,,ambulatory +20,2021-09-01,10834-0,cumulus__missing-or-null, +20,2021-09-01,10834-0,cumulus__missing-or-null,ambulatory 20,2021-08-01,,Urine protein test = +++ (finding), 20,2021-08-01,,Urine ketone test = +++ (finding), 20,2021-08-01,2514-8,Urine ketone test = +++ (finding), 20,2021-08-01,20454-5,Urine protein test = +++ (finding), -20,2020-08-01,,Urine ketone test = ++ (finding),AMB -20,2020-08-01,2514-8,Urine ketone test = ++ (finding),AMB +20,2021-05-01,14959-1,, +20,2021-05-01,14959-1,cumulus__missing-or-null, +20,2021-04-01,789-8,,ambulatory +20,2021-04-01,789-8,cumulus__missing-or-null,ambulatory +20,2021-04-01,787-2,,ambulatory +20,2021-04-01,787-2,cumulus__missing-or-null,ambulatory +20,2021-04-01,786-4,,ambulatory +20,2021-04-01,786-4,cumulus__missing-or-null,ambulatory +20,2021-04-01,785-6,,ambulatory +20,2021-04-01,785-6,cumulus__missing-or-null,ambulatory +20,2021-04-01,777-3,,ambulatory +20,2021-04-01,777-3,cumulus__missing-or-null,ambulatory +20,2021-04-01,718-7,,ambulatory +20,2021-04-01,718-7,cumulus__missing-or-null,ambulatory +20,2021-04-01,6690-2,,ambulatory +20,2021-04-01,6690-2,cumulus__missing-or-null,ambulatory +20,2021-04-01,4544-3,,ambulatory +20,2021-04-01,4544-3,cumulus__missing-or-null,ambulatory +20,2021-03-01,76504-0,, +20,2021-03-01,76504-0,cumulus__missing-or-null, +20,2021-01-01,82667-7,,ambulatory +20,2021-01-01,82667-7,cumulus__missing-or-null,ambulatory +20,2021-01-01,6768-6,,ambulatory +20,2021-01-01,6768-6,cumulus__missing-or-null,ambulatory +20,2021-01-01,59576-9,, +20,2021-01-01,59576-9,,ambulatory +20,2021-01-01,59576-9,cumulus__missing-or-null, +20,2021-01-01,59576-9,cumulus__missing-or-null,ambulatory +20,2021-01-01,4544-3,,ambulatory +20,2021-01-01,4544-3,cumulus__missing-or-null,ambulatory +20,2021-01-01,2885-2,,ambulatory +20,2021-01-01,2885-2,cumulus__missing-or-null,ambulatory +20,2021-01-01,1975-2,,ambulatory +20,2021-01-01,1975-2,cumulus__missing-or-null,ambulatory +20,2021-01-01,1920-8,,ambulatory +20,2021-01-01,1920-8,cumulus__missing-or-null,ambulatory +20,2021-01-01,1751-7,,ambulatory +20,2021-01-01,1751-7,cumulus__missing-or-null,ambulatory +20,2021-01-01,1742-6,,ambulatory +20,2021-01-01,1742-6,cumulus__missing-or-null,ambulatory +20,2020-12-01,75626-2,, +20,2020-12-01,75626-2,,ambulatory +20,2020-12-01,75626-2,cumulus__missing-or-null, +20,2020-12-01,75626-2,cumulus__missing-or-null,ambulatory +20,2020-11-01,59408-5,,ambulatory +20,2020-11-01,59408-5,cumulus__missing-or-null,ambulatory +20,2020-11-01,2708-6,,ambulatory +20,2020-11-01,2708-6,cumulus__missing-or-null,ambulatory +20,2020-09-01,59461-4,,ambulatory +20,2020-09-01,59460-6,,ambulatory +20,2020-09-01,59460-6,cumulus__missing-or-null,ambulatory +20,2020-09-01,4544-3,,ambulatory +20,2020-09-01,4544-3,cumulus__missing-or-null,ambulatory +20,2020-08-01,,Urine ketone test = ++ (finding),ambulatory +20,2020-08-01,32623-1,, +20,2020-08-01,32623-1,,ambulatory +20,2020-08-01,32623-1,cumulus__missing-or-null, +20,2020-08-01,32623-1,cumulus__missing-or-null,ambulatory +20,2020-08-01,32207-3,, +20,2020-08-01,32207-3,,ambulatory +20,2020-08-01,32207-3,cumulus__missing-or-null, +20,2020-08-01,32207-3,cumulus__missing-or-null,ambulatory +20,2020-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +20,2020-08-01,21000-5,, +20,2020-08-01,21000-5,,ambulatory +20,2020-08-01,21000-5,cumulus__missing-or-null, +20,2020-08-01,21000-5,cumulus__missing-or-null,ambulatory +20,2020-07-01,8331-1,, +20,2020-07-01,8331-1,,ambulatory +20,2020-07-01,8331-1,cumulus__missing-or-null, +20,2020-07-01,8331-1,cumulus__missing-or-null,ambulatory +20,2020-07-01,8310-5,, +20,2020-07-01,8310-5,,ambulatory +20,2020-07-01,8310-5,cumulus__missing-or-null, +20,2020-07-01,8310-5,cumulus__missing-or-null,ambulatory +20,2020-04-01,82667-7,, +20,2020-04-01,82667-7,cumulus__missing-or-null, +20,2020-04-01,75626-2,, +20,2020-04-01,75626-2,,ambulatory +20,2020-04-01,75626-2,cumulus__missing-or-null, +20,2020-04-01,75626-2,cumulus__missing-or-null,ambulatory +20,2020-02-01,14959-1,, +20,2020-02-01,14959-1,,ambulatory +20,2020-02-01,14959-1,cumulus__missing-or-null, +20,2020-02-01,14959-1,cumulus__missing-or-null,ambulatory +20,2019-11-01,82667-7,, +20,2019-11-01,82667-7,,ambulatory +20,2019-11-01,82667-7,cumulus__missing-or-null, +20,2019-11-01,82667-7,cumulus__missing-or-null,ambulatory +20,2019-10-01,59461-4,, +20,2019-10-01,59461-4,,ambulatory +20,2019-10-01,59460-6,, +20,2019-10-01,59460-6,,ambulatory +20,2019-10-01,59460-6,cumulus__missing-or-null, +20,2019-10-01,59460-6,cumulus__missing-or-null,ambulatory +20,2019-08-01,59461-4,, +20,2019-08-01,59460-6,, +20,2019-08-01,59460-6,cumulus__missing-or-null, +20,2019-08-01,14959-1,,ambulatory +20,2019-08-01,14959-1,cumulus__missing-or-null,ambulatory +20,2019-06-01,789-8,, +20,2019-06-01,789-8,cumulus__missing-or-null, +20,2019-06-01,787-2,, +20,2019-06-01,787-2,cumulus__missing-or-null, +20,2019-06-01,786-4,, +20,2019-06-01,786-4,cumulus__missing-or-null, +20,2019-06-01,785-6,, +20,2019-06-01,785-6,cumulus__missing-or-null, +20,2019-06-01,777-3,, +20,2019-06-01,777-3,cumulus__missing-or-null, +20,2019-06-01,718-7,, +20,2019-06-01,718-7,cumulus__missing-or-null, +20,2019-06-01,6690-2,, +20,2019-06-01,6690-2,cumulus__missing-or-null, +20,2019-06-01,4544-3,, +20,2019-06-01,4544-3,cumulus__missing-or-null, +20,2019-05-01,789-8,, +20,2019-05-01,789-8,,ambulatory +20,2019-05-01,789-8,cumulus__missing-or-null, +20,2019-05-01,789-8,cumulus__missing-or-null,ambulatory +20,2019-05-01,787-2,, +20,2019-05-01,787-2,,ambulatory +20,2019-05-01,787-2,cumulus__missing-or-null, +20,2019-05-01,787-2,cumulus__missing-or-null,ambulatory +20,2019-05-01,786-4,, +20,2019-05-01,786-4,,ambulatory +20,2019-05-01,786-4,cumulus__missing-or-null, +20,2019-05-01,786-4,cumulus__missing-or-null,ambulatory +20,2019-05-01,785-6,, +20,2019-05-01,785-6,,ambulatory +20,2019-05-01,785-6,cumulus__missing-or-null, +20,2019-05-01,785-6,cumulus__missing-or-null,ambulatory +20,2019-05-01,777-3,, +20,2019-05-01,777-3,,ambulatory +20,2019-05-01,777-3,cumulus__missing-or-null, +20,2019-05-01,777-3,cumulus__missing-or-null,ambulatory +20,2019-05-01,75626-2,, +20,2019-05-01,75626-2,cumulus__missing-or-null, +20,2019-05-01,718-7,, +20,2019-05-01,718-7,,ambulatory +20,2019-05-01,718-7,cumulus__missing-or-null, +20,2019-05-01,718-7,cumulus__missing-or-null,ambulatory +20,2019-05-01,6690-2,, +20,2019-05-01,6690-2,,ambulatory +20,2019-05-01,6690-2,cumulus__missing-or-null, +20,2019-05-01,6690-2,cumulus__missing-or-null,ambulatory +20,2019-05-01,32623-1,, +20,2019-05-01,32623-1,,ambulatory +20,2019-05-01,32623-1,cumulus__missing-or-null, +20,2019-05-01,32623-1,cumulus__missing-or-null,ambulatory +20,2019-05-01,32207-3,, +20,2019-05-01,32207-3,,ambulatory +20,2019-05-01,32207-3,cumulus__missing-or-null, +20,2019-05-01,32207-3,cumulus__missing-or-null,ambulatory +20,2019-05-01,21000-5,, +20,2019-05-01,21000-5,,ambulatory +20,2019-05-01,21000-5,cumulus__missing-or-null, +20,2019-05-01,21000-5,cumulus__missing-or-null,ambulatory +20,2019-04-01,76504-0,, +20,2019-04-01,76504-0,cumulus__missing-or-null, 20,2019-03-01,,Urine ketone test = + (finding), 20,2019-03-01,2514-8,Urine ketone test = + (finding), +20,2019-01-01,10834-0,, +20,2019-01-01,10834-0,,ambulatory +20,2019-01-01,10834-0,cumulus__missing-or-null, +20,2019-01-01,10834-0,cumulus__missing-or-null,ambulatory +20,2018-12-01,789-8,, +20,2018-12-01,789-8,cumulus__missing-or-null, +20,2018-12-01,787-2,, +20,2018-12-01,787-2,cumulus__missing-or-null, +20,2018-12-01,786-4,, +20,2018-12-01,786-4,cumulus__missing-or-null, +20,2018-12-01,785-6,, +20,2018-12-01,785-6,cumulus__missing-or-null, +20,2018-12-01,777-3,, +20,2018-12-01,777-3,cumulus__missing-or-null, +20,2018-12-01,75626-2,,ambulatory +20,2018-12-01,75626-2,cumulus__missing-or-null,ambulatory +20,2018-12-01,718-7,, +20,2018-12-01,718-7,cumulus__missing-or-null, +20,2018-12-01,6690-2,, +20,2018-12-01,6690-2,cumulus__missing-or-null, +20,2018-12-01,4544-3,, +20,2018-12-01,4544-3,cumulus__missing-or-null, +20,2018-11-01,789-8,, +20,2018-11-01,789-8,cumulus__missing-or-null, +20,2018-11-01,787-2,, +20,2018-11-01,787-2,cumulus__missing-or-null, +20,2018-11-01,786-4,, +20,2018-11-01,786-4,cumulus__missing-or-null, +20,2018-11-01,785-6,, +20,2018-11-01,785-6,cumulus__missing-or-null, +20,2018-11-01,777-3,, +20,2018-11-01,777-3,cumulus__missing-or-null, +20,2018-11-01,718-7,, +20,2018-11-01,718-7,cumulus__missing-or-null, +20,2018-11-01,6690-2,, +20,2018-11-01,6690-2,cumulus__missing-or-null, +20,2018-11-01,4544-3,, +20,2018-11-01,4544-3,cumulus__missing-or-null, +20,2018-10-01,789-8,,ambulatory +20,2018-10-01,789-8,cumulus__missing-or-null,ambulatory +20,2018-10-01,787-2,,ambulatory +20,2018-10-01,787-2,cumulus__missing-or-null,ambulatory +20,2018-10-01,786-4,,ambulatory +20,2018-10-01,786-4,cumulus__missing-or-null,ambulatory +20,2018-10-01,785-6,,ambulatory +20,2018-10-01,785-6,cumulus__missing-or-null,ambulatory +20,2018-10-01,777-3,,ambulatory +20,2018-10-01,777-3,cumulus__missing-or-null,ambulatory +20,2018-10-01,76504-0,,ambulatory +20,2018-10-01,76504-0,cumulus__missing-or-null,ambulatory +20,2018-10-01,718-7,,ambulatory +20,2018-10-01,718-7,cumulus__missing-or-null,ambulatory +20,2018-10-01,6690-2,,ambulatory +20,2018-10-01,6690-2,cumulus__missing-or-null,ambulatory +20,2018-10-01,59576-9,, +20,2018-10-01,59576-9,,ambulatory +20,2018-10-01,59576-9,cumulus__missing-or-null, +20,2018-10-01,59576-9,cumulus__missing-or-null,ambulatory +20,2018-10-01,4544-3,,ambulatory +20,2018-10-01,4544-3,cumulus__missing-or-null,ambulatory +20,2018-10-01,32623-1,, +20,2018-10-01,32623-1,,ambulatory +20,2018-10-01,32623-1,cumulus__missing-or-null, +20,2018-10-01,32623-1,cumulus__missing-or-null,ambulatory +20,2018-10-01,32207-3,, +20,2018-10-01,32207-3,,ambulatory +20,2018-10-01,32207-3,cumulus__missing-or-null, +20,2018-10-01,32207-3,cumulus__missing-or-null,ambulatory +20,2018-10-01,21000-5,, +20,2018-10-01,21000-5,,ambulatory +20,2018-10-01,21000-5,cumulus__missing-or-null, +20,2018-10-01,21000-5,cumulus__missing-or-null,ambulatory +20,2018-08-01,14959-1,, +20,2018-08-01,14959-1,cumulus__missing-or-null, 20,2018-07-01,,Urine protein test = +++ (finding), -20,2018-07-01,,Urine protein test = +++ (finding),AMB +20,2018-07-01,,Urine protein test = +++ (finding),ambulatory 20,2018-07-01,,Urine ketone test = +++ (finding), -20,2018-07-01,,Urine ketone test = +++ (finding),AMB +20,2018-07-01,,Urine ketone test = +++ (finding),ambulatory 20,2018-07-01,2514-8,Urine ketone test = +++ (finding), -20,2018-07-01,2514-8,Urine ketone test = +++ (finding),AMB +20,2018-07-01,2514-8,Urine ketone test = +++ (finding),ambulatory 20,2018-07-01,20454-5,Urine protein test = +++ (finding), -20,2018-07-01,20454-5,Urine protein test = +++ (finding),AMB -20,2018-01-01,,Urine ketone test = ++ (finding),AMB -20,2018-01-01,2514-8,Urine ketone test = ++ (finding),AMB +20,2018-07-01,20454-5,Urine protein test = +++ (finding),ambulatory +20,2018-06-01,59461-4,, +20,2018-06-01,59460-6,, +20,2018-06-01,59460-6,cumulus__missing-or-null, +20,2018-05-01,14959-1,, +20,2018-05-01,14959-1,cumulus__missing-or-null, +20,2018-04-01,,Ex-smoker (finding), +20,2018-04-01,82667-7,,ambulatory +20,2018-04-01,82667-7,cumulus__missing-or-null,ambulatory +20,2018-04-01,72166-2,Ex-smoker (finding), +20,2018-04-01,14959-1,, +20,2018-04-01,14959-1,cumulus__missing-or-null, +20,2018-02-01,82667-7,,ambulatory +20,2018-02-01,82667-7,cumulus__missing-or-null,ambulatory +20,2018-02-01,59461-4,,ambulatory +20,2018-02-01,59460-6,,ambulatory +20,2018-02-01,59460-6,cumulus__missing-or-null,ambulatory +20,2018-01-01,,Urine ketone test = ++ (finding),ambulatory +20,2018-01-01,59461-4,, +20,2018-01-01,59460-6,, +20,2018-01-01,59460-6,cumulus__missing-or-null, +20,2018-01-01,2514-8,Urine ketone test = ++ (finding),ambulatory +20,2017-11-01,82667-7,,ambulatory +20,2017-11-01,82667-7,cumulus__missing-or-null,ambulatory +20,2017-10-01,76504-0,, +20,2017-10-01,76504-0,,ambulatory +20,2017-10-01,76504-0,cumulus__missing-or-null, +20,2017-10-01,76504-0,cumulus__missing-or-null,ambulatory +20,2017-10-01,4544-3,, +20,2017-10-01,4544-3,,ambulatory +20,2017-10-01,4544-3,cumulus__missing-or-null, +20,2017-10-01,4544-3,cumulus__missing-or-null,ambulatory +20,2017-10-01,32623-1,, +20,2017-10-01,32623-1,,ambulatory +20,2017-10-01,32623-1,cumulus__missing-or-null, +20,2017-10-01,32623-1,cumulus__missing-or-null,ambulatory +20,2017-10-01,32207-3,, +20,2017-10-01,32207-3,,ambulatory +20,2017-10-01,32207-3,cumulus__missing-or-null, +20,2017-10-01,32207-3,cumulus__missing-or-null,ambulatory +20,2017-10-01,21000-5,, +20,2017-10-01,21000-5,,ambulatory +20,2017-10-01,21000-5,cumulus__missing-or-null, +20,2017-10-01,21000-5,cumulus__missing-or-null,ambulatory +20,2017-09-01,75626-2,, +20,2017-09-01,75626-2,,ambulatory +20,2017-09-01,75626-2,cumulus__missing-or-null, +20,2017-09-01,75626-2,cumulus__missing-or-null,ambulatory +20,2017-09-01,14959-1,, +20,2017-09-01,14959-1,cumulus__missing-or-null, +20,2017-08-01,9843-4,, +20,2017-08-01,9843-4,,ambulatory +20,2017-08-01,9843-4,cumulus__missing-or-null, +20,2017-08-01,9843-4,cumulus__missing-or-null,ambulatory +20,2017-08-01,8289-1,, +20,2017-08-01,8289-1,,ambulatory +20,2017-08-01,8289-1,cumulus__missing-or-null, +20,2017-08-01,8289-1,cumulus__missing-or-null,ambulatory +20,2017-08-01,77606-2,, +20,2017-08-01,77606-2,,ambulatory +20,2017-08-01,77606-2,cumulus__missing-or-null, +20,2017-08-01,77606-2,cumulus__missing-or-null,ambulatory +20,2017-06-01,75626-2,, +20,2017-06-01,75626-2,cumulus__missing-or-null, +20,2017-05-01,76504-0,,ambulatory +20,2017-05-01,76504-0,cumulus__missing-or-null,ambulatory +20,2017-04-01,82667-7,, +20,2017-04-01,82667-7,cumulus__missing-or-null, +20,2017-03-01,789-8,, +20,2017-03-01,789-8,,ambulatory +20,2017-03-01,789-8,cumulus__missing-or-null, +20,2017-03-01,789-8,cumulus__missing-or-null,ambulatory +20,2017-03-01,787-2,, +20,2017-03-01,787-2,,ambulatory +20,2017-03-01,787-2,cumulus__missing-or-null, +20,2017-03-01,787-2,cumulus__missing-or-null,ambulatory +20,2017-03-01,786-4,, +20,2017-03-01,786-4,,ambulatory +20,2017-03-01,786-4,cumulus__missing-or-null, +20,2017-03-01,786-4,cumulus__missing-or-null,ambulatory +20,2017-03-01,785-6,, +20,2017-03-01,785-6,,ambulatory +20,2017-03-01,785-6,cumulus__missing-or-null, +20,2017-03-01,785-6,cumulus__missing-or-null,ambulatory +20,2017-03-01,777-3,, +20,2017-03-01,777-3,,ambulatory +20,2017-03-01,777-3,cumulus__missing-or-null, +20,2017-03-01,777-3,cumulus__missing-or-null,ambulatory +20,2017-03-01,718-7,, +20,2017-03-01,718-7,,ambulatory +20,2017-03-01,718-7,cumulus__missing-or-null, +20,2017-03-01,718-7,cumulus__missing-or-null,ambulatory +20,2017-03-01,6690-2,, +20,2017-03-01,6690-2,,ambulatory +20,2017-03-01,6690-2,cumulus__missing-or-null, +20,2017-03-01,6690-2,cumulus__missing-or-null,ambulatory +20,2017-03-01,4544-3,, +20,2017-03-01,4544-3,,ambulatory +20,2017-03-01,4544-3,cumulus__missing-or-null, +20,2017-03-01,4544-3,cumulus__missing-or-null,ambulatory +20,2017-03-01,32623-1,, +20,2017-03-01,32623-1,,ambulatory +20,2017-03-01,32623-1,cumulus__missing-or-null, +20,2017-03-01,32623-1,cumulus__missing-or-null,ambulatory +20,2017-03-01,32207-3,, +20,2017-03-01,32207-3,,ambulatory +20,2017-03-01,32207-3,cumulus__missing-or-null, +20,2017-03-01,32207-3,cumulus__missing-or-null,ambulatory +20,2017-03-01,21000-5,, +20,2017-03-01,21000-5,,ambulatory +20,2017-03-01,21000-5,cumulus__missing-or-null, +20,2017-03-01,21000-5,cumulus__missing-or-null,ambulatory +20,2017-01-01,14959-1,,ambulatory +20,2017-01-01,14959-1,cumulus__missing-or-null,ambulatory 20,2016-10-01,,Urine ketone test = ++ (finding), 20,2016-10-01,2514-8,Urine ketone test = ++ (finding), -19,2023-02-01,,Urine ketone test = ++ (finding),AMB -19,2023-02-01,2514-8,Urine ketone test = ++ (finding),AMB -19,2022-11-01,,Urine ketone test = ++ (finding),AMB +20,2016-10-01,14959-1,, +20,2016-10-01,14959-1,cumulus__missing-or-null, +20,2016-06-01,82667-7,, +20,2016-06-01,82667-7,,ambulatory +20,2016-06-01,82667-7,cumulus__missing-or-null, +20,2016-06-01,82667-7,cumulus__missing-or-null,ambulatory +20,2016-06-01,789-8,, +20,2016-06-01,789-8,cumulus__missing-or-null, +20,2016-06-01,787-2,, +20,2016-06-01,787-2,cumulus__missing-or-null, +20,2016-06-01,786-4,, +20,2016-06-01,786-4,cumulus__missing-or-null, +20,2016-06-01,785-6,, +20,2016-06-01,785-6,cumulus__missing-or-null, +20,2016-06-01,777-3,, +20,2016-06-01,777-3,cumulus__missing-or-null, +20,2016-06-01,718-7,, +20,2016-06-01,718-7,cumulus__missing-or-null, +20,2016-06-01,6690-2,, +20,2016-06-01,6690-2,cumulus__missing-or-null, +19,,5811-5,,inpatient encounter +19,,5811-5,cumulus__missing-or-null,inpatient encounter +19,,5803-2,,inpatient encounter +19,,5803-2,cumulus__missing-or-null,inpatient encounter +19,,5802-4,,inpatient encounter +19,,5799-2,,inpatient encounter +19,,5794-3,,inpatient encounter +19,,5770-3,,inpatient encounter +19,,25428-4,,inpatient encounter +19,,2514-8,,inpatient encounter +19,,20454-5,,inpatient encounter +19,2023-03-01,6768-6,, +19,2023-03-01,6768-6,,ambulatory +19,2023-03-01,6768-6,cumulus__missing-or-null, +19,2023-03-01,6768-6,cumulus__missing-or-null,ambulatory +19,2023-03-01,2885-2,, +19,2023-03-01,2885-2,,ambulatory +19,2023-03-01,2885-2,cumulus__missing-or-null, +19,2023-03-01,2885-2,cumulus__missing-or-null,ambulatory +19,2023-03-01,1975-2,, +19,2023-03-01,1975-2,,ambulatory +19,2023-03-01,1975-2,cumulus__missing-or-null, +19,2023-03-01,1975-2,cumulus__missing-or-null,ambulatory +19,2023-03-01,1920-8,, +19,2023-03-01,1920-8,,ambulatory +19,2023-03-01,1920-8,cumulus__missing-or-null, +19,2023-03-01,1920-8,cumulus__missing-or-null,ambulatory +19,2023-03-01,1751-7,, +19,2023-03-01,1751-7,,ambulatory +19,2023-03-01,1751-7,cumulus__missing-or-null, +19,2023-03-01,1751-7,cumulus__missing-or-null,ambulatory +19,2023-03-01,1742-6,, +19,2023-03-01,1742-6,,ambulatory +19,2023-03-01,1742-6,cumulus__missing-or-null, +19,2023-03-01,1742-6,cumulus__missing-or-null,ambulatory +19,2023-03-01,10834-0,, +19,2023-03-01,10834-0,,ambulatory +19,2023-03-01,10834-0,cumulus__missing-or-null, +19,2023-03-01,10834-0,cumulus__missing-or-null,ambulatory +19,2023-02-01,,Urine ketone test = ++ (finding),ambulatory +19,2023-02-01,2514-8,Urine ketone test = ++ (finding),ambulatory +19,2022-12-01,14959-1,, +19,2022-12-01,14959-1,cumulus__missing-or-null, +19,2022-11-01,,Urine ketone test = ++ (finding),ambulatory 19,2022-11-01,,Urine ketone test = + (finding), -19,2022-11-01,2514-8,Urine ketone test = ++ (finding),AMB +19,2022-11-01,76504-0,, +19,2022-11-01,76504-0,cumulus__missing-or-null, +19,2022-11-01,2514-8,Urine ketone test = ++ (finding),ambulatory 19,2022-11-01,2514-8,Urine ketone test = + (finding), 19,2022-10-01,,Urine ketone test = + (finding), -19,2022-10-01,,Urine ketone test = + (finding),AMB +19,2022-10-01,,Urine ketone test = + (finding),ambulatory +19,2022-10-01,789-8,,ambulatory +19,2022-10-01,789-8,cumulus__missing-or-null,ambulatory +19,2022-10-01,787-2,,ambulatory +19,2022-10-01,787-2,cumulus__missing-or-null,ambulatory +19,2022-10-01,786-4,,ambulatory +19,2022-10-01,786-4,cumulus__missing-or-null,ambulatory +19,2022-10-01,785-6,,ambulatory +19,2022-10-01,785-6,cumulus__missing-or-null,ambulatory +19,2022-10-01,777-3,,ambulatory +19,2022-10-01,777-3,cumulus__missing-or-null,ambulatory +19,2022-10-01,718-7,,ambulatory +19,2022-10-01,718-7,cumulus__missing-or-null,ambulatory +19,2022-10-01,6690-2,,ambulatory +19,2022-10-01,6690-2,cumulus__missing-or-null,ambulatory +19,2022-10-01,4544-3,,ambulatory +19,2022-10-01,4544-3,cumulus__missing-or-null,ambulatory +19,2022-10-01,32623-1,,ambulatory +19,2022-10-01,32623-1,cumulus__missing-or-null,ambulatory +19,2022-10-01,32207-3,,ambulatory +19,2022-10-01,32207-3,cumulus__missing-or-null,ambulatory 19,2022-10-01,2514-8,Urine ketone test = + (finding), -19,2022-10-01,2514-8,Urine ketone test = + (finding),AMB +19,2022-10-01,2514-8,Urine ketone test = + (finding),ambulatory +19,2022-10-01,21000-5,,ambulatory +19,2022-10-01,21000-5,cumulus__missing-or-null,ambulatory 19,2022-09-01,,Urine ketone test = + (finding), -19,2022-09-01,,Urine ketone test = + (finding),AMB +19,2022-09-01,,Urine ketone test = + (finding),ambulatory +19,2022-09-01,76504-0,, +19,2022-09-01,76504-0,cumulus__missing-or-null, 19,2022-09-01,2514-8,Urine ketone test = + (finding), -19,2022-09-01,2514-8,Urine ketone test = + (finding),AMB +19,2022-09-01,2514-8,Urine ketone test = + (finding),ambulatory 19,2022-08-01,,Urine ketone test = ++ (finding), +19,2022-08-01,59461-4,,ambulatory +19,2022-08-01,59460-6,,ambulatory +19,2022-08-01,59460-6,cumulus__missing-or-null,ambulatory 19,2022-08-01,2514-8,Urine ketone test = ++ (finding), +19,2022-08-01,14959-1,, +19,2022-08-01,14959-1,cumulus__missing-or-null, 19,2022-07-01,,Urine ketone test = + (finding), -19,2022-07-01,,Urine ketone test = + (finding),AMB +19,2022-07-01,,Urine ketone test = + (finding),ambulatory +19,2022-07-01,59461-4,, +19,2022-07-01,59460-6,, +19,2022-07-01,59460-6,cumulus__missing-or-null, 19,2022-07-01,2514-8,Urine ketone test = + (finding), -19,2022-07-01,2514-8,Urine ketone test = + (finding),AMB +19,2022-07-01,2514-8,Urine ketone test = + (finding),ambulatory 19,2022-06-01,,Urine ketone test = + (finding), +19,2022-06-01,32623-1,, +19,2022-06-01,32623-1,,ambulatory +19,2022-06-01,32623-1,cumulus__missing-or-null, +19,2022-06-01,32623-1,cumulus__missing-or-null,ambulatory +19,2022-06-01,32207-3,, +19,2022-06-01,32207-3,,ambulatory +19,2022-06-01,32207-3,cumulus__missing-or-null, +19,2022-06-01,32207-3,cumulus__missing-or-null,ambulatory 19,2022-06-01,2514-8,Urine ketone test = + (finding), +19,2022-06-01,21000-5,, +19,2022-06-01,21000-5,,ambulatory +19,2022-06-01,21000-5,cumulus__missing-or-null, +19,2022-06-01,21000-5,cumulus__missing-or-null,ambulatory +19,2022-05-01,,Ex-smoker (finding), +19,2022-05-01,72166-2,Ex-smoker (finding), +19,2022-05-01,14959-1,,ambulatory +19,2022-05-01,14959-1,cumulus__missing-or-null,ambulatory +19,2022-04-01,14959-1,, +19,2022-04-01,14959-1,cumulus__missing-or-null, 19,2022-03-01,,Urine protein test = +++ (finding), -19,2022-03-01,,Urine protein test = +++ (finding),AMB +19,2022-03-01,,Urine protein test = +++ (finding),ambulatory 19,2022-03-01,,Urine ketone test = +++ (finding), -19,2022-03-01,,Urine ketone test = +++ (finding),AMB +19,2022-03-01,,Urine ketone test = +++ (finding),ambulatory +19,2022-03-01,789-8,, +19,2022-03-01,789-8,,ambulatory +19,2022-03-01,789-8,cumulus__missing-or-null, +19,2022-03-01,789-8,cumulus__missing-or-null,ambulatory +19,2022-03-01,787-2,, +19,2022-03-01,787-2,,ambulatory +19,2022-03-01,787-2,cumulus__missing-or-null, +19,2022-03-01,787-2,cumulus__missing-or-null,ambulatory +19,2022-03-01,786-4,, +19,2022-03-01,786-4,,ambulatory +19,2022-03-01,786-4,cumulus__missing-or-null, +19,2022-03-01,786-4,cumulus__missing-or-null,ambulatory +19,2022-03-01,785-6,, +19,2022-03-01,785-6,,ambulatory +19,2022-03-01,785-6,cumulus__missing-or-null, +19,2022-03-01,785-6,cumulus__missing-or-null,ambulatory +19,2022-03-01,777-3,, +19,2022-03-01,777-3,,ambulatory +19,2022-03-01,777-3,cumulus__missing-or-null, +19,2022-03-01,777-3,cumulus__missing-or-null,ambulatory +19,2022-03-01,6690-2,, +19,2022-03-01,6690-2,,ambulatory +19,2022-03-01,6690-2,cumulus__missing-or-null, +19,2022-03-01,6690-2,cumulus__missing-or-null,ambulatory +19,2022-03-01,32623-1,, +19,2022-03-01,32623-1,,ambulatory +19,2022-03-01,32623-1,cumulus__missing-or-null, +19,2022-03-01,32623-1,cumulus__missing-or-null,ambulatory +19,2022-03-01,32207-3,, +19,2022-03-01,32207-3,,ambulatory +19,2022-03-01,32207-3,cumulus__missing-or-null, +19,2022-03-01,32207-3,cumulus__missing-or-null,ambulatory 19,2022-03-01,2514-8,Urine ketone test = +++ (finding), -19,2022-03-01,2514-8,Urine ketone test = +++ (finding),AMB +19,2022-03-01,2514-8,Urine ketone test = +++ (finding),ambulatory +19,2022-03-01,21000-5,, +19,2022-03-01,21000-5,,ambulatory +19,2022-03-01,21000-5,cumulus__missing-or-null, +19,2022-03-01,21000-5,cumulus__missing-or-null,ambulatory 19,2022-03-01,20454-5,Urine protein test = +++ (finding), -19,2022-03-01,20454-5,Urine protein test = +++ (finding),AMB +19,2022-03-01,20454-5,Urine protein test = +++ (finding),ambulatory +19,2022-01-01,9843-4,, +19,2022-01-01,9843-4,,ambulatory +19,2022-01-01,9843-4,cumulus__missing-or-null, +19,2022-01-01,9843-4,cumulus__missing-or-null,ambulatory +19,2022-01-01,8289-1,, +19,2022-01-01,8289-1,,ambulatory +19,2022-01-01,8289-1,cumulus__missing-or-null, +19,2022-01-01,8289-1,cumulus__missing-or-null,ambulatory +19,2022-01-01,77606-2,, +19,2022-01-01,77606-2,,ambulatory +19,2022-01-01,77606-2,cumulus__missing-or-null, +19,2022-01-01,77606-2,cumulus__missing-or-null,ambulatory +19,2022-01-01,6768-6,,ambulatory +19,2022-01-01,6768-6,cumulus__missing-or-null,ambulatory +19,2022-01-01,2885-2,,ambulatory +19,2022-01-01,2885-2,cumulus__missing-or-null,ambulatory +19,2022-01-01,1975-2,,ambulatory +19,2022-01-01,1975-2,cumulus__missing-or-null,ambulatory +19,2022-01-01,1920-8,,ambulatory +19,2022-01-01,1920-8,cumulus__missing-or-null,ambulatory +19,2022-01-01,1751-7,,ambulatory +19,2022-01-01,1751-7,cumulus__missing-or-null,ambulatory +19,2022-01-01,1742-6,,ambulatory +19,2022-01-01,1742-6,cumulus__missing-or-null,ambulatory +19,2022-01-01,10834-0,, +19,2022-01-01,10834-0,,ambulatory +19,2022-01-01,10834-0,cumulus__missing-or-null, +19,2022-01-01,10834-0,cumulus__missing-or-null,ambulatory +19,2021-12-01,6768-6,, +19,2021-12-01,6768-6,,ambulatory +19,2021-12-01,6768-6,cumulus__missing-or-null, +19,2021-12-01,6768-6,cumulus__missing-or-null,ambulatory +19,2021-12-01,2885-2,, +19,2021-12-01,2885-2,,ambulatory +19,2021-12-01,2885-2,cumulus__missing-or-null, +19,2021-12-01,2885-2,cumulus__missing-or-null,ambulatory +19,2021-12-01,1975-2,, +19,2021-12-01,1975-2,,ambulatory +19,2021-12-01,1975-2,cumulus__missing-or-null, +19,2021-12-01,1975-2,cumulus__missing-or-null,ambulatory +19,2021-12-01,1920-8,, +19,2021-12-01,1920-8,,ambulatory +19,2021-12-01,1920-8,cumulus__missing-or-null, +19,2021-12-01,1920-8,cumulus__missing-or-null,ambulatory +19,2021-12-01,1751-7,, +19,2021-12-01,1751-7,,ambulatory +19,2021-12-01,1751-7,cumulus__missing-or-null, +19,2021-12-01,1751-7,cumulus__missing-or-null,ambulatory +19,2021-12-01,1742-6,, +19,2021-12-01,1742-6,,ambulatory +19,2021-12-01,1742-6,cumulus__missing-or-null, +19,2021-12-01,1742-6,cumulus__missing-or-null,ambulatory +19,2021-12-01,10834-0,, +19,2021-12-01,10834-0,,ambulatory +19,2021-12-01,10834-0,cumulus__missing-or-null, +19,2021-12-01,10834-0,cumulus__missing-or-null,ambulatory +19,2021-11-01,76504-0,,ambulatory +19,2021-11-01,76504-0,cumulus__missing-or-null,ambulatory +19,2021-11-01,6768-6,, +19,2021-11-01,6768-6,,ambulatory +19,2021-11-01,6768-6,cumulus__missing-or-null, +19,2021-11-01,6768-6,cumulus__missing-or-null,ambulatory +19,2021-11-01,2885-2,, +19,2021-11-01,2885-2,,ambulatory +19,2021-11-01,2885-2,cumulus__missing-or-null, +19,2021-11-01,2885-2,cumulus__missing-or-null,ambulatory +19,2021-11-01,1975-2,, +19,2021-11-01,1975-2,,ambulatory +19,2021-11-01,1975-2,cumulus__missing-or-null, +19,2021-11-01,1975-2,cumulus__missing-or-null,ambulatory +19,2021-11-01,1920-8,, +19,2021-11-01,1920-8,,ambulatory +19,2021-11-01,1920-8,cumulus__missing-or-null, +19,2021-11-01,1920-8,cumulus__missing-or-null,ambulatory +19,2021-11-01,1751-7,, +19,2021-11-01,1751-7,,ambulatory +19,2021-11-01,1751-7,cumulus__missing-or-null, +19,2021-11-01,1751-7,cumulus__missing-or-null,ambulatory +19,2021-11-01,1742-6,, +19,2021-11-01,1742-6,,ambulatory +19,2021-11-01,1742-6,cumulus__missing-or-null, +19,2021-11-01,1742-6,cumulus__missing-or-null,ambulatory +19,2021-11-01,14959-1,,ambulatory +19,2021-11-01,14959-1,cumulus__missing-or-null,ambulatory +19,2021-11-01,10834-0,, +19,2021-11-01,10834-0,,ambulatory +19,2021-11-01,10834-0,cumulus__missing-or-null, +19,2021-11-01,10834-0,cumulus__missing-or-null,ambulatory 19,2021-10-01,,Urine ketone test = + (finding), -19,2021-10-01,,Urine ketone test = + (finding),AMB +19,2021-10-01,,Urine ketone test = + (finding),ambulatory 19,2021-10-01,2514-8,Urine ketone test = + (finding), -19,2021-10-01,2514-8,Urine ketone test = + (finding),AMB -19,2021-08-01,,Urine ketone test = + (finding),AMB -19,2021-08-01,2514-8,Urine ketone test = + (finding),AMB +19,2021-10-01,2514-8,Urine ketone test = + (finding),ambulatory +19,2021-08-01,,Urine ketone test = + (finding),ambulatory +19,2021-08-01,2514-8,Urine ketone test = + (finding),ambulatory 19,2021-07-01,,Urine ketone test = + (finding), -19,2021-07-01,,Urine ketone test = + (finding),AMB +19,2021-07-01,,Urine ketone test = + (finding),ambulatory 19,2021-07-01,2514-8,Urine ketone test = + (finding), -19,2021-07-01,2514-8,Urine ketone test = + (finding),AMB +19,2021-07-01,2514-8,Urine ketone test = + (finding),ambulatory +19,2021-05-01,718-7,, +19,2021-05-01,718-7,,ambulatory +19,2021-05-01,718-7,cumulus__missing-or-null, +19,2021-05-01,718-7,cumulus__missing-or-null,ambulatory +19,2021-05-01,14959-1,,ambulatory +19,2021-05-01,14959-1,cumulus__missing-or-null,ambulatory 19,2021-04-01,,Urine ketone test = + (finding), +19,2021-04-01,9843-4,, +19,2021-04-01,9843-4,,ambulatory +19,2021-04-01,9843-4,cumulus__missing-or-null, +19,2021-04-01,9843-4,cumulus__missing-or-null,ambulatory +19,2021-04-01,8289-1,, +19,2021-04-01,8289-1,,ambulatory +19,2021-04-01,8289-1,cumulus__missing-or-null, +19,2021-04-01,8289-1,cumulus__missing-or-null,ambulatory +19,2021-04-01,77606-2,, +19,2021-04-01,77606-2,,ambulatory +19,2021-04-01,77606-2,cumulus__missing-or-null, +19,2021-04-01,77606-2,cumulus__missing-or-null,ambulatory +19,2021-04-01,32623-1,, +19,2021-04-01,32623-1,,ambulatory +19,2021-04-01,32623-1,cumulus__missing-or-null, +19,2021-04-01,32623-1,cumulus__missing-or-null,ambulatory +19,2021-04-01,32207-3,, +19,2021-04-01,32207-3,,ambulatory +19,2021-04-01,32207-3,cumulus__missing-or-null, +19,2021-04-01,32207-3,cumulus__missing-or-null,ambulatory 19,2021-04-01,2514-8,Urine ketone test = + (finding), +19,2021-04-01,21000-5,, +19,2021-04-01,21000-5,,ambulatory +19,2021-04-01,21000-5,cumulus__missing-or-null, +19,2021-04-01,21000-5,cumulus__missing-or-null,ambulatory +19,2021-04-01,14959-1,, +19,2021-04-01,14959-1,,ambulatory +19,2021-04-01,14959-1,cumulus__missing-or-null, +19,2021-04-01,14959-1,cumulus__missing-or-null,ambulatory 19,2021-03-01,,Urine ketone test = ++ (finding), +19,2021-03-01,789-8,,ambulatory +19,2021-03-01,789-8,cumulus__missing-or-null,ambulatory +19,2021-03-01,787-2,,ambulatory +19,2021-03-01,787-2,cumulus__missing-or-null,ambulatory +19,2021-03-01,786-4,,ambulatory +19,2021-03-01,786-4,cumulus__missing-or-null,ambulatory +19,2021-03-01,785-6,,ambulatory +19,2021-03-01,785-6,cumulus__missing-or-null,ambulatory +19,2021-03-01,777-3,,ambulatory +19,2021-03-01,777-3,cumulus__missing-or-null,ambulatory +19,2021-03-01,76504-0,,ambulatory +19,2021-03-01,76504-0,cumulus__missing-or-null,ambulatory +19,2021-03-01,718-7,,ambulatory +19,2021-03-01,718-7,cumulus__missing-or-null,ambulatory +19,2021-03-01,6690-2,,ambulatory +19,2021-03-01,6690-2,cumulus__missing-or-null,ambulatory +19,2021-03-01,59461-4,, +19,2021-03-01,59461-4,,ambulatory +19,2021-03-01,59460-6,, +19,2021-03-01,59460-6,,ambulatory +19,2021-03-01,59460-6,cumulus__missing-or-null, +19,2021-03-01,59460-6,cumulus__missing-or-null,ambulatory +19,2021-03-01,4544-3,,ambulatory +19,2021-03-01,4544-3,cumulus__missing-or-null,ambulatory +19,2021-03-01,32623-1,,ambulatory +19,2021-03-01,32623-1,cumulus__missing-or-null,ambulatory +19,2021-03-01,32207-3,,ambulatory +19,2021-03-01,32207-3,cumulus__missing-or-null,ambulatory 19,2021-03-01,2514-8,Urine ketone test = ++ (finding), +19,2021-03-01,21000-5,,ambulatory +19,2021-03-01,21000-5,cumulus__missing-or-null,ambulatory +19,2021-02-01,789-8,, +19,2021-02-01,789-8,cumulus__missing-or-null, +19,2021-02-01,787-2,, +19,2021-02-01,787-2,cumulus__missing-or-null, +19,2021-02-01,786-4,, +19,2021-02-01,786-4,cumulus__missing-or-null, +19,2021-02-01,785-6,, +19,2021-02-01,785-6,cumulus__missing-or-null, +19,2021-02-01,777-3,, +19,2021-02-01,777-3,cumulus__missing-or-null, +19,2021-02-01,718-7,, +19,2021-02-01,718-7,cumulus__missing-or-null, +19,2021-02-01,6690-2,, +19,2021-02-01,6690-2,cumulus__missing-or-null, +19,2021-02-01,32623-1,, +19,2021-02-01,32623-1,cumulus__missing-or-null, +19,2021-02-01,32207-3,, +19,2021-02-01,32207-3,cumulus__missing-or-null, +19,2021-02-01,21000-5,, +19,2021-02-01,21000-5,cumulus__missing-or-null, +19,2021-02-01,14959-1,, +19,2021-02-01,14959-1,,ambulatory +19,2021-02-01,14959-1,cumulus__missing-or-null, +19,2021-02-01,14959-1,cumulus__missing-or-null,ambulatory +19,2021-01-01,10834-0,, +19,2021-01-01,10834-0,,ambulatory +19,2021-01-01,10834-0,cumulus__missing-or-null, +19,2021-01-01,10834-0,cumulus__missing-or-null,ambulatory 19,2020-12-01,,Not detected (qualifier value), -19,2020-11-01,94531-1,,AMB -19,2020-05-01,,Urine ketone test = + (finding),AMB -19,2020-05-01,2514-8,Urine ketone test = + (finding),AMB +19,2020-11-01,94531-1,,ambulatory +19,2020-10-01,14959-1,, +19,2020-10-01,14959-1,cumulus__missing-or-null, +19,2020-09-01,82667-7,, +19,2020-09-01,82667-7,,ambulatory +19,2020-09-01,82667-7,cumulus__missing-or-null, +19,2020-09-01,82667-7,cumulus__missing-or-null,ambulatory +19,2020-07-01,59461-4,,ambulatory +19,2020-07-01,59460-6,,ambulatory +19,2020-07-01,59460-6,cumulus__missing-or-null,ambulatory +19,2020-06-01,32623-1,, +19,2020-06-01,32623-1,cumulus__missing-or-null, +19,2020-06-01,32207-3,, +19,2020-06-01,32207-3,cumulus__missing-or-null, +19,2020-06-01,21000-5,, +19,2020-06-01,21000-5,cumulus__missing-or-null, +19,2020-05-01,,Urine ketone test = + (finding),ambulatory +19,2020-05-01,789-8,, +19,2020-05-01,789-8,cumulus__missing-or-null, +19,2020-05-01,787-2,, +19,2020-05-01,787-2,cumulus__missing-or-null, +19,2020-05-01,786-4,, +19,2020-05-01,786-4,cumulus__missing-or-null, +19,2020-05-01,785-6,, +19,2020-05-01,785-6,cumulus__missing-or-null, +19,2020-05-01,777-3,, +19,2020-05-01,777-3,cumulus__missing-or-null, +19,2020-05-01,718-7,, +19,2020-05-01,718-7,cumulus__missing-or-null, +19,2020-05-01,6690-2,, +19,2020-05-01,6690-2,cumulus__missing-or-null, +19,2020-05-01,2514-8,Urine ketone test = + (finding),ambulatory +19,2020-05-01,14959-1,, +19,2020-05-01,14959-1,cumulus__missing-or-null, +19,2020-04-01,,Ex-smoker (finding), +19,2020-04-01,82667-7,,ambulatory +19,2020-04-01,82667-7,cumulus__missing-or-null,ambulatory +19,2020-04-01,72166-2,Ex-smoker (finding), +19,2019-12-01,75626-2,, +19,2019-12-01,75626-2,cumulus__missing-or-null, +19,2019-11-01,59576-9,, +19,2019-11-01,59576-9,,ambulatory +19,2019-11-01,59576-9,cumulus__missing-or-null, +19,2019-11-01,59576-9,cumulus__missing-or-null,ambulatory +19,2019-09-01,59461-4,,ambulatory +19,2019-09-01,59460-6,,ambulatory +19,2019-09-01,59460-6,cumulus__missing-or-null,ambulatory +19,2019-08-01,59461-4,,ambulatory +19,2019-08-01,59460-6,,ambulatory +19,2019-08-01,59460-6,cumulus__missing-or-null,ambulatory +19,2019-06-01,9843-4,, +19,2019-06-01,9843-4,,ambulatory +19,2019-06-01,9843-4,cumulus__missing-or-null, +19,2019-06-01,9843-4,cumulus__missing-or-null,ambulatory +19,2019-06-01,8289-1,, +19,2019-06-01,8289-1,,ambulatory +19,2019-06-01,8289-1,cumulus__missing-or-null, +19,2019-06-01,8289-1,cumulus__missing-or-null,ambulatory +19,2019-06-01,77606-2,, +19,2019-06-01,77606-2,,ambulatory +19,2019-06-01,77606-2,cumulus__missing-or-null, +19,2019-06-01,77606-2,cumulus__missing-or-null,ambulatory +19,2019-05-01,59576-9,, +19,2019-05-01,59576-9,,ambulatory +19,2019-05-01,59576-9,cumulus__missing-or-null, +19,2019-05-01,59576-9,cumulus__missing-or-null,ambulatory +19,2019-05-01,59461-4,,ambulatory +19,2019-05-01,59460-6,,ambulatory +19,2019-05-01,59460-6,cumulus__missing-or-null,ambulatory +19,2019-05-01,4544-3,, +19,2019-05-01,4544-3,,ambulatory +19,2019-05-01,4544-3,cumulus__missing-or-null, +19,2019-05-01,4544-3,cumulus__missing-or-null,ambulatory +19,2019-05-01,14959-1,, +19,2019-05-01,14959-1,cumulus__missing-or-null, +19,2019-04-01,,Ex-smoker (finding),ambulatory +19,2019-04-01,76504-0,,ambulatory +19,2019-04-01,76504-0,cumulus__missing-or-null,ambulatory +19,2019-04-01,72166-2,Ex-smoker (finding),ambulatory +19,2019-04-01,32623-1,, +19,2019-04-01,32623-1,cumulus__missing-or-null, +19,2019-04-01,32207-3,, +19,2019-04-01,32207-3,cumulus__missing-or-null, +19,2019-04-01,21000-5,, +19,2019-04-01,21000-5,cumulus__missing-or-null, +19,2019-04-01,14959-1,, +19,2019-04-01,14959-1,cumulus__missing-or-null, +19,2019-02-01,59461-4,, +19,2019-02-01,59461-4,,ambulatory +19,2019-02-01,59460-6,, +19,2019-02-01,59460-6,,ambulatory +19,2019-02-01,59460-6,cumulus__missing-or-null, +19,2019-02-01,59460-6,cumulus__missing-or-null,ambulatory +19,2018-11-01,59461-4,, +19,2018-11-01,59460-6,, +19,2018-11-01,59460-6,cumulus__missing-or-null, +19,2018-08-01,14959-1,,ambulatory +19,2018-08-01,14959-1,cumulus__missing-or-null,ambulatory +19,2018-05-01,6768-6,, +19,2018-05-01,6768-6,cumulus__missing-or-null, +19,2018-05-01,2885-2,, +19,2018-05-01,2885-2,cumulus__missing-or-null, +19,2018-05-01,1975-2,, +19,2018-05-01,1975-2,cumulus__missing-or-null, +19,2018-05-01,1920-8,, +19,2018-05-01,1920-8,cumulus__missing-or-null, +19,2018-05-01,1751-7,, +19,2018-05-01,1751-7,cumulus__missing-or-null, +19,2018-05-01,1742-6,, +19,2018-05-01,1742-6,cumulus__missing-or-null, +19,2018-05-01,14959-1,,ambulatory +19,2018-05-01,14959-1,cumulus__missing-or-null,ambulatory +19,2018-04-01,,Ex-smoker (finding),ambulatory +19,2018-04-01,72166-2,Ex-smoker (finding),ambulatory +19,2018-04-01,59461-4,, +19,2018-04-01,59460-6,, +19,2018-04-01,59460-6,cumulus__missing-or-null, +19,2018-03-01,14959-1,, +19,2018-03-01,14959-1,cumulus__missing-or-null, +19,2018-02-01,789-8,, +19,2018-02-01,789-8,,ambulatory +19,2018-02-01,789-8,cumulus__missing-or-null, +19,2018-02-01,789-8,cumulus__missing-or-null,ambulatory +19,2018-02-01,787-2,, +19,2018-02-01,787-2,,ambulatory +19,2018-02-01,787-2,cumulus__missing-or-null, +19,2018-02-01,787-2,cumulus__missing-or-null,ambulatory +19,2018-02-01,786-4,, +19,2018-02-01,786-4,,ambulatory +19,2018-02-01,786-4,cumulus__missing-or-null, +19,2018-02-01,786-4,cumulus__missing-or-null,ambulatory +19,2018-02-01,785-6,, +19,2018-02-01,785-6,,ambulatory +19,2018-02-01,785-6,cumulus__missing-or-null, +19,2018-02-01,785-6,cumulus__missing-or-null,ambulatory +19,2018-02-01,777-3,, +19,2018-02-01,777-3,,ambulatory +19,2018-02-01,777-3,cumulus__missing-or-null, +19,2018-02-01,777-3,cumulus__missing-or-null,ambulatory +19,2018-02-01,718-7,, +19,2018-02-01,718-7,,ambulatory +19,2018-02-01,718-7,cumulus__missing-or-null, +19,2018-02-01,718-7,cumulus__missing-or-null,ambulatory +19,2018-02-01,6690-2,, +19,2018-02-01,6690-2,,ambulatory +19,2018-02-01,6690-2,cumulus__missing-or-null, +19,2018-02-01,6690-2,cumulus__missing-or-null,ambulatory +19,2018-02-01,4544-3,, +19,2018-02-01,4544-3,,ambulatory +19,2018-02-01,4544-3,cumulus__missing-or-null, +19,2018-02-01,4544-3,cumulus__missing-or-null,ambulatory +19,2018-02-01,32623-1,, +19,2018-02-01,32623-1,,ambulatory +19,2018-02-01,32623-1,cumulus__missing-or-null, +19,2018-02-01,32623-1,cumulus__missing-or-null,ambulatory +19,2018-02-01,32207-3,, +19,2018-02-01,32207-3,,ambulatory +19,2018-02-01,32207-3,cumulus__missing-or-null, +19,2018-02-01,32207-3,cumulus__missing-or-null,ambulatory +19,2018-02-01,21000-5,, +19,2018-02-01,21000-5,,ambulatory +19,2018-02-01,21000-5,cumulus__missing-or-null, +19,2018-02-01,21000-5,cumulus__missing-or-null,ambulatory +19,2018-01-01,82667-7,, +19,2018-01-01,82667-7,,ambulatory +19,2018-01-01,82667-7,cumulus__missing-or-null, +19,2018-01-01,82667-7,cumulus__missing-or-null,ambulatory +19,2017-11-01,76504-0,, +19,2017-11-01,76504-0,cumulus__missing-or-null, +19,2017-10-01,59461-4,, +19,2017-10-01,59460-6,, +19,2017-10-01,59460-6,cumulus__missing-or-null, +19,2017-06-01,82667-7,, +19,2017-06-01,82667-7,,ambulatory +19,2017-06-01,82667-7,cumulus__missing-or-null, +19,2017-06-01,82667-7,cumulus__missing-or-null,ambulatory +19,2017-06-01,75626-2,,ambulatory +19,2017-06-01,75626-2,cumulus__missing-or-null,ambulatory +19,2017-05-01,14959-1,, +19,2017-05-01,14959-1,cumulus__missing-or-null, +19,2017-04-01,82667-7,,ambulatory +19,2017-04-01,82667-7,cumulus__missing-or-null,ambulatory +19,2017-04-01,59461-4,, +19,2017-04-01,59460-6,, +19,2017-04-01,59460-6,cumulus__missing-or-null, +19,2017-02-01,9843-4,, +19,2017-02-01,9843-4,,ambulatory +19,2017-02-01,9843-4,cumulus__missing-or-null, +19,2017-02-01,9843-4,cumulus__missing-or-null,ambulatory +19,2017-02-01,8289-1,, +19,2017-02-01,8289-1,,ambulatory +19,2017-02-01,8289-1,cumulus__missing-or-null, +19,2017-02-01,8289-1,cumulus__missing-or-null,ambulatory +19,2017-02-01,77606-2,, +19,2017-02-01,77606-2,,ambulatory +19,2017-02-01,77606-2,cumulus__missing-or-null, +19,2017-02-01,77606-2,cumulus__missing-or-null,ambulatory +19,2016-12-01,76504-0,, +19,2016-12-01,76504-0,,ambulatory +19,2016-12-01,76504-0,cumulus__missing-or-null, +19,2016-12-01,76504-0,cumulus__missing-or-null,ambulatory +19,2016-12-01,59461-4,,ambulatory +19,2016-12-01,59460-6,,ambulatory +19,2016-12-01,59460-6,cumulus__missing-or-null,ambulatory +19,2016-10-01,75626-2,, +19,2016-10-01,75626-2,,ambulatory +19,2016-10-01,75626-2,cumulus__missing-or-null, +19,2016-10-01,75626-2,cumulus__missing-or-null,ambulatory 19,2016-09-01,,Urine ketone test = + (finding), 19,2016-09-01,2514-8,Urine ketone test = + (finding), -18,,,Positive (qualifier value),AMB -18,,5767-9,,AMB -18,,5767-9,Urine smell ammoniacal (finding),AMB -18,2022-12-01,,Urine ketone test = ++ (finding),AMB -18,2022-12-01,2514-8,Urine ketone test = ++ (finding),AMB -18,2022-11-01,,Urine ketone test = + (finding),AMB -18,2022-11-01,2514-8,Urine ketone test = + (finding),AMB -18,2022-09-01,,Urine ketone test = ++ (finding),AMB -18,2022-09-01,2514-8,Urine ketone test = ++ (finding),AMB -18,2022-06-01,,Urine ketone test = + (finding),AMB -18,2022-06-01,2514-8,Urine ketone test = + (finding),AMB +19,2016-09-01,14959-1,, +19,2016-09-01,14959-1,cumulus__missing-or-null, +19,2016-08-01,75626-2,, +19,2016-08-01,75626-2,,ambulatory +19,2016-08-01,75626-2,cumulus__missing-or-null, +19,2016-08-01,75626-2,cumulus__missing-or-null,ambulatory +19,2016-06-01,789-8,,ambulatory +19,2016-06-01,789-8,cumulus__missing-or-null,ambulatory +19,2016-06-01,787-2,,ambulatory +19,2016-06-01,787-2,cumulus__missing-or-null,ambulatory +19,2016-06-01,786-4,,ambulatory +19,2016-06-01,786-4,cumulus__missing-or-null,ambulatory +19,2016-06-01,785-6,,ambulatory +19,2016-06-01,785-6,cumulus__missing-or-null,ambulatory +19,2016-06-01,777-3,,ambulatory +19,2016-06-01,777-3,cumulus__missing-or-null,ambulatory +19,2016-06-01,718-7,,ambulatory +19,2016-06-01,718-7,cumulus__missing-or-null,ambulatory +19,2016-06-01,6690-2,,ambulatory +19,2016-06-01,6690-2,cumulus__missing-or-null,ambulatory +19,2016-06-01,4544-3,, +19,2016-06-01,4544-3,cumulus__missing-or-null, +19,2016-06-01,32623-1,, +19,2016-06-01,32623-1,,ambulatory +19,2016-06-01,32623-1,cumulus__missing-or-null, +19,2016-06-01,32623-1,cumulus__missing-or-null,ambulatory +19,2016-06-01,32207-3,, +19,2016-06-01,32207-3,,ambulatory +19,2016-06-01,32207-3,cumulus__missing-or-null, +19,2016-06-01,32207-3,cumulus__missing-or-null,ambulatory +19,2016-06-01,21000-5,, +19,2016-06-01,21000-5,,ambulatory +19,2016-06-01,21000-5,cumulus__missing-or-null, +19,2016-06-01,21000-5,cumulus__missing-or-null,ambulatory +18,,,Positive (qualifier value),ambulatory +18,,5767-9,Urine smell ammoniacal (finding),ambulatory +18,2023-03-01,82667-7,, +18,2023-03-01,82667-7,cumulus__missing-or-null, +18,2023-03-01,789-8,, +18,2023-03-01,789-8,,ambulatory +18,2023-03-01,789-8,cumulus__missing-or-null, +18,2023-03-01,789-8,cumulus__missing-or-null,ambulatory +18,2023-03-01,787-2,, +18,2023-03-01,787-2,,ambulatory +18,2023-03-01,787-2,cumulus__missing-or-null, +18,2023-03-01,787-2,cumulus__missing-or-null,ambulatory +18,2023-03-01,786-4,, +18,2023-03-01,786-4,,ambulatory +18,2023-03-01,786-4,cumulus__missing-or-null, +18,2023-03-01,786-4,cumulus__missing-or-null,ambulatory +18,2023-03-01,785-6,, +18,2023-03-01,785-6,,ambulatory +18,2023-03-01,785-6,cumulus__missing-or-null, +18,2023-03-01,785-6,cumulus__missing-or-null,ambulatory +18,2023-03-01,777-3,, +18,2023-03-01,777-3,,ambulatory +18,2023-03-01,777-3,cumulus__missing-or-null, +18,2023-03-01,777-3,cumulus__missing-or-null,ambulatory +18,2023-03-01,76504-0,, +18,2023-03-01,76504-0,cumulus__missing-or-null, +18,2023-03-01,718-7,, +18,2023-03-01,718-7,,ambulatory +18,2023-03-01,718-7,cumulus__missing-or-null, +18,2023-03-01,718-7,cumulus__missing-or-null,ambulatory +18,2023-03-01,6690-2,, +18,2023-03-01,6690-2,,ambulatory +18,2023-03-01,6690-2,cumulus__missing-or-null, +18,2023-03-01,6690-2,cumulus__missing-or-null,ambulatory +18,2023-03-01,32623-1,, +18,2023-03-01,32623-1,,ambulatory +18,2023-03-01,32623-1,cumulus__missing-or-null, +18,2023-03-01,32623-1,cumulus__missing-or-null,ambulatory +18,2023-03-01,32207-3,, +18,2023-03-01,32207-3,,ambulatory +18,2023-03-01,32207-3,cumulus__missing-or-null, +18,2023-03-01,32207-3,cumulus__missing-or-null,ambulatory +18,2023-03-01,21000-5,, +18,2023-03-01,21000-5,,ambulatory +18,2023-03-01,21000-5,cumulus__missing-or-null, +18,2023-03-01,21000-5,cumulus__missing-or-null,ambulatory +18,2023-01-01,6768-6,, +18,2023-01-01,6768-6,,ambulatory +18,2023-01-01,6768-6,cumulus__missing-or-null, +18,2023-01-01,6768-6,cumulus__missing-or-null,ambulatory +18,2023-01-01,2885-2,, +18,2023-01-01,2885-2,,ambulatory +18,2023-01-01,2885-2,cumulus__missing-or-null, +18,2023-01-01,2885-2,cumulus__missing-or-null,ambulatory +18,2023-01-01,1975-2,, +18,2023-01-01,1975-2,,ambulatory +18,2023-01-01,1975-2,cumulus__missing-or-null, +18,2023-01-01,1975-2,cumulus__missing-or-null,ambulatory +18,2023-01-01,1920-8,, +18,2023-01-01,1920-8,,ambulatory +18,2023-01-01,1920-8,cumulus__missing-or-null, +18,2023-01-01,1920-8,cumulus__missing-or-null,ambulatory +18,2023-01-01,1751-7,, +18,2023-01-01,1751-7,,ambulatory +18,2023-01-01,1751-7,cumulus__missing-or-null, +18,2023-01-01,1751-7,cumulus__missing-or-null,ambulatory +18,2023-01-01,1742-6,, +18,2023-01-01,1742-6,,ambulatory +18,2023-01-01,1742-6,cumulus__missing-or-null, +18,2023-01-01,1742-6,cumulus__missing-or-null,ambulatory +18,2022-12-01,,Urine ketone test = ++ (finding),ambulatory +18,2022-12-01,9843-4,, +18,2022-12-01,9843-4,,ambulatory +18,2022-12-01,9843-4,cumulus__missing-or-null, +18,2022-12-01,9843-4,cumulus__missing-or-null,ambulatory +18,2022-12-01,8289-1,, +18,2022-12-01,8289-1,,ambulatory +18,2022-12-01,8289-1,cumulus__missing-or-null, +18,2022-12-01,8289-1,cumulus__missing-or-null,ambulatory +18,2022-12-01,82667-7,, +18,2022-12-01,82667-7,cumulus__missing-or-null, +18,2022-12-01,77606-2,, +18,2022-12-01,77606-2,,ambulatory +18,2022-12-01,77606-2,cumulus__missing-or-null, +18,2022-12-01,77606-2,cumulus__missing-or-null,ambulatory +18,2022-12-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2022-11-01,,Urine ketone test = + (finding),ambulatory +18,2022-11-01,76504-0,,ambulatory +18,2022-11-01,76504-0,cumulus__missing-or-null,ambulatory +18,2022-11-01,2514-8,Urine ketone test = + (finding),ambulatory +18,2022-10-01,6768-6,,ambulatory +18,2022-10-01,6768-6,cumulus__missing-or-null,ambulatory +18,2022-10-01,2885-2,,ambulatory +18,2022-10-01,2885-2,cumulus__missing-or-null,ambulatory +18,2022-10-01,1975-2,,ambulatory +18,2022-10-01,1975-2,cumulus__missing-or-null,ambulatory +18,2022-10-01,1920-8,,ambulatory +18,2022-10-01,1920-8,cumulus__missing-or-null,ambulatory +18,2022-10-01,1751-7,,ambulatory +18,2022-10-01,1751-7,cumulus__missing-or-null,ambulatory +18,2022-10-01,1742-6,,ambulatory +18,2022-10-01,1742-6,cumulus__missing-or-null,ambulatory +18,2022-10-01,10834-0,, +18,2022-10-01,10834-0,,ambulatory +18,2022-10-01,10834-0,cumulus__missing-or-null, +18,2022-10-01,10834-0,cumulus__missing-or-null,ambulatory +18,2022-09-01,,Urine ketone test = ++ (finding),ambulatory +18,2022-09-01,9843-4,, +18,2022-09-01,9843-4,,ambulatory +18,2022-09-01,9843-4,cumulus__missing-or-null, +18,2022-09-01,9843-4,cumulus__missing-or-null,ambulatory +18,2022-09-01,8289-1,, +18,2022-09-01,8289-1,,ambulatory +18,2022-09-01,8289-1,cumulus__missing-or-null, +18,2022-09-01,8289-1,cumulus__missing-or-null,ambulatory +18,2022-09-01,77606-2,, +18,2022-09-01,77606-2,,ambulatory +18,2022-09-01,77606-2,cumulus__missing-or-null, +18,2022-09-01,77606-2,cumulus__missing-or-null,ambulatory +18,2022-09-01,76504-0,,ambulatory +18,2022-09-01,76504-0,cumulus__missing-or-null,ambulatory +18,2022-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2022-08-01,14959-1,,ambulatory +18,2022-08-01,14959-1,cumulus__missing-or-null,ambulatory +18,2022-07-01,82667-7,, +18,2022-07-01,82667-7,cumulus__missing-or-null, +18,2022-07-01,789-8,,ambulatory +18,2022-07-01,789-8,cumulus__missing-or-null,ambulatory +18,2022-07-01,787-2,,ambulatory +18,2022-07-01,787-2,cumulus__missing-or-null,ambulatory +18,2022-07-01,786-4,,ambulatory +18,2022-07-01,786-4,cumulus__missing-or-null,ambulatory +18,2022-07-01,785-6,,ambulatory +18,2022-07-01,785-6,cumulus__missing-or-null,ambulatory +18,2022-07-01,777-3,,ambulatory +18,2022-07-01,777-3,cumulus__missing-or-null,ambulatory +18,2022-07-01,718-7,,ambulatory +18,2022-07-01,718-7,cumulus__missing-or-null,ambulatory +18,2022-07-01,6690-2,,ambulatory +18,2022-07-01,6690-2,cumulus__missing-or-null,ambulatory +18,2022-07-01,59461-4,,ambulatory +18,2022-07-01,59460-6,,ambulatory +18,2022-07-01,59460-6,cumulus__missing-or-null,ambulatory +18,2022-07-01,32623-1,, +18,2022-07-01,32623-1,,ambulatory +18,2022-07-01,32623-1,cumulus__missing-or-null, +18,2022-07-01,32623-1,cumulus__missing-or-null,ambulatory +18,2022-07-01,32207-3,, +18,2022-07-01,32207-3,,ambulatory +18,2022-07-01,32207-3,cumulus__missing-or-null, +18,2022-07-01,32207-3,cumulus__missing-or-null,ambulatory +18,2022-07-01,21000-5,, +18,2022-07-01,21000-5,,ambulatory +18,2022-07-01,21000-5,cumulus__missing-or-null, +18,2022-07-01,21000-5,cumulus__missing-or-null,ambulatory +18,2022-06-01,,Urine ketone test = + (finding),ambulatory +18,2022-06-01,6768-6,,ambulatory +18,2022-06-01,6768-6,cumulus__missing-or-null,ambulatory +18,2022-06-01,2885-2,,ambulatory +18,2022-06-01,2885-2,cumulus__missing-or-null,ambulatory +18,2022-06-01,2514-8,Urine ketone test = + (finding),ambulatory +18,2022-06-01,1975-2,,ambulatory +18,2022-06-01,1975-2,cumulus__missing-or-null,ambulatory +18,2022-06-01,1920-8,,ambulatory +18,2022-06-01,1920-8,cumulus__missing-or-null,ambulatory +18,2022-06-01,1751-7,,ambulatory +18,2022-06-01,1751-7,cumulus__missing-or-null,ambulatory +18,2022-06-01,1742-6,,ambulatory +18,2022-06-01,1742-6,cumulus__missing-or-null,ambulatory +18,2022-05-01,,Ex-smoker (finding),ambulatory +18,2022-05-01,72166-2,Ex-smoker (finding),ambulatory +18,2022-03-01,6768-6,, +18,2022-03-01,6768-6,,ambulatory +18,2022-03-01,6768-6,cumulus__missing-or-null, +18,2022-03-01,6768-6,cumulus__missing-or-null,ambulatory +18,2022-03-01,4544-3,, +18,2022-03-01,4544-3,,ambulatory +18,2022-03-01,4544-3,cumulus__missing-or-null, +18,2022-03-01,4544-3,cumulus__missing-or-null,ambulatory +18,2022-03-01,2885-2,, +18,2022-03-01,2885-2,,ambulatory +18,2022-03-01,2885-2,cumulus__missing-or-null, +18,2022-03-01,2885-2,cumulus__missing-or-null,ambulatory +18,2022-03-01,1975-2,, +18,2022-03-01,1975-2,,ambulatory +18,2022-03-01,1975-2,cumulus__missing-or-null, +18,2022-03-01,1975-2,cumulus__missing-or-null,ambulatory +18,2022-03-01,1920-8,, +18,2022-03-01,1920-8,,ambulatory +18,2022-03-01,1920-8,cumulus__missing-or-null, +18,2022-03-01,1920-8,cumulus__missing-or-null,ambulatory +18,2022-03-01,1751-7,, +18,2022-03-01,1751-7,,ambulatory +18,2022-03-01,1751-7,cumulus__missing-or-null, +18,2022-03-01,1751-7,cumulus__missing-or-null,ambulatory +18,2022-03-01,1742-6,, +18,2022-03-01,1742-6,,ambulatory +18,2022-03-01,1742-6,cumulus__missing-or-null, +18,2022-03-01,1742-6,cumulus__missing-or-null,ambulatory +18,2022-03-01,10834-0,, +18,2022-03-01,10834-0,,ambulatory +18,2022-03-01,10834-0,cumulus__missing-or-null, +18,2022-03-01,10834-0,cumulus__missing-or-null,ambulatory +18,2021-12-01,14959-1,, +18,2021-12-01,14959-1,,ambulatory +18,2021-12-01,14959-1,cumulus__missing-or-null, +18,2021-12-01,14959-1,cumulus__missing-or-null,ambulatory 18,2021-10-01,,Urine protein test = +++ (finding), 18,2021-10-01,,Urine ketone test = +++ (finding), +18,2021-10-01,9843-4,, +18,2021-10-01,9843-4,,ambulatory +18,2021-10-01,9843-4,cumulus__missing-or-null, +18,2021-10-01,9843-4,cumulus__missing-or-null,ambulatory +18,2021-10-01,8289-1,, +18,2021-10-01,8289-1,,ambulatory +18,2021-10-01,8289-1,cumulus__missing-or-null, +18,2021-10-01,8289-1,cumulus__missing-or-null,ambulatory +18,2021-10-01,77606-2,, +18,2021-10-01,77606-2,,ambulatory +18,2021-10-01,77606-2,cumulus__missing-or-null, +18,2021-10-01,77606-2,cumulus__missing-or-null,ambulatory +18,2021-10-01,6768-6,, +18,2021-10-01,6768-6,,ambulatory +18,2021-10-01,6768-6,cumulus__missing-or-null, +18,2021-10-01,6768-6,cumulus__missing-or-null,ambulatory +18,2021-10-01,2885-2,, +18,2021-10-01,2885-2,,ambulatory +18,2021-10-01,2885-2,cumulus__missing-or-null, +18,2021-10-01,2885-2,cumulus__missing-or-null,ambulatory 18,2021-10-01,2514-8,Urine ketone test = +++ (finding), 18,2021-10-01,20454-5,Urine protein test = +++ (finding), -18,2021-08-01,,Urine protein test = +++ (finding),AMB -18,2021-08-01,,Urine ketone test = +++ (finding),AMB -18,2021-08-01,2514-8,Urine ketone test = +++ (finding),AMB -18,2021-08-01,20454-5,Urine protein test = +++ (finding),AMB -18,2021-04-01,,Urine ketone test = + (finding),AMB -18,2021-04-01,2514-8,Urine ketone test = + (finding),AMB -18,2021-03-01,,Urine ketone test = ++ (finding),AMB -18,2021-03-01,2514-8,Urine ketone test = ++ (finding),AMB -18,2020-12-01,94531-1,,AMB +18,2021-10-01,1975-2,, +18,2021-10-01,1975-2,,ambulatory +18,2021-10-01,1975-2,cumulus__missing-or-null, +18,2021-10-01,1975-2,cumulus__missing-or-null,ambulatory +18,2021-10-01,1920-8,, +18,2021-10-01,1920-8,,ambulatory +18,2021-10-01,1920-8,cumulus__missing-or-null, +18,2021-10-01,1920-8,cumulus__missing-or-null,ambulatory +18,2021-10-01,1751-7,, +18,2021-10-01,1751-7,,ambulatory +18,2021-10-01,1751-7,cumulus__missing-or-null, +18,2021-10-01,1751-7,cumulus__missing-or-null,ambulatory +18,2021-10-01,1742-6,, +18,2021-10-01,1742-6,,ambulatory +18,2021-10-01,1742-6,cumulus__missing-or-null, +18,2021-10-01,1742-6,cumulus__missing-or-null,ambulatory +18,2021-10-01,10834-0,, +18,2021-10-01,10834-0,,ambulatory +18,2021-10-01,10834-0,cumulus__missing-or-null, +18,2021-10-01,10834-0,cumulus__missing-or-null,ambulatory +18,2021-09-01,9843-4,, +18,2021-09-01,9843-4,,ambulatory +18,2021-09-01,9843-4,cumulus__missing-or-null, +18,2021-09-01,9843-4,cumulus__missing-or-null,ambulatory +18,2021-09-01,8289-1,, +18,2021-09-01,8289-1,,ambulatory +18,2021-09-01,8289-1,cumulus__missing-or-null, +18,2021-09-01,8289-1,cumulus__missing-or-null,ambulatory +18,2021-09-01,77606-2,, +18,2021-09-01,77606-2,,ambulatory +18,2021-09-01,77606-2,cumulus__missing-or-null, +18,2021-09-01,77606-2,cumulus__missing-or-null,ambulatory +18,2021-08-01,,Urine protein test = +++ (finding),ambulatory +18,2021-08-01,,Urine ketone test = +++ (finding),ambulatory +18,2021-08-01,2514-8,Urine ketone test = +++ (finding),ambulatory +18,2021-08-01,20454-5,Urine protein test = +++ (finding),ambulatory +18,2021-08-01,14959-1,, +18,2021-08-01,14959-1,cumulus__missing-or-null, +18,2021-07-01,14959-1,, +18,2021-07-01,14959-1,,ambulatory +18,2021-07-01,14959-1,cumulus__missing-or-null, +18,2021-07-01,14959-1,cumulus__missing-or-null,ambulatory +18,2021-06-01,789-8,, +18,2021-06-01,789-8,,ambulatory +18,2021-06-01,789-8,cumulus__missing-or-null, +18,2021-06-01,789-8,cumulus__missing-or-null,ambulatory +18,2021-06-01,787-2,, +18,2021-06-01,787-2,,ambulatory +18,2021-06-01,787-2,cumulus__missing-or-null, +18,2021-06-01,787-2,cumulus__missing-or-null,ambulatory +18,2021-06-01,786-4,, +18,2021-06-01,786-4,,ambulatory +18,2021-06-01,786-4,cumulus__missing-or-null, +18,2021-06-01,786-4,cumulus__missing-or-null,ambulatory +18,2021-06-01,785-6,, +18,2021-06-01,785-6,,ambulatory +18,2021-06-01,785-6,cumulus__missing-or-null, +18,2021-06-01,785-6,cumulus__missing-or-null,ambulatory +18,2021-06-01,777-3,, +18,2021-06-01,777-3,,ambulatory +18,2021-06-01,777-3,cumulus__missing-or-null, +18,2021-06-01,777-3,cumulus__missing-or-null,ambulatory +18,2021-06-01,718-7,, +18,2021-06-01,718-7,,ambulatory +18,2021-06-01,718-7,cumulus__missing-or-null, +18,2021-06-01,718-7,cumulus__missing-or-null,ambulatory +18,2021-06-01,6690-2,, +18,2021-06-01,6690-2,,ambulatory +18,2021-06-01,6690-2,cumulus__missing-or-null, +18,2021-06-01,6690-2,cumulus__missing-or-null,ambulatory +18,2021-06-01,32623-1,, +18,2021-06-01,32623-1,,ambulatory +18,2021-06-01,32623-1,cumulus__missing-or-null, +18,2021-06-01,32623-1,cumulus__missing-or-null,ambulatory +18,2021-06-01,32207-3,, +18,2021-06-01,32207-3,,ambulatory +18,2021-06-01,32207-3,cumulus__missing-or-null, +18,2021-06-01,32207-3,cumulus__missing-or-null,ambulatory +18,2021-06-01,21000-5,, +18,2021-06-01,21000-5,,ambulatory +18,2021-06-01,21000-5,cumulus__missing-or-null, +18,2021-06-01,21000-5,cumulus__missing-or-null,ambulatory +18,2021-05-01,9843-4,, +18,2021-05-01,9843-4,,ambulatory +18,2021-05-01,9843-4,cumulus__missing-or-null, +18,2021-05-01,9843-4,cumulus__missing-or-null,ambulatory +18,2021-05-01,8289-1,, +18,2021-05-01,8289-1,,ambulatory +18,2021-05-01,8289-1,cumulus__missing-or-null, +18,2021-05-01,8289-1,cumulus__missing-or-null,ambulatory +18,2021-05-01,789-8,, +18,2021-05-01,789-8,,ambulatory +18,2021-05-01,789-8,cumulus__missing-or-null, +18,2021-05-01,789-8,cumulus__missing-or-null,ambulatory +18,2021-05-01,787-2,, +18,2021-05-01,787-2,,ambulatory +18,2021-05-01,787-2,cumulus__missing-or-null, +18,2021-05-01,787-2,cumulus__missing-or-null,ambulatory +18,2021-05-01,786-4,, +18,2021-05-01,786-4,,ambulatory +18,2021-05-01,786-4,cumulus__missing-or-null, +18,2021-05-01,786-4,cumulus__missing-or-null,ambulatory +18,2021-05-01,785-6,, +18,2021-05-01,785-6,,ambulatory +18,2021-05-01,785-6,cumulus__missing-or-null, +18,2021-05-01,785-6,cumulus__missing-or-null,ambulatory +18,2021-05-01,777-3,, +18,2021-05-01,777-3,,ambulatory +18,2021-05-01,777-3,cumulus__missing-or-null, +18,2021-05-01,777-3,cumulus__missing-or-null,ambulatory +18,2021-05-01,77606-2,, +18,2021-05-01,77606-2,,ambulatory +18,2021-05-01,77606-2,cumulus__missing-or-null, +18,2021-05-01,77606-2,cumulus__missing-or-null,ambulatory +18,2021-05-01,6690-2,, +18,2021-05-01,6690-2,,ambulatory +18,2021-05-01,6690-2,cumulus__missing-or-null, +18,2021-05-01,6690-2,cumulus__missing-or-null,ambulatory +18,2021-05-01,32623-1,, +18,2021-05-01,32623-1,,ambulatory +18,2021-05-01,32623-1,cumulus__missing-or-null, +18,2021-05-01,32623-1,cumulus__missing-or-null,ambulatory +18,2021-05-01,32207-3,, +18,2021-05-01,32207-3,,ambulatory +18,2021-05-01,32207-3,cumulus__missing-or-null, +18,2021-05-01,32207-3,cumulus__missing-or-null,ambulatory +18,2021-05-01,21000-5,, +18,2021-05-01,21000-5,,ambulatory +18,2021-05-01,21000-5,cumulus__missing-or-null, +18,2021-05-01,21000-5,cumulus__missing-or-null,ambulatory +18,2021-04-01,,Urine ketone test = + (finding),ambulatory +18,2021-04-01,2514-8,Urine ketone test = + (finding),ambulatory +18,2021-03-01,,Urine ketone test = ++ (finding),ambulatory +18,2021-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2021-02-01,789-8,,ambulatory +18,2021-02-01,789-8,cumulus__missing-or-null,ambulatory +18,2021-02-01,787-2,,ambulatory +18,2021-02-01,787-2,cumulus__missing-or-null,ambulatory +18,2021-02-01,786-4,,ambulatory +18,2021-02-01,786-4,cumulus__missing-or-null,ambulatory +18,2021-02-01,785-6,,ambulatory +18,2021-02-01,785-6,cumulus__missing-or-null,ambulatory +18,2021-02-01,777-3,,ambulatory +18,2021-02-01,777-3,cumulus__missing-or-null,ambulatory +18,2021-02-01,75626-2,, +18,2021-02-01,75626-2,,ambulatory +18,2021-02-01,75626-2,cumulus__missing-or-null, +18,2021-02-01,75626-2,cumulus__missing-or-null,ambulatory +18,2021-02-01,718-7,,ambulatory +18,2021-02-01,718-7,cumulus__missing-or-null,ambulatory +18,2021-02-01,6690-2,,ambulatory +18,2021-02-01,6690-2,cumulus__missing-or-null,ambulatory +18,2021-02-01,4544-3,, +18,2021-02-01,4544-3,cumulus__missing-or-null, +18,2021-02-01,32623-1,,ambulatory +18,2021-02-01,32623-1,cumulus__missing-or-null,ambulatory +18,2021-02-01,32207-3,,ambulatory +18,2021-02-01,32207-3,cumulus__missing-or-null,ambulatory +18,2021-02-01,21000-5,,ambulatory +18,2021-02-01,21000-5,cumulus__missing-or-null,ambulatory +18,2021-01-01,9843-4,, +18,2021-01-01,9843-4,,ambulatory +18,2021-01-01,9843-4,cumulus__missing-or-null, +18,2021-01-01,9843-4,cumulus__missing-or-null,ambulatory +18,2021-01-01,8289-1,, +18,2021-01-01,8289-1,,ambulatory +18,2021-01-01,8289-1,cumulus__missing-or-null, +18,2021-01-01,8289-1,cumulus__missing-or-null,ambulatory +18,2021-01-01,77606-2,, +18,2021-01-01,77606-2,,ambulatory +18,2021-01-01,77606-2,cumulus__missing-or-null, +18,2021-01-01,77606-2,cumulus__missing-or-null,ambulatory +18,2020-12-01,94531-1,,ambulatory +18,2020-12-01,6768-6,,ambulatory +18,2020-12-01,6768-6,cumulus__missing-or-null,ambulatory +18,2020-12-01,2885-2,,ambulatory +18,2020-12-01,2885-2,cumulus__missing-or-null,ambulatory +18,2020-12-01,1975-2,,ambulatory +18,2020-12-01,1975-2,cumulus__missing-or-null,ambulatory +18,2020-12-01,1920-8,,ambulatory +18,2020-12-01,1920-8,cumulus__missing-or-null,ambulatory +18,2020-12-01,1751-7,,ambulatory +18,2020-12-01,1751-7,cumulus__missing-or-null,ambulatory +18,2020-12-01,1742-6,,ambulatory +18,2020-12-01,1742-6,cumulus__missing-or-null,ambulatory +18,2020-12-01,14959-1,, +18,2020-12-01,14959-1,cumulus__missing-or-null, +18,2020-12-01,10834-0,, +18,2020-12-01,10834-0,,ambulatory +18,2020-12-01,10834-0,cumulus__missing-or-null, +18,2020-12-01,10834-0,cumulus__missing-or-null,ambulatory 18,2020-11-01,,Detected (qualifier value), -18,2020-11-01,,Detected (qualifier value),AMB +18,2020-11-01,,Detected (qualifier value),ambulatory 18,2020-11-01,94531-1,Detected (qualifier value), -18,2020-11-01,94531-1,Detected (qualifier value),AMB -18,2020-07-01,,Urine ketone test = ++ (finding),AMB -18,2020-07-01,2514-8,Urine ketone test = ++ (finding),AMB +18,2020-11-01,94531-1,Detected (qualifier value),ambulatory +18,2020-11-01,32623-1,, +18,2020-11-01,32623-1,cumulus__missing-or-null, +18,2020-11-01,32207-3,, +18,2020-11-01,32207-3,cumulus__missing-or-null, +18,2020-11-01,21000-5,, +18,2020-11-01,21000-5,cumulus__missing-or-null, +18,2020-10-01,,Low Risk (MFS Score 0 - 24), +18,2020-10-01,,Low Risk (MFS Score 0 - 24),ambulatory +18,2020-10-01,718-7,,ambulatory +18,2020-10-01,718-7,cumulus__missing-or-null,ambulatory +18,2020-10-01,59461-4,Low Risk (MFS Score 0 - 24), +18,2020-10-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +18,2020-10-01,14959-1,,ambulatory +18,2020-10-01,14959-1,cumulus__missing-or-null,ambulatory +18,2020-08-01,6768-6,,ambulatory +18,2020-08-01,6768-6,cumulus__missing-or-null,ambulatory +18,2020-08-01,2885-2,,ambulatory +18,2020-08-01,2885-2,cumulus__missing-or-null,ambulatory +18,2020-08-01,1975-2,,ambulatory +18,2020-08-01,1975-2,cumulus__missing-or-null,ambulatory +18,2020-08-01,1920-8,,ambulatory +18,2020-08-01,1920-8,cumulus__missing-or-null,ambulatory +18,2020-08-01,1751-7,,ambulatory +18,2020-08-01,1751-7,cumulus__missing-or-null,ambulatory +18,2020-08-01,1742-6,,ambulatory +18,2020-08-01,1742-6,cumulus__missing-or-null,ambulatory +18,2020-07-01,,Urine ketone test = ++ (finding),ambulatory +18,2020-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2020-06-01,59461-4,, +18,2020-06-01,59461-4,,ambulatory +18,2020-06-01,59460-6,, +18,2020-06-01,59460-6,,ambulatory +18,2020-06-01,59460-6,cumulus__missing-or-null, +18,2020-06-01,59460-6,cumulus__missing-or-null,ambulatory +18,2020-06-01,14959-1,, +18,2020-06-01,14959-1,,ambulatory +18,2020-06-01,14959-1,cumulus__missing-or-null, +18,2020-06-01,14959-1,cumulus__missing-or-null,ambulatory +18,2020-05-01,4544-3,, +18,2020-05-01,4544-3,cumulus__missing-or-null, +18,2020-03-01,9843-4,, +18,2020-03-01,9843-4,,ambulatory +18,2020-03-01,9843-4,cumulus__missing-or-null, +18,2020-03-01,9843-4,cumulus__missing-or-null,ambulatory +18,2020-03-01,8289-1,, +18,2020-03-01,8289-1,,ambulatory +18,2020-03-01,8289-1,cumulus__missing-or-null, +18,2020-03-01,8289-1,cumulus__missing-or-null,ambulatory +18,2020-03-01,77606-2,, +18,2020-03-01,77606-2,,ambulatory +18,2020-03-01,77606-2,cumulus__missing-or-null, +18,2020-03-01,77606-2,cumulus__missing-or-null,ambulatory +18,2020-03-01,14959-1,, +18,2020-03-01,14959-1,cumulus__missing-or-null, +18,2020-01-01,14959-1,, +18,2020-01-01,14959-1,cumulus__missing-or-null, +18,2019-12-01,75626-2,,ambulatory +18,2019-12-01,75626-2,cumulus__missing-or-null,ambulatory +18,2019-11-01,789-8,, +18,2019-11-01,789-8,,ambulatory +18,2019-11-01,789-8,cumulus__missing-or-null, +18,2019-11-01,789-8,cumulus__missing-or-null,ambulatory +18,2019-11-01,787-2,, +18,2019-11-01,787-2,,ambulatory +18,2019-11-01,787-2,cumulus__missing-or-null, +18,2019-11-01,787-2,cumulus__missing-or-null,ambulatory +18,2019-11-01,786-4,, +18,2019-11-01,786-4,,ambulatory +18,2019-11-01,786-4,cumulus__missing-or-null, +18,2019-11-01,786-4,cumulus__missing-or-null,ambulatory +18,2019-11-01,785-6,, +18,2019-11-01,785-6,,ambulatory +18,2019-11-01,785-6,cumulus__missing-or-null, +18,2019-11-01,785-6,cumulus__missing-or-null,ambulatory +18,2019-11-01,777-3,, +18,2019-11-01,777-3,,ambulatory +18,2019-11-01,777-3,cumulus__missing-or-null, +18,2019-11-01,777-3,cumulus__missing-or-null,ambulatory +18,2019-11-01,718-7,, +18,2019-11-01,718-7,,ambulatory +18,2019-11-01,718-7,cumulus__missing-or-null, +18,2019-11-01,718-7,cumulus__missing-or-null,ambulatory +18,2019-11-01,6690-2,, +18,2019-11-01,6690-2,,ambulatory +18,2019-11-01,6690-2,cumulus__missing-or-null, +18,2019-11-01,6690-2,cumulus__missing-or-null,ambulatory +18,2019-11-01,32623-1,, +18,2019-11-01,32623-1,,ambulatory +18,2019-11-01,32623-1,cumulus__missing-or-null, +18,2019-11-01,32623-1,cumulus__missing-or-null,ambulatory +18,2019-11-01,32207-3,, +18,2019-11-01,32207-3,,ambulatory +18,2019-11-01,32207-3,cumulus__missing-or-null, +18,2019-11-01,32207-3,cumulus__missing-or-null,ambulatory +18,2019-11-01,21000-5,, +18,2019-11-01,21000-5,,ambulatory +18,2019-11-01,21000-5,cumulus__missing-or-null, +18,2019-11-01,21000-5,cumulus__missing-or-null,ambulatory +18,2019-10-01,9843-4,, +18,2019-10-01,9843-4,,ambulatory +18,2019-10-01,9843-4,cumulus__missing-or-null, +18,2019-10-01,9843-4,cumulus__missing-or-null,ambulatory +18,2019-10-01,8289-1,, +18,2019-10-01,8289-1,,ambulatory +18,2019-10-01,8289-1,cumulus__missing-or-null, +18,2019-10-01,8289-1,cumulus__missing-or-null,ambulatory +18,2019-10-01,77606-2,, +18,2019-10-01,77606-2,,ambulatory +18,2019-10-01,77606-2,cumulus__missing-or-null, +18,2019-10-01,77606-2,cumulus__missing-or-null,ambulatory +18,2019-09-01,,Ex-smoker (finding), +18,2019-09-01,72166-2,Ex-smoker (finding), +18,2019-09-01,59576-9,, +18,2019-09-01,59576-9,,ambulatory +18,2019-09-01,59576-9,cumulus__missing-or-null, +18,2019-09-01,59576-9,cumulus__missing-or-null,ambulatory +18,2019-09-01,14959-1,, +18,2019-09-01,14959-1,cumulus__missing-or-null, 18,2019-07-01,,Urine ketone test = ++ (finding), -18,2019-07-01,,Urine ketone test = ++ (finding),AMB +18,2019-07-01,,Urine ketone test = ++ (finding),ambulatory +18,2019-07-01,82667-7,, +18,2019-07-01,82667-7,,ambulatory +18,2019-07-01,82667-7,cumulus__missing-or-null, +18,2019-07-01,82667-7,cumulus__missing-or-null,ambulatory 18,2019-07-01,2514-8,Urine ketone test = ++ (finding), -18,2019-07-01,2514-8,Urine ketone test = ++ (finding),AMB -18,2018-07-01,,Urine ketone test = ++ (finding),AMB -18,2018-07-01,2514-8,Urine ketone test = ++ (finding),AMB -18,2017-09-01,,Urine ketone test = ++ (finding),AMB -18,2017-09-01,2514-8,Urine ketone test = ++ (finding),AMB +18,2019-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2019-06-01,789-8,,ambulatory +18,2019-06-01,789-8,cumulus__missing-or-null,ambulatory +18,2019-06-01,787-2,,ambulatory +18,2019-06-01,787-2,cumulus__missing-or-null,ambulatory +18,2019-06-01,786-4,,ambulatory +18,2019-06-01,786-4,cumulus__missing-or-null,ambulatory +18,2019-06-01,785-6,,ambulatory +18,2019-06-01,785-6,cumulus__missing-or-null,ambulatory +18,2019-06-01,777-3,,ambulatory +18,2019-06-01,777-3,cumulus__missing-or-null,ambulatory +18,2019-06-01,718-7,,ambulatory +18,2019-06-01,718-7,cumulus__missing-or-null,ambulatory +18,2019-06-01,6690-2,,ambulatory +18,2019-06-01,6690-2,cumulus__missing-or-null,ambulatory +18,2019-06-01,59461-4,, +18,2019-06-01,59460-6,, +18,2019-06-01,59460-6,cumulus__missing-or-null, +18,2019-06-01,4544-3,,ambulatory +18,2019-06-01,4544-3,cumulus__missing-or-null,ambulatory +18,2019-06-01,32623-1,, +18,2019-06-01,32623-1,,ambulatory +18,2019-06-01,32623-1,cumulus__missing-or-null, +18,2019-06-01,32623-1,cumulus__missing-or-null,ambulatory +18,2019-06-01,32207-3,, +18,2019-06-01,32207-3,,ambulatory +18,2019-06-01,32207-3,cumulus__missing-or-null, +18,2019-06-01,32207-3,cumulus__missing-or-null,ambulatory +18,2019-06-01,21000-5,, +18,2019-06-01,21000-5,,ambulatory +18,2019-06-01,21000-5,cumulus__missing-or-null, +18,2019-06-01,21000-5,cumulus__missing-or-null,ambulatory +18,2019-06-01,14959-1,, +18,2019-06-01,14959-1,,ambulatory +18,2019-06-01,14959-1,cumulus__missing-or-null, +18,2019-06-01,14959-1,cumulus__missing-or-null,ambulatory +18,2019-05-01,75626-2,,ambulatory +18,2019-05-01,75626-2,cumulus__missing-or-null,ambulatory +18,2019-05-01,14959-1,,ambulatory +18,2019-05-01,14959-1,cumulus__missing-or-null,ambulatory +18,2019-03-01,9843-4,, +18,2019-03-01,9843-4,,ambulatory +18,2019-03-01,9843-4,cumulus__missing-or-null, +18,2019-03-01,9843-4,cumulus__missing-or-null,ambulatory +18,2019-03-01,8289-1,, +18,2019-03-01,8289-1,,ambulatory +18,2019-03-01,8289-1,cumulus__missing-or-null, +18,2019-03-01,8289-1,cumulus__missing-or-null,ambulatory +18,2019-03-01,77606-2,, +18,2019-03-01,77606-2,,ambulatory +18,2019-03-01,77606-2,cumulus__missing-or-null, +18,2019-03-01,77606-2,cumulus__missing-or-null,ambulatory +18,2018-12-01,14959-1,, +18,2018-12-01,14959-1,cumulus__missing-or-null, +18,2018-11-01,6768-6,,ambulatory +18,2018-11-01,6768-6,cumulus__missing-or-null,ambulatory +18,2018-11-01,59461-4,,ambulatory +18,2018-11-01,59460-6,,ambulatory +18,2018-11-01,59460-6,cumulus__missing-or-null,ambulatory +18,2018-11-01,2885-2,,ambulatory +18,2018-11-01,2885-2,cumulus__missing-or-null,ambulatory +18,2018-11-01,1975-2,,ambulatory +18,2018-11-01,1975-2,cumulus__missing-or-null,ambulatory +18,2018-11-01,1920-8,,ambulatory +18,2018-11-01,1920-8,cumulus__missing-or-null,ambulatory +18,2018-11-01,1751-7,,ambulatory +18,2018-11-01,1751-7,cumulus__missing-or-null,ambulatory +18,2018-11-01,1742-6,,ambulatory +18,2018-11-01,1742-6,cumulus__missing-or-null,ambulatory +18,2018-10-01,9843-4,, +18,2018-10-01,9843-4,,ambulatory +18,2018-10-01,9843-4,cumulus__missing-or-null, +18,2018-10-01,9843-4,cumulus__missing-or-null,ambulatory +18,2018-10-01,8289-1,, +18,2018-10-01,8289-1,,ambulatory +18,2018-10-01,8289-1,cumulus__missing-or-null, +18,2018-10-01,8289-1,cumulus__missing-or-null,ambulatory +18,2018-10-01,77606-2,, +18,2018-10-01,77606-2,,ambulatory +18,2018-10-01,77606-2,cumulus__missing-or-null, +18,2018-10-01,77606-2,cumulus__missing-or-null,ambulatory +18,2018-09-01,789-8,, +18,2018-09-01,789-8,cumulus__missing-or-null, +18,2018-09-01,787-2,, +18,2018-09-01,787-2,cumulus__missing-or-null, +18,2018-09-01,786-4,, +18,2018-09-01,786-4,cumulus__missing-or-null, +18,2018-09-01,785-6,, +18,2018-09-01,785-6,cumulus__missing-or-null, +18,2018-09-01,777-3,, +18,2018-09-01,777-3,cumulus__missing-or-null, +18,2018-09-01,718-7,, +18,2018-09-01,718-7,cumulus__missing-or-null, +18,2018-09-01,6690-2,, +18,2018-09-01,6690-2,cumulus__missing-or-null, +18,2018-09-01,4544-3,, +18,2018-09-01,4544-3,cumulus__missing-or-null, +18,2018-09-01,32623-1,, +18,2018-09-01,32623-1,cumulus__missing-or-null, +18,2018-09-01,32207-3,, +18,2018-09-01,32207-3,cumulus__missing-or-null, +18,2018-09-01,21000-5,, +18,2018-09-01,21000-5,cumulus__missing-or-null, +18,2018-08-01,6768-6,,ambulatory +18,2018-08-01,6768-6,cumulus__missing-or-null,ambulatory +18,2018-08-01,2885-2,,ambulatory +18,2018-08-01,2885-2,cumulus__missing-or-null,ambulatory +18,2018-08-01,1975-2,,ambulatory +18,2018-08-01,1975-2,cumulus__missing-or-null,ambulatory +18,2018-08-01,1920-8,,ambulatory +18,2018-08-01,1920-8,cumulus__missing-or-null,ambulatory +18,2018-08-01,1751-7,,ambulatory +18,2018-08-01,1751-7,cumulus__missing-or-null,ambulatory +18,2018-08-01,1742-6,,ambulatory +18,2018-08-01,1742-6,cumulus__missing-or-null,ambulatory +18,2018-07-01,,Urine ketone test = ++ (finding),ambulatory +18,2018-07-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2018-04-01,14959-1,,ambulatory +18,2018-04-01,14959-1,cumulus__missing-or-null,ambulatory +18,2018-02-01,76504-0,, +18,2018-02-01,76504-0,cumulus__missing-or-null, +18,2018-01-01,9843-4,, +18,2018-01-01,9843-4,,ambulatory +18,2018-01-01,9843-4,cumulus__missing-or-null, +18,2018-01-01,9843-4,cumulus__missing-or-null,ambulatory +18,2018-01-01,8289-1,, +18,2018-01-01,8289-1,,ambulatory +18,2018-01-01,8289-1,cumulus__missing-or-null, +18,2018-01-01,8289-1,cumulus__missing-or-null,ambulatory +18,2018-01-01,77606-2,, +18,2018-01-01,77606-2,,ambulatory +18,2018-01-01,77606-2,cumulus__missing-or-null, +18,2018-01-01,77606-2,cumulus__missing-or-null,ambulatory +18,2018-01-01,59461-4,,ambulatory +18,2018-01-01,59460-6,,ambulatory +18,2018-01-01,59460-6,cumulus__missing-or-null,ambulatory +18,2017-12-01,59461-4,, +18,2017-12-01,59460-6,, +18,2017-12-01,59460-6,cumulus__missing-or-null, +18,2017-12-01,4544-3,, +18,2017-12-01,4544-3,cumulus__missing-or-null, +18,2017-12-01,14959-1,,ambulatory +18,2017-12-01,14959-1,cumulus__missing-or-null,ambulatory +18,2017-11-01,76504-0,,ambulatory +18,2017-11-01,76504-0,cumulus__missing-or-null,ambulatory +18,2017-11-01,75626-2,, +18,2017-11-01,75626-2,cumulus__missing-or-null, +18,2017-11-01,6768-6,, +18,2017-11-01,6768-6,cumulus__missing-or-null, +18,2017-11-01,2885-2,, +18,2017-11-01,2885-2,cumulus__missing-or-null, +18,2017-11-01,1975-2,, +18,2017-11-01,1975-2,cumulus__missing-or-null, +18,2017-11-01,1920-8,, +18,2017-11-01,1920-8,cumulus__missing-or-null, +18,2017-11-01,1751-7,, +18,2017-11-01,1751-7,cumulus__missing-or-null, +18,2017-11-01,1742-6,, +18,2017-11-01,1742-6,cumulus__missing-or-null, +18,2017-10-01,14959-1,, +18,2017-10-01,14959-1,cumulus__missing-or-null, +18,2017-09-01,,Urine ketone test = ++ (finding),ambulatory +18,2017-09-01,789-8,,ambulatory +18,2017-09-01,789-8,cumulus__missing-or-null,ambulatory +18,2017-09-01,787-2,,ambulatory +18,2017-09-01,787-2,cumulus__missing-or-null,ambulatory +18,2017-09-01,786-4,,ambulatory +18,2017-09-01,786-4,cumulus__missing-or-null,ambulatory +18,2017-09-01,785-6,,ambulatory +18,2017-09-01,785-6,cumulus__missing-or-null,ambulatory +18,2017-09-01,777-3,,ambulatory +18,2017-09-01,777-3,cumulus__missing-or-null,ambulatory +18,2017-09-01,718-7,,ambulatory +18,2017-09-01,718-7,cumulus__missing-or-null,ambulatory +18,2017-09-01,6768-6,, +18,2017-09-01,6768-6,,ambulatory +18,2017-09-01,6768-6,cumulus__missing-or-null, +18,2017-09-01,6768-6,cumulus__missing-or-null,ambulatory +18,2017-09-01,6690-2,,ambulatory +18,2017-09-01,6690-2,cumulus__missing-or-null,ambulatory +18,2017-09-01,59576-9,, +18,2017-09-01,59576-9,,ambulatory +18,2017-09-01,59576-9,cumulus__missing-or-null, +18,2017-09-01,59576-9,cumulus__missing-or-null,ambulatory +18,2017-09-01,4544-3,,ambulatory +18,2017-09-01,4544-3,cumulus__missing-or-null,ambulatory +18,2017-09-01,32623-1,,ambulatory +18,2017-09-01,32623-1,cumulus__missing-or-null,ambulatory +18,2017-09-01,32207-3,,ambulatory +18,2017-09-01,32207-3,cumulus__missing-or-null,ambulatory +18,2017-09-01,2885-2,, +18,2017-09-01,2885-2,,ambulatory +18,2017-09-01,2885-2,cumulus__missing-or-null, +18,2017-09-01,2885-2,cumulus__missing-or-null,ambulatory +18,2017-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +18,2017-09-01,21000-5,,ambulatory +18,2017-09-01,21000-5,cumulus__missing-or-null,ambulatory +18,2017-09-01,1975-2,, +18,2017-09-01,1975-2,,ambulatory +18,2017-09-01,1975-2,cumulus__missing-or-null, +18,2017-09-01,1975-2,cumulus__missing-or-null,ambulatory +18,2017-09-01,1920-8,, +18,2017-09-01,1920-8,,ambulatory +18,2017-09-01,1920-8,cumulus__missing-or-null, +18,2017-09-01,1920-8,cumulus__missing-or-null,ambulatory +18,2017-09-01,1751-7,, +18,2017-09-01,1751-7,,ambulatory +18,2017-09-01,1751-7,cumulus__missing-or-null, +18,2017-09-01,1751-7,cumulus__missing-or-null,ambulatory +18,2017-09-01,1742-6,, +18,2017-09-01,1742-6,,ambulatory +18,2017-09-01,1742-6,cumulus__missing-or-null, +18,2017-09-01,1742-6,cumulus__missing-or-null,ambulatory +18,2017-09-01,14959-1,,ambulatory +18,2017-09-01,14959-1,cumulus__missing-or-null,ambulatory +18,2017-09-01,10834-0,, +18,2017-09-01,10834-0,,ambulatory +18,2017-09-01,10834-0,cumulus__missing-or-null, +18,2017-09-01,10834-0,cumulus__missing-or-null,ambulatory +18,2017-08-01,718-7,,ambulatory +18,2017-08-01,718-7,cumulus__missing-or-null,ambulatory +18,2017-08-01,6768-6,, +18,2017-08-01,6768-6,,ambulatory +18,2017-08-01,6768-6,cumulus__missing-or-null, +18,2017-08-01,6768-6,cumulus__missing-or-null,ambulatory +18,2017-08-01,2885-2,, +18,2017-08-01,2885-2,,ambulatory +18,2017-08-01,2885-2,cumulus__missing-or-null, +18,2017-08-01,2885-2,cumulus__missing-or-null,ambulatory +18,2017-08-01,1975-2,, +18,2017-08-01,1975-2,,ambulatory +18,2017-08-01,1975-2,cumulus__missing-or-null, +18,2017-08-01,1975-2,cumulus__missing-or-null,ambulatory +18,2017-08-01,1920-8,, +18,2017-08-01,1920-8,,ambulatory +18,2017-08-01,1920-8,cumulus__missing-or-null, +18,2017-08-01,1920-8,cumulus__missing-or-null,ambulatory +18,2017-08-01,1751-7,, +18,2017-08-01,1751-7,,ambulatory +18,2017-08-01,1751-7,cumulus__missing-or-null, +18,2017-08-01,1751-7,cumulus__missing-or-null,ambulatory +18,2017-08-01,1742-6,, +18,2017-08-01,1742-6,,ambulatory +18,2017-08-01,1742-6,cumulus__missing-or-null, +18,2017-08-01,1742-6,cumulus__missing-or-null,ambulatory +18,2017-08-01,14959-1,, +18,2017-08-01,14959-1,,ambulatory +18,2017-08-01,14959-1,cumulus__missing-or-null, +18,2017-08-01,14959-1,cumulus__missing-or-null,ambulatory +18,2017-07-01,789-8,, +18,2017-07-01,789-8,cumulus__missing-or-null, +18,2017-07-01,787-2,, +18,2017-07-01,787-2,cumulus__missing-or-null, +18,2017-07-01,786-4,, +18,2017-07-01,786-4,cumulus__missing-or-null, +18,2017-07-01,785-6,, +18,2017-07-01,785-6,cumulus__missing-or-null, +18,2017-07-01,777-3,, +18,2017-07-01,777-3,cumulus__missing-or-null, +18,2017-07-01,718-7,, +18,2017-07-01,718-7,cumulus__missing-or-null, +18,2017-07-01,6690-2,, +18,2017-07-01,6690-2,cumulus__missing-or-null, +18,2017-07-01,4544-3,, +18,2017-07-01,4544-3,cumulus__missing-or-null, 18,2017-06-01,,Urine ketone test = ++ (finding), 18,2017-06-01,2514-8,Urine ketone test = ++ (finding), -18,2016-10-01,,Urine ketone test = ++ (finding),AMB +18,2017-05-01,14959-1,,ambulatory +18,2017-05-01,14959-1,cumulus__missing-or-null,ambulatory +18,2017-04-01,,Ex-smoker (finding), +18,2017-04-01,72166-2,Ex-smoker (finding), +18,2017-04-01,59461-4,,ambulatory +18,2017-04-01,59460-6,,ambulatory +18,2017-04-01,59460-6,cumulus__missing-or-null,ambulatory +18,2017-02-01,789-8,, +18,2017-02-01,789-8,,ambulatory +18,2017-02-01,789-8,cumulus__missing-or-null, +18,2017-02-01,789-8,cumulus__missing-or-null,ambulatory +18,2017-02-01,787-2,, +18,2017-02-01,787-2,,ambulatory +18,2017-02-01,787-2,cumulus__missing-or-null, +18,2017-02-01,787-2,cumulus__missing-or-null,ambulatory +18,2017-02-01,786-4,, +18,2017-02-01,786-4,,ambulatory +18,2017-02-01,786-4,cumulus__missing-or-null, +18,2017-02-01,786-4,cumulus__missing-or-null,ambulatory +18,2017-02-01,785-6,, +18,2017-02-01,785-6,,ambulatory +18,2017-02-01,785-6,cumulus__missing-or-null, +18,2017-02-01,785-6,cumulus__missing-or-null,ambulatory +18,2017-02-01,777-3,, +18,2017-02-01,777-3,,ambulatory +18,2017-02-01,777-3,cumulus__missing-or-null, +18,2017-02-01,777-3,cumulus__missing-or-null,ambulatory +18,2017-02-01,718-7,, +18,2017-02-01,718-7,,ambulatory +18,2017-02-01,718-7,cumulus__missing-or-null, +18,2017-02-01,718-7,cumulus__missing-or-null,ambulatory +18,2017-02-01,6690-2,, +18,2017-02-01,6690-2,,ambulatory +18,2017-02-01,6690-2,cumulus__missing-or-null, +18,2017-02-01,6690-2,cumulus__missing-or-null,ambulatory +18,2017-02-01,59576-9,, +18,2017-02-01,59576-9,,ambulatory +18,2017-02-01,59576-9,cumulus__missing-or-null, +18,2017-02-01,59576-9,cumulus__missing-or-null,ambulatory +18,2017-02-01,32623-1,, +18,2017-02-01,32623-1,,ambulatory +18,2017-02-01,32623-1,cumulus__missing-or-null, +18,2017-02-01,32623-1,cumulus__missing-or-null,ambulatory +18,2017-02-01,32207-3,, +18,2017-02-01,32207-3,,ambulatory +18,2017-02-01,32207-3,cumulus__missing-or-null, +18,2017-02-01,32207-3,cumulus__missing-or-null,ambulatory +18,2017-02-01,21000-5,, +18,2017-02-01,21000-5,,ambulatory +18,2017-02-01,21000-5,cumulus__missing-or-null, +18,2017-02-01,21000-5,cumulus__missing-or-null,ambulatory +18,2017-01-01,789-8,, +18,2017-01-01,789-8,,ambulatory +18,2017-01-01,789-8,cumulus__missing-or-null, +18,2017-01-01,789-8,cumulus__missing-or-null,ambulatory +18,2017-01-01,787-2,, +18,2017-01-01,787-2,,ambulatory +18,2017-01-01,787-2,cumulus__missing-or-null, +18,2017-01-01,787-2,cumulus__missing-or-null,ambulatory +18,2017-01-01,786-4,, +18,2017-01-01,786-4,,ambulatory +18,2017-01-01,786-4,cumulus__missing-or-null, +18,2017-01-01,786-4,cumulus__missing-or-null,ambulatory +18,2017-01-01,785-6,, +18,2017-01-01,785-6,,ambulatory +18,2017-01-01,785-6,cumulus__missing-or-null, +18,2017-01-01,785-6,cumulus__missing-or-null,ambulatory +18,2017-01-01,777-3,, +18,2017-01-01,777-3,,ambulatory +18,2017-01-01,777-3,cumulus__missing-or-null, +18,2017-01-01,777-3,cumulus__missing-or-null,ambulatory +18,2017-01-01,718-7,, +18,2017-01-01,718-7,,ambulatory +18,2017-01-01,718-7,cumulus__missing-or-null, +18,2017-01-01,718-7,cumulus__missing-or-null,ambulatory +18,2017-01-01,6690-2,, +18,2017-01-01,6690-2,,ambulatory +18,2017-01-01,6690-2,cumulus__missing-or-null, +18,2017-01-01,6690-2,cumulus__missing-or-null,ambulatory +18,2017-01-01,32623-1,, +18,2017-01-01,32623-1,,ambulatory +18,2017-01-01,32623-1,cumulus__missing-or-null, +18,2017-01-01,32623-1,cumulus__missing-or-null,ambulatory +18,2017-01-01,32207-3,, +18,2017-01-01,32207-3,,ambulatory +18,2017-01-01,32207-3,cumulus__missing-or-null, +18,2017-01-01,32207-3,cumulus__missing-or-null,ambulatory +18,2017-01-01,21000-5,, +18,2017-01-01,21000-5,,ambulatory +18,2017-01-01,21000-5,cumulus__missing-or-null, +18,2017-01-01,21000-5,cumulus__missing-or-null,ambulatory +18,2016-11-01,75626-2,, +18,2016-11-01,75626-2,,ambulatory +18,2016-11-01,75626-2,cumulus__missing-or-null, +18,2016-11-01,75626-2,cumulus__missing-or-null,ambulatory +18,2016-10-01,,Urine ketone test = ++ (finding),ambulatory 18,2016-10-01,,Urine ketone test = + (finding), -18,2016-10-01,,Urine ketone test = + (finding),AMB -18,2016-10-01,2514-8,Urine ketone test = ++ (finding),AMB +18,2016-10-01,,Urine ketone test = + (finding),ambulatory +18,2016-10-01,82667-7,, +18,2016-10-01,82667-7,,ambulatory +18,2016-10-01,82667-7,cumulus__missing-or-null, +18,2016-10-01,82667-7,cumulus__missing-or-null,ambulatory +18,2016-10-01,2514-8,Urine ketone test = ++ (finding),ambulatory 18,2016-10-01,2514-8,Urine ketone test = + (finding), -18,2016-10-01,2514-8,Urine ketone test = + (finding),AMB -18,2016-09-01,,Urine ketone test = + (finding),AMB -18,2016-09-01,2514-8,Urine ketone test = + (finding),AMB +18,2016-10-01,2514-8,Urine ketone test = + (finding),ambulatory +18,2016-09-01,,Urine ketone test = + (finding),ambulatory +18,2016-09-01,2514-8,Urine ketone test = + (finding),ambulatory +18,2016-09-01,14959-1,,ambulatory +18,2016-09-01,14959-1,cumulus__missing-or-null,ambulatory +18,2016-08-01,59461-4,, +18,2016-08-01,59460-6,, +18,2016-08-01,59460-6,cumulus__missing-or-null, +18,2016-06-01,59461-4,, +18,2016-06-01,59460-6,, +18,2016-06-01,59460-6,cumulus__missing-or-null, +18,2016-06-01,4544-3,,ambulatory +18,2016-06-01,4544-3,cumulus__missing-or-null,ambulatory +17,,3184-9,, +17,,3184-9,cumulus__missing-or-null, 17,2023-03-01,,Urine ketone test = ++ (finding), +17,2023-03-01,82667-7,,ambulatory +17,2023-03-01,82667-7,cumulus__missing-or-null,ambulatory +17,2023-03-01,76504-0,,ambulatory +17,2023-03-01,76504-0,cumulus__missing-or-null,ambulatory 17,2023-03-01,2514-8,Urine ketone test = ++ (finding), +17,2023-03-01,14959-1,, +17,2023-03-01,14959-1,cumulus__missing-or-null, 17,2023-02-01,,Urine ketone test = + (finding), -17,2023-02-01,,Urine ketone test = + (finding),AMB +17,2023-02-01,,Urine ketone test = + (finding),ambulatory +17,2023-02-01,789-8,,ambulatory +17,2023-02-01,789-8,cumulus__missing-or-null,ambulatory +17,2023-02-01,787-2,,ambulatory +17,2023-02-01,787-2,cumulus__missing-or-null,ambulatory +17,2023-02-01,786-4,,ambulatory +17,2023-02-01,786-4,cumulus__missing-or-null,ambulatory +17,2023-02-01,785-6,,ambulatory +17,2023-02-01,785-6,cumulus__missing-or-null,ambulatory +17,2023-02-01,777-3,,ambulatory +17,2023-02-01,777-3,cumulus__missing-or-null,ambulatory +17,2023-02-01,718-7,,ambulatory +17,2023-02-01,718-7,cumulus__missing-or-null,ambulatory +17,2023-02-01,6690-2,,ambulatory +17,2023-02-01,6690-2,cumulus__missing-or-null,ambulatory +17,2023-02-01,4544-3,,ambulatory +17,2023-02-01,4544-3,cumulus__missing-or-null,ambulatory +17,2023-02-01,32623-1,, +17,2023-02-01,32623-1,,ambulatory +17,2023-02-01,32623-1,cumulus__missing-or-null, +17,2023-02-01,32623-1,cumulus__missing-or-null,ambulatory +17,2023-02-01,32207-3,, +17,2023-02-01,32207-3,,ambulatory +17,2023-02-01,32207-3,cumulus__missing-or-null, +17,2023-02-01,32207-3,cumulus__missing-or-null,ambulatory 17,2023-02-01,2514-8,Urine ketone test = + (finding), -17,2023-02-01,2514-8,Urine ketone test = + (finding),AMB +17,2023-02-01,2514-8,Urine ketone test = + (finding),ambulatory +17,2023-02-01,21000-5,, +17,2023-02-01,21000-5,,ambulatory +17,2023-02-01,21000-5,cumulus__missing-or-null, +17,2023-02-01,21000-5,cumulus__missing-or-null,ambulatory +17,2023-01-01,789-8,, +17,2023-01-01,789-8,,ambulatory +17,2023-01-01,789-8,cumulus__missing-or-null, +17,2023-01-01,789-8,cumulus__missing-or-null,ambulatory +17,2023-01-01,787-2,, +17,2023-01-01,787-2,,ambulatory +17,2023-01-01,787-2,cumulus__missing-or-null, +17,2023-01-01,787-2,cumulus__missing-or-null,ambulatory +17,2023-01-01,786-4,, +17,2023-01-01,786-4,,ambulatory +17,2023-01-01,786-4,cumulus__missing-or-null, +17,2023-01-01,786-4,cumulus__missing-or-null,ambulatory +17,2023-01-01,785-6,, +17,2023-01-01,785-6,,ambulatory +17,2023-01-01,785-6,cumulus__missing-or-null, +17,2023-01-01,785-6,cumulus__missing-or-null,ambulatory +17,2023-01-01,777-3,, +17,2023-01-01,777-3,,ambulatory +17,2023-01-01,777-3,cumulus__missing-or-null, +17,2023-01-01,777-3,cumulus__missing-or-null,ambulatory +17,2023-01-01,718-7,, +17,2023-01-01,718-7,,ambulatory +17,2023-01-01,718-7,cumulus__missing-or-null, +17,2023-01-01,718-7,cumulus__missing-or-null,ambulatory +17,2023-01-01,6690-2,, +17,2023-01-01,6690-2,,ambulatory +17,2023-01-01,6690-2,cumulus__missing-or-null, +17,2023-01-01,6690-2,cumulus__missing-or-null,ambulatory +17,2022-12-01,59576-9,, +17,2022-12-01,59576-9,,ambulatory +17,2022-12-01,59576-9,cumulus__missing-or-null, +17,2022-12-01,59576-9,cumulus__missing-or-null,ambulatory +17,2022-11-01,9843-4,, +17,2022-11-01,9843-4,,ambulatory +17,2022-11-01,9843-4,cumulus__missing-or-null, +17,2022-11-01,9843-4,cumulus__missing-or-null,ambulatory +17,2022-11-01,8289-1,, +17,2022-11-01,8289-1,,ambulatory +17,2022-11-01,8289-1,cumulus__missing-or-null, +17,2022-11-01,8289-1,cumulus__missing-or-null,ambulatory +17,2022-11-01,77606-2,, +17,2022-11-01,77606-2,,ambulatory +17,2022-11-01,77606-2,cumulus__missing-or-null, +17,2022-11-01,77606-2,cumulus__missing-or-null,ambulatory +17,2022-11-01,75626-2,, +17,2022-11-01,75626-2,cumulus__missing-or-null, +17,2022-10-01,82667-7,, +17,2022-10-01,82667-7,cumulus__missing-or-null, +17,2022-09-01,59461-4,, +17,2022-09-01,59460-6,, +17,2022-09-01,59460-6,cumulus__missing-or-null, 17,2022-08-01,,Urine protein test = +++ (finding), -17,2022-08-01,,Urine protein test = +++ (finding),AMB +17,2022-08-01,,Urine protein test = +++ (finding),ambulatory 17,2022-08-01,,Urine ketone test = +++ (finding), -17,2022-08-01,,Urine ketone test = +++ (finding),AMB +17,2022-08-01,,Urine ketone test = +++ (finding),ambulatory 17,2022-08-01,,Urine ketone test = + (finding), 17,2022-08-01,2514-8,Urine ketone test = +++ (finding), -17,2022-08-01,2514-8,Urine ketone test = +++ (finding),AMB +17,2022-08-01,2514-8,Urine ketone test = +++ (finding),ambulatory 17,2022-08-01,2514-8,Urine ketone test = + (finding), 17,2022-08-01,20454-5,Urine protein test = +++ (finding), -17,2022-08-01,20454-5,Urine protein test = +++ (finding),AMB -17,2022-05-01,,Urine ketone test = ++ (finding),AMB -17,2022-05-01,2514-8,Urine ketone test = ++ (finding),AMB +17,2022-08-01,20454-5,Urine protein test = +++ (finding),ambulatory +17,2022-07-01,82667-7,,ambulatory +17,2022-07-01,82667-7,cumulus__missing-or-null,ambulatory +17,2022-07-01,4544-3,,ambulatory +17,2022-07-01,4544-3,cumulus__missing-or-null,ambulatory +17,2022-06-01,59461-4,,ambulatory +17,2022-06-01,59460-6,,ambulatory +17,2022-06-01,59460-6,cumulus__missing-or-null,ambulatory +17,2022-06-01,10834-0,, +17,2022-06-01,10834-0,,ambulatory +17,2022-06-01,10834-0,cumulus__missing-or-null, +17,2022-06-01,10834-0,cumulus__missing-or-null,ambulatory +17,2022-05-01,,Urine ketone test = ++ (finding),ambulatory +17,2022-05-01,9843-4,, +17,2022-05-01,9843-4,,ambulatory +17,2022-05-01,9843-4,cumulus__missing-or-null, +17,2022-05-01,9843-4,cumulus__missing-or-null,ambulatory +17,2022-05-01,8289-1,, +17,2022-05-01,8289-1,,ambulatory +17,2022-05-01,8289-1,cumulus__missing-or-null, +17,2022-05-01,8289-1,cumulus__missing-or-null,ambulatory +17,2022-05-01,77606-2,, +17,2022-05-01,77606-2,,ambulatory +17,2022-05-01,77606-2,cumulus__missing-or-null, +17,2022-05-01,77606-2,cumulus__missing-or-null,ambulatory +17,2022-05-01,2514-8,Urine ketone test = ++ (finding),ambulatory +17,2022-04-01,9843-4,, +17,2022-04-01,9843-4,,ambulatory +17,2022-04-01,9843-4,cumulus__missing-or-null, +17,2022-04-01,9843-4,cumulus__missing-or-null,ambulatory +17,2022-04-01,8289-1,, +17,2022-04-01,8289-1,,ambulatory +17,2022-04-01,8289-1,cumulus__missing-or-null, +17,2022-04-01,8289-1,cumulus__missing-or-null,ambulatory +17,2022-04-01,77606-2,, +17,2022-04-01,77606-2,,ambulatory +17,2022-04-01,77606-2,cumulus__missing-or-null, +17,2022-04-01,77606-2,cumulus__missing-or-null,ambulatory +17,2022-04-01,14959-1,,ambulatory +17,2022-04-01,14959-1,cumulus__missing-or-null,ambulatory +17,2022-02-01,9843-4,, +17,2022-02-01,9843-4,,ambulatory +17,2022-02-01,9843-4,cumulus__missing-or-null, +17,2022-02-01,9843-4,cumulus__missing-or-null,ambulatory +17,2022-02-01,8289-1,, +17,2022-02-01,8289-1,,ambulatory +17,2022-02-01,8289-1,cumulus__missing-or-null, +17,2022-02-01,8289-1,cumulus__missing-or-null,ambulatory +17,2022-02-01,77606-2,, +17,2022-02-01,77606-2,,ambulatory +17,2022-02-01,77606-2,cumulus__missing-or-null, +17,2022-02-01,77606-2,cumulus__missing-or-null,ambulatory +17,2022-02-01,6768-6,, +17,2022-02-01,6768-6,,ambulatory +17,2022-02-01,6768-6,cumulus__missing-or-null, +17,2022-02-01,6768-6,cumulus__missing-or-null,ambulatory +17,2022-02-01,2885-2,, +17,2022-02-01,2885-2,,ambulatory +17,2022-02-01,2885-2,cumulus__missing-or-null, +17,2022-02-01,2885-2,cumulus__missing-or-null,ambulatory +17,2022-02-01,1975-2,, +17,2022-02-01,1975-2,,ambulatory +17,2022-02-01,1975-2,cumulus__missing-or-null, +17,2022-02-01,1975-2,cumulus__missing-or-null,ambulatory +17,2022-02-01,1920-8,, +17,2022-02-01,1920-8,,ambulatory +17,2022-02-01,1920-8,cumulus__missing-or-null, +17,2022-02-01,1920-8,cumulus__missing-or-null,ambulatory +17,2022-02-01,1751-7,, +17,2022-02-01,1751-7,,ambulatory +17,2022-02-01,1751-7,cumulus__missing-or-null, +17,2022-02-01,1751-7,cumulus__missing-or-null,ambulatory +17,2022-02-01,1742-6,, +17,2022-02-01,1742-6,,ambulatory +17,2022-02-01,1742-6,cumulus__missing-or-null, +17,2022-02-01,1742-6,cumulus__missing-or-null,ambulatory +17,2022-02-01,10834-0,, +17,2022-02-01,10834-0,,ambulatory +17,2022-02-01,10834-0,cumulus__missing-or-null, +17,2022-02-01,10834-0,cumulus__missing-or-null,ambulatory 17,2021-11-01,,Urine protein test = +++ (finding), -17,2021-11-01,,Urine protein test = +++ (finding),AMB +17,2021-11-01,,Urine protein test = +++ (finding),ambulatory 17,2021-11-01,,Urine ketone test = +++ (finding), -17,2021-11-01,,Urine ketone test = +++ (finding),AMB +17,2021-11-01,,Urine ketone test = +++ (finding),ambulatory 17,2021-11-01,2514-8,Urine ketone test = +++ (finding), -17,2021-11-01,2514-8,Urine ketone test = +++ (finding),AMB +17,2021-11-01,2514-8,Urine ketone test = +++ (finding),ambulatory 17,2021-11-01,20454-5,Urine protein test = +++ (finding), -17,2021-11-01,20454-5,Urine protein test = +++ (finding),AMB +17,2021-11-01,20454-5,Urine protein test = +++ (finding),ambulatory +17,2021-08-01,789-8,,ambulatory +17,2021-08-01,789-8,cumulus__missing-or-null,ambulatory +17,2021-08-01,787-2,,ambulatory +17,2021-08-01,787-2,cumulus__missing-or-null,ambulatory +17,2021-08-01,786-4,,ambulatory +17,2021-08-01,786-4,cumulus__missing-or-null,ambulatory +17,2021-08-01,785-6,,ambulatory +17,2021-08-01,785-6,cumulus__missing-or-null,ambulatory +17,2021-08-01,777-3,,ambulatory +17,2021-08-01,777-3,cumulus__missing-or-null,ambulatory +17,2021-08-01,718-7,,ambulatory +17,2021-08-01,718-7,cumulus__missing-or-null,ambulatory +17,2021-08-01,6690-2,,ambulatory +17,2021-08-01,6690-2,cumulus__missing-or-null,ambulatory 17,2021-07-01,,Urine protein test = +++ (finding), 17,2021-07-01,,Urine ketone test = +++ (finding), 17,2021-07-01,2514-8,Urine ketone test = +++ (finding), 17,2021-07-01,20454-5,Urine protein test = +++ (finding), +17,2021-06-01,6768-6,, +17,2021-06-01,6768-6,,ambulatory +17,2021-06-01,6768-6,cumulus__missing-or-null, +17,2021-06-01,6768-6,cumulus__missing-or-null,ambulatory +17,2021-06-01,2885-2,, +17,2021-06-01,2885-2,,ambulatory +17,2021-06-01,2885-2,cumulus__missing-or-null, +17,2021-06-01,2885-2,cumulus__missing-or-null,ambulatory +17,2021-06-01,1975-2,, +17,2021-06-01,1975-2,,ambulatory +17,2021-06-01,1975-2,cumulus__missing-or-null, +17,2021-06-01,1975-2,cumulus__missing-or-null,ambulatory +17,2021-06-01,1920-8,, +17,2021-06-01,1920-8,,ambulatory +17,2021-06-01,1920-8,cumulus__missing-or-null, +17,2021-06-01,1920-8,cumulus__missing-or-null,ambulatory +17,2021-06-01,1751-7,, +17,2021-06-01,1751-7,,ambulatory +17,2021-06-01,1751-7,cumulus__missing-or-null, +17,2021-06-01,1751-7,cumulus__missing-or-null,ambulatory +17,2021-06-01,1742-6,, +17,2021-06-01,1742-6,,ambulatory +17,2021-06-01,1742-6,cumulus__missing-or-null, +17,2021-06-01,1742-6,cumulus__missing-or-null,ambulatory +17,2021-06-01,10834-0,, +17,2021-06-01,10834-0,,ambulatory +17,2021-06-01,10834-0,cumulus__missing-or-null, +17,2021-06-01,10834-0,cumulus__missing-or-null,ambulatory +17,2021-05-01,4544-3,, +17,2021-05-01,4544-3,,ambulatory +17,2021-05-01,4544-3,cumulus__missing-or-null, +17,2021-05-01,4544-3,cumulus__missing-or-null,ambulatory 17,2021-03-01,,Urine ketone test = + (finding), 17,2021-03-01,2514-8,Urine ketone test = + (finding), +17,2021-03-01,14959-1,, +17,2021-03-01,14959-1,cumulus__missing-or-null, +17,2021-02-01,4544-3,,ambulatory +17,2021-02-01,4544-3,cumulus__missing-or-null,ambulatory +17,2020-12-01,59408-5,,ambulatory +17,2020-12-01,59408-5,cumulus__missing-or-null,ambulatory +17,2020-12-01,2708-6,,ambulatory +17,2020-12-01,2708-6,cumulus__missing-or-null,ambulatory +17,2020-11-01,75626-2,, +17,2020-11-01,75626-2,,ambulatory +17,2020-11-01,75626-2,cumulus__missing-or-null, +17,2020-11-01,75626-2,cumulus__missing-or-null,ambulatory +17,2020-10-01,789-8,,ambulatory +17,2020-10-01,789-8,cumulus__missing-or-null,ambulatory +17,2020-10-01,787-2,,ambulatory +17,2020-10-01,787-2,cumulus__missing-or-null,ambulatory +17,2020-10-01,786-4,,ambulatory +17,2020-10-01,786-4,cumulus__missing-or-null,ambulatory +17,2020-10-01,785-6,,ambulatory +17,2020-10-01,785-6,cumulus__missing-or-null,ambulatory +17,2020-10-01,777-3,,ambulatory +17,2020-10-01,777-3,cumulus__missing-or-null,ambulatory +17,2020-10-01,6768-6,,ambulatory +17,2020-10-01,6768-6,cumulus__missing-or-null,ambulatory +17,2020-10-01,6690-2,,ambulatory +17,2020-10-01,6690-2,cumulus__missing-or-null,ambulatory +17,2020-10-01,59576-9,, +17,2020-10-01,59576-9,,ambulatory +17,2020-10-01,59576-9,cumulus__missing-or-null, +17,2020-10-01,59576-9,cumulus__missing-or-null,ambulatory +17,2020-10-01,32623-1,, +17,2020-10-01,32623-1,,ambulatory +17,2020-10-01,32623-1,cumulus__missing-or-null, +17,2020-10-01,32623-1,cumulus__missing-or-null,ambulatory +17,2020-10-01,32207-3,, +17,2020-10-01,32207-3,,ambulatory +17,2020-10-01,32207-3,cumulus__missing-or-null, +17,2020-10-01,32207-3,cumulus__missing-or-null,ambulatory +17,2020-10-01,2885-2,,ambulatory +17,2020-10-01,2885-2,cumulus__missing-or-null,ambulatory +17,2020-10-01,21000-5,, +17,2020-10-01,21000-5,,ambulatory +17,2020-10-01,21000-5,cumulus__missing-or-null, +17,2020-10-01,21000-5,cumulus__missing-or-null,ambulatory +17,2020-10-01,1975-2,,ambulatory +17,2020-10-01,1975-2,cumulus__missing-or-null,ambulatory +17,2020-10-01,1920-8,,ambulatory +17,2020-10-01,1920-8,cumulus__missing-or-null,ambulatory +17,2020-10-01,1751-7,,ambulatory +17,2020-10-01,1751-7,cumulus__missing-or-null,ambulatory +17,2020-10-01,1742-6,,ambulatory +17,2020-10-01,1742-6,cumulus__missing-or-null,ambulatory +17,2020-10-01,10834-0,, +17,2020-10-01,10834-0,,ambulatory +17,2020-10-01,10834-0,cumulus__missing-or-null, +17,2020-10-01,10834-0,cumulus__missing-or-null,ambulatory +17,2020-08-01,14959-1,, +17,2020-08-01,14959-1,cumulus__missing-or-null, 17,2020-07-01,,Urine ketone test = + (finding), 17,2020-07-01,2514-8,Urine ketone test = + (finding), +17,2020-05-01,14959-1,,ambulatory +17,2020-05-01,14959-1,cumulus__missing-or-null,ambulatory +17,2020-04-01,,Ex-smoker (finding),ambulatory +17,2020-04-01,72166-2,Ex-smoker (finding),ambulatory +17,2020-04-01,14959-1,, +17,2020-04-01,14959-1,,ambulatory +17,2020-04-01,14959-1,cumulus__missing-or-null, +17,2020-04-01,14959-1,cumulus__missing-or-null,ambulatory +17,2020-01-01,6768-6,, +17,2020-01-01,6768-6,,ambulatory +17,2020-01-01,6768-6,cumulus__missing-or-null, +17,2020-01-01,6768-6,cumulus__missing-or-null,ambulatory +17,2020-01-01,2885-2,, +17,2020-01-01,2885-2,,ambulatory +17,2020-01-01,2885-2,cumulus__missing-or-null, +17,2020-01-01,2885-2,cumulus__missing-or-null,ambulatory +17,2020-01-01,1975-2,, +17,2020-01-01,1975-2,,ambulatory +17,2020-01-01,1975-2,cumulus__missing-or-null, +17,2020-01-01,1975-2,cumulus__missing-or-null,ambulatory +17,2020-01-01,1920-8,, +17,2020-01-01,1920-8,,ambulatory +17,2020-01-01,1920-8,cumulus__missing-or-null, +17,2020-01-01,1920-8,cumulus__missing-or-null,ambulatory +17,2020-01-01,1751-7,, +17,2020-01-01,1751-7,,ambulatory +17,2020-01-01,1751-7,cumulus__missing-or-null, +17,2020-01-01,1751-7,cumulus__missing-or-null,ambulatory +17,2020-01-01,1742-6,, +17,2020-01-01,1742-6,,ambulatory +17,2020-01-01,1742-6,cumulus__missing-or-null, +17,2020-01-01,1742-6,cumulus__missing-or-null,ambulatory +17,2020-01-01,14959-1,,ambulatory +17,2020-01-01,14959-1,cumulus__missing-or-null,ambulatory +17,2020-01-01,10834-0,, +17,2020-01-01,10834-0,,ambulatory +17,2020-01-01,10834-0,cumulus__missing-or-null, +17,2020-01-01,10834-0,cumulus__missing-or-null,ambulatory +17,2019-11-01,4544-3,, +17,2019-11-01,4544-3,,ambulatory +17,2019-11-01,4544-3,cumulus__missing-or-null, +17,2019-11-01,4544-3,cumulus__missing-or-null,ambulatory 17,2019-09-01,,Urine ketone test = ++ (finding), -17,2019-09-01,,Urine ketone test = ++ (finding),AMB +17,2019-09-01,,Urine ketone test = ++ (finding),ambulatory +17,2019-09-01,,Ex-smoker (finding),ambulatory +17,2019-09-01,75626-2,, +17,2019-09-01,75626-2,cumulus__missing-or-null, +17,2019-09-01,72166-2,Ex-smoker (finding),ambulatory 17,2019-09-01,2514-8,Urine ketone test = ++ (finding), -17,2019-09-01,2514-8,Urine ketone test = ++ (finding),AMB +17,2019-09-01,2514-8,Urine ketone test = ++ (finding),ambulatory +17,2019-06-01,59461-4,,ambulatory +17,2019-06-01,59460-6,,ambulatory +17,2019-06-01,59460-6,cumulus__missing-or-null,ambulatory 17,2019-05-01,,Urine ketone test = + (finding), 17,2019-05-01,2514-8,Urine ketone test = + (finding), 17,2019-04-01,,Urine ketone test = + (finding), +17,2019-04-01,789-8,,ambulatory +17,2019-04-01,789-8,cumulus__missing-or-null,ambulatory +17,2019-04-01,787-2,,ambulatory +17,2019-04-01,787-2,cumulus__missing-or-null,ambulatory +17,2019-04-01,786-4,,ambulatory +17,2019-04-01,786-4,cumulus__missing-or-null,ambulatory +17,2019-04-01,785-6,,ambulatory +17,2019-04-01,785-6,cumulus__missing-or-null,ambulatory +17,2019-04-01,777-3,,ambulatory +17,2019-04-01,777-3,cumulus__missing-or-null,ambulatory +17,2019-04-01,718-7,,ambulatory +17,2019-04-01,718-7,cumulus__missing-or-null,ambulatory +17,2019-04-01,6690-2,,ambulatory +17,2019-04-01,6690-2,cumulus__missing-or-null,ambulatory +17,2019-04-01,59461-4,, +17,2019-04-01,59460-6,, +17,2019-04-01,59460-6,cumulus__missing-or-null, +17,2019-04-01,32623-1,,ambulatory +17,2019-04-01,32623-1,cumulus__missing-or-null,ambulatory +17,2019-04-01,32207-3,,ambulatory +17,2019-04-01,32207-3,cumulus__missing-or-null,ambulatory 17,2019-04-01,2514-8,Urine ketone test = + (finding), +17,2019-04-01,21000-5,,ambulatory +17,2019-04-01,21000-5,cumulus__missing-or-null,ambulatory +17,2019-04-01,14959-1,,ambulatory +17,2019-04-01,14959-1,cumulus__missing-or-null,ambulatory 17,2019-02-01,,Urine ketone test = + (finding), +17,2019-02-01,6768-6,, +17,2019-02-01,6768-6,cumulus__missing-or-null, +17,2019-02-01,2885-2,, +17,2019-02-01,2885-2,cumulus__missing-or-null, 17,2019-02-01,2514-8,Urine ketone test = + (finding), +17,2019-02-01,1975-2,, +17,2019-02-01,1975-2,cumulus__missing-or-null, +17,2019-02-01,1920-8,, +17,2019-02-01,1920-8,cumulus__missing-or-null, +17,2019-02-01,1751-7,, +17,2019-02-01,1751-7,cumulus__missing-or-null, +17,2019-02-01,1742-6,, +17,2019-02-01,1742-6,cumulus__missing-or-null, +17,2018-12-01,9843-4,, +17,2018-12-01,9843-4,,ambulatory +17,2018-12-01,9843-4,cumulus__missing-or-null, +17,2018-12-01,9843-4,cumulus__missing-or-null,ambulatory +17,2018-12-01,8289-1,, +17,2018-12-01,8289-1,,ambulatory +17,2018-12-01,8289-1,cumulus__missing-or-null, +17,2018-12-01,8289-1,cumulus__missing-or-null,ambulatory +17,2018-12-01,789-8,,ambulatory +17,2018-12-01,789-8,cumulus__missing-or-null,ambulatory +17,2018-12-01,787-2,,ambulatory +17,2018-12-01,787-2,cumulus__missing-or-null,ambulatory +17,2018-12-01,786-4,,ambulatory +17,2018-12-01,786-4,cumulus__missing-or-null,ambulatory +17,2018-12-01,785-6,,ambulatory +17,2018-12-01,785-6,cumulus__missing-or-null,ambulatory +17,2018-12-01,777-3,,ambulatory +17,2018-12-01,777-3,cumulus__missing-or-null,ambulatory +17,2018-12-01,77606-2,, +17,2018-12-01,77606-2,,ambulatory +17,2018-12-01,77606-2,cumulus__missing-or-null, +17,2018-12-01,77606-2,cumulus__missing-or-null,ambulatory +17,2018-12-01,718-7,,ambulatory +17,2018-12-01,718-7,cumulus__missing-or-null,ambulatory +17,2018-12-01,6690-2,,ambulatory +17,2018-12-01,6690-2,cumulus__missing-or-null,ambulatory +17,2018-12-01,4544-3,,ambulatory +17,2018-12-01,4544-3,cumulus__missing-or-null,ambulatory +17,2018-12-01,32623-1,, +17,2018-12-01,32623-1,,ambulatory +17,2018-12-01,32623-1,cumulus__missing-or-null, +17,2018-12-01,32623-1,cumulus__missing-or-null,ambulatory +17,2018-12-01,32207-3,, +17,2018-12-01,32207-3,,ambulatory +17,2018-12-01,32207-3,cumulus__missing-or-null, +17,2018-12-01,32207-3,cumulus__missing-or-null,ambulatory +17,2018-12-01,21000-5,, +17,2018-12-01,21000-5,,ambulatory +17,2018-12-01,21000-5,cumulus__missing-or-null, +17,2018-12-01,21000-5,cumulus__missing-or-null,ambulatory +17,2018-11-01,82667-7,, +17,2018-11-01,82667-7,,ambulatory +17,2018-11-01,82667-7,cumulus__missing-or-null, +17,2018-11-01,82667-7,cumulus__missing-or-null,ambulatory +17,2018-11-01,10834-0,, +17,2018-11-01,10834-0,,ambulatory +17,2018-11-01,10834-0,cumulus__missing-or-null, +17,2018-11-01,10834-0,cumulus__missing-or-null,ambulatory 17,2018-08-01,,Urine protein test = +++ (finding), -17,2018-08-01,,Urine protein test = +++ (finding),AMB +17,2018-08-01,,Urine protein test = +++ (finding),ambulatory 17,2018-08-01,,Urine ketone test = +++ (finding), -17,2018-08-01,,Urine ketone test = +++ (finding),AMB +17,2018-08-01,,Urine ketone test = +++ (finding),ambulatory 17,2018-08-01,2514-8,Urine ketone test = +++ (finding), -17,2018-08-01,2514-8,Urine ketone test = +++ (finding),AMB +17,2018-08-01,2514-8,Urine ketone test = +++ (finding),ambulatory 17,2018-08-01,20454-5,Urine protein test = +++ (finding), -17,2018-08-01,20454-5,Urine protein test = +++ (finding),AMB +17,2018-08-01,20454-5,Urine protein test = +++ (finding),ambulatory +17,2018-08-01,10834-0,, +17,2018-08-01,10834-0,,ambulatory +17,2018-08-01,10834-0,cumulus__missing-or-null, +17,2018-08-01,10834-0,cumulus__missing-or-null,ambulatory +17,2018-07-01,82667-7,, +17,2018-07-01,82667-7,,ambulatory +17,2018-07-01,82667-7,cumulus__missing-or-null, +17,2018-07-01,82667-7,cumulus__missing-or-null,ambulatory 17,2018-06-01,,Urine ketone test = + (finding), -17,2018-06-01,,Urine ketone test = + (finding),AMB +17,2018-06-01,,Urine ketone test = + (finding),ambulatory +17,2018-06-01,59461-4,,ambulatory +17,2018-06-01,59460-6,,ambulatory +17,2018-06-01,59460-6,cumulus__missing-or-null,ambulatory 17,2018-06-01,2514-8,Urine ketone test = + (finding), -17,2018-06-01,2514-8,Urine ketone test = + (finding),AMB +17,2018-06-01,2514-8,Urine ketone test = + (finding),ambulatory +17,2018-04-01,718-7,,ambulatory +17,2018-04-01,718-7,cumulus__missing-or-null,ambulatory +17,2018-04-01,59461-4,,ambulatory +17,2018-04-01,59460-6,,ambulatory +17,2018-04-01,59460-6,cumulus__missing-or-null,ambulatory +17,2018-01-01,14959-1,, +17,2018-01-01,14959-1,cumulus__missing-or-null, +17,2017-12-01,10834-0,, +17,2017-12-01,10834-0,cumulus__missing-or-null, +17,2017-11-01,789-8,, +17,2017-11-01,789-8,cumulus__missing-or-null, +17,2017-11-01,787-2,, +17,2017-11-01,787-2,cumulus__missing-or-null, +17,2017-11-01,786-4,, +17,2017-11-01,786-4,cumulus__missing-or-null, +17,2017-11-01,785-6,, +17,2017-11-01,785-6,cumulus__missing-or-null, +17,2017-11-01,777-3,, +17,2017-11-01,777-3,cumulus__missing-or-null, +17,2017-11-01,75626-2,,ambulatory +17,2017-11-01,75626-2,cumulus__missing-or-null,ambulatory +17,2017-11-01,718-7,, +17,2017-11-01,718-7,cumulus__missing-or-null, +17,2017-11-01,6768-6,,ambulatory +17,2017-11-01,6768-6,cumulus__missing-or-null,ambulatory +17,2017-11-01,6690-2,, +17,2017-11-01,6690-2,cumulus__missing-or-null, +17,2017-11-01,59461-4,, +17,2017-11-01,59460-6,, +17,2017-11-01,59460-6,cumulus__missing-or-null, +17,2017-11-01,4544-3,, +17,2017-11-01,4544-3,cumulus__missing-or-null, +17,2017-11-01,2885-2,,ambulatory +17,2017-11-01,2885-2,cumulus__missing-or-null,ambulatory +17,2017-11-01,1975-2,,ambulatory +17,2017-11-01,1975-2,cumulus__missing-or-null,ambulatory +17,2017-11-01,1920-8,,ambulatory +17,2017-11-01,1920-8,cumulus__missing-or-null,ambulatory +17,2017-11-01,1751-7,,ambulatory +17,2017-11-01,1751-7,cumulus__missing-or-null,ambulatory +17,2017-11-01,1742-6,,ambulatory +17,2017-11-01,1742-6,cumulus__missing-or-null,ambulatory +17,2017-10-01,9843-4,, +17,2017-10-01,9843-4,,ambulatory +17,2017-10-01,9843-4,cumulus__missing-or-null, +17,2017-10-01,9843-4,cumulus__missing-or-null,ambulatory +17,2017-10-01,8289-1,, +17,2017-10-01,8289-1,,ambulatory +17,2017-10-01,8289-1,cumulus__missing-or-null, +17,2017-10-01,8289-1,cumulus__missing-or-null,ambulatory +17,2017-10-01,77606-2,, +17,2017-10-01,77606-2,,ambulatory +17,2017-10-01,77606-2,cumulus__missing-or-null, +17,2017-10-01,77606-2,cumulus__missing-or-null,ambulatory +17,2017-08-01,789-8,,ambulatory +17,2017-08-01,789-8,cumulus__missing-or-null,ambulatory +17,2017-08-01,787-2,,ambulatory +17,2017-08-01,787-2,cumulus__missing-or-null,ambulatory +17,2017-08-01,786-4,,ambulatory +17,2017-08-01,786-4,cumulus__missing-or-null,ambulatory +17,2017-08-01,785-6,,ambulatory +17,2017-08-01,785-6,cumulus__missing-or-null,ambulatory +17,2017-08-01,777-3,,ambulatory +17,2017-08-01,777-3,cumulus__missing-or-null,ambulatory +17,2017-08-01,6690-2,,ambulatory +17,2017-08-01,6690-2,cumulus__missing-or-null,ambulatory +17,2017-08-01,10834-0,, +17,2017-08-01,10834-0,,ambulatory +17,2017-08-01,10834-0,cumulus__missing-or-null, +17,2017-08-01,10834-0,cumulus__missing-or-null,ambulatory +17,2017-04-01,,Ex-smoker (finding),ambulatory +17,2017-04-01,72166-2,Ex-smoker (finding),ambulatory +17,2017-03-01,14959-1,, +17,2017-03-01,14959-1,cumulus__missing-or-null, +17,2017-02-01,75626-2,, +17,2017-02-01,75626-2,,ambulatory +17,2017-02-01,75626-2,cumulus__missing-or-null, +17,2017-02-01,75626-2,cumulus__missing-or-null,ambulatory +17,2017-02-01,4544-3,, +17,2017-02-01,4544-3,,ambulatory +17,2017-02-01,4544-3,cumulus__missing-or-null, +17,2017-02-01,4544-3,cumulus__missing-or-null,ambulatory +17,2017-01-01,4544-3,, +17,2017-01-01,4544-3,,ambulatory +17,2017-01-01,4544-3,cumulus__missing-or-null, +17,2017-01-01,4544-3,cumulus__missing-or-null,ambulatory +17,2016-11-01,6768-6,, +17,2016-11-01,6768-6,,ambulatory +17,2016-11-01,6768-6,cumulus__missing-or-null, +17,2016-11-01,6768-6,cumulus__missing-or-null,ambulatory +17,2016-11-01,59576-9,, +17,2016-11-01,59576-9,,ambulatory +17,2016-11-01,59576-9,cumulus__missing-or-null, +17,2016-11-01,59576-9,cumulus__missing-or-null,ambulatory +17,2016-11-01,2885-2,, +17,2016-11-01,2885-2,,ambulatory +17,2016-11-01,2885-2,cumulus__missing-or-null, +17,2016-11-01,2885-2,cumulus__missing-or-null,ambulatory +17,2016-11-01,1975-2,, +17,2016-11-01,1975-2,,ambulatory +17,2016-11-01,1975-2,cumulus__missing-or-null, +17,2016-11-01,1975-2,cumulus__missing-or-null,ambulatory +17,2016-11-01,1920-8,, +17,2016-11-01,1920-8,,ambulatory +17,2016-11-01,1920-8,cumulus__missing-or-null, +17,2016-11-01,1920-8,cumulus__missing-or-null,ambulatory +17,2016-11-01,1751-7,, +17,2016-11-01,1751-7,,ambulatory +17,2016-11-01,1751-7,cumulus__missing-or-null, +17,2016-11-01,1751-7,cumulus__missing-or-null,ambulatory +17,2016-11-01,1742-6,, +17,2016-11-01,1742-6,,ambulatory +17,2016-11-01,1742-6,cumulus__missing-or-null, +17,2016-11-01,1742-6,cumulus__missing-or-null,ambulatory +17,2016-10-01,14959-1,,ambulatory +17,2016-10-01,14959-1,cumulus__missing-or-null,ambulatory +17,2016-08-01,59461-4,,ambulatory +17,2016-08-01,59460-6,,ambulatory +17,2016-08-01,59460-6,cumulus__missing-or-null,ambulatory +17,2016-07-01,789-8,, +17,2016-07-01,789-8,,ambulatory +17,2016-07-01,789-8,cumulus__missing-or-null, +17,2016-07-01,789-8,cumulus__missing-or-null,ambulatory +17,2016-07-01,787-2,, +17,2016-07-01,787-2,,ambulatory +17,2016-07-01,787-2,cumulus__missing-or-null, +17,2016-07-01,787-2,cumulus__missing-or-null,ambulatory +17,2016-07-01,786-4,, +17,2016-07-01,786-4,,ambulatory +17,2016-07-01,786-4,cumulus__missing-or-null, +17,2016-07-01,786-4,cumulus__missing-or-null,ambulatory +17,2016-07-01,785-6,, +17,2016-07-01,785-6,,ambulatory +17,2016-07-01,785-6,cumulus__missing-or-null, +17,2016-07-01,785-6,cumulus__missing-or-null,ambulatory +17,2016-07-01,777-3,, +17,2016-07-01,777-3,,ambulatory +17,2016-07-01,777-3,cumulus__missing-or-null, +17,2016-07-01,777-3,cumulus__missing-or-null,ambulatory +17,2016-07-01,718-7,, +17,2016-07-01,718-7,,ambulatory +17,2016-07-01,718-7,cumulus__missing-or-null, +17,2016-07-01,718-7,cumulus__missing-or-null,ambulatory +17,2016-07-01,6690-2,, +17,2016-07-01,6690-2,,ambulatory +17,2016-07-01,6690-2,cumulus__missing-or-null, +17,2016-07-01,6690-2,cumulus__missing-or-null,ambulatory +17,2016-07-01,4544-3,, +17,2016-07-01,4544-3,,ambulatory +17,2016-07-01,4544-3,cumulus__missing-or-null, +17,2016-07-01,4544-3,cumulus__missing-or-null,ambulatory 17,2016-06-01,,Urine ketone test = + (finding), 17,2016-06-01,2514-8,Urine ketone test = + (finding), +16,,59408-5,,emergency +16,,59408-5,cumulus__missing-or-null,emergency +16,,33762-6,,emergency +16,,33762-6,cumulus__missing-or-null,emergency +16,,2708-6,,emergency +16,,2708-6,cumulus__missing-or-null,emergency +16,,2502-3,,emergency +16,,2502-3,cumulus__missing-or-null,emergency +16,,2500-7,,emergency +16,,2500-7,cumulus__missing-or-null,emergency +16,,2498-4,,emergency +16,,2498-4,cumulus__missing-or-null,emergency +16,,2276-4,,emergency +16,,2276-4,cumulus__missing-or-null,emergency +16,,19123-9,,emergency +16,,19123-9,cumulus__missing-or-null,emergency 16,2023-03-01,,Urine protein test = +++ (finding), -16,2023-03-01,,Urine protein test = +++ (finding),AMB +16,2023-03-01,,Urine protein test = +++ (finding),ambulatory 16,2023-03-01,,Urine ketone test = +++ (finding), -16,2023-03-01,,Urine ketone test = +++ (finding),AMB +16,2023-03-01,,Urine ketone test = +++ (finding),ambulatory +16,2023-03-01,4544-3,, +16,2023-03-01,4544-3,,ambulatory +16,2023-03-01,4544-3,cumulus__missing-or-null, +16,2023-03-01,4544-3,cumulus__missing-or-null,ambulatory 16,2023-03-01,2514-8,Urine ketone test = +++ (finding), -16,2023-03-01,2514-8,Urine ketone test = +++ (finding),AMB +16,2023-03-01,2514-8,Urine ketone test = +++ (finding),ambulatory 16,2023-03-01,20454-5,Urine protein test = +++ (finding), -16,2023-03-01,20454-5,Urine protein test = +++ (finding),AMB -16,2022-08-01,,Urine ketone test = ++ (finding),AMB -16,2022-08-01,,Urine ketone test = + (finding),AMB -16,2022-08-01,2514-8,Urine ketone test = ++ (finding),AMB -16,2022-08-01,2514-8,Urine ketone test = + (finding),AMB +16,2023-03-01,20454-5,Urine protein test = +++ (finding),ambulatory +16,2023-01-01,4544-3,, +16,2023-01-01,4544-3,,ambulatory +16,2023-01-01,4544-3,cumulus__missing-or-null, +16,2023-01-01,4544-3,cumulus__missing-or-null,ambulatory +16,2023-01-01,10834-0,, +16,2023-01-01,10834-0,,ambulatory +16,2023-01-01,10834-0,cumulus__missing-or-null, +16,2023-01-01,10834-0,cumulus__missing-or-null,ambulatory +16,2022-12-01,789-8,, +16,2022-12-01,789-8,,ambulatory +16,2022-12-01,789-8,cumulus__missing-or-null, +16,2022-12-01,789-8,cumulus__missing-or-null,ambulatory +16,2022-12-01,787-2,, +16,2022-12-01,787-2,,ambulatory +16,2022-12-01,787-2,cumulus__missing-or-null, +16,2022-12-01,787-2,cumulus__missing-or-null,ambulatory +16,2022-12-01,786-4,, +16,2022-12-01,786-4,,ambulatory +16,2022-12-01,786-4,cumulus__missing-or-null, +16,2022-12-01,786-4,cumulus__missing-or-null,ambulatory +16,2022-12-01,785-6,, +16,2022-12-01,785-6,,ambulatory +16,2022-12-01,785-6,cumulus__missing-or-null, +16,2022-12-01,785-6,cumulus__missing-or-null,ambulatory +16,2022-12-01,777-3,, +16,2022-12-01,777-3,,ambulatory +16,2022-12-01,777-3,cumulus__missing-or-null, +16,2022-12-01,777-3,cumulus__missing-or-null,ambulatory +16,2022-12-01,718-7,, +16,2022-12-01,718-7,,ambulatory +16,2022-12-01,718-7,cumulus__missing-or-null, +16,2022-12-01,718-7,cumulus__missing-or-null,ambulatory +16,2022-12-01,6690-2,, +16,2022-12-01,6690-2,,ambulatory +16,2022-12-01,6690-2,cumulus__missing-or-null, +16,2022-12-01,6690-2,cumulus__missing-or-null,ambulatory +16,2022-12-01,32623-1,, +16,2022-12-01,32623-1,,ambulatory +16,2022-12-01,32623-1,cumulus__missing-or-null, +16,2022-12-01,32623-1,cumulus__missing-or-null,ambulatory +16,2022-12-01,32207-3,, +16,2022-12-01,32207-3,,ambulatory +16,2022-12-01,32207-3,cumulus__missing-or-null, +16,2022-12-01,32207-3,cumulus__missing-or-null,ambulatory +16,2022-12-01,21000-5,, +16,2022-12-01,21000-5,,ambulatory +16,2022-12-01,21000-5,cumulus__missing-or-null, +16,2022-12-01,21000-5,cumulus__missing-or-null,ambulatory +16,2022-11-01,75626-2,,ambulatory +16,2022-11-01,75626-2,cumulus__missing-or-null,ambulatory +16,2022-10-01,82667-7,,ambulatory +16,2022-10-01,82667-7,cumulus__missing-or-null,ambulatory +16,2022-10-01,59576-9,, +16,2022-10-01,59576-9,,ambulatory +16,2022-10-01,59576-9,cumulus__missing-or-null, +16,2022-10-01,59576-9,cumulus__missing-or-null,ambulatory +16,2022-08-01,,Urine ketone test = ++ (finding),ambulatory +16,2022-08-01,,Urine ketone test = + (finding),ambulatory +16,2022-08-01,2514-8,Urine ketone test = ++ (finding),ambulatory +16,2022-08-01,2514-8,Urine ketone test = + (finding),ambulatory 16,2022-06-01,,Urine protein test = +++ (finding), -16,2022-06-01,,Urine protein test = +++ (finding),AMB +16,2022-06-01,,Urine protein test = +++ (finding),ambulatory 16,2022-06-01,,Urine ketone test = +++ (finding), -16,2022-06-01,,Urine ketone test = +++ (finding),AMB +16,2022-06-01,,Urine ketone test = +++ (finding),ambulatory 16,2022-06-01,2514-8,Urine ketone test = +++ (finding), -16,2022-06-01,2514-8,Urine ketone test = +++ (finding),AMB +16,2022-06-01,2514-8,Urine ketone test = +++ (finding),ambulatory 16,2022-06-01,20454-5,Urine protein test = +++ (finding), -16,2022-06-01,20454-5,Urine protein test = +++ (finding),AMB +16,2022-06-01,20454-5,Urine protein test = +++ (finding),ambulatory 16,2022-05-01,,Urine protein test = +++ (finding), -16,2022-05-01,,Urine protein test = +++ (finding),AMB +16,2022-05-01,,Urine protein test = +++ (finding),ambulatory 16,2022-05-01,,Urine ketone test = +++ (finding), -16,2022-05-01,,Urine ketone test = +++ (finding),AMB +16,2022-05-01,,Urine ketone test = +++ (finding),ambulatory +16,2022-05-01,789-8,,ambulatory +16,2022-05-01,789-8,cumulus__missing-or-null,ambulatory +16,2022-05-01,787-2,,ambulatory +16,2022-05-01,787-2,cumulus__missing-or-null,ambulatory +16,2022-05-01,786-4,,ambulatory +16,2022-05-01,786-4,cumulus__missing-or-null,ambulatory +16,2022-05-01,785-6,,ambulatory +16,2022-05-01,785-6,cumulus__missing-or-null,ambulatory +16,2022-05-01,777-3,,ambulatory +16,2022-05-01,777-3,cumulus__missing-or-null,ambulatory +16,2022-05-01,718-7,,ambulatory +16,2022-05-01,718-7,cumulus__missing-or-null,ambulatory +16,2022-05-01,6768-6,,ambulatory +16,2022-05-01,6768-6,cumulus__missing-or-null,ambulatory +16,2022-05-01,6690-2,,ambulatory +16,2022-05-01,6690-2,cumulus__missing-or-null,ambulatory +16,2022-05-01,4544-3,,ambulatory +16,2022-05-01,4544-3,cumulus__missing-or-null,ambulatory +16,2022-05-01,32623-1,, +16,2022-05-01,32623-1,,ambulatory +16,2022-05-01,32623-1,cumulus__missing-or-null, +16,2022-05-01,32623-1,cumulus__missing-or-null,ambulatory +16,2022-05-01,32207-3,, +16,2022-05-01,32207-3,,ambulatory +16,2022-05-01,32207-3,cumulus__missing-or-null, +16,2022-05-01,32207-3,cumulus__missing-or-null,ambulatory +16,2022-05-01,2885-2,,ambulatory +16,2022-05-01,2885-2,cumulus__missing-or-null,ambulatory 16,2022-05-01,2514-8,Urine ketone test = +++ (finding), -16,2022-05-01,2514-8,Urine ketone test = +++ (finding),AMB +16,2022-05-01,2514-8,Urine ketone test = +++ (finding),ambulatory +16,2022-05-01,21000-5,, +16,2022-05-01,21000-5,,ambulatory +16,2022-05-01,21000-5,cumulus__missing-or-null, +16,2022-05-01,21000-5,cumulus__missing-or-null,ambulatory 16,2022-05-01,20454-5,Urine protein test = +++ (finding), -16,2022-05-01,20454-5,Urine protein test = +++ (finding),AMB +16,2022-05-01,20454-5,Urine protein test = +++ (finding),ambulatory +16,2022-05-01,1975-2,,ambulatory +16,2022-05-01,1975-2,cumulus__missing-or-null,ambulatory +16,2022-05-01,1920-8,,ambulatory +16,2022-05-01,1920-8,cumulus__missing-or-null,ambulatory +16,2022-05-01,1751-7,,ambulatory +16,2022-05-01,1751-7,cumulus__missing-or-null,ambulatory +16,2022-05-01,1742-6,,ambulatory +16,2022-05-01,1742-6,cumulus__missing-or-null,ambulatory +16,2022-05-01,10834-0,, +16,2022-05-01,10834-0,,ambulatory +16,2022-05-01,10834-0,cumulus__missing-or-null, +16,2022-05-01,10834-0,cumulus__missing-or-null,ambulatory 16,2022-04-01,,Urine ketone test = + (finding), 16,2022-04-01,2514-8,Urine ketone test = + (finding), 16,2022-03-01,,Urine ketone test = + (finding), -16,2022-03-01,,Urine ketone test = + (finding),AMB +16,2022-03-01,,Urine ketone test = + (finding),ambulatory 16,2022-03-01,2514-8,Urine ketone test = + (finding), -16,2022-03-01,2514-8,Urine ketone test = + (finding),AMB +16,2022-03-01,2514-8,Urine ketone test = + (finding),ambulatory 16,2021-12-01,,Urine ketone test = + (finding), -16,2021-12-01,,Urine ketone test = + (finding),AMB +16,2021-12-01,,Urine ketone test = + (finding),ambulatory 16,2021-12-01,2514-8,Urine ketone test = + (finding), -16,2021-12-01,2514-8,Urine ketone test = + (finding),AMB -16,2021-10-01,,Urine protein test = +++ (finding),AMB -16,2021-10-01,,Urine ketone test = +++ (finding),AMB -16,2021-10-01,2514-8,Urine ketone test = +++ (finding),AMB -16,2021-10-01,20454-5,Urine protein test = +++ (finding),AMB +16,2021-12-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2021-11-01,75626-2,, +16,2021-11-01,75626-2,,ambulatory +16,2021-11-01,75626-2,cumulus__missing-or-null, +16,2021-11-01,75626-2,cumulus__missing-or-null,ambulatory +16,2021-10-01,,Urine protein test = +++ (finding),ambulatory +16,2021-10-01,,Urine ketone test = +++ (finding),ambulatory +16,2021-10-01,789-8,,ambulatory +16,2021-10-01,789-8,cumulus__missing-or-null,ambulatory +16,2021-10-01,787-2,,ambulatory +16,2021-10-01,787-2,cumulus__missing-or-null,ambulatory +16,2021-10-01,786-4,,ambulatory +16,2021-10-01,786-4,cumulus__missing-or-null,ambulatory +16,2021-10-01,785-6,,ambulatory +16,2021-10-01,785-6,cumulus__missing-or-null,ambulatory +16,2021-10-01,777-3,,ambulatory +16,2021-10-01,777-3,cumulus__missing-or-null,ambulatory +16,2021-10-01,718-7,,ambulatory +16,2021-10-01,718-7,cumulus__missing-or-null,ambulatory +16,2021-10-01,6690-2,,ambulatory +16,2021-10-01,6690-2,cumulus__missing-or-null,ambulatory +16,2021-10-01,32623-1,,ambulatory +16,2021-10-01,32623-1,cumulus__missing-or-null,ambulatory +16,2021-10-01,32207-3,,ambulatory +16,2021-10-01,32207-3,cumulus__missing-or-null,ambulatory +16,2021-10-01,2514-8,Urine ketone test = +++ (finding),ambulatory +16,2021-10-01,21000-5,,ambulatory +16,2021-10-01,21000-5,cumulus__missing-or-null,ambulatory +16,2021-10-01,20454-5,Urine protein test = +++ (finding),ambulatory 16,2021-09-01,,Urine ketone test = + (finding), -16,2021-09-01,,Urine ketone test = + (finding),AMB +16,2021-09-01,,Urine ketone test = + (finding),ambulatory 16,2021-09-01,2514-8,Urine ketone test = + (finding), -16,2021-09-01,2514-8,Urine ketone test = + (finding),AMB +16,2021-09-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2021-08-01,32623-1,, +16,2021-08-01,32623-1,,ambulatory +16,2021-08-01,32623-1,cumulus__missing-or-null, +16,2021-08-01,32623-1,cumulus__missing-or-null,ambulatory +16,2021-08-01,32207-3,, +16,2021-08-01,32207-3,,ambulatory +16,2021-08-01,32207-3,cumulus__missing-or-null, +16,2021-08-01,32207-3,cumulus__missing-or-null,ambulatory +16,2021-08-01,21000-5,, +16,2021-08-01,21000-5,,ambulatory +16,2021-08-01,21000-5,cumulus__missing-or-null, +16,2021-08-01,21000-5,cumulus__missing-or-null,ambulatory +16,2021-08-01,14959-1,,ambulatory +16,2021-08-01,14959-1,cumulus__missing-or-null,ambulatory +16,2021-07-01,789-8,, +16,2021-07-01,789-8,,ambulatory +16,2021-07-01,789-8,cumulus__missing-or-null, +16,2021-07-01,789-8,cumulus__missing-or-null,ambulatory +16,2021-07-01,787-2,, +16,2021-07-01,787-2,,ambulatory +16,2021-07-01,787-2,cumulus__missing-or-null, +16,2021-07-01,787-2,cumulus__missing-or-null,ambulatory +16,2021-07-01,786-4,, +16,2021-07-01,786-4,,ambulatory +16,2021-07-01,786-4,cumulus__missing-or-null, +16,2021-07-01,786-4,cumulus__missing-or-null,ambulatory +16,2021-07-01,785-6,, +16,2021-07-01,785-6,,ambulatory +16,2021-07-01,785-6,cumulus__missing-or-null, +16,2021-07-01,785-6,cumulus__missing-or-null,ambulatory +16,2021-07-01,777-3,, +16,2021-07-01,777-3,,ambulatory +16,2021-07-01,777-3,cumulus__missing-or-null, +16,2021-07-01,777-3,cumulus__missing-or-null,ambulatory +16,2021-07-01,718-7,, +16,2021-07-01,718-7,,ambulatory +16,2021-07-01,718-7,cumulus__missing-or-null, +16,2021-07-01,718-7,cumulus__missing-or-null,ambulatory +16,2021-07-01,6690-2,, +16,2021-07-01,6690-2,,ambulatory +16,2021-07-01,6690-2,cumulus__missing-or-null, +16,2021-07-01,6690-2,cumulus__missing-or-null,ambulatory +16,2021-07-01,32623-1,, +16,2021-07-01,32623-1,,ambulatory +16,2021-07-01,32623-1,cumulus__missing-or-null, +16,2021-07-01,32623-1,cumulus__missing-or-null,ambulatory +16,2021-07-01,32207-3,, +16,2021-07-01,32207-3,,ambulatory +16,2021-07-01,32207-3,cumulus__missing-or-null, +16,2021-07-01,32207-3,cumulus__missing-or-null,ambulatory +16,2021-07-01,21000-5,, +16,2021-07-01,21000-5,,ambulatory +16,2021-07-01,21000-5,cumulus__missing-or-null, +16,2021-07-01,21000-5,cumulus__missing-or-null,ambulatory +16,2021-06-01,4544-3,, +16,2021-06-01,4544-3,,ambulatory +16,2021-06-01,4544-3,cumulus__missing-or-null, +16,2021-06-01,4544-3,cumulus__missing-or-null,ambulatory 16,2020-12-01,,Detected (qualifier value), -16,2020-12-01,,Detected (qualifier value),AMB +16,2020-12-01,,Detected (qualifier value),ambulatory 16,2020-12-01,94531-1,Detected (qualifier value), -16,2020-12-01,94531-1,Detected (qualifier value),AMB -16,2020-07-01,,Urine ketone test = + (finding),AMB -16,2020-07-01,2514-8,Urine ketone test = + (finding),AMB +16,2020-12-01,94531-1,Detected (qualifier value),ambulatory +16,2020-12-01,14959-1,,ambulatory +16,2020-12-01,14959-1,cumulus__missing-or-null,ambulatory +16,2020-11-01,6768-6,,ambulatory +16,2020-11-01,6768-6,cumulus__missing-or-null,ambulatory +16,2020-11-01,59461-4,, +16,2020-11-01,59461-4,,ambulatory +16,2020-11-01,59460-6,, +16,2020-11-01,59460-6,,ambulatory +16,2020-11-01,59460-6,cumulus__missing-or-null, +16,2020-11-01,59460-6,cumulus__missing-or-null,ambulatory +16,2020-11-01,2885-2,,ambulatory +16,2020-11-01,2885-2,cumulus__missing-or-null,ambulatory +16,2020-11-01,1975-2,,ambulatory +16,2020-11-01,1975-2,cumulus__missing-or-null,ambulatory +16,2020-11-01,1920-8,,ambulatory +16,2020-11-01,1920-8,cumulus__missing-or-null,ambulatory +16,2020-11-01,1751-7,,ambulatory +16,2020-11-01,1751-7,cumulus__missing-or-null,ambulatory +16,2020-11-01,1742-6,,ambulatory +16,2020-11-01,1742-6,cumulus__missing-or-null,ambulatory +16,2020-11-01,14959-1,, +16,2020-11-01,14959-1,,ambulatory +16,2020-11-01,14959-1,cumulus__missing-or-null, +16,2020-11-01,14959-1,cumulus__missing-or-null,ambulatory +16,2020-11-01,10834-0,, +16,2020-11-01,10834-0,,ambulatory +16,2020-11-01,10834-0,cumulus__missing-or-null, +16,2020-11-01,10834-0,cumulus__missing-or-null,ambulatory +16,2020-10-01,9843-4,, +16,2020-10-01,9843-4,,ambulatory +16,2020-10-01,9843-4,cumulus__missing-or-null, +16,2020-10-01,9843-4,cumulus__missing-or-null,ambulatory +16,2020-10-01,8289-1,, +16,2020-10-01,8289-1,,ambulatory +16,2020-10-01,8289-1,cumulus__missing-or-null, +16,2020-10-01,8289-1,cumulus__missing-or-null,ambulatory +16,2020-10-01,77606-2,, +16,2020-10-01,77606-2,,ambulatory +16,2020-10-01,77606-2,cumulus__missing-or-null, +16,2020-10-01,77606-2,cumulus__missing-or-null,ambulatory +16,2020-09-01,59576-9,, +16,2020-09-01,59576-9,,ambulatory +16,2020-09-01,59576-9,cumulus__missing-or-null, +16,2020-09-01,59576-9,cumulus__missing-or-null,ambulatory +16,2020-08-01,14959-1,,ambulatory +16,2020-08-01,14959-1,cumulus__missing-or-null,ambulatory +16,2020-08-01,10834-0,, +16,2020-08-01,10834-0,,ambulatory +16,2020-08-01,10834-0,cumulus__missing-or-null, +16,2020-08-01,10834-0,cumulus__missing-or-null,ambulatory +16,2020-07-01,,Urine ketone test = + (finding),ambulatory +16,2020-07-01,789-8,, +16,2020-07-01,789-8,cumulus__missing-or-null, +16,2020-07-01,787-2,, +16,2020-07-01,787-2,cumulus__missing-or-null, +16,2020-07-01,786-4,, +16,2020-07-01,786-4,cumulus__missing-or-null, +16,2020-07-01,785-6,, +16,2020-07-01,785-6,cumulus__missing-or-null, +16,2020-07-01,777-3,, +16,2020-07-01,777-3,cumulus__missing-or-null, +16,2020-07-01,718-7,, +16,2020-07-01,718-7,cumulus__missing-or-null, +16,2020-07-01,6690-2,, +16,2020-07-01,6690-2,cumulus__missing-or-null, +16,2020-07-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2020-06-01,6768-6,,ambulatory +16,2020-06-01,6768-6,cumulus__missing-or-null,ambulatory +16,2020-06-01,2885-2,,ambulatory +16,2020-06-01,2885-2,cumulus__missing-or-null,ambulatory +16,2020-06-01,1975-2,,ambulatory +16,2020-06-01,1975-2,cumulus__missing-or-null,ambulatory +16,2020-06-01,1920-8,,ambulatory +16,2020-06-01,1920-8,cumulus__missing-or-null,ambulatory +16,2020-06-01,1751-7,,ambulatory +16,2020-06-01,1751-7,cumulus__missing-or-null,ambulatory +16,2020-06-01,1742-6,,ambulatory +16,2020-06-01,1742-6,cumulus__missing-or-null,ambulatory +16,2020-06-01,10834-0,, +16,2020-06-01,10834-0,,ambulatory +16,2020-06-01,10834-0,cumulus__missing-or-null, +16,2020-06-01,10834-0,cumulus__missing-or-null,ambulatory +16,2020-05-01,789-8,,ambulatory +16,2020-05-01,789-8,cumulus__missing-or-null,ambulatory +16,2020-05-01,787-2,,ambulatory +16,2020-05-01,787-2,cumulus__missing-or-null,ambulatory +16,2020-05-01,786-4,,ambulatory +16,2020-05-01,786-4,cumulus__missing-or-null,ambulatory +16,2020-05-01,785-6,,ambulatory +16,2020-05-01,785-6,cumulus__missing-or-null,ambulatory +16,2020-05-01,777-3,,ambulatory +16,2020-05-01,777-3,cumulus__missing-or-null,ambulatory +16,2020-05-01,75626-2,, +16,2020-05-01,75626-2,cumulus__missing-or-null, +16,2020-05-01,718-7,,ambulatory +16,2020-05-01,718-7,cumulus__missing-or-null,ambulatory +16,2020-05-01,6768-6,, +16,2020-05-01,6768-6,cumulus__missing-or-null, +16,2020-05-01,6690-2,,ambulatory +16,2020-05-01,6690-2,cumulus__missing-or-null,ambulatory +16,2020-05-01,32623-1,, +16,2020-05-01,32623-1,,ambulatory +16,2020-05-01,32623-1,cumulus__missing-or-null, +16,2020-05-01,32623-1,cumulus__missing-or-null,ambulatory +16,2020-05-01,32207-3,, +16,2020-05-01,32207-3,,ambulatory +16,2020-05-01,32207-3,cumulus__missing-or-null, +16,2020-05-01,32207-3,cumulus__missing-or-null,ambulatory +16,2020-05-01,2885-2,, +16,2020-05-01,2885-2,cumulus__missing-or-null, +16,2020-05-01,21000-5,, +16,2020-05-01,21000-5,,ambulatory +16,2020-05-01,21000-5,cumulus__missing-or-null, +16,2020-05-01,21000-5,cumulus__missing-or-null,ambulatory +16,2020-05-01,1975-2,, +16,2020-05-01,1975-2,cumulus__missing-or-null, +16,2020-05-01,1920-8,, +16,2020-05-01,1920-8,cumulus__missing-or-null, +16,2020-05-01,1751-7,, +16,2020-05-01,1751-7,cumulus__missing-or-null, +16,2020-05-01,1742-6,, +16,2020-05-01,1742-6,cumulus__missing-or-null, +16,2020-04-01,9843-4,, +16,2020-04-01,9843-4,,ambulatory +16,2020-04-01,9843-4,cumulus__missing-or-null, +16,2020-04-01,9843-4,cumulus__missing-or-null,ambulatory +16,2020-04-01,8289-1,, +16,2020-04-01,8289-1,,ambulatory +16,2020-04-01,8289-1,cumulus__missing-or-null, +16,2020-04-01,8289-1,cumulus__missing-or-null,ambulatory +16,2020-04-01,789-8,, +16,2020-04-01,789-8,,ambulatory +16,2020-04-01,789-8,cumulus__missing-or-null, +16,2020-04-01,789-8,cumulus__missing-or-null,ambulatory +16,2020-04-01,787-2,, +16,2020-04-01,787-2,,ambulatory +16,2020-04-01,787-2,cumulus__missing-or-null, +16,2020-04-01,787-2,cumulus__missing-or-null,ambulatory +16,2020-04-01,786-4,, +16,2020-04-01,786-4,,ambulatory +16,2020-04-01,786-4,cumulus__missing-or-null, +16,2020-04-01,786-4,cumulus__missing-or-null,ambulatory +16,2020-04-01,785-6,, +16,2020-04-01,785-6,,ambulatory +16,2020-04-01,785-6,cumulus__missing-or-null, +16,2020-04-01,785-6,cumulus__missing-or-null,ambulatory +16,2020-04-01,777-3,, +16,2020-04-01,777-3,,ambulatory +16,2020-04-01,777-3,cumulus__missing-or-null, +16,2020-04-01,777-3,cumulus__missing-or-null,ambulatory +16,2020-04-01,77606-2,, +16,2020-04-01,77606-2,,ambulatory +16,2020-04-01,77606-2,cumulus__missing-or-null, +16,2020-04-01,77606-2,cumulus__missing-or-null,ambulatory +16,2020-04-01,718-7,, +16,2020-04-01,718-7,,ambulatory +16,2020-04-01,718-7,cumulus__missing-or-null, +16,2020-04-01,718-7,cumulus__missing-or-null,ambulatory +16,2020-04-01,6690-2,, +16,2020-04-01,6690-2,,ambulatory +16,2020-04-01,6690-2,cumulus__missing-or-null, +16,2020-04-01,6690-2,cumulus__missing-or-null,ambulatory +16,2020-04-01,4544-3,, +16,2020-04-01,4544-3,,ambulatory +16,2020-04-01,4544-3,cumulus__missing-or-null, +16,2020-04-01,4544-3,cumulus__missing-or-null,ambulatory +16,2020-04-01,32623-1,, +16,2020-04-01,32623-1,,ambulatory +16,2020-04-01,32623-1,cumulus__missing-or-null, +16,2020-04-01,32623-1,cumulus__missing-or-null,ambulatory +16,2020-04-01,32207-3,, +16,2020-04-01,32207-3,,ambulatory +16,2020-04-01,32207-3,cumulus__missing-or-null, +16,2020-04-01,32207-3,cumulus__missing-or-null,ambulatory +16,2020-04-01,21000-5,, +16,2020-04-01,21000-5,,ambulatory +16,2020-04-01,21000-5,cumulus__missing-or-null, +16,2020-04-01,21000-5,cumulus__missing-or-null,ambulatory +16,2020-03-01,789-8,, +16,2020-03-01,789-8,,ambulatory +16,2020-03-01,789-8,cumulus__missing-or-null, +16,2020-03-01,789-8,cumulus__missing-or-null,ambulatory +16,2020-03-01,787-2,, +16,2020-03-01,787-2,,ambulatory +16,2020-03-01,787-2,cumulus__missing-or-null, +16,2020-03-01,787-2,cumulus__missing-or-null,ambulatory +16,2020-03-01,786-4,, +16,2020-03-01,786-4,,ambulatory +16,2020-03-01,786-4,cumulus__missing-or-null, +16,2020-03-01,786-4,cumulus__missing-or-null,ambulatory +16,2020-03-01,785-6,, +16,2020-03-01,785-6,,ambulatory +16,2020-03-01,785-6,cumulus__missing-or-null, +16,2020-03-01,785-6,cumulus__missing-or-null,ambulatory +16,2020-03-01,777-3,, +16,2020-03-01,777-3,,ambulatory +16,2020-03-01,777-3,cumulus__missing-or-null, +16,2020-03-01,777-3,cumulus__missing-or-null,ambulatory +16,2020-03-01,718-7,, +16,2020-03-01,718-7,,ambulatory +16,2020-03-01,718-7,cumulus__missing-or-null, +16,2020-03-01,718-7,cumulus__missing-or-null,ambulatory +16,2020-03-01,6690-2,, +16,2020-03-01,6690-2,,ambulatory +16,2020-03-01,6690-2,cumulus__missing-or-null, +16,2020-03-01,6690-2,cumulus__missing-or-null,ambulatory +16,2020-03-01,4544-3,, +16,2020-03-01,4544-3,,ambulatory +16,2020-03-01,4544-3,cumulus__missing-or-null, +16,2020-03-01,4544-3,cumulus__missing-or-null,ambulatory +16,2020-03-01,32623-1,, +16,2020-03-01,32623-1,,ambulatory +16,2020-03-01,32623-1,cumulus__missing-or-null, +16,2020-03-01,32623-1,cumulus__missing-or-null,ambulatory +16,2020-03-01,32207-3,, +16,2020-03-01,32207-3,,ambulatory +16,2020-03-01,32207-3,cumulus__missing-or-null, +16,2020-03-01,32207-3,cumulus__missing-or-null,ambulatory +16,2020-03-01,21000-5,, +16,2020-03-01,21000-5,,ambulatory +16,2020-03-01,21000-5,cumulus__missing-or-null, +16,2020-03-01,21000-5,cumulus__missing-or-null,ambulatory 16,2020-02-01,,Urine ketone test = + (finding), +16,2020-02-01,789-8,, +16,2020-02-01,789-8,,ambulatory +16,2020-02-01,789-8,cumulus__missing-or-null, +16,2020-02-01,789-8,cumulus__missing-or-null,ambulatory +16,2020-02-01,787-2,, +16,2020-02-01,787-2,,ambulatory +16,2020-02-01,787-2,cumulus__missing-or-null, +16,2020-02-01,787-2,cumulus__missing-or-null,ambulatory +16,2020-02-01,786-4,, +16,2020-02-01,786-4,,ambulatory +16,2020-02-01,786-4,cumulus__missing-or-null, +16,2020-02-01,786-4,cumulus__missing-or-null,ambulatory +16,2020-02-01,785-6,, +16,2020-02-01,785-6,,ambulatory +16,2020-02-01,785-6,cumulus__missing-or-null, +16,2020-02-01,785-6,cumulus__missing-or-null,ambulatory +16,2020-02-01,777-3,, +16,2020-02-01,777-3,,ambulatory +16,2020-02-01,777-3,cumulus__missing-or-null, +16,2020-02-01,777-3,cumulus__missing-or-null,ambulatory +16,2020-02-01,718-7,, +16,2020-02-01,718-7,,ambulatory +16,2020-02-01,718-7,cumulus__missing-or-null, +16,2020-02-01,718-7,cumulus__missing-or-null,ambulatory +16,2020-02-01,6690-2,, +16,2020-02-01,6690-2,,ambulatory +16,2020-02-01,6690-2,cumulus__missing-or-null, +16,2020-02-01,6690-2,cumulus__missing-or-null,ambulatory +16,2020-02-01,32623-1,, +16,2020-02-01,32623-1,,ambulatory +16,2020-02-01,32623-1,cumulus__missing-or-null, +16,2020-02-01,32623-1,cumulus__missing-or-null,ambulatory +16,2020-02-01,32207-3,, +16,2020-02-01,32207-3,,ambulatory +16,2020-02-01,32207-3,cumulus__missing-or-null, +16,2020-02-01,32207-3,cumulus__missing-or-null,ambulatory 16,2020-02-01,2514-8,Urine ketone test = + (finding), +16,2020-02-01,21000-5,, +16,2020-02-01,21000-5,,ambulatory +16,2020-02-01,21000-5,cumulus__missing-or-null, +16,2020-02-01,21000-5,cumulus__missing-or-null,ambulatory +16,2019-12-01,14959-1,, +16,2019-12-01,14959-1,,ambulatory +16,2019-12-01,14959-1,cumulus__missing-or-null, +16,2019-12-01,14959-1,cumulus__missing-or-null,ambulatory +16,2019-09-01,75626-2,,ambulatory +16,2019-09-01,75626-2,cumulus__missing-or-null,ambulatory +16,2019-08-01,76504-0,, +16,2019-08-01,76504-0,cumulus__missing-or-null, +16,2019-07-01,789-8,, +16,2019-07-01,789-8,,ambulatory +16,2019-07-01,789-8,cumulus__missing-or-null, +16,2019-07-01,789-8,cumulus__missing-or-null,ambulatory +16,2019-07-01,787-2,, +16,2019-07-01,787-2,,ambulatory +16,2019-07-01,787-2,cumulus__missing-or-null, +16,2019-07-01,787-2,cumulus__missing-or-null,ambulatory +16,2019-07-01,786-4,, +16,2019-07-01,786-4,,ambulatory +16,2019-07-01,786-4,cumulus__missing-or-null, +16,2019-07-01,786-4,cumulus__missing-or-null,ambulatory +16,2019-07-01,785-6,, +16,2019-07-01,785-6,,ambulatory +16,2019-07-01,785-6,cumulus__missing-or-null, +16,2019-07-01,785-6,cumulus__missing-or-null,ambulatory +16,2019-07-01,777-3,, +16,2019-07-01,777-3,,ambulatory +16,2019-07-01,777-3,cumulus__missing-or-null, +16,2019-07-01,777-3,cumulus__missing-or-null,ambulatory +16,2019-07-01,718-7,, +16,2019-07-01,718-7,,ambulatory +16,2019-07-01,718-7,cumulus__missing-or-null, +16,2019-07-01,718-7,cumulus__missing-or-null,ambulatory +16,2019-07-01,6690-2,, +16,2019-07-01,6690-2,,ambulatory +16,2019-07-01,6690-2,cumulus__missing-or-null, +16,2019-07-01,6690-2,cumulus__missing-or-null,ambulatory +16,2019-07-01,4544-3,, +16,2019-07-01,4544-3,,ambulatory +16,2019-07-01,4544-3,cumulus__missing-or-null, +16,2019-07-01,4544-3,cumulus__missing-or-null,ambulatory +16,2019-07-01,32623-1,, +16,2019-07-01,32623-1,,ambulatory +16,2019-07-01,32623-1,cumulus__missing-or-null, +16,2019-07-01,32623-1,cumulus__missing-or-null,ambulatory +16,2019-07-01,32207-3,, +16,2019-07-01,32207-3,,ambulatory +16,2019-07-01,32207-3,cumulus__missing-or-null, +16,2019-07-01,32207-3,cumulus__missing-or-null,ambulatory +16,2019-07-01,21000-5,, +16,2019-07-01,21000-5,,ambulatory +16,2019-07-01,21000-5,cumulus__missing-or-null, +16,2019-07-01,21000-5,cumulus__missing-or-null,ambulatory 16,2019-06-01,,Urine ketone test = + (finding), -16,2019-06-01,,Urine ketone test = + (finding),AMB +16,2019-06-01,,Urine ketone test = + (finding),ambulatory 16,2019-06-01,2514-8,Urine ketone test = + (finding), -16,2019-06-01,2514-8,Urine ketone test = + (finding),AMB -16,2019-03-01,,Urine ketone test = + (finding),AMB -16,2019-03-01,2514-8,Urine ketone test = + (finding),AMB -16,2019-02-01,,Urine ketone test = + (finding),AMB -16,2019-02-01,2514-8,Urine ketone test = + (finding),AMB +16,2019-06-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2019-04-01,59461-4,,ambulatory +16,2019-04-01,59460-6,,ambulatory +16,2019-04-01,59460-6,cumulus__missing-or-null,ambulatory +16,2019-04-01,4544-3,,ambulatory +16,2019-04-01,4544-3,cumulus__missing-or-null,ambulatory +16,2019-03-01,,Urine ketone test = + (finding),ambulatory +16,2019-03-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2019-02-01,,Urine ketone test = + (finding),ambulatory +16,2019-02-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2019-02-01,14959-1,, +16,2019-02-01,14959-1,,ambulatory +16,2019-02-01,14959-1,cumulus__missing-or-null, +16,2019-02-01,14959-1,cumulus__missing-or-null,ambulatory +16,2018-12-01,14959-1,,ambulatory +16,2018-12-01,14959-1,cumulus__missing-or-null,ambulatory 16,2018-11-01,,Urine ketone test = + (finding), 16,2018-11-01,2514-8,Urine ketone test = + (finding), +16,2018-10-01,6768-6,,ambulatory +16,2018-10-01,6768-6,cumulus__missing-or-null,ambulatory +16,2018-10-01,2885-2,,ambulatory +16,2018-10-01,2885-2,cumulus__missing-or-null,ambulatory +16,2018-10-01,1975-2,,ambulatory +16,2018-10-01,1975-2,cumulus__missing-or-null,ambulatory +16,2018-10-01,1920-8,,ambulatory +16,2018-10-01,1920-8,cumulus__missing-or-null,ambulatory +16,2018-10-01,1751-7,,ambulatory +16,2018-10-01,1751-7,cumulus__missing-or-null,ambulatory +16,2018-10-01,1742-6,,ambulatory +16,2018-10-01,1742-6,cumulus__missing-or-null,ambulatory +16,2018-10-01,10834-0,, +16,2018-10-01,10834-0,,ambulatory +16,2018-10-01,10834-0,cumulus__missing-or-null, +16,2018-10-01,10834-0,cumulus__missing-or-null,ambulatory 16,2018-09-01,,Urine ketone test = + (finding), -16,2018-09-01,,Urine ketone test = + (finding),AMB +16,2018-09-01,,Urine ketone test = + (finding),ambulatory +16,2018-09-01,6768-6,, +16,2018-09-01,6768-6,,ambulatory +16,2018-09-01,6768-6,cumulus__missing-or-null, +16,2018-09-01,6768-6,cumulus__missing-or-null,ambulatory +16,2018-09-01,2885-2,, +16,2018-09-01,2885-2,,ambulatory +16,2018-09-01,2885-2,cumulus__missing-or-null, +16,2018-09-01,2885-2,cumulus__missing-or-null,ambulatory 16,2018-09-01,2514-8,Urine ketone test = + (finding), -16,2018-09-01,2514-8,Urine ketone test = + (finding),AMB +16,2018-09-01,2514-8,Urine ketone test = + (finding),ambulatory +16,2018-09-01,1975-2,, +16,2018-09-01,1975-2,,ambulatory +16,2018-09-01,1975-2,cumulus__missing-or-null, +16,2018-09-01,1975-2,cumulus__missing-or-null,ambulatory +16,2018-09-01,1920-8,, +16,2018-09-01,1920-8,,ambulatory +16,2018-09-01,1920-8,cumulus__missing-or-null, +16,2018-09-01,1920-8,cumulus__missing-or-null,ambulatory +16,2018-09-01,1751-7,, +16,2018-09-01,1751-7,,ambulatory +16,2018-09-01,1751-7,cumulus__missing-or-null, +16,2018-09-01,1751-7,cumulus__missing-or-null,ambulatory +16,2018-09-01,1742-6,, +16,2018-09-01,1742-6,,ambulatory +16,2018-09-01,1742-6,cumulus__missing-or-null, +16,2018-09-01,1742-6,cumulus__missing-or-null,ambulatory +16,2018-09-01,10834-0,, +16,2018-09-01,10834-0,,ambulatory +16,2018-09-01,10834-0,cumulus__missing-or-null, +16,2018-09-01,10834-0,cumulus__missing-or-null,ambulatory +16,2018-07-01,9843-4,, +16,2018-07-01,9843-4,,ambulatory +16,2018-07-01,9843-4,cumulus__missing-or-null, +16,2018-07-01,9843-4,cumulus__missing-or-null,ambulatory +16,2018-07-01,8289-1,, +16,2018-07-01,8289-1,,ambulatory +16,2018-07-01,8289-1,cumulus__missing-or-null, +16,2018-07-01,8289-1,cumulus__missing-or-null,ambulatory +16,2018-07-01,77606-2,, +16,2018-07-01,77606-2,,ambulatory +16,2018-07-01,77606-2,cumulus__missing-or-null, +16,2018-07-01,77606-2,cumulus__missing-or-null,ambulatory +16,2018-06-01,6768-6,, +16,2018-06-01,6768-6,cumulus__missing-or-null, +16,2018-06-01,2885-2,, +16,2018-06-01,2885-2,cumulus__missing-or-null, +16,2018-06-01,1975-2,, +16,2018-06-01,1975-2,cumulus__missing-or-null, +16,2018-06-01,1920-8,, +16,2018-06-01,1920-8,cumulus__missing-or-null, +16,2018-06-01,1751-7,, +16,2018-06-01,1751-7,cumulus__missing-or-null, +16,2018-06-01,1742-6,, +16,2018-06-01,1742-6,cumulus__missing-or-null, +16,2018-06-01,14959-1,, +16,2018-06-01,14959-1,cumulus__missing-or-null, +16,2018-04-01,789-8,,ambulatory +16,2018-04-01,789-8,cumulus__missing-or-null,ambulatory +16,2018-04-01,787-2,,ambulatory +16,2018-04-01,787-2,cumulus__missing-or-null,ambulatory +16,2018-04-01,786-4,,ambulatory +16,2018-04-01,786-4,cumulus__missing-or-null,ambulatory +16,2018-04-01,785-6,,ambulatory +16,2018-04-01,785-6,cumulus__missing-or-null,ambulatory +16,2018-04-01,777-3,,ambulatory +16,2018-04-01,777-3,cumulus__missing-or-null,ambulatory +16,2018-04-01,6690-2,,ambulatory +16,2018-04-01,6690-2,cumulus__missing-or-null,ambulatory +16,2018-04-01,32623-1,, +16,2018-04-01,32623-1,,ambulatory +16,2018-04-01,32623-1,cumulus__missing-or-null, +16,2018-04-01,32623-1,cumulus__missing-or-null,ambulatory +16,2018-04-01,32207-3,, +16,2018-04-01,32207-3,,ambulatory +16,2018-04-01,32207-3,cumulus__missing-or-null, +16,2018-04-01,32207-3,cumulus__missing-or-null,ambulatory +16,2018-04-01,21000-5,, +16,2018-04-01,21000-5,,ambulatory +16,2018-04-01,21000-5,cumulus__missing-or-null, +16,2018-04-01,21000-5,cumulus__missing-or-null,ambulatory 16,2018-03-01,,Urine protein test = +++ (finding), -16,2018-03-01,,Urine protein test = +++ (finding),AMB +16,2018-03-01,,Urine protein test = +++ (finding),ambulatory 16,2018-03-01,,Urine ketone test = +++ (finding), -16,2018-03-01,,Urine ketone test = +++ (finding),AMB +16,2018-03-01,,Urine ketone test = +++ (finding),ambulatory 16,2018-03-01,,Urine ketone test = + (finding), -16,2018-03-01,,Urine ketone test = + (finding),AMB +16,2018-03-01,,Urine ketone test = + (finding),ambulatory +16,2018-03-01,6768-6,,ambulatory +16,2018-03-01,6768-6,cumulus__missing-or-null,ambulatory +16,2018-03-01,2885-2,,ambulatory +16,2018-03-01,2885-2,cumulus__missing-or-null,ambulatory 16,2018-03-01,2514-8,Urine ketone test = +++ (finding), -16,2018-03-01,2514-8,Urine ketone test = +++ (finding),AMB +16,2018-03-01,2514-8,Urine ketone test = +++ (finding),ambulatory 16,2018-03-01,2514-8,Urine ketone test = + (finding), -16,2018-03-01,2514-8,Urine ketone test = + (finding),AMB +16,2018-03-01,2514-8,Urine ketone test = + (finding),ambulatory 16,2018-03-01,20454-5,Urine protein test = +++ (finding), -16,2018-03-01,20454-5,Urine protein test = +++ (finding),AMB +16,2018-03-01,20454-5,Urine protein test = +++ (finding),ambulatory +16,2018-03-01,1975-2,,ambulatory +16,2018-03-01,1975-2,cumulus__missing-or-null,ambulatory +16,2018-03-01,1920-8,,ambulatory +16,2018-03-01,1920-8,cumulus__missing-or-null,ambulatory +16,2018-03-01,1751-7,,ambulatory +16,2018-03-01,1751-7,cumulus__missing-or-null,ambulatory +16,2018-03-01,1742-6,,ambulatory +16,2018-03-01,1742-6,cumulus__missing-or-null,ambulatory +16,2018-03-01,14959-1,,ambulatory +16,2018-03-01,14959-1,cumulus__missing-or-null,ambulatory 16,2018-02-01,,Urine protein test = +++ (finding), -16,2018-02-01,,Urine protein test = +++ (finding),AMB +16,2018-02-01,,Urine protein test = +++ (finding),ambulatory 16,2018-02-01,,Urine ketone test = +++ (finding), -16,2018-02-01,,Urine ketone test = +++ (finding),AMB +16,2018-02-01,,Urine ketone test = +++ (finding),ambulatory +16,2018-02-01,76504-0,,ambulatory +16,2018-02-01,76504-0,cumulus__missing-or-null,ambulatory 16,2018-02-01,2514-8,Urine ketone test = +++ (finding), -16,2018-02-01,2514-8,Urine ketone test = +++ (finding),AMB +16,2018-02-01,2514-8,Urine ketone test = +++ (finding),ambulatory 16,2018-02-01,20454-5,Urine protein test = +++ (finding), -16,2018-02-01,20454-5,Urine protein test = +++ (finding),AMB +16,2018-02-01,20454-5,Urine protein test = +++ (finding),ambulatory 16,2017-12-01,,Urine protein test = +++ (finding), -16,2017-12-01,,Urine protein test = +++ (finding),AMB +16,2017-12-01,,Urine protein test = +++ (finding),ambulatory 16,2017-12-01,,Urine ketone test = +++ (finding), -16,2017-12-01,,Urine ketone test = +++ (finding),AMB +16,2017-12-01,,Urine ketone test = +++ (finding),ambulatory +16,2017-12-01,789-8,,ambulatory +16,2017-12-01,789-8,cumulus__missing-or-null,ambulatory +16,2017-12-01,787-2,,ambulatory +16,2017-12-01,787-2,cumulus__missing-or-null,ambulatory +16,2017-12-01,786-4,,ambulatory +16,2017-12-01,786-4,cumulus__missing-or-null,ambulatory +16,2017-12-01,785-6,,ambulatory +16,2017-12-01,785-6,cumulus__missing-or-null,ambulatory +16,2017-12-01,777-3,,ambulatory +16,2017-12-01,777-3,cumulus__missing-or-null,ambulatory +16,2017-12-01,718-7,,ambulatory +16,2017-12-01,718-7,cumulus__missing-or-null,ambulatory +16,2017-12-01,6768-6,,ambulatory +16,2017-12-01,6768-6,cumulus__missing-or-null,ambulatory +16,2017-12-01,6690-2,,ambulatory +16,2017-12-01,6690-2,cumulus__missing-or-null,ambulatory +16,2017-12-01,59461-4,,ambulatory +16,2017-12-01,59460-6,,ambulatory +16,2017-12-01,59460-6,cumulus__missing-or-null,ambulatory +16,2017-12-01,32623-1,, +16,2017-12-01,32623-1,,ambulatory +16,2017-12-01,32623-1,cumulus__missing-or-null, +16,2017-12-01,32623-1,cumulus__missing-or-null,ambulatory +16,2017-12-01,32207-3,, +16,2017-12-01,32207-3,,ambulatory +16,2017-12-01,32207-3,cumulus__missing-or-null, +16,2017-12-01,32207-3,cumulus__missing-or-null,ambulatory +16,2017-12-01,2885-2,,ambulatory +16,2017-12-01,2885-2,cumulus__missing-or-null,ambulatory 16,2017-12-01,2514-8,Urine ketone test = +++ (finding), -16,2017-12-01,2514-8,Urine ketone test = +++ (finding),AMB +16,2017-12-01,2514-8,Urine ketone test = +++ (finding),ambulatory +16,2017-12-01,21000-5,, +16,2017-12-01,21000-5,,ambulatory +16,2017-12-01,21000-5,cumulus__missing-or-null, +16,2017-12-01,21000-5,cumulus__missing-or-null,ambulatory 16,2017-12-01,20454-5,Urine protein test = +++ (finding), -16,2017-12-01,20454-5,Urine protein test = +++ (finding),AMB -16,2017-06-01,,Urine ketone test = ++ (finding),AMB -16,2017-06-01,2514-8,Urine ketone test = ++ (finding),AMB -16,2016-06-01,,Urine ketone test = + (finding),AMB -16,2016-06-01,2514-8,Urine ketone test = + (finding),AMB +16,2017-12-01,20454-5,Urine protein test = +++ (finding),ambulatory +16,2017-12-01,1975-2,,ambulatory +16,2017-12-01,1975-2,cumulus__missing-or-null,ambulatory +16,2017-12-01,1920-8,,ambulatory +16,2017-12-01,1920-8,cumulus__missing-or-null,ambulatory +16,2017-12-01,1751-7,,ambulatory +16,2017-12-01,1751-7,cumulus__missing-or-null,ambulatory +16,2017-12-01,1742-6,,ambulatory +16,2017-12-01,1742-6,cumulus__missing-or-null,ambulatory +16,2017-12-01,10834-0,,ambulatory +16,2017-12-01,10834-0,cumulus__missing-or-null,ambulatory +16,2017-11-01,789-8,,ambulatory +16,2017-11-01,789-8,cumulus__missing-or-null,ambulatory +16,2017-11-01,787-2,,ambulatory +16,2017-11-01,787-2,cumulus__missing-or-null,ambulatory +16,2017-11-01,786-4,,ambulatory +16,2017-11-01,786-4,cumulus__missing-or-null,ambulatory +16,2017-11-01,785-6,,ambulatory +16,2017-11-01,785-6,cumulus__missing-or-null,ambulatory +16,2017-11-01,777-3,,ambulatory +16,2017-11-01,777-3,cumulus__missing-or-null,ambulatory +16,2017-11-01,718-7,,ambulatory +16,2017-11-01,718-7,cumulus__missing-or-null,ambulatory +16,2017-11-01,6690-2,,ambulatory +16,2017-11-01,6690-2,cumulus__missing-or-null,ambulatory +16,2017-11-01,4544-3,,ambulatory +16,2017-11-01,4544-3,cumulus__missing-or-null,ambulatory +16,2017-11-01,10834-0,, +16,2017-11-01,10834-0,,ambulatory +16,2017-11-01,10834-0,cumulus__missing-or-null, +16,2017-11-01,10834-0,cumulus__missing-or-null,ambulatory +16,2017-10-01,6768-6,, +16,2017-10-01,6768-6,,ambulatory +16,2017-10-01,6768-6,cumulus__missing-or-null, +16,2017-10-01,6768-6,cumulus__missing-or-null,ambulatory +16,2017-10-01,59461-4,,ambulatory +16,2017-10-01,59460-6,,ambulatory +16,2017-10-01,59460-6,cumulus__missing-or-null,ambulatory +16,2017-10-01,2885-2,, +16,2017-10-01,2885-2,,ambulatory +16,2017-10-01,2885-2,cumulus__missing-or-null, +16,2017-10-01,2885-2,cumulus__missing-or-null,ambulatory +16,2017-10-01,1975-2,, +16,2017-10-01,1975-2,,ambulatory +16,2017-10-01,1975-2,cumulus__missing-or-null, +16,2017-10-01,1975-2,cumulus__missing-or-null,ambulatory +16,2017-10-01,1920-8,, +16,2017-10-01,1920-8,,ambulatory +16,2017-10-01,1920-8,cumulus__missing-or-null, +16,2017-10-01,1920-8,cumulus__missing-or-null,ambulatory +16,2017-10-01,1751-7,, +16,2017-10-01,1751-7,,ambulatory +16,2017-10-01,1751-7,cumulus__missing-or-null, +16,2017-10-01,1751-7,cumulus__missing-or-null,ambulatory +16,2017-10-01,1742-6,, +16,2017-10-01,1742-6,,ambulatory +16,2017-10-01,1742-6,cumulus__missing-or-null, +16,2017-10-01,1742-6,cumulus__missing-or-null,ambulatory +16,2017-08-01,32623-1,,ambulatory +16,2017-08-01,32623-1,cumulus__missing-or-null,ambulatory +16,2017-08-01,32207-3,,ambulatory +16,2017-08-01,32207-3,cumulus__missing-or-null,ambulatory +16,2017-08-01,21000-5,,ambulatory +16,2017-08-01,21000-5,cumulus__missing-or-null,ambulatory +16,2017-07-01,6768-6,,ambulatory +16,2017-07-01,6768-6,cumulus__missing-or-null,ambulatory +16,2017-07-01,2885-2,,ambulatory +16,2017-07-01,2885-2,cumulus__missing-or-null,ambulatory +16,2017-07-01,1975-2,,ambulatory +16,2017-07-01,1975-2,cumulus__missing-or-null,ambulatory +16,2017-07-01,1920-8,,ambulatory +16,2017-07-01,1920-8,cumulus__missing-or-null,ambulatory +16,2017-07-01,1751-7,,ambulatory +16,2017-07-01,1751-7,cumulus__missing-or-null,ambulatory +16,2017-07-01,1742-6,,ambulatory +16,2017-07-01,1742-6,cumulus__missing-or-null,ambulatory +16,2017-07-01,10834-0,, +16,2017-07-01,10834-0,,ambulatory +16,2017-07-01,10834-0,cumulus__missing-or-null, +16,2017-07-01,10834-0,cumulus__missing-or-null,ambulatory +16,2017-06-01,,Urine ketone test = ++ (finding),ambulatory +16,2017-06-01,2514-8,Urine ketone test = ++ (finding),ambulatory +16,2017-05-01,789-8,, +16,2017-05-01,789-8,,ambulatory +16,2017-05-01,789-8,cumulus__missing-or-null, +16,2017-05-01,789-8,cumulus__missing-or-null,ambulatory +16,2017-05-01,787-2,, +16,2017-05-01,787-2,,ambulatory +16,2017-05-01,787-2,cumulus__missing-or-null, +16,2017-05-01,787-2,cumulus__missing-or-null,ambulatory +16,2017-05-01,786-4,, +16,2017-05-01,786-4,,ambulatory +16,2017-05-01,786-4,cumulus__missing-or-null, +16,2017-05-01,786-4,cumulus__missing-or-null,ambulatory +16,2017-05-01,785-6,, +16,2017-05-01,785-6,,ambulatory +16,2017-05-01,785-6,cumulus__missing-or-null, +16,2017-05-01,785-6,cumulus__missing-or-null,ambulatory +16,2017-05-01,777-3,, +16,2017-05-01,777-3,,ambulatory +16,2017-05-01,777-3,cumulus__missing-or-null, +16,2017-05-01,777-3,cumulus__missing-or-null,ambulatory +16,2017-05-01,718-7,, +16,2017-05-01,718-7,,ambulatory +16,2017-05-01,718-7,cumulus__missing-or-null, +16,2017-05-01,718-7,cumulus__missing-or-null,ambulatory +16,2017-05-01,6690-2,, +16,2017-05-01,6690-2,,ambulatory +16,2017-05-01,6690-2,cumulus__missing-or-null, +16,2017-05-01,6690-2,cumulus__missing-or-null,ambulatory +16,2017-05-01,4544-3,, +16,2017-05-01,4544-3,,ambulatory +16,2017-05-01,4544-3,cumulus__missing-or-null, +16,2017-05-01,4544-3,cumulus__missing-or-null,ambulatory +16,2017-05-01,32623-1,, +16,2017-05-01,32623-1,,ambulatory +16,2017-05-01,32623-1,cumulus__missing-or-null, +16,2017-05-01,32623-1,cumulus__missing-or-null,ambulatory +16,2017-05-01,32207-3,, +16,2017-05-01,32207-3,,ambulatory +16,2017-05-01,32207-3,cumulus__missing-or-null, +16,2017-05-01,32207-3,cumulus__missing-or-null,ambulatory +16,2017-05-01,21000-5,, +16,2017-05-01,21000-5,,ambulatory +16,2017-05-01,21000-5,cumulus__missing-or-null, +16,2017-05-01,21000-5,cumulus__missing-or-null,ambulatory +16,2017-04-01,6768-6,, +16,2017-04-01,6768-6,,ambulatory +16,2017-04-01,6768-6,cumulus__missing-or-null, +16,2017-04-01,6768-6,cumulus__missing-or-null,ambulatory +16,2017-04-01,2885-2,, +16,2017-04-01,2885-2,,ambulatory +16,2017-04-01,2885-2,cumulus__missing-or-null, +16,2017-04-01,2885-2,cumulus__missing-or-null,ambulatory +16,2017-04-01,1975-2,, +16,2017-04-01,1975-2,,ambulatory +16,2017-04-01,1975-2,cumulus__missing-or-null, +16,2017-04-01,1975-2,cumulus__missing-or-null,ambulatory +16,2017-04-01,1920-8,, +16,2017-04-01,1920-8,,ambulatory +16,2017-04-01,1920-8,cumulus__missing-or-null, +16,2017-04-01,1920-8,cumulus__missing-or-null,ambulatory +16,2017-04-01,1751-7,, +16,2017-04-01,1751-7,,ambulatory +16,2017-04-01,1751-7,cumulus__missing-or-null, +16,2017-04-01,1751-7,cumulus__missing-or-null,ambulatory +16,2017-04-01,1742-6,, +16,2017-04-01,1742-6,,ambulatory +16,2017-04-01,1742-6,cumulus__missing-or-null, +16,2017-04-01,1742-6,cumulus__missing-or-null,ambulatory +16,2017-04-01,10834-0,, +16,2017-04-01,10834-0,,ambulatory +16,2017-04-01,10834-0,cumulus__missing-or-null, +16,2017-04-01,10834-0,cumulus__missing-or-null,ambulatory +16,2017-03-01,6768-6,, +16,2017-03-01,6768-6,,ambulatory +16,2017-03-01,6768-6,cumulus__missing-or-null, +16,2017-03-01,6768-6,cumulus__missing-or-null,ambulatory +16,2017-03-01,2885-2,, +16,2017-03-01,2885-2,,ambulatory +16,2017-03-01,2885-2,cumulus__missing-or-null, +16,2017-03-01,2885-2,cumulus__missing-or-null,ambulatory +16,2017-03-01,1975-2,, +16,2017-03-01,1975-2,,ambulatory +16,2017-03-01,1975-2,cumulus__missing-or-null, +16,2017-03-01,1975-2,cumulus__missing-or-null,ambulatory +16,2017-03-01,1920-8,, +16,2017-03-01,1920-8,,ambulatory +16,2017-03-01,1920-8,cumulus__missing-or-null, +16,2017-03-01,1920-8,cumulus__missing-or-null,ambulatory +16,2017-03-01,1751-7,, +16,2017-03-01,1751-7,,ambulatory +16,2017-03-01,1751-7,cumulus__missing-or-null, +16,2017-03-01,1751-7,cumulus__missing-or-null,ambulatory +16,2017-03-01,1742-6,, +16,2017-03-01,1742-6,,ambulatory +16,2017-03-01,1742-6,cumulus__missing-or-null, +16,2017-03-01,1742-6,cumulus__missing-or-null,ambulatory +16,2017-03-01,10834-0,, +16,2017-03-01,10834-0,,ambulatory +16,2017-03-01,10834-0,cumulus__missing-or-null, +16,2017-03-01,10834-0,cumulus__missing-or-null,ambulatory +16,2017-01-01,9843-4,, +16,2017-01-01,9843-4,,ambulatory +16,2017-01-01,9843-4,cumulus__missing-or-null, +16,2017-01-01,9843-4,cumulus__missing-or-null,ambulatory +16,2017-01-01,8289-1,, +16,2017-01-01,8289-1,,ambulatory +16,2017-01-01,8289-1,cumulus__missing-or-null, +16,2017-01-01,8289-1,cumulus__missing-or-null,ambulatory +16,2017-01-01,77606-2,, +16,2017-01-01,77606-2,,ambulatory +16,2017-01-01,77606-2,cumulus__missing-or-null, +16,2017-01-01,77606-2,cumulus__missing-or-null,ambulatory +16,2016-11-01,10834-0,, +16,2016-11-01,10834-0,,ambulatory +16,2016-11-01,10834-0,cumulus__missing-or-null, +16,2016-11-01,10834-0,cumulus__missing-or-null,ambulatory +16,2016-10-01,6768-6,, +16,2016-10-01,6768-6,,ambulatory +16,2016-10-01,6768-6,cumulus__missing-or-null, +16,2016-10-01,6768-6,cumulus__missing-or-null,ambulatory +16,2016-10-01,2885-2,, +16,2016-10-01,2885-2,,ambulatory +16,2016-10-01,2885-2,cumulus__missing-or-null, +16,2016-10-01,2885-2,cumulus__missing-or-null,ambulatory +16,2016-10-01,1975-2,, +16,2016-10-01,1975-2,,ambulatory +16,2016-10-01,1975-2,cumulus__missing-or-null, +16,2016-10-01,1975-2,cumulus__missing-or-null,ambulatory +16,2016-10-01,1920-8,, +16,2016-10-01,1920-8,,ambulatory +16,2016-10-01,1920-8,cumulus__missing-or-null, +16,2016-10-01,1920-8,cumulus__missing-or-null,ambulatory +16,2016-10-01,1751-7,, +16,2016-10-01,1751-7,,ambulatory +16,2016-10-01,1751-7,cumulus__missing-or-null, +16,2016-10-01,1751-7,cumulus__missing-or-null,ambulatory +16,2016-10-01,1742-6,, +16,2016-10-01,1742-6,,ambulatory +16,2016-10-01,1742-6,cumulus__missing-or-null, +16,2016-10-01,1742-6,cumulus__missing-or-null,ambulatory +16,2016-10-01,10834-0,, +16,2016-10-01,10834-0,,ambulatory +16,2016-10-01,10834-0,cumulus__missing-or-null, +16,2016-10-01,10834-0,cumulus__missing-or-null,ambulatory +16,2016-07-01,59461-4,, +16,2016-07-01,59460-6,, +16,2016-07-01,59460-6,cumulus__missing-or-null, +16,2016-07-01,32623-1,, +16,2016-07-01,32623-1,,ambulatory +16,2016-07-01,32623-1,cumulus__missing-or-null, +16,2016-07-01,32623-1,cumulus__missing-or-null,ambulatory +16,2016-07-01,32207-3,, +16,2016-07-01,32207-3,,ambulatory +16,2016-07-01,32207-3,cumulus__missing-or-null, +16,2016-07-01,32207-3,cumulus__missing-or-null,ambulatory +16,2016-07-01,21000-5,, +16,2016-07-01,21000-5,,ambulatory +16,2016-07-01,21000-5,cumulus__missing-or-null, +16,2016-07-01,21000-5,cumulus__missing-or-null,ambulatory +16,2016-07-01,14959-1,, +16,2016-07-01,14959-1,cumulus__missing-or-null, +16,2016-06-01,,Urine ketone test = + (finding),ambulatory +16,2016-06-01,9843-4,, +16,2016-06-01,9843-4,,ambulatory +16,2016-06-01,9843-4,cumulus__missing-or-null, +16,2016-06-01,9843-4,cumulus__missing-or-null,ambulatory +16,2016-06-01,8289-1,, +16,2016-06-01,8289-1,,ambulatory +16,2016-06-01,8289-1,cumulus__missing-or-null, +16,2016-06-01,8289-1,cumulus__missing-or-null,ambulatory +16,2016-06-01,77606-2,, +16,2016-06-01,77606-2,,ambulatory +16,2016-06-01,77606-2,cumulus__missing-or-null, +16,2016-06-01,77606-2,cumulus__missing-or-null,ambulatory +16,2016-06-01,59461-4,,ambulatory +16,2016-06-01,59460-6,,ambulatory +16,2016-06-01,59460-6,cumulus__missing-or-null,ambulatory +16,2016-06-01,2514-8,Urine ketone test = + (finding),ambulatory +15,,3016-3,, +15,,3016-3,cumulus__missing-or-null, +15,,2746-6,, +15,,2746-6,cumulus__missing-or-null, +15,,2705-2,, +15,,2705-2,cumulus__missing-or-null, +15,,2027-1,, +15,,2027-1,cumulus__missing-or-null, +15,,2021-4,, +15,,2021-4,cumulus__missing-or-null, +15,,14627-4,, +15,,14627-4,cumulus__missing-or-null, +15,2023-03-01,9843-4,, +15,2023-03-01,9843-4,,ambulatory +15,2023-03-01,9843-4,cumulus__missing-or-null, +15,2023-03-01,9843-4,cumulus__missing-or-null,ambulatory +15,2023-03-01,8289-1,, +15,2023-03-01,8289-1,,ambulatory +15,2023-03-01,8289-1,cumulus__missing-or-null, +15,2023-03-01,8289-1,cumulus__missing-or-null,ambulatory +15,2023-03-01,77606-2,, +15,2023-03-01,77606-2,,ambulatory +15,2023-03-01,77606-2,cumulus__missing-or-null, +15,2023-03-01,77606-2,cumulus__missing-or-null,ambulatory +15,2023-01-01,75626-2,, +15,2023-01-01,75626-2,,ambulatory +15,2023-01-01,75626-2,cumulus__missing-or-null, +15,2023-01-01,75626-2,cumulus__missing-or-null,ambulatory +15,2023-01-01,32623-1,, +15,2023-01-01,32623-1,,ambulatory +15,2023-01-01,32623-1,cumulus__missing-or-null, +15,2023-01-01,32623-1,cumulus__missing-or-null,ambulatory +15,2023-01-01,32207-3,, +15,2023-01-01,32207-3,,ambulatory +15,2023-01-01,32207-3,cumulus__missing-or-null, +15,2023-01-01,32207-3,cumulus__missing-or-null,ambulatory +15,2023-01-01,21000-5,, +15,2023-01-01,21000-5,,ambulatory +15,2023-01-01,21000-5,cumulus__missing-or-null, +15,2023-01-01,21000-5,cumulus__missing-or-null,ambulatory +15,2022-12-01,4544-3,, +15,2022-12-01,4544-3,,ambulatory +15,2022-12-01,4544-3,cumulus__missing-or-null, +15,2022-12-01,4544-3,cumulus__missing-or-null,ambulatory +15,2022-12-01,14959-1,,ambulatory +15,2022-12-01,14959-1,cumulus__missing-or-null,ambulatory 15,2022-11-01,,Urine protein test = +++ (finding), -15,2022-11-01,,Urine protein test = +++ (finding),AMB +15,2022-11-01,,Urine protein test = +++ (finding),ambulatory 15,2022-11-01,,Urine ketone test = +++ (finding), -15,2022-11-01,,Urine ketone test = +++ (finding),AMB +15,2022-11-01,,Urine ketone test = +++ (finding),ambulatory 15,2022-11-01,2514-8,Urine ketone test = +++ (finding), -15,2022-11-01,2514-8,Urine ketone test = +++ (finding),AMB +15,2022-11-01,2514-8,Urine ketone test = +++ (finding),ambulatory 15,2022-11-01,20454-5,Urine protein test = +++ (finding), -15,2022-11-01,20454-5,Urine protein test = +++ (finding),AMB +15,2022-11-01,20454-5,Urine protein test = +++ (finding),ambulatory +15,2022-10-01,9843-4,, +15,2022-10-01,9843-4,,ambulatory +15,2022-10-01,9843-4,cumulus__missing-or-null, +15,2022-10-01,9843-4,cumulus__missing-or-null,ambulatory +15,2022-10-01,8289-1,, +15,2022-10-01,8289-1,,ambulatory +15,2022-10-01,8289-1,cumulus__missing-or-null, +15,2022-10-01,8289-1,cumulus__missing-or-null,ambulatory +15,2022-10-01,77606-2,, +15,2022-10-01,77606-2,,ambulatory +15,2022-10-01,77606-2,cumulus__missing-or-null, +15,2022-10-01,77606-2,cumulus__missing-or-null,ambulatory +15,2022-09-01,59461-4,,ambulatory +15,2022-09-01,59460-6,,ambulatory +15,2022-09-01,59460-6,cumulus__missing-or-null,ambulatory +15,2022-08-01,9843-4,, +15,2022-08-01,9843-4,,ambulatory +15,2022-08-01,9843-4,cumulus__missing-or-null, +15,2022-08-01,9843-4,cumulus__missing-or-null,ambulatory +15,2022-08-01,8289-1,, +15,2022-08-01,8289-1,,ambulatory +15,2022-08-01,8289-1,cumulus__missing-or-null, +15,2022-08-01,8289-1,cumulus__missing-or-null,ambulatory +15,2022-08-01,77606-2,, +15,2022-08-01,77606-2,,ambulatory +15,2022-08-01,77606-2,cumulus__missing-or-null, +15,2022-08-01,77606-2,cumulus__missing-or-null,ambulatory +15,2022-08-01,6768-6,, +15,2022-08-01,6768-6,,ambulatory +15,2022-08-01,6768-6,cumulus__missing-or-null, +15,2022-08-01,6768-6,cumulus__missing-or-null,ambulatory +15,2022-08-01,2885-2,, +15,2022-08-01,2885-2,,ambulatory +15,2022-08-01,2885-2,cumulus__missing-or-null, +15,2022-08-01,2885-2,cumulus__missing-or-null,ambulatory +15,2022-08-01,1975-2,, +15,2022-08-01,1975-2,,ambulatory +15,2022-08-01,1975-2,cumulus__missing-or-null, +15,2022-08-01,1975-2,cumulus__missing-or-null,ambulatory +15,2022-08-01,1920-8,, +15,2022-08-01,1920-8,,ambulatory +15,2022-08-01,1920-8,cumulus__missing-or-null, +15,2022-08-01,1920-8,cumulus__missing-or-null,ambulatory +15,2022-08-01,1751-7,, +15,2022-08-01,1751-7,,ambulatory +15,2022-08-01,1751-7,cumulus__missing-or-null, +15,2022-08-01,1751-7,cumulus__missing-or-null,ambulatory +15,2022-08-01,1742-6,, +15,2022-08-01,1742-6,,ambulatory +15,2022-08-01,1742-6,cumulus__missing-or-null, +15,2022-08-01,1742-6,cumulus__missing-or-null,ambulatory +15,2022-08-01,10834-0,, +15,2022-08-01,10834-0,,ambulatory +15,2022-08-01,10834-0,cumulus__missing-or-null, +15,2022-08-01,10834-0,cumulus__missing-or-null,ambulatory 15,2022-07-01,,Urine protein test = +++ (finding), -15,2022-07-01,,Urine protein test = +++ (finding),AMB +15,2022-07-01,,Urine protein test = +++ (finding),ambulatory 15,2022-07-01,,Urine ketone test = +++ (finding), -15,2022-07-01,,Urine ketone test = +++ (finding),AMB +15,2022-07-01,,Urine ketone test = +++ (finding),ambulatory 15,2022-07-01,2514-8,Urine ketone test = +++ (finding), -15,2022-07-01,2514-8,Urine ketone test = +++ (finding),AMB +15,2022-07-01,2514-8,Urine ketone test = +++ (finding),ambulatory 15,2022-07-01,20454-5,Urine protein test = +++ (finding), -15,2022-07-01,20454-5,Urine protein test = +++ (finding),AMB -15,2022-04-01,,Urine ketone test = + (finding),AMB -15,2022-04-01,2514-8,Urine ketone test = + (finding),AMB +15,2022-07-01,20454-5,Urine protein test = +++ (finding),ambulatory +15,2022-04-01,,Urine ketone test = + (finding),ambulatory +15,2022-04-01,6768-6,, +15,2022-04-01,6768-6,cumulus__missing-or-null, +15,2022-04-01,2885-2,, +15,2022-04-01,2885-2,cumulus__missing-or-null, +15,2022-04-01,2514-8,Urine ketone test = + (finding),ambulatory +15,2022-04-01,1975-2,, +15,2022-04-01,1975-2,cumulus__missing-or-null, +15,2022-04-01,1920-8,, +15,2022-04-01,1920-8,cumulus__missing-or-null, +15,2022-04-01,1751-7,, +15,2022-04-01,1751-7,cumulus__missing-or-null, +15,2022-04-01,1742-6,, +15,2022-04-01,1742-6,cumulus__missing-or-null, 15,2022-02-01,,Urine ketone test = + (finding), 15,2022-02-01,2514-8,Urine ketone test = + (finding), -15,2021-03-01,,Urine ketone test = + (finding),AMB -15,2021-03-01,2514-8,Urine ketone test = + (finding),AMB +15,2021-10-01,59576-9,, +15,2021-10-01,59576-9,,ambulatory +15,2021-10-01,59576-9,cumulus__missing-or-null, +15,2021-10-01,59576-9,cumulus__missing-or-null,ambulatory +15,2021-10-01,4544-3,,ambulatory +15,2021-10-01,4544-3,cumulus__missing-or-null,ambulatory +15,2021-08-01,4544-3,,ambulatory +15,2021-08-01,4544-3,cumulus__missing-or-null,ambulatory +15,2021-07-01,9843-4,, +15,2021-07-01,9843-4,,ambulatory +15,2021-07-01,9843-4,cumulus__missing-or-null, +15,2021-07-01,9843-4,cumulus__missing-or-null,ambulatory +15,2021-07-01,8289-1,, +15,2021-07-01,8289-1,,ambulatory +15,2021-07-01,8289-1,cumulus__missing-or-null, +15,2021-07-01,8289-1,cumulus__missing-or-null,ambulatory +15,2021-07-01,77606-2,, +15,2021-07-01,77606-2,,ambulatory +15,2021-07-01,77606-2,cumulus__missing-or-null, +15,2021-07-01,77606-2,cumulus__missing-or-null,ambulatory +15,2021-07-01,6768-6,, +15,2021-07-01,6768-6,,ambulatory +15,2021-07-01,6768-6,cumulus__missing-or-null, +15,2021-07-01,6768-6,cumulus__missing-or-null,ambulatory +15,2021-07-01,2885-2,, +15,2021-07-01,2885-2,,ambulatory +15,2021-07-01,2885-2,cumulus__missing-or-null, +15,2021-07-01,2885-2,cumulus__missing-or-null,ambulatory +15,2021-07-01,1975-2,, +15,2021-07-01,1975-2,,ambulatory +15,2021-07-01,1975-2,cumulus__missing-or-null, +15,2021-07-01,1975-2,cumulus__missing-or-null,ambulatory +15,2021-07-01,1920-8,, +15,2021-07-01,1920-8,,ambulatory +15,2021-07-01,1920-8,cumulus__missing-or-null, +15,2021-07-01,1920-8,cumulus__missing-or-null,ambulatory +15,2021-07-01,1751-7,, +15,2021-07-01,1751-7,,ambulatory +15,2021-07-01,1751-7,cumulus__missing-or-null, +15,2021-07-01,1751-7,cumulus__missing-or-null,ambulatory +15,2021-07-01,1742-6,, +15,2021-07-01,1742-6,,ambulatory +15,2021-07-01,1742-6,cumulus__missing-or-null, +15,2021-07-01,1742-6,cumulus__missing-or-null,ambulatory +15,2021-07-01,10834-0,, +15,2021-07-01,10834-0,,ambulatory +15,2021-07-01,10834-0,cumulus__missing-or-null, +15,2021-07-01,10834-0,cumulus__missing-or-null,ambulatory +15,2021-03-01,,Urine ketone test = + (finding),ambulatory +15,2021-03-01,2514-8,Urine ketone test = + (finding),ambulatory +15,2021-03-01,14959-1,,ambulatory +15,2021-03-01,14959-1,cumulus__missing-or-null,ambulatory +15,2021-01-01,8331-1,,ambulatory +15,2021-01-01,8331-1,cumulus__missing-or-null,ambulatory +15,2021-01-01,8310-5,,ambulatory +15,2021-01-01,8310-5,cumulus__missing-or-null,ambulatory 15,2020-11-01,94040-3,, -15,2020-11-01,94040-3,,AMB +15,2020-11-01,94040-3,,ambulatory 15,2020-11-01,94040-3,Negative (qualifier value), -15,2020-11-01,94040-3,Negative (qualifier value),AMB +15,2020-11-01,94040-3,Negative (qualifier value),ambulatory 15,2020-11-01,92142-9,, -15,2020-11-01,92142-9,,AMB +15,2020-11-01,92142-9,,ambulatory 15,2020-11-01,92142-9,Negative (qualifier value), -15,2020-11-01,92142-9,Negative (qualifier value),AMB +15,2020-11-01,92142-9,Negative (qualifier value),ambulatory 15,2020-11-01,92141-1,, -15,2020-11-01,92141-1,,AMB +15,2020-11-01,92141-1,,ambulatory 15,2020-11-01,92141-1,Negative (qualifier value), -15,2020-11-01,92141-1,Negative (qualifier value),AMB +15,2020-11-01,92141-1,Negative (qualifier value),ambulatory 15,2020-11-01,92140-3,, -15,2020-11-01,92140-3,,AMB +15,2020-11-01,92140-3,,ambulatory 15,2020-11-01,92140-3,Negative (qualifier value), -15,2020-11-01,92140-3,Negative (qualifier value),AMB +15,2020-11-01,92140-3,Negative (qualifier value),ambulatory 15,2020-11-01,92139-5,, -15,2020-11-01,92139-5,,AMB +15,2020-11-01,92139-5,,ambulatory 15,2020-11-01,92139-5,Negative (qualifier value), -15,2020-11-01,92139-5,Negative (qualifier value),AMB +15,2020-11-01,92139-5,Negative (qualifier value),ambulatory 15,2020-11-01,92138-7,, -15,2020-11-01,92138-7,,AMB +15,2020-11-01,92138-7,,ambulatory 15,2020-11-01,92138-7,Negative (qualifier value), -15,2020-11-01,92138-7,Negative (qualifier value),AMB +15,2020-11-01,92138-7,Negative (qualifier value),ambulatory 15,2020-11-01,92134-6,, -15,2020-11-01,92134-6,,AMB +15,2020-11-01,92134-6,,ambulatory 15,2020-11-01,92134-6,Negative (qualifier value), -15,2020-11-01,92134-6,Negative (qualifier value),AMB +15,2020-11-01,92134-6,Negative (qualifier value),ambulatory 15,2020-11-01,92131-2,, -15,2020-11-01,92131-2,,AMB +15,2020-11-01,92131-2,,ambulatory 15,2020-11-01,92131-2,Negative (qualifier value), -15,2020-11-01,92131-2,Negative (qualifier value),AMB +15,2020-11-01,92131-2,Negative (qualifier value),ambulatory 15,2020-11-01,92130-4,, -15,2020-11-01,92130-4,,AMB +15,2020-11-01,92130-4,,ambulatory 15,2020-11-01,92130-4,Negative (qualifier value), -15,2020-11-01,92130-4,Negative (qualifier value),AMB +15,2020-11-01,92130-4,Negative (qualifier value),ambulatory +15,2020-10-01,8331-1,,ambulatory +15,2020-10-01,8331-1,cumulus__missing-or-null,ambulatory +15,2020-10-01,8310-5,,ambulatory +15,2020-10-01,8310-5,cumulus__missing-or-null,ambulatory +15,2020-10-01,4544-3,,ambulatory +15,2020-10-01,4544-3,cumulus__missing-or-null,ambulatory +15,2020-09-01,9843-4,, +15,2020-09-01,9843-4,,ambulatory +15,2020-09-01,9843-4,cumulus__missing-or-null, +15,2020-09-01,9843-4,cumulus__missing-or-null,ambulatory +15,2020-09-01,8289-1,, +15,2020-09-01,8289-1,,ambulatory +15,2020-09-01,8289-1,cumulus__missing-or-null, +15,2020-09-01,8289-1,cumulus__missing-or-null,ambulatory +15,2020-09-01,77606-2,, +15,2020-09-01,77606-2,,ambulatory +15,2020-09-01,77606-2,cumulus__missing-or-null, +15,2020-09-01,77606-2,cumulus__missing-or-null,ambulatory +15,2020-08-01,8331-1,, +15,2020-08-01,8331-1,,ambulatory +15,2020-08-01,8331-1,cumulus__missing-or-null, +15,2020-08-01,8331-1,cumulus__missing-or-null,ambulatory +15,2020-08-01,8310-5,, +15,2020-08-01,8310-5,,ambulatory +15,2020-08-01,8310-5,cumulus__missing-or-null, +15,2020-08-01,8310-5,cumulus__missing-or-null,ambulatory +15,2020-07-01,4544-3,, +15,2020-07-01,4544-3,cumulus__missing-or-null, 15,2020-06-01,,Urine ketone test = + (finding), -15,2020-06-01,,Urine ketone test = + (finding),AMB +15,2020-06-01,,Urine ketone test = + (finding),ambulatory 15,2020-06-01,2514-8,Urine ketone test = + (finding), -15,2020-06-01,2514-8,Urine ketone test = + (finding),AMB -15,2020-02-01,,Urine ketone test = + (finding),AMB -15,2020-02-01,2514-8,Urine ketone test = + (finding),AMB +15,2020-06-01,2514-8,Urine ketone test = + (finding),ambulatory +15,2020-05-01,75626-2,,ambulatory +15,2020-05-01,75626-2,cumulus__missing-or-null,ambulatory +15,2020-05-01,4544-3,,ambulatory +15,2020-05-01,4544-3,cumulus__missing-or-null,ambulatory +15,2020-03-01,14959-1,,ambulatory +15,2020-03-01,14959-1,cumulus__missing-or-null,ambulatory +15,2020-02-01,,Urine ketone test = + (finding),ambulatory +15,2020-02-01,4544-3,, +15,2020-02-01,4544-3,,ambulatory +15,2020-02-01,4544-3,cumulus__missing-or-null, +15,2020-02-01,4544-3,cumulus__missing-or-null,ambulatory +15,2020-02-01,2514-8,Urine ketone test = + (finding),ambulatory 15,2020-01-01,,Urine ketone test = + (finding), 15,2020-01-01,2514-8,Urine ketone test = + (finding), -15,2019-05-01,,Urine ketone test = + (finding),AMB -15,2019-05-01,2514-8,Urine ketone test = + (finding),AMB -15,2018-11-01,,Urine ketone test = + (finding),AMB -15,2018-11-01,2514-8,Urine ketone test = + (finding),AMB +15,2019-12-01,789-8,, +15,2019-12-01,789-8,,ambulatory +15,2019-12-01,789-8,cumulus__missing-or-null, +15,2019-12-01,789-8,cumulus__missing-or-null,ambulatory +15,2019-12-01,787-2,, +15,2019-12-01,787-2,,ambulatory +15,2019-12-01,787-2,cumulus__missing-or-null, +15,2019-12-01,787-2,cumulus__missing-or-null,ambulatory +15,2019-12-01,786-4,, +15,2019-12-01,786-4,,ambulatory +15,2019-12-01,786-4,cumulus__missing-or-null, +15,2019-12-01,786-4,cumulus__missing-or-null,ambulatory +15,2019-12-01,785-6,, +15,2019-12-01,785-6,,ambulatory +15,2019-12-01,785-6,cumulus__missing-or-null, +15,2019-12-01,785-6,cumulus__missing-or-null,ambulatory +15,2019-12-01,777-3,, +15,2019-12-01,777-3,,ambulatory +15,2019-12-01,777-3,cumulus__missing-or-null, +15,2019-12-01,777-3,cumulus__missing-or-null,ambulatory +15,2019-12-01,718-7,, +15,2019-12-01,718-7,,ambulatory +15,2019-12-01,718-7,cumulus__missing-or-null, +15,2019-12-01,718-7,cumulus__missing-or-null,ambulatory +15,2019-12-01,6768-6,, +15,2019-12-01,6768-6,,ambulatory +15,2019-12-01,6768-6,cumulus__missing-or-null, +15,2019-12-01,6768-6,cumulus__missing-or-null,ambulatory +15,2019-12-01,6690-2,, +15,2019-12-01,6690-2,,ambulatory +15,2019-12-01,6690-2,cumulus__missing-or-null, +15,2019-12-01,6690-2,cumulus__missing-or-null,ambulatory +15,2019-12-01,2885-2,, +15,2019-12-01,2885-2,,ambulatory +15,2019-12-01,2885-2,cumulus__missing-or-null, +15,2019-12-01,2885-2,cumulus__missing-or-null,ambulatory +15,2019-12-01,1975-2,, +15,2019-12-01,1975-2,,ambulatory +15,2019-12-01,1975-2,cumulus__missing-or-null, +15,2019-12-01,1975-2,cumulus__missing-or-null,ambulatory +15,2019-12-01,1920-8,, +15,2019-12-01,1920-8,,ambulatory +15,2019-12-01,1920-8,cumulus__missing-or-null, +15,2019-12-01,1920-8,cumulus__missing-or-null,ambulatory +15,2019-12-01,1751-7,, +15,2019-12-01,1751-7,,ambulatory +15,2019-12-01,1751-7,cumulus__missing-or-null, +15,2019-12-01,1751-7,cumulus__missing-or-null,ambulatory +15,2019-12-01,1742-6,, +15,2019-12-01,1742-6,,ambulatory +15,2019-12-01,1742-6,cumulus__missing-or-null, +15,2019-12-01,1742-6,cumulus__missing-or-null,ambulatory +15,2019-09-01,76504-0,, +15,2019-09-01,76504-0,cumulus__missing-or-null, +15,2019-09-01,14959-1,,ambulatory +15,2019-09-01,14959-1,cumulus__missing-or-null,ambulatory +15,2019-08-01,76504-0,,ambulatory +15,2019-08-01,76504-0,cumulus__missing-or-null,ambulatory +15,2019-08-01,75626-2,, +15,2019-08-01,75626-2,,ambulatory +15,2019-08-01,75626-2,cumulus__missing-or-null, +15,2019-08-01,75626-2,cumulus__missing-or-null,ambulatory +15,2019-07-01,59461-4,, +15,2019-07-01,59461-4,,ambulatory +15,2019-07-01,59460-6,, +15,2019-07-01,59460-6,,ambulatory +15,2019-07-01,59460-6,cumulus__missing-or-null, +15,2019-07-01,59460-6,cumulus__missing-or-null,ambulatory +15,2019-06-01,6768-6,, +15,2019-06-01,6768-6,cumulus__missing-or-null, +15,2019-06-01,2885-2,, +15,2019-06-01,2885-2,cumulus__missing-or-null, +15,2019-06-01,1975-2,, +15,2019-06-01,1975-2,cumulus__missing-or-null, +15,2019-06-01,1920-8,, +15,2019-06-01,1920-8,cumulus__missing-or-null, +15,2019-06-01,1751-7,, +15,2019-06-01,1751-7,cumulus__missing-or-null, +15,2019-06-01,1742-6,, +15,2019-06-01,1742-6,cumulus__missing-or-null, +15,2019-05-01,,Urine ketone test = + (finding),ambulatory +15,2019-05-01,2514-8,Urine ketone test = + (finding),ambulatory +15,2018-12-01,76504-0,, +15,2018-12-01,76504-0,cumulus__missing-or-null, +15,2018-12-01,6768-6,, +15,2018-12-01,6768-6,cumulus__missing-or-null, +15,2018-12-01,2885-2,, +15,2018-12-01,2885-2,cumulus__missing-or-null, +15,2018-12-01,1975-2,, +15,2018-12-01,1975-2,cumulus__missing-or-null, +15,2018-12-01,1920-8,, +15,2018-12-01,1920-8,cumulus__missing-or-null, +15,2018-12-01,1751-7,, +15,2018-12-01,1751-7,cumulus__missing-or-null, +15,2018-12-01,1742-6,, +15,2018-12-01,1742-6,cumulus__missing-or-null, +15,2018-11-01,,Urine ketone test = + (finding),ambulatory +15,2018-11-01,2514-8,Urine ketone test = + (finding),ambulatory +15,2018-10-01,14959-1,, +15,2018-10-01,14959-1,cumulus__missing-or-null, 15,2018-09-01,,Urine protein test = +++ (finding), 15,2018-09-01,,Urine ketone test = +++ (finding), 15,2018-09-01,2514-8,Urine ketone test = +++ (finding), 15,2018-09-01,20454-5,Urine protein test = +++ (finding), +15,2018-07-01,6768-6,,ambulatory +15,2018-07-01,6768-6,cumulus__missing-or-null,ambulatory +15,2018-07-01,2885-2,,ambulatory +15,2018-07-01,2885-2,cumulus__missing-or-null,ambulatory +15,2018-07-01,1975-2,,ambulatory +15,2018-07-01,1975-2,cumulus__missing-or-null,ambulatory +15,2018-07-01,1920-8,,ambulatory +15,2018-07-01,1920-8,cumulus__missing-or-null,ambulatory +15,2018-07-01,1751-7,,ambulatory +15,2018-07-01,1751-7,cumulus__missing-or-null,ambulatory +15,2018-07-01,1742-6,,ambulatory +15,2018-07-01,1742-6,cumulus__missing-or-null,ambulatory +15,2018-07-01,10834-0,, +15,2018-07-01,10834-0,,ambulatory +15,2018-07-01,10834-0,cumulus__missing-or-null, +15,2018-07-01,10834-0,cumulus__missing-or-null,ambulatory +15,2018-06-01,6768-6,,ambulatory +15,2018-06-01,6768-6,cumulus__missing-or-null,ambulatory +15,2018-06-01,2885-2,,ambulatory +15,2018-06-01,2885-2,cumulus__missing-or-null,ambulatory +15,2018-06-01,1975-2,,ambulatory +15,2018-06-01,1975-2,cumulus__missing-or-null,ambulatory +15,2018-06-01,1920-8,,ambulatory +15,2018-06-01,1920-8,cumulus__missing-or-null,ambulatory +15,2018-06-01,1751-7,,ambulatory +15,2018-06-01,1751-7,cumulus__missing-or-null,ambulatory +15,2018-06-01,1742-6,,ambulatory +15,2018-06-01,1742-6,cumulus__missing-or-null,ambulatory +15,2018-06-01,10834-0,, +15,2018-06-01,10834-0,,ambulatory +15,2018-06-01,10834-0,cumulus__missing-or-null, +15,2018-06-01,10834-0,cumulus__missing-or-null,ambulatory 15,2018-05-01,,Urine protein test = +++ (finding), 15,2018-05-01,,Urine ketone test = +++ (finding), 15,2018-05-01,2514-8,Urine ketone test = +++ (finding), 15,2018-05-01,20454-5,Urine protein test = +++ (finding), +15,2018-04-01,76504-0,, +15,2018-04-01,76504-0,cumulus__missing-or-null, +15,2018-04-01,4544-3,,ambulatory +15,2018-04-01,4544-3,cumulus__missing-or-null,ambulatory +15,2018-03-01,10834-0,, +15,2018-03-01,10834-0,,ambulatory +15,2018-03-01,10834-0,cumulus__missing-or-null, +15,2018-03-01,10834-0,cumulus__missing-or-null,ambulatory +15,2018-01-01,14959-1,,ambulatory +15,2018-01-01,14959-1,cumulus__missing-or-null,ambulatory +15,2017-11-01,59576-9,, +15,2017-11-01,59576-9,,ambulatory +15,2017-11-01,59576-9,cumulus__missing-or-null, +15,2017-11-01,59576-9,cumulus__missing-or-null,ambulatory +15,2017-11-01,32623-1,, +15,2017-11-01,32623-1,,ambulatory +15,2017-11-01,32623-1,cumulus__missing-or-null, +15,2017-11-01,32623-1,cumulus__missing-or-null,ambulatory +15,2017-11-01,32207-3,, +15,2017-11-01,32207-3,,ambulatory +15,2017-11-01,32207-3,cumulus__missing-or-null, +15,2017-11-01,32207-3,cumulus__missing-or-null,ambulatory +15,2017-11-01,21000-5,, +15,2017-11-01,21000-5,,ambulatory +15,2017-11-01,21000-5,cumulus__missing-or-null, +15,2017-11-01,21000-5,cumulus__missing-or-null,ambulatory +15,2017-11-01,14959-1,, +15,2017-11-01,14959-1,cumulus__missing-or-null, 15,2017-10-01,,Urine ketone test = + (finding), -15,2017-10-01,,Urine ketone test = + (finding),AMB +15,2017-10-01,,Urine ketone test = + (finding),ambulatory 15,2017-10-01,2514-8,Urine ketone test = + (finding), -15,2017-10-01,2514-8,Urine ketone test = + (finding),AMB +15,2017-10-01,2514-8,Urine ketone test = + (finding),ambulatory +15,2017-10-01,14959-1,,ambulatory +15,2017-10-01,14959-1,cumulus__missing-or-null,ambulatory +15,2017-10-01,10834-0,, +15,2017-10-01,10834-0,,ambulatory +15,2017-10-01,10834-0,cumulus__missing-or-null, +15,2017-10-01,10834-0,cumulus__missing-or-null,ambulatory +15,2017-09-01,76504-0,, +15,2017-09-01,76504-0,cumulus__missing-or-null, 15,2017-08-01,,Urine protein test = +++ (finding), 15,2017-08-01,,Urine ketone test = +++ (finding), +15,2017-08-01,4544-3,,ambulatory +15,2017-08-01,4544-3,cumulus__missing-or-null,ambulatory 15,2017-08-01,2514-8,Urine ketone test = +++ (finding), 15,2017-08-01,20454-5,Urine protein test = +++ (finding), +15,2017-06-01,9843-4,, +15,2017-06-01,9843-4,,ambulatory +15,2017-06-01,9843-4,cumulus__missing-or-null, +15,2017-06-01,9843-4,cumulus__missing-or-null,ambulatory +15,2017-06-01,8289-1,, +15,2017-06-01,8289-1,,ambulatory +15,2017-06-01,8289-1,cumulus__missing-or-null, +15,2017-06-01,8289-1,cumulus__missing-or-null,ambulatory +15,2017-06-01,77606-2,, +15,2017-06-01,77606-2,,ambulatory +15,2017-06-01,77606-2,cumulus__missing-or-null, +15,2017-06-01,77606-2,cumulus__missing-or-null,ambulatory +15,2017-06-01,6768-6,,ambulatory +15,2017-06-01,6768-6,cumulus__missing-or-null,ambulatory +15,2017-06-01,2885-2,,ambulatory +15,2017-06-01,2885-2,cumulus__missing-or-null,ambulatory +15,2017-06-01,1975-2,,ambulatory +15,2017-06-01,1975-2,cumulus__missing-or-null,ambulatory +15,2017-06-01,1920-8,,ambulatory +15,2017-06-01,1920-8,cumulus__missing-or-null,ambulatory +15,2017-06-01,1751-7,,ambulatory +15,2017-06-01,1751-7,cumulus__missing-or-null,ambulatory +15,2017-06-01,1742-6,,ambulatory +15,2017-06-01,1742-6,cumulus__missing-or-null,ambulatory +15,2017-05-01,6768-6,, +15,2017-05-01,6768-6,,ambulatory +15,2017-05-01,6768-6,cumulus__missing-or-null, +15,2017-05-01,6768-6,cumulus__missing-or-null,ambulatory +15,2017-05-01,2885-2,, +15,2017-05-01,2885-2,,ambulatory +15,2017-05-01,2885-2,cumulus__missing-or-null, +15,2017-05-01,2885-2,cumulus__missing-or-null,ambulatory +15,2017-05-01,1975-2,, +15,2017-05-01,1975-2,,ambulatory +15,2017-05-01,1975-2,cumulus__missing-or-null, +15,2017-05-01,1975-2,cumulus__missing-or-null,ambulatory +15,2017-05-01,1920-8,, +15,2017-05-01,1920-8,,ambulatory +15,2017-05-01,1920-8,cumulus__missing-or-null, +15,2017-05-01,1920-8,cumulus__missing-or-null,ambulatory +15,2017-05-01,1751-7,, +15,2017-05-01,1751-7,,ambulatory +15,2017-05-01,1751-7,cumulus__missing-or-null, +15,2017-05-01,1751-7,cumulus__missing-or-null,ambulatory +15,2017-05-01,1742-6,, +15,2017-05-01,1742-6,,ambulatory +15,2017-05-01,1742-6,cumulus__missing-or-null, +15,2017-05-01,1742-6,cumulus__missing-or-null,ambulatory +15,2017-05-01,10834-0,, +15,2017-05-01,10834-0,,ambulatory +15,2017-05-01,10834-0,cumulus__missing-or-null, +15,2017-05-01,10834-0,cumulus__missing-or-null,ambulatory +15,2017-04-01,14959-1,, +15,2017-04-01,14959-1,cumulus__missing-or-null, +15,2017-03-01,14959-1,,ambulatory +15,2017-03-01,14959-1,cumulus__missing-or-null,ambulatory 15,2017-02-01,,Urine ketone test = + (finding), +15,2017-02-01,,Moderate Risk (MFS Score 25 - 45), +15,2017-02-01,59461-4,Moderate Risk (MFS Score 25 - 45), 15,2017-02-01,2514-8,Urine ketone test = + (finding), +15,2017-02-01,14959-1,, +15,2017-02-01,14959-1,cumulus__missing-or-null, +15,2016-12-01,6768-6,, +15,2016-12-01,6768-6,,ambulatory +15,2016-12-01,6768-6,cumulus__missing-or-null, +15,2016-12-01,6768-6,cumulus__missing-or-null,ambulatory +15,2016-12-01,2885-2,, +15,2016-12-01,2885-2,,ambulatory +15,2016-12-01,2885-2,cumulus__missing-or-null, +15,2016-12-01,2885-2,cumulus__missing-or-null,ambulatory +15,2016-12-01,1975-2,, +15,2016-12-01,1975-2,,ambulatory +15,2016-12-01,1975-2,cumulus__missing-or-null, +15,2016-12-01,1975-2,cumulus__missing-or-null,ambulatory +15,2016-12-01,1920-8,, +15,2016-12-01,1920-8,,ambulatory +15,2016-12-01,1920-8,cumulus__missing-or-null, +15,2016-12-01,1920-8,cumulus__missing-or-null,ambulatory +15,2016-12-01,1751-7,, +15,2016-12-01,1751-7,,ambulatory +15,2016-12-01,1751-7,cumulus__missing-or-null, +15,2016-12-01,1751-7,cumulus__missing-or-null,ambulatory +15,2016-12-01,1742-6,, +15,2016-12-01,1742-6,,ambulatory +15,2016-12-01,1742-6,cumulus__missing-or-null, +15,2016-12-01,1742-6,cumulus__missing-or-null,ambulatory +15,2016-12-01,14959-1,, +15,2016-12-01,14959-1,cumulus__missing-or-null, +15,2016-12-01,10834-0,, +15,2016-12-01,10834-0,,ambulatory +15,2016-12-01,10834-0,cumulus__missing-or-null, +15,2016-12-01,10834-0,cumulus__missing-or-null,ambulatory 15,2016-11-01,,Urine protein test = +++ (finding), -15,2016-11-01,,Urine protein test = +++ (finding),AMB +15,2016-11-01,,Urine protein test = +++ (finding),ambulatory 15,2016-11-01,,Urine ketone test = +++ (finding), -15,2016-11-01,,Urine ketone test = +++ (finding),AMB +15,2016-11-01,,Urine ketone test = +++ (finding),ambulatory 15,2016-11-01,2514-8,Urine ketone test = +++ (finding), -15,2016-11-01,2514-8,Urine ketone test = +++ (finding),AMB +15,2016-11-01,2514-8,Urine ketone test = +++ (finding),ambulatory 15,2016-11-01,20454-5,Urine protein test = +++ (finding), -15,2016-11-01,20454-5,Urine protein test = +++ (finding),AMB -14,,,Urine smell ammoniacal (finding),IMP -14,,,Urine protein test = +++ (finding),IMP -14,,,Urine nitrite negative (finding),IMP -14,,,Urine leukocyte test negative (finding),IMP -14,,,Urine ketone test = +++ (finding),IMP -14,,,Urine glucose test = ++ (finding),IMP -14,,,Urine blood test = negative (finding),IMP -14,,,Translucent (qualifier value),IMP -14,,,Finding of bilirubin in urine (finding),IMP -14,,,Cloudy urine (finding),IMP -14,,,Brown color (qualifier value),IMP -14,,5802-4,,IMP -14,,5802-4,Urine nitrite negative (finding),IMP -14,,5799-2,,IMP -14,,5799-2,Urine leukocyte test negative (finding),IMP -14,,5794-3,,IMP -14,,5794-3,Urine blood test = negative (finding),IMP -14,,5778-6,,IMP -14,,5778-6,Brown color (qualifier value),IMP -14,,5770-3,,IMP -14,,5770-3,Finding of bilirubin in urine (finding),IMP -14,,5767-9,,IMP -14,,5767-9,,IMP -14,,5767-9,Urine smell ammoniacal (finding),IMP -14,,5767-9,Cloudy urine (finding),IMP -14,,32167-9,,IMP -14,,32167-9,Translucent (qualifier value),IMP -14,,25428-4,,IMP -14,,25428-4,Urine glucose test = ++ (finding),IMP -14,,2514-8,,IMP -14,,2514-8,Urine ketone test = +++ (finding),IMP -14,,20454-5,,IMP -14,,20454-5,Urine protein test = +++ (finding),IMP +15,2016-11-01,20454-5,Urine protein test = +++ (finding),ambulatory +15,2016-10-01,59461-4,, +15,2016-10-01,59460-6,, +15,2016-10-01,59460-6,cumulus__missing-or-null, +15,2016-09-01,6768-6,, +15,2016-09-01,6768-6,,ambulatory +15,2016-09-01,6768-6,cumulus__missing-or-null, +15,2016-09-01,6768-6,cumulus__missing-or-null,ambulatory +15,2016-09-01,2885-2,, +15,2016-09-01,2885-2,,ambulatory +15,2016-09-01,2885-2,cumulus__missing-or-null, +15,2016-09-01,2885-2,cumulus__missing-or-null,ambulatory +15,2016-09-01,1975-2,, +15,2016-09-01,1975-2,,ambulatory +15,2016-09-01,1975-2,cumulus__missing-or-null, +15,2016-09-01,1975-2,cumulus__missing-or-null,ambulatory +15,2016-09-01,1920-8,, +15,2016-09-01,1920-8,,ambulatory +15,2016-09-01,1920-8,cumulus__missing-or-null, +15,2016-09-01,1920-8,cumulus__missing-or-null,ambulatory +15,2016-09-01,1751-7,, +15,2016-09-01,1751-7,,ambulatory +15,2016-09-01,1751-7,cumulus__missing-or-null, +15,2016-09-01,1751-7,cumulus__missing-or-null,ambulatory +15,2016-09-01,1742-6,, +15,2016-09-01,1742-6,,ambulatory +15,2016-09-01,1742-6,cumulus__missing-or-null, +15,2016-09-01,1742-6,cumulus__missing-or-null,ambulatory +15,2016-09-01,10834-0,, +15,2016-09-01,10834-0,,ambulatory +15,2016-09-01,10834-0,cumulus__missing-or-null, +15,2016-09-01,10834-0,cumulus__missing-or-null,ambulatory +15,2016-07-01,6768-6,, +15,2016-07-01,6768-6,,ambulatory +15,2016-07-01,6768-6,cumulus__missing-or-null, +15,2016-07-01,6768-6,cumulus__missing-or-null,ambulatory +15,2016-07-01,59461-4,,ambulatory +15,2016-07-01,59460-6,,ambulatory +15,2016-07-01,59460-6,cumulus__missing-or-null,ambulatory +15,2016-07-01,2885-2,, +15,2016-07-01,2885-2,,ambulatory +15,2016-07-01,2885-2,cumulus__missing-or-null, +15,2016-07-01,2885-2,cumulus__missing-or-null,ambulatory +15,2016-07-01,1975-2,, +15,2016-07-01,1975-2,,ambulatory +15,2016-07-01,1975-2,cumulus__missing-or-null, +15,2016-07-01,1975-2,cumulus__missing-or-null,ambulatory +15,2016-07-01,1920-8,, +15,2016-07-01,1920-8,,ambulatory +15,2016-07-01,1920-8,cumulus__missing-or-null, +15,2016-07-01,1920-8,cumulus__missing-or-null,ambulatory +15,2016-07-01,1751-7,, +15,2016-07-01,1751-7,,ambulatory +15,2016-07-01,1751-7,cumulus__missing-or-null, +15,2016-07-01,1751-7,cumulus__missing-or-null,ambulatory +15,2016-07-01,1742-6,, +15,2016-07-01,1742-6,,ambulatory +15,2016-07-01,1742-6,cumulus__missing-or-null, +15,2016-07-01,1742-6,cumulus__missing-or-null,ambulatory +14,,,Urine smell ammoniacal (finding),inpatient encounter +14,,,Urine protein test = +++ (finding),inpatient encounter +14,,,Urine nitrite negative (finding),inpatient encounter +14,,,Urine leukocyte test negative (finding),inpatient encounter +14,,,Urine ketone test = +++ (finding),inpatient encounter +14,,,Urine glucose test = ++ (finding),inpatient encounter +14,,,Urine blood test = negative (finding),inpatient encounter +14,,,Translucent (qualifier value),inpatient encounter +14,,,Finding of bilirubin in urine (finding),inpatient encounter +14,,,Cloudy urine (finding),inpatient encounter +14,,,Brown color (qualifier value),inpatient encounter +14,,5804-0,,inpatient encounter +14,,5804-0,cumulus__missing-or-null,inpatient encounter +14,,5802-4,Urine nitrite negative (finding),inpatient encounter +14,,5799-2,Urine leukocyte test negative (finding),inpatient encounter +14,,5797-6,,inpatient encounter +14,,5797-6,cumulus__missing-or-null,inpatient encounter +14,,5794-3,Urine blood test = negative (finding),inpatient encounter +14,,5792-7,,inpatient encounter +14,,5792-7,cumulus__missing-or-null,inpatient encounter +14,,5778-6,,inpatient encounter +14,,5778-6,Brown color (qualifier value),inpatient encounter +14,,5770-3,Finding of bilirubin in urine (finding),inpatient encounter +14,,5767-9,Urine smell ammoniacal (finding),inpatient encounter +14,,5767-9,Cloudy urine (finding),inpatient encounter +14,,32167-9,,inpatient encounter +14,,32167-9,Translucent (qualifier value),inpatient encounter +14,,25428-4,Urine glucose test = ++ (finding),inpatient encounter +14,,2514-8,Urine ketone test = +++ (finding),inpatient encounter +14,,20505-4,,inpatient encounter +14,,20505-4,cumulus__missing-or-null,inpatient encounter +14,,20454-5,Urine protein test = +++ (finding),inpatient encounter +14,2023-03-01,59461-4,, +14,2023-03-01,59460-6,, +14,2023-03-01,59460-6,cumulus__missing-or-null, +14,2023-03-01,14959-1,,ambulatory +14,2023-03-01,14959-1,cumulus__missing-or-null,ambulatory +14,2023-02-01,9843-4,, +14,2023-02-01,9843-4,,ambulatory +14,2023-02-01,9843-4,cumulus__missing-or-null, +14,2023-02-01,9843-4,cumulus__missing-or-null,ambulatory +14,2023-02-01,8289-1,, +14,2023-02-01,8289-1,,ambulatory +14,2023-02-01,8289-1,cumulus__missing-or-null, +14,2023-02-01,8289-1,cumulus__missing-or-null,ambulatory +14,2023-02-01,77606-2,, +14,2023-02-01,77606-2,,ambulatory +14,2023-02-01,77606-2,cumulus__missing-or-null, +14,2023-02-01,77606-2,cumulus__missing-or-null,ambulatory 14,2023-01-01,,Urine protein test = +++ (finding), -14,2023-01-01,,Urine protein test = +++ (finding),AMB +14,2023-01-01,,Urine protein test = +++ (finding),ambulatory 14,2023-01-01,,Urine ketone test = +++ (finding), -14,2023-01-01,,Urine ketone test = +++ (finding),AMB +14,2023-01-01,,Urine ketone test = +++ (finding),ambulatory 14,2023-01-01,,Urine ketone test = + (finding), -14,2023-01-01,,Urine ketone test = + (finding),AMB +14,2023-01-01,,Urine ketone test = + (finding),ambulatory 14,2023-01-01,2514-8,Urine ketone test = +++ (finding), -14,2023-01-01,2514-8,Urine ketone test = +++ (finding),AMB +14,2023-01-01,2514-8,Urine ketone test = +++ (finding),ambulatory 14,2023-01-01,2514-8,Urine ketone test = + (finding), -14,2023-01-01,2514-8,Urine ketone test = + (finding),AMB +14,2023-01-01,2514-8,Urine ketone test = + (finding),ambulatory 14,2023-01-01,20454-5,Urine protein test = +++ (finding), -14,2023-01-01,20454-5,Urine protein test = +++ (finding),AMB +14,2023-01-01,20454-5,Urine protein test = +++ (finding),ambulatory 14,2022-12-01,,Urine protein test = +++ (finding), -14,2022-12-01,,Urine protein test = +++ (finding),AMB +14,2022-12-01,,Urine protein test = +++ (finding),ambulatory 14,2022-12-01,,Urine ketone test = +++ (finding), -14,2022-12-01,,Urine ketone test = +++ (finding),AMB +14,2022-12-01,,Urine ketone test = +++ (finding),ambulatory 14,2022-12-01,,Urine ketone test = + (finding), +14,2022-12-01,,High Risk (MFS Score 50+), +14,2022-12-01,82667-7,,ambulatory +14,2022-12-01,82667-7,cumulus__missing-or-null,ambulatory +14,2022-12-01,59461-4,High Risk (MFS Score 50+), 14,2022-12-01,2514-8,Urine ketone test = +++ (finding), -14,2022-12-01,2514-8,Urine ketone test = +++ (finding),AMB +14,2022-12-01,2514-8,Urine ketone test = +++ (finding),ambulatory 14,2022-12-01,2514-8,Urine ketone test = + (finding), 14,2022-12-01,20454-5,Urine protein test = +++ (finding), -14,2022-12-01,20454-5,Urine protein test = +++ (finding),AMB +14,2022-12-01,20454-5,Urine protein test = +++ (finding),ambulatory +14,2022-09-01,789-8,, +14,2022-09-01,789-8,,ambulatory +14,2022-09-01,789-8,cumulus__missing-or-null, +14,2022-09-01,789-8,cumulus__missing-or-null,ambulatory +14,2022-09-01,787-2,, +14,2022-09-01,787-2,,ambulatory +14,2022-09-01,787-2,cumulus__missing-or-null, +14,2022-09-01,787-2,cumulus__missing-or-null,ambulatory +14,2022-09-01,786-4,, +14,2022-09-01,786-4,,ambulatory +14,2022-09-01,786-4,cumulus__missing-or-null, +14,2022-09-01,786-4,cumulus__missing-or-null,ambulatory +14,2022-09-01,785-6,, +14,2022-09-01,785-6,,ambulatory +14,2022-09-01,785-6,cumulus__missing-or-null, +14,2022-09-01,785-6,cumulus__missing-or-null,ambulatory +14,2022-09-01,777-3,, +14,2022-09-01,777-3,,ambulatory +14,2022-09-01,777-3,cumulus__missing-or-null, +14,2022-09-01,777-3,cumulus__missing-or-null,ambulatory +14,2022-09-01,718-7,, +14,2022-09-01,718-7,,ambulatory +14,2022-09-01,718-7,cumulus__missing-or-null, +14,2022-09-01,718-7,cumulus__missing-or-null,ambulatory +14,2022-09-01,6690-2,, +14,2022-09-01,6690-2,,ambulatory +14,2022-09-01,6690-2,cumulus__missing-or-null, +14,2022-09-01,6690-2,cumulus__missing-or-null,ambulatory +14,2022-09-01,32623-1,, +14,2022-09-01,32623-1,,ambulatory +14,2022-09-01,32623-1,cumulus__missing-or-null, +14,2022-09-01,32623-1,cumulus__missing-or-null,ambulatory +14,2022-09-01,32207-3,, +14,2022-09-01,32207-3,,ambulatory +14,2022-09-01,32207-3,cumulus__missing-or-null, +14,2022-09-01,32207-3,cumulus__missing-or-null,ambulatory +14,2022-09-01,21000-5,, +14,2022-09-01,21000-5,,ambulatory +14,2022-09-01,21000-5,cumulus__missing-or-null, +14,2022-09-01,21000-5,cumulus__missing-or-null,ambulatory 14,2022-04-01,,Urine protein test = +++ (finding), 14,2022-04-01,,Urine ketone test = +++ (finding), +14,2022-04-01,6768-6,,ambulatory +14,2022-04-01,6768-6,cumulus__missing-or-null,ambulatory +14,2022-04-01,2885-2,,ambulatory +14,2022-04-01,2885-2,cumulus__missing-or-null,ambulatory 14,2022-04-01,2514-8,Urine ketone test = +++ (finding), 14,2022-04-01,20454-5,Urine protein test = +++ (finding), -14,2022-02-01,,Urine ketone test = + (finding),AMB -14,2022-02-01,2514-8,Urine ketone test = + (finding),AMB +14,2022-04-01,1975-2,,ambulatory +14,2022-04-01,1975-2,cumulus__missing-or-null,ambulatory +14,2022-04-01,1920-8,,ambulatory +14,2022-04-01,1920-8,cumulus__missing-or-null,ambulatory +14,2022-04-01,1751-7,,ambulatory +14,2022-04-01,1751-7,cumulus__missing-or-null,ambulatory +14,2022-04-01,1742-6,,ambulatory +14,2022-04-01,1742-6,cumulus__missing-or-null,ambulatory +14,2022-04-01,10834-0,, +14,2022-04-01,10834-0,,ambulatory +14,2022-04-01,10834-0,cumulus__missing-or-null, +14,2022-04-01,10834-0,cumulus__missing-or-null,ambulatory +14,2022-03-01,14959-1,, +14,2022-03-01,14959-1,cumulus__missing-or-null, +14,2022-02-01,,Urine ketone test = + (finding),ambulatory +14,2022-02-01,789-8,, +14,2022-02-01,789-8,,ambulatory +14,2022-02-01,789-8,cumulus__missing-or-null, +14,2022-02-01,789-8,cumulus__missing-or-null,ambulatory +14,2022-02-01,787-2,, +14,2022-02-01,787-2,,ambulatory +14,2022-02-01,787-2,cumulus__missing-or-null, +14,2022-02-01,787-2,cumulus__missing-or-null,ambulatory +14,2022-02-01,786-4,, +14,2022-02-01,786-4,,ambulatory +14,2022-02-01,786-4,cumulus__missing-or-null, +14,2022-02-01,786-4,cumulus__missing-or-null,ambulatory +14,2022-02-01,785-6,, +14,2022-02-01,785-6,,ambulatory +14,2022-02-01,785-6,cumulus__missing-or-null, +14,2022-02-01,785-6,cumulus__missing-or-null,ambulatory +14,2022-02-01,777-3,, +14,2022-02-01,777-3,,ambulatory +14,2022-02-01,777-3,cumulus__missing-or-null, +14,2022-02-01,777-3,cumulus__missing-or-null,ambulatory +14,2022-02-01,718-7,, +14,2022-02-01,718-7,,ambulatory +14,2022-02-01,718-7,cumulus__missing-or-null, +14,2022-02-01,718-7,cumulus__missing-or-null,ambulatory +14,2022-02-01,6690-2,, +14,2022-02-01,6690-2,,ambulatory +14,2022-02-01,6690-2,cumulus__missing-or-null, +14,2022-02-01,6690-2,cumulus__missing-or-null,ambulatory +14,2022-02-01,32623-1,, +14,2022-02-01,32623-1,,ambulatory +14,2022-02-01,32623-1,cumulus__missing-or-null, +14,2022-02-01,32623-1,cumulus__missing-or-null,ambulatory +14,2022-02-01,32207-3,, +14,2022-02-01,32207-3,,ambulatory +14,2022-02-01,32207-3,cumulus__missing-or-null, +14,2022-02-01,32207-3,cumulus__missing-or-null,ambulatory +14,2022-02-01,2514-8,Urine ketone test = + (finding),ambulatory +14,2022-02-01,21000-5,, +14,2022-02-01,21000-5,,ambulatory +14,2022-02-01,21000-5,cumulus__missing-or-null, +14,2022-02-01,21000-5,cumulus__missing-or-null,ambulatory 14,2022-01-01,,Urine protein test = +++ (finding), -14,2022-01-01,,Urine protein test = +++ (finding),AMB +14,2022-01-01,,Urine protein test = +++ (finding),ambulatory 14,2022-01-01,,Urine ketone test = +++ (finding), -14,2022-01-01,,Urine ketone test = +++ (finding),AMB +14,2022-01-01,,Urine ketone test = +++ (finding),ambulatory 14,2022-01-01,2514-8,Urine ketone test = +++ (finding), -14,2022-01-01,2514-8,Urine ketone test = +++ (finding),AMB +14,2022-01-01,2514-8,Urine ketone test = +++ (finding),ambulatory 14,2022-01-01,20454-5,Urine protein test = +++ (finding), -14,2022-01-01,20454-5,Urine protein test = +++ (finding),AMB +14,2022-01-01,20454-5,Urine protein test = +++ (finding),ambulatory +14,2021-11-01,,Low Risk (MFS Score 0 - 24), +14,2021-11-01,,Low Risk (MFS Score 0 - 24),ambulatory +14,2021-11-01,9843-4,, +14,2021-11-01,9843-4,,ambulatory +14,2021-11-01,9843-4,cumulus__missing-or-null, +14,2021-11-01,9843-4,cumulus__missing-or-null,ambulatory +14,2021-11-01,8289-1,, +14,2021-11-01,8289-1,,ambulatory +14,2021-11-01,8289-1,cumulus__missing-or-null, +14,2021-11-01,8289-1,cumulus__missing-or-null,ambulatory +14,2021-11-01,77606-2,, +14,2021-11-01,77606-2,,ambulatory +14,2021-11-01,77606-2,cumulus__missing-or-null, +14,2021-11-01,77606-2,cumulus__missing-or-null,ambulatory +14,2021-11-01,59461-4,Low Risk (MFS Score 0 - 24), +14,2021-11-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +14,2021-08-01,6768-6,,ambulatory +14,2021-08-01,6768-6,cumulus__missing-or-null,ambulatory +14,2021-08-01,2885-2,,ambulatory +14,2021-08-01,2885-2,cumulus__missing-or-null,ambulatory +14,2021-08-01,1975-2,,ambulatory +14,2021-08-01,1975-2,cumulus__missing-or-null,ambulatory +14,2021-08-01,1920-8,,ambulatory +14,2021-08-01,1920-8,cumulus__missing-or-null,ambulatory +14,2021-08-01,1751-7,,ambulatory +14,2021-08-01,1751-7,cumulus__missing-or-null,ambulatory +14,2021-08-01,1742-6,,ambulatory +14,2021-08-01,1742-6,cumulus__missing-or-null,ambulatory +14,2021-07-01,,Moderate Risk (MFS Score 25 - 45), +14,2021-07-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +14,2021-07-01,59461-4,Moderate Risk (MFS Score 25 - 45), +14,2021-07-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +14,2021-05-01,6768-6,, +14,2021-05-01,6768-6,,ambulatory +14,2021-05-01,6768-6,cumulus__missing-or-null, +14,2021-05-01,6768-6,cumulus__missing-or-null,ambulatory +14,2021-05-01,2885-2,, +14,2021-05-01,2885-2,,ambulatory +14,2021-05-01,2885-2,cumulus__missing-or-null, +14,2021-05-01,2885-2,cumulus__missing-or-null,ambulatory +14,2021-05-01,1975-2,, +14,2021-05-01,1975-2,,ambulatory +14,2021-05-01,1975-2,cumulus__missing-or-null, +14,2021-05-01,1975-2,cumulus__missing-or-null,ambulatory +14,2021-05-01,1920-8,, +14,2021-05-01,1920-8,,ambulatory +14,2021-05-01,1920-8,cumulus__missing-or-null, +14,2021-05-01,1920-8,cumulus__missing-or-null,ambulatory +14,2021-05-01,1751-7,, +14,2021-05-01,1751-7,,ambulatory +14,2021-05-01,1751-7,cumulus__missing-or-null, +14,2021-05-01,1751-7,cumulus__missing-or-null,ambulatory +14,2021-05-01,1742-6,, +14,2021-05-01,1742-6,,ambulatory +14,2021-05-01,1742-6,cumulus__missing-or-null, +14,2021-05-01,1742-6,cumulus__missing-or-null,ambulatory +14,2021-05-01,10834-0,, +14,2021-05-01,10834-0,,ambulatory +14,2021-05-01,10834-0,cumulus__missing-or-null, +14,2021-05-01,10834-0,cumulus__missing-or-null,ambulatory +14,2021-02-01,9843-4,, +14,2021-02-01,9843-4,,ambulatory +14,2021-02-01,9843-4,cumulus__missing-or-null, +14,2021-02-01,9843-4,cumulus__missing-or-null,ambulatory +14,2021-02-01,8289-1,, +14,2021-02-01,8289-1,,ambulatory +14,2021-02-01,8289-1,cumulus__missing-or-null, +14,2021-02-01,8289-1,cumulus__missing-or-null,ambulatory +14,2021-02-01,77606-2,, +14,2021-02-01,77606-2,,ambulatory +14,2021-02-01,77606-2,cumulus__missing-or-null, +14,2021-02-01,77606-2,cumulus__missing-or-null,ambulatory +14,2021-02-01,6768-6,, +14,2021-02-01,6768-6,,ambulatory +14,2021-02-01,6768-6,cumulus__missing-or-null, +14,2021-02-01,6768-6,cumulus__missing-or-null,ambulatory +14,2021-02-01,2885-2,, +14,2021-02-01,2885-2,,ambulatory +14,2021-02-01,2885-2,cumulus__missing-or-null, +14,2021-02-01,2885-2,cumulus__missing-or-null,ambulatory +14,2021-02-01,1975-2,, +14,2021-02-01,1975-2,,ambulatory +14,2021-02-01,1975-2,cumulus__missing-or-null, +14,2021-02-01,1975-2,cumulus__missing-or-null,ambulatory +14,2021-02-01,1920-8,, +14,2021-02-01,1920-8,,ambulatory +14,2021-02-01,1920-8,cumulus__missing-or-null, +14,2021-02-01,1920-8,cumulus__missing-or-null,ambulatory +14,2021-02-01,1751-7,, +14,2021-02-01,1751-7,,ambulatory +14,2021-02-01,1751-7,cumulus__missing-or-null, +14,2021-02-01,1751-7,cumulus__missing-or-null,ambulatory +14,2021-02-01,1742-6,, +14,2021-02-01,1742-6,,ambulatory +14,2021-02-01,1742-6,cumulus__missing-or-null, +14,2021-02-01,1742-6,cumulus__missing-or-null,ambulatory +14,2021-02-01,10834-0,, +14,2021-02-01,10834-0,,ambulatory +14,2021-02-01,10834-0,cumulus__missing-or-null, +14,2021-02-01,10834-0,cumulus__missing-or-null,ambulatory 14,2021-01-01,94531-1,, -14,2019-04-01,,Urine ketone test = + (finding),AMB -14,2019-04-01,2514-8,Urine ketone test = + (finding),AMB +14,2020-11-01,9843-4,, +14,2020-11-01,9843-4,,ambulatory +14,2020-11-01,9843-4,cumulus__missing-or-null, +14,2020-11-01,9843-4,cumulus__missing-or-null,ambulatory +14,2020-11-01,8289-1,, +14,2020-11-01,8289-1,,ambulatory +14,2020-11-01,8289-1,cumulus__missing-or-null, +14,2020-11-01,8289-1,cumulus__missing-or-null,ambulatory +14,2020-11-01,77606-2,, +14,2020-11-01,77606-2,,ambulatory +14,2020-11-01,77606-2,cumulus__missing-or-null, +14,2020-11-01,77606-2,cumulus__missing-or-null,ambulatory +14,2020-07-01,9843-4,, +14,2020-07-01,9843-4,,ambulatory +14,2020-07-01,9843-4,cumulus__missing-or-null, +14,2020-07-01,9843-4,cumulus__missing-or-null,ambulatory +14,2020-07-01,8289-1,, +14,2020-07-01,8289-1,,ambulatory +14,2020-07-01,8289-1,cumulus__missing-or-null, +14,2020-07-01,8289-1,cumulus__missing-or-null,ambulatory +14,2020-07-01,789-8,,ambulatory +14,2020-07-01,789-8,cumulus__missing-or-null,ambulatory +14,2020-07-01,787-2,,ambulatory +14,2020-07-01,787-2,cumulus__missing-or-null,ambulatory +14,2020-07-01,786-4,,ambulatory +14,2020-07-01,786-4,cumulus__missing-or-null,ambulatory +14,2020-07-01,785-6,,ambulatory +14,2020-07-01,785-6,cumulus__missing-or-null,ambulatory +14,2020-07-01,777-3,,ambulatory +14,2020-07-01,777-3,cumulus__missing-or-null,ambulatory +14,2020-07-01,77606-2,, +14,2020-07-01,77606-2,,ambulatory +14,2020-07-01,77606-2,cumulus__missing-or-null, +14,2020-07-01,77606-2,cumulus__missing-or-null,ambulatory +14,2020-07-01,718-7,,ambulatory +14,2020-07-01,718-7,cumulus__missing-or-null,ambulatory +14,2020-07-01,6690-2,,ambulatory +14,2020-07-01,6690-2,cumulus__missing-or-null,ambulatory +14,2020-07-01,32623-1,, +14,2020-07-01,32623-1,,ambulatory +14,2020-07-01,32623-1,cumulus__missing-or-null, +14,2020-07-01,32623-1,cumulus__missing-or-null,ambulatory +14,2020-07-01,32207-3,, +14,2020-07-01,32207-3,,ambulatory +14,2020-07-01,32207-3,cumulus__missing-or-null, +14,2020-07-01,32207-3,cumulus__missing-or-null,ambulatory +14,2020-07-01,21000-5,, +14,2020-07-01,21000-5,,ambulatory +14,2020-07-01,21000-5,cumulus__missing-or-null, +14,2020-07-01,21000-5,cumulus__missing-or-null,ambulatory +14,2020-06-01,789-8,,ambulatory +14,2020-06-01,789-8,cumulus__missing-or-null,ambulatory +14,2020-06-01,787-2,,ambulatory +14,2020-06-01,787-2,cumulus__missing-or-null,ambulatory +14,2020-06-01,786-4,,ambulatory +14,2020-06-01,786-4,cumulus__missing-or-null,ambulatory +14,2020-06-01,785-6,,ambulatory +14,2020-06-01,785-6,cumulus__missing-or-null,ambulatory +14,2020-06-01,777-3,,ambulatory +14,2020-06-01,777-3,cumulus__missing-or-null,ambulatory +14,2020-06-01,718-7,,ambulatory +14,2020-06-01,718-7,cumulus__missing-or-null,ambulatory +14,2020-06-01,6690-2,,ambulatory +14,2020-06-01,6690-2,cumulus__missing-or-null,ambulatory +14,2020-06-01,4544-3,,ambulatory +14,2020-06-01,4544-3,cumulus__missing-or-null,ambulatory +14,2020-06-01,32623-1,,ambulatory +14,2020-06-01,32623-1,cumulus__missing-or-null,ambulatory +14,2020-06-01,32207-3,,ambulatory +14,2020-06-01,32207-3,cumulus__missing-or-null,ambulatory +14,2020-06-01,21000-5,,ambulatory +14,2020-06-01,21000-5,cumulus__missing-or-null,ambulatory +14,2020-05-01,8331-1,, +14,2020-05-01,8331-1,cumulus__missing-or-null, +14,2020-05-01,8310-5,, +14,2020-05-01,8310-5,cumulus__missing-or-null, +14,2020-02-01,6768-6,, +14,2020-02-01,6768-6,,ambulatory +14,2020-02-01,6768-6,cumulus__missing-or-null, +14,2020-02-01,6768-6,cumulus__missing-or-null,ambulatory +14,2020-02-01,2885-2,, +14,2020-02-01,2885-2,,ambulatory +14,2020-02-01,2885-2,cumulus__missing-or-null, +14,2020-02-01,2885-2,cumulus__missing-or-null,ambulatory +14,2020-02-01,1975-2,, +14,2020-02-01,1975-2,,ambulatory +14,2020-02-01,1975-2,cumulus__missing-or-null, +14,2020-02-01,1975-2,cumulus__missing-or-null,ambulatory +14,2020-02-01,1920-8,, +14,2020-02-01,1920-8,,ambulatory +14,2020-02-01,1920-8,cumulus__missing-or-null, +14,2020-02-01,1920-8,cumulus__missing-or-null,ambulatory +14,2020-02-01,1751-7,, +14,2020-02-01,1751-7,,ambulatory +14,2020-02-01,1751-7,cumulus__missing-or-null, +14,2020-02-01,1751-7,cumulus__missing-or-null,ambulatory +14,2020-02-01,1742-6,, +14,2020-02-01,1742-6,,ambulatory +14,2020-02-01,1742-6,cumulus__missing-or-null, +14,2020-02-01,1742-6,cumulus__missing-or-null,ambulatory +14,2020-02-01,10834-0,, +14,2020-02-01,10834-0,,ambulatory +14,2020-02-01,10834-0,cumulus__missing-or-null, +14,2020-02-01,10834-0,cumulus__missing-or-null,ambulatory +14,2019-12-01,32623-1,, +14,2019-12-01,32623-1,,ambulatory +14,2019-12-01,32623-1,cumulus__missing-or-null, +14,2019-12-01,32623-1,cumulus__missing-or-null,ambulatory +14,2019-12-01,32207-3,, +14,2019-12-01,32207-3,,ambulatory +14,2019-12-01,32207-3,cumulus__missing-or-null, +14,2019-12-01,32207-3,cumulus__missing-or-null,ambulatory +14,2019-12-01,21000-5,, +14,2019-12-01,21000-5,,ambulatory +14,2019-12-01,21000-5,cumulus__missing-or-null, +14,2019-12-01,21000-5,cumulus__missing-or-null,ambulatory +14,2019-12-01,10834-0,, +14,2019-12-01,10834-0,,ambulatory +14,2019-12-01,10834-0,cumulus__missing-or-null, +14,2019-12-01,10834-0,cumulus__missing-or-null,ambulatory +14,2019-10-01,789-8,, +14,2019-10-01,789-8,,ambulatory +14,2019-10-01,789-8,cumulus__missing-or-null, +14,2019-10-01,789-8,cumulus__missing-or-null,ambulatory +14,2019-10-01,787-2,, +14,2019-10-01,787-2,,ambulatory +14,2019-10-01,787-2,cumulus__missing-or-null, +14,2019-10-01,787-2,cumulus__missing-or-null,ambulatory +14,2019-10-01,786-4,, +14,2019-10-01,786-4,,ambulatory +14,2019-10-01,786-4,cumulus__missing-or-null, +14,2019-10-01,786-4,cumulus__missing-or-null,ambulatory +14,2019-10-01,785-6,, +14,2019-10-01,785-6,,ambulatory +14,2019-10-01,785-6,cumulus__missing-or-null, +14,2019-10-01,785-6,cumulus__missing-or-null,ambulatory +14,2019-10-01,777-3,, +14,2019-10-01,777-3,,ambulatory +14,2019-10-01,777-3,cumulus__missing-or-null, +14,2019-10-01,777-3,cumulus__missing-or-null,ambulatory +14,2019-10-01,718-7,, +14,2019-10-01,718-7,,ambulatory +14,2019-10-01,718-7,cumulus__missing-or-null, +14,2019-10-01,718-7,cumulus__missing-or-null,ambulatory +14,2019-10-01,6690-2,, +14,2019-10-01,6690-2,,ambulatory +14,2019-10-01,6690-2,cumulus__missing-or-null, +14,2019-10-01,6690-2,cumulus__missing-or-null,ambulatory +14,2019-10-01,4544-3,, +14,2019-10-01,4544-3,,ambulatory +14,2019-10-01,4544-3,cumulus__missing-or-null, +14,2019-10-01,4544-3,cumulus__missing-or-null,ambulatory +14,2019-10-01,32623-1,, +14,2019-10-01,32623-1,,ambulatory +14,2019-10-01,32623-1,cumulus__missing-or-null, +14,2019-10-01,32623-1,cumulus__missing-or-null,ambulatory +14,2019-10-01,32207-3,, +14,2019-10-01,32207-3,,ambulatory +14,2019-10-01,32207-3,cumulus__missing-or-null, +14,2019-10-01,32207-3,cumulus__missing-or-null,ambulatory +14,2019-10-01,21000-5,, +14,2019-10-01,21000-5,,ambulatory +14,2019-10-01,21000-5,cumulus__missing-or-null, +14,2019-10-01,21000-5,cumulus__missing-or-null,ambulatory +14,2019-09-01,9843-4,, +14,2019-09-01,9843-4,,ambulatory +14,2019-09-01,9843-4,cumulus__missing-or-null, +14,2019-09-01,9843-4,cumulus__missing-or-null,ambulatory +14,2019-09-01,8289-1,, +14,2019-09-01,8289-1,,ambulatory +14,2019-09-01,8289-1,cumulus__missing-or-null, +14,2019-09-01,8289-1,cumulus__missing-or-null,ambulatory +14,2019-09-01,77606-2,, +14,2019-09-01,77606-2,,ambulatory +14,2019-09-01,77606-2,cumulus__missing-or-null, +14,2019-09-01,77606-2,cumulus__missing-or-null,ambulatory +14,2019-09-01,76504-0,,ambulatory +14,2019-09-01,76504-0,cumulus__missing-or-null,ambulatory +14,2019-09-01,6768-6,, +14,2019-09-01,6768-6,,ambulatory +14,2019-09-01,6768-6,cumulus__missing-or-null, +14,2019-09-01,6768-6,cumulus__missing-or-null,ambulatory +14,2019-09-01,2885-2,, +14,2019-09-01,2885-2,,ambulatory +14,2019-09-01,2885-2,cumulus__missing-or-null, +14,2019-09-01,2885-2,cumulus__missing-or-null,ambulatory +14,2019-09-01,1975-2,, +14,2019-09-01,1975-2,,ambulatory +14,2019-09-01,1975-2,cumulus__missing-or-null, +14,2019-09-01,1975-2,cumulus__missing-or-null,ambulatory +14,2019-09-01,1920-8,, +14,2019-09-01,1920-8,,ambulatory +14,2019-09-01,1920-8,cumulus__missing-or-null, +14,2019-09-01,1920-8,cumulus__missing-or-null,ambulatory +14,2019-09-01,1751-7,, +14,2019-09-01,1751-7,,ambulatory +14,2019-09-01,1751-7,cumulus__missing-or-null, +14,2019-09-01,1751-7,cumulus__missing-or-null,ambulatory +14,2019-09-01,1742-6,, +14,2019-09-01,1742-6,,ambulatory +14,2019-09-01,1742-6,cumulus__missing-or-null, +14,2019-09-01,1742-6,cumulus__missing-or-null,ambulatory +14,2019-09-01,10834-0,, +14,2019-09-01,10834-0,,ambulatory +14,2019-09-01,10834-0,cumulus__missing-or-null, +14,2019-09-01,10834-0,cumulus__missing-or-null,ambulatory +14,2019-04-01,,Urine ketone test = + (finding),ambulatory +14,2019-04-01,2514-8,Urine ketone test = + (finding),ambulatory +14,2019-02-01,6768-6,,ambulatory +14,2019-02-01,6768-6,cumulus__missing-or-null,ambulatory +14,2019-02-01,2885-2,,ambulatory +14,2019-02-01,2885-2,cumulus__missing-or-null,ambulatory +14,2019-02-01,1975-2,,ambulatory +14,2019-02-01,1975-2,cumulus__missing-or-null,ambulatory +14,2019-02-01,1920-8,,ambulatory +14,2019-02-01,1920-8,cumulus__missing-or-null,ambulatory +14,2019-02-01,1751-7,,ambulatory +14,2019-02-01,1751-7,cumulus__missing-or-null,ambulatory +14,2019-02-01,1742-6,,ambulatory +14,2019-02-01,1742-6,cumulus__missing-or-null,ambulatory +14,2019-01-01,,High Risk (MFS Score 50+), +14,2019-01-01,59461-4,High Risk (MFS Score 50+), +14,2018-12-01,82667-7,, +14,2018-12-01,82667-7,,ambulatory +14,2018-12-01,82667-7,cumulus__missing-or-null, +14,2018-12-01,82667-7,cumulus__missing-or-null,ambulatory +14,2018-12-01,76504-0,,ambulatory +14,2018-12-01,76504-0,cumulus__missing-or-null,ambulatory +14,2018-11-01,789-8,,ambulatory +14,2018-11-01,789-8,cumulus__missing-or-null,ambulatory +14,2018-11-01,787-2,,ambulatory +14,2018-11-01,787-2,cumulus__missing-or-null,ambulatory +14,2018-11-01,786-4,,ambulatory +14,2018-11-01,786-4,cumulus__missing-or-null,ambulatory +14,2018-11-01,785-6,,ambulatory +14,2018-11-01,785-6,cumulus__missing-or-null,ambulatory +14,2018-11-01,777-3,,ambulatory +14,2018-11-01,777-3,cumulus__missing-or-null,ambulatory +14,2018-11-01,718-7,,ambulatory +14,2018-11-01,718-7,cumulus__missing-or-null,ambulatory +14,2018-11-01,6690-2,,ambulatory +14,2018-11-01,6690-2,cumulus__missing-or-null,ambulatory +14,2018-11-01,4544-3,,ambulatory +14,2018-11-01,4544-3,cumulus__missing-or-null,ambulatory +14,2018-11-01,14959-1,, +14,2018-11-01,14959-1,cumulus__missing-or-null, +14,2018-10-01,14959-1,,ambulatory +14,2018-10-01,14959-1,cumulus__missing-or-null,ambulatory +14,2018-09-01,789-8,,ambulatory +14,2018-09-01,789-8,cumulus__missing-or-null,ambulatory +14,2018-09-01,787-2,,ambulatory +14,2018-09-01,787-2,cumulus__missing-or-null,ambulatory +14,2018-09-01,786-4,,ambulatory +14,2018-09-01,786-4,cumulus__missing-or-null,ambulatory +14,2018-09-01,785-6,,ambulatory +14,2018-09-01,785-6,cumulus__missing-or-null,ambulatory +14,2018-09-01,777-3,,ambulatory +14,2018-09-01,777-3,cumulus__missing-or-null,ambulatory +14,2018-09-01,718-7,,ambulatory +14,2018-09-01,718-7,cumulus__missing-or-null,ambulatory +14,2018-09-01,6690-2,,ambulatory +14,2018-09-01,6690-2,cumulus__missing-or-null,ambulatory +14,2018-09-01,59576-9,, +14,2018-09-01,59576-9,,ambulatory +14,2018-09-01,59576-9,cumulus__missing-or-null, +14,2018-09-01,59576-9,cumulus__missing-or-null,ambulatory +14,2018-09-01,4544-3,,ambulatory +14,2018-09-01,4544-3,cumulus__missing-or-null,ambulatory +14,2018-09-01,32623-1,,ambulatory +14,2018-09-01,32623-1,cumulus__missing-or-null,ambulatory +14,2018-09-01,32207-3,,ambulatory +14,2018-09-01,32207-3,cumulus__missing-or-null,ambulatory +14,2018-09-01,21000-5,,ambulatory +14,2018-09-01,21000-5,cumulus__missing-or-null,ambulatory 14,2018-04-01,,Urine protein test = +++ (finding), -14,2018-04-01,,Urine protein test = +++ (finding),AMB +14,2018-04-01,,Urine protein test = +++ (finding),ambulatory 14,2018-04-01,,Urine ketone test = +++ (finding), -14,2018-04-01,,Urine ketone test = +++ (finding),AMB +14,2018-04-01,,Urine ketone test = +++ (finding),ambulatory +14,2018-04-01,76504-0,,ambulatory +14,2018-04-01,76504-0,cumulus__missing-or-null,ambulatory +14,2018-04-01,6768-6,,ambulatory +14,2018-04-01,6768-6,cumulus__missing-or-null,ambulatory +14,2018-04-01,2885-2,,ambulatory +14,2018-04-01,2885-2,cumulus__missing-or-null,ambulatory 14,2018-04-01,2514-8,Urine ketone test = +++ (finding), -14,2018-04-01,2514-8,Urine ketone test = +++ (finding),AMB +14,2018-04-01,2514-8,Urine ketone test = +++ (finding),ambulatory 14,2018-04-01,20454-5,Urine protein test = +++ (finding), -14,2018-04-01,20454-5,Urine protein test = +++ (finding),AMB +14,2018-04-01,20454-5,Urine protein test = +++ (finding),ambulatory +14,2018-04-01,1975-2,,ambulatory +14,2018-04-01,1975-2,cumulus__missing-or-null,ambulatory +14,2018-04-01,1920-8,,ambulatory +14,2018-04-01,1920-8,cumulus__missing-or-null,ambulatory +14,2018-04-01,1751-7,,ambulatory +14,2018-04-01,1751-7,cumulus__missing-or-null,ambulatory +14,2018-04-01,1742-6,,ambulatory +14,2018-04-01,1742-6,cumulus__missing-or-null,ambulatory +14,2018-04-01,10834-0,, +14,2018-04-01,10834-0,,ambulatory +14,2018-04-01,10834-0,cumulus__missing-or-null, +14,2018-04-01,10834-0,cumulus__missing-or-null,ambulatory +14,2018-02-01,6768-6,, +14,2018-02-01,6768-6,,ambulatory +14,2018-02-01,6768-6,cumulus__missing-or-null, +14,2018-02-01,6768-6,cumulus__missing-or-null,ambulatory +14,2018-02-01,2885-2,, +14,2018-02-01,2885-2,,ambulatory +14,2018-02-01,2885-2,cumulus__missing-or-null, +14,2018-02-01,2885-2,cumulus__missing-or-null,ambulatory +14,2018-02-01,1975-2,, +14,2018-02-01,1975-2,,ambulatory +14,2018-02-01,1975-2,cumulus__missing-or-null, +14,2018-02-01,1975-2,cumulus__missing-or-null,ambulatory +14,2018-02-01,1920-8,, +14,2018-02-01,1920-8,,ambulatory +14,2018-02-01,1920-8,cumulus__missing-or-null, +14,2018-02-01,1920-8,cumulus__missing-or-null,ambulatory +14,2018-02-01,1751-7,, +14,2018-02-01,1751-7,,ambulatory +14,2018-02-01,1751-7,cumulus__missing-or-null, +14,2018-02-01,1751-7,cumulus__missing-or-null,ambulatory +14,2018-02-01,1742-6,, +14,2018-02-01,1742-6,,ambulatory +14,2018-02-01,1742-6,cumulus__missing-or-null, +14,2018-02-01,1742-6,cumulus__missing-or-null,ambulatory +14,2018-02-01,10834-0,, +14,2018-02-01,10834-0,,ambulatory +14,2018-02-01,10834-0,cumulus__missing-or-null, +14,2018-02-01,10834-0,cumulus__missing-or-null,ambulatory 14,2018-01-01,,Urine ketone test = + (finding), -14,2018-01-01,,Urine ketone test = + (finding),AMB +14,2018-01-01,,Urine ketone test = + (finding),ambulatory 14,2018-01-01,2514-8,Urine ketone test = + (finding), -14,2018-01-01,2514-8,Urine ketone test = + (finding),AMB -14,2017-08-01,,Urine protein test = +++ (finding),AMB -14,2017-08-01,,Urine ketone test = +++ (finding),AMB -14,2017-08-01,2514-8,Urine ketone test = +++ (finding),AMB -14,2017-08-01,20454-5,Urine protein test = +++ (finding),AMB +14,2018-01-01,2514-8,Urine ketone test = + (finding),ambulatory +14,2017-11-01,59461-4,,ambulatory +14,2017-11-01,59460-6,,ambulatory +14,2017-11-01,59460-6,cumulus__missing-or-null,ambulatory +14,2017-09-01,76504-0,,ambulatory +14,2017-09-01,76504-0,cumulus__missing-or-null,ambulatory +14,2017-08-01,,Urine protein test = +++ (finding),ambulatory +14,2017-08-01,,Urine ketone test = +++ (finding),ambulatory +14,2017-08-01,2514-8,Urine ketone test = +++ (finding),ambulatory +14,2017-08-01,20454-5,Urine protein test = +++ (finding),ambulatory +14,2017-06-01,59461-4,, +14,2017-06-01,59460-6,, +14,2017-06-01,59460-6,cumulus__missing-or-null, +14,2017-06-01,10834-0,, +14,2017-06-01,10834-0,,ambulatory +14,2017-06-01,10834-0,cumulus__missing-or-null, +14,2017-06-01,10834-0,cumulus__missing-or-null,ambulatory +14,2017-04-01,789-8,, +14,2017-04-01,789-8,,ambulatory +14,2017-04-01,789-8,cumulus__missing-or-null, +14,2017-04-01,789-8,cumulus__missing-or-null,ambulatory +14,2017-04-01,787-2,, +14,2017-04-01,787-2,,ambulatory +14,2017-04-01,787-2,cumulus__missing-or-null, +14,2017-04-01,787-2,cumulus__missing-or-null,ambulatory +14,2017-04-01,786-4,, +14,2017-04-01,786-4,,ambulatory +14,2017-04-01,786-4,cumulus__missing-or-null, +14,2017-04-01,786-4,cumulus__missing-or-null,ambulatory +14,2017-04-01,785-6,, +14,2017-04-01,785-6,,ambulatory +14,2017-04-01,785-6,cumulus__missing-or-null, +14,2017-04-01,785-6,cumulus__missing-or-null,ambulatory +14,2017-04-01,777-3,, +14,2017-04-01,777-3,,ambulatory +14,2017-04-01,777-3,cumulus__missing-or-null, +14,2017-04-01,777-3,cumulus__missing-or-null,ambulatory +14,2017-04-01,718-7,, +14,2017-04-01,718-7,,ambulatory +14,2017-04-01,718-7,cumulus__missing-or-null, +14,2017-04-01,718-7,cumulus__missing-or-null,ambulatory +14,2017-04-01,6690-2,, +14,2017-04-01,6690-2,,ambulatory +14,2017-04-01,6690-2,cumulus__missing-or-null, +14,2017-04-01,6690-2,cumulus__missing-or-null,ambulatory +14,2017-04-01,4544-3,, +14,2017-04-01,4544-3,,ambulatory +14,2017-04-01,4544-3,cumulus__missing-or-null, +14,2017-04-01,4544-3,cumulus__missing-or-null,ambulatory +14,2017-04-01,32623-1,, +14,2017-04-01,32623-1,,ambulatory +14,2017-04-01,32623-1,cumulus__missing-or-null, +14,2017-04-01,32623-1,cumulus__missing-or-null,ambulatory +14,2017-04-01,32207-3,, +14,2017-04-01,32207-3,,ambulatory +14,2017-04-01,32207-3,cumulus__missing-or-null, +14,2017-04-01,32207-3,cumulus__missing-or-null,ambulatory +14,2017-04-01,21000-5,, +14,2017-04-01,21000-5,,ambulatory +14,2017-04-01,21000-5,cumulus__missing-or-null, +14,2017-04-01,21000-5,cumulus__missing-or-null,ambulatory +14,2017-04-01,14959-1,,ambulatory +14,2017-04-01,14959-1,cumulus__missing-or-null,ambulatory +14,2017-03-01,9843-4,, +14,2017-03-01,9843-4,,ambulatory +14,2017-03-01,9843-4,cumulus__missing-or-null, +14,2017-03-01,9843-4,cumulus__missing-or-null,ambulatory +14,2017-03-01,8289-1,, +14,2017-03-01,8289-1,,ambulatory +14,2017-03-01,8289-1,cumulus__missing-or-null, +14,2017-03-01,8289-1,cumulus__missing-or-null,ambulatory +14,2017-03-01,77606-2,, +14,2017-03-01,77606-2,,ambulatory +14,2017-03-01,77606-2,cumulus__missing-or-null, +14,2017-03-01,77606-2,cumulus__missing-or-null,ambulatory +14,2017-02-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +14,2017-02-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +14,2017-02-01,14959-1,,ambulatory +14,2017-02-01,14959-1,cumulus__missing-or-null,ambulatory +14,2016-12-01,14959-1,,ambulatory +14,2016-12-01,14959-1,cumulus__missing-or-null,ambulatory +14,2016-11-01,14959-1,, +14,2016-11-01,14959-1,,ambulatory +14,2016-11-01,14959-1,cumulus__missing-or-null, +14,2016-11-01,14959-1,cumulus__missing-or-null,ambulatory +14,2016-10-01,9843-4,, +14,2016-10-01,9843-4,,ambulatory +14,2016-10-01,9843-4,cumulus__missing-or-null, +14,2016-10-01,9843-4,cumulus__missing-or-null,ambulatory +14,2016-10-01,8289-1,, +14,2016-10-01,8289-1,,ambulatory +14,2016-10-01,8289-1,cumulus__missing-or-null, +14,2016-10-01,8289-1,cumulus__missing-or-null,ambulatory +14,2016-10-01,77606-2,, +14,2016-10-01,77606-2,,ambulatory +14,2016-10-01,77606-2,cumulus__missing-or-null, +14,2016-10-01,77606-2,cumulus__missing-or-null,ambulatory +14,2016-10-01,59461-4,,ambulatory +14,2016-10-01,59460-6,,ambulatory +14,2016-10-01,59460-6,cumulus__missing-or-null,ambulatory +14,2016-09-01,8331-1,, +14,2016-09-01,8331-1,,ambulatory +14,2016-09-01,8331-1,cumulus__missing-or-null, +14,2016-09-01,8331-1,cumulus__missing-or-null,ambulatory +14,2016-09-01,8310-5,, +14,2016-09-01,8310-5,,ambulatory +14,2016-09-01,8310-5,cumulus__missing-or-null, +14,2016-09-01,8310-5,cumulus__missing-or-null,ambulatory +14,2016-07-01,9843-4,, +14,2016-07-01,9843-4,,ambulatory +14,2016-07-01,9843-4,cumulus__missing-or-null, +14,2016-07-01,9843-4,cumulus__missing-or-null,ambulatory +14,2016-07-01,8289-1,, +14,2016-07-01,8289-1,,ambulatory +14,2016-07-01,8289-1,cumulus__missing-or-null, +14,2016-07-01,8289-1,cumulus__missing-or-null,ambulatory +14,2016-07-01,77606-2,, +14,2016-07-01,77606-2,,ambulatory +14,2016-07-01,77606-2,cumulus__missing-or-null, +14,2016-07-01,77606-2,cumulus__missing-or-null,ambulatory +14,2016-07-01,14959-1,,ambulatory +14,2016-07-01,14959-1,cumulus__missing-or-null,ambulatory +14,2016-07-01,10834-0,, +14,2016-07-01,10834-0,,ambulatory +14,2016-07-01,10834-0,cumulus__missing-or-null, +14,2016-07-01,10834-0,cumulus__missing-or-null,ambulatory 13,,88020-3,, -13,,88020-3,,AMB +13,,88020-3,,ambulatory +13,2023-03-01,59461-4,,ambulatory +13,2023-03-01,59460-6,,ambulatory +13,2023-03-01,59460-6,cumulus__missing-or-null,ambulatory 13,2023-02-01,,Urine protein test = +++ (finding), -13,2023-02-01,,Urine protein test = +++ (finding),AMB +13,2023-02-01,,Urine protein test = +++ (finding),ambulatory 13,2023-02-01,,Urine ketone test = +++ (finding), -13,2023-02-01,,Urine ketone test = +++ (finding),AMB +13,2023-02-01,,Urine ketone test = +++ (finding),ambulatory 13,2023-02-01,2514-8,Urine ketone test = +++ (finding), -13,2023-02-01,2514-8,Urine ketone test = +++ (finding),AMB +13,2023-02-01,2514-8,Urine ketone test = +++ (finding),ambulatory 13,2023-02-01,20454-5,Urine protein test = +++ (finding), -13,2023-02-01,20454-5,Urine protein test = +++ (finding),AMB -13,2022-12-01,,Urine ketone test = + (finding),AMB -13,2022-12-01,2514-8,Urine ketone test = + (finding),AMB +13,2023-02-01,20454-5,Urine protein test = +++ (finding),ambulatory +13,2022-12-01,,Urine ketone test = + (finding),ambulatory +13,2022-12-01,2514-8,Urine ketone test = + (finding),ambulatory 13,2022-10-01,,Urine protein test = +++ (finding), 13,2022-10-01,,Urine ketone test = +++ (finding), 13,2022-10-01,2514-8,Urine ketone test = +++ (finding), 13,2022-10-01,20454-5,Urine protein test = +++ (finding), 13,2022-09-01,,Urine protein test = +++ (finding), -13,2022-09-01,,Urine protein test = +++ (finding),AMB +13,2022-09-01,,Urine protein test = +++ (finding),ambulatory 13,2022-09-01,,Urine ketone test = +++ (finding), -13,2022-09-01,,Urine ketone test = +++ (finding),AMB +13,2022-09-01,,Urine ketone test = +++ (finding),ambulatory +13,2022-09-01,4544-3,, +13,2022-09-01,4544-3,,ambulatory +13,2022-09-01,4544-3,cumulus__missing-or-null, +13,2022-09-01,4544-3,cumulus__missing-or-null,ambulatory 13,2022-09-01,2514-8,Urine ketone test = +++ (finding), -13,2022-09-01,2514-8,Urine ketone test = +++ (finding),AMB +13,2022-09-01,2514-8,Urine ketone test = +++ (finding),ambulatory 13,2022-09-01,20454-5,Urine protein test = +++ (finding), -13,2022-09-01,20454-5,Urine protein test = +++ (finding),AMB -13,2022-04-01,,Urine protein test = +++ (finding),AMB -13,2022-04-01,,Urine ketone test = +++ (finding),AMB -13,2022-04-01,2514-8,Urine ketone test = +++ (finding),AMB -13,2022-04-01,20454-5,Urine protein test = +++ (finding),AMB +13,2022-09-01,20454-5,Urine protein test = +++ (finding),ambulatory +13,2022-04-01,,Urine protein test = +++ (finding),ambulatory +13,2022-04-01,,Urine ketone test = +++ (finding),ambulatory +13,2022-04-01,2514-8,Urine ketone test = +++ (finding),ambulatory +13,2022-04-01,20454-5,Urine protein test = +++ (finding),ambulatory +13,2022-03-01,14959-1,,ambulatory +13,2022-03-01,14959-1,cumulus__missing-or-null,ambulatory +13,2022-02-01,4544-3,, +13,2022-02-01,4544-3,,ambulatory +13,2022-02-01,4544-3,cumulus__missing-or-null, +13,2022-02-01,4544-3,cumulus__missing-or-null,ambulatory 13,2022-01-01,,Urine ketone test = + (finding), -13,2022-01-01,,Urine ketone test = + (finding),AMB +13,2022-01-01,,Urine ketone test = + (finding),ambulatory 13,2022-01-01,2514-8,Urine ketone test = + (finding), -13,2022-01-01,2514-8,Urine ketone test = + (finding),AMB -13,2021-07-01,,Urine protein test = +++ (finding),AMB -13,2021-07-01,,Urine ketone test = +++ (finding),AMB -13,2021-07-01,2514-8,Urine ketone test = +++ (finding),AMB -13,2021-07-01,20454-5,Urine protein test = +++ (finding),AMB +13,2022-01-01,2514-8,Urine ketone test = + (finding),ambulatory +13,2021-11-01,789-8,, +13,2021-11-01,789-8,,ambulatory +13,2021-11-01,789-8,cumulus__missing-or-null, +13,2021-11-01,789-8,cumulus__missing-or-null,ambulatory +13,2021-11-01,787-2,, +13,2021-11-01,787-2,,ambulatory +13,2021-11-01,787-2,cumulus__missing-or-null, +13,2021-11-01,787-2,cumulus__missing-or-null,ambulatory +13,2021-11-01,786-4,, +13,2021-11-01,786-4,,ambulatory +13,2021-11-01,786-4,cumulus__missing-or-null, +13,2021-11-01,786-4,cumulus__missing-or-null,ambulatory +13,2021-11-01,785-6,, +13,2021-11-01,785-6,,ambulatory +13,2021-11-01,785-6,cumulus__missing-or-null, +13,2021-11-01,785-6,cumulus__missing-or-null,ambulatory +13,2021-11-01,777-3,, +13,2021-11-01,777-3,,ambulatory +13,2021-11-01,777-3,cumulus__missing-or-null, +13,2021-11-01,777-3,cumulus__missing-or-null,ambulatory +13,2021-11-01,718-7,, +13,2021-11-01,718-7,,ambulatory +13,2021-11-01,718-7,cumulus__missing-or-null, +13,2021-11-01,718-7,cumulus__missing-or-null,ambulatory +13,2021-11-01,6690-2,, +13,2021-11-01,6690-2,,ambulatory +13,2021-11-01,6690-2,cumulus__missing-or-null, +13,2021-11-01,6690-2,cumulus__missing-or-null,ambulatory +13,2021-11-01,32623-1,, +13,2021-11-01,32623-1,,ambulatory +13,2021-11-01,32623-1,cumulus__missing-or-null, +13,2021-11-01,32623-1,cumulus__missing-or-null,ambulatory +13,2021-11-01,32207-3,, +13,2021-11-01,32207-3,,ambulatory +13,2021-11-01,32207-3,cumulus__missing-or-null, +13,2021-11-01,32207-3,cumulus__missing-or-null,ambulatory +13,2021-11-01,21000-5,, +13,2021-11-01,21000-5,,ambulatory +13,2021-11-01,21000-5,cumulus__missing-or-null, +13,2021-11-01,21000-5,cumulus__missing-or-null,ambulatory +13,2021-08-01,8331-1,, +13,2021-08-01,8331-1,,ambulatory +13,2021-08-01,8331-1,cumulus__missing-or-null, +13,2021-08-01,8331-1,cumulus__missing-or-null,ambulatory +13,2021-08-01,8310-5,, +13,2021-08-01,8310-5,,ambulatory +13,2021-08-01,8310-5,cumulus__missing-or-null, +13,2021-08-01,8310-5,cumulus__missing-or-null,ambulatory +13,2021-08-01,10834-0,, +13,2021-08-01,10834-0,,ambulatory +13,2021-08-01,10834-0,cumulus__missing-or-null, +13,2021-08-01,10834-0,cumulus__missing-or-null,ambulatory +13,2021-07-01,,Urine protein test = +++ (finding),ambulatory +13,2021-07-01,,Urine ketone test = +++ (finding),ambulatory +13,2021-07-01,4544-3,, +13,2021-07-01,4544-3,,ambulatory +13,2021-07-01,4544-3,cumulus__missing-or-null, +13,2021-07-01,4544-3,cumulus__missing-or-null,ambulatory +13,2021-07-01,2514-8,Urine ketone test = +++ (finding),ambulatory +13,2021-07-01,20454-5,Urine protein test = +++ (finding),ambulatory +13,2021-06-01,,High Risk (MFS Score 50+), +13,2021-06-01,,High Risk (MFS Score 50+),ambulatory +13,2021-06-01,59461-4,High Risk (MFS Score 50+), +13,2021-06-01,59461-4,High Risk (MFS Score 50+),ambulatory 13,2020-12-01,94040-3,, -13,2020-12-01,94040-3,,AMB +13,2020-12-01,94040-3,,ambulatory 13,2020-12-01,94040-3,Negative (qualifier value), -13,2020-12-01,94040-3,Negative (qualifier value),AMB +13,2020-12-01,94040-3,Negative (qualifier value),ambulatory 13,2020-12-01,92142-9,, -13,2020-12-01,92142-9,,AMB +13,2020-12-01,92142-9,,ambulatory 13,2020-12-01,92141-1,, -13,2020-12-01,92141-1,,AMB +13,2020-12-01,92141-1,,ambulatory 13,2020-12-01,92141-1,Negative (qualifier value), -13,2020-12-01,92141-1,Negative (qualifier value),AMB +13,2020-12-01,92141-1,Negative (qualifier value),ambulatory 13,2020-12-01,92140-3,, -13,2020-12-01,92140-3,,AMB +13,2020-12-01,92140-3,,ambulatory 13,2020-12-01,92140-3,Negative (qualifier value), -13,2020-12-01,92140-3,Negative (qualifier value),AMB +13,2020-12-01,92140-3,Negative (qualifier value),ambulatory 13,2020-12-01,92139-5,, -13,2020-12-01,92139-5,,AMB +13,2020-12-01,92139-5,,ambulatory 13,2020-12-01,92139-5,Negative (qualifier value), -13,2020-12-01,92139-5,Negative (qualifier value),AMB +13,2020-12-01,92139-5,Negative (qualifier value),ambulatory 13,2020-12-01,92138-7,, -13,2020-12-01,92138-7,,AMB +13,2020-12-01,92138-7,,ambulatory 13,2020-12-01,92138-7,Negative (qualifier value), -13,2020-12-01,92138-7,Negative (qualifier value),AMB +13,2020-12-01,92138-7,Negative (qualifier value),ambulatory 13,2020-12-01,92134-6,, -13,2020-12-01,92134-6,,AMB +13,2020-12-01,92134-6,,ambulatory 13,2020-12-01,92134-6,Negative (qualifier value), -13,2020-12-01,92134-6,Negative (qualifier value),AMB +13,2020-12-01,92134-6,Negative (qualifier value),ambulatory 13,2020-12-01,92131-2,, -13,2020-12-01,92131-2,,AMB +13,2020-12-01,92131-2,,ambulatory 13,2020-12-01,92131-2,Negative (qualifier value), -13,2020-12-01,92131-2,Negative (qualifier value),AMB +13,2020-12-01,92131-2,Negative (qualifier value),ambulatory 13,2020-12-01,92130-4,, -13,2020-12-01,92130-4,,AMB +13,2020-12-01,92130-4,,ambulatory 13,2020-12-01,92130-4,Negative (qualifier value), -13,2020-12-01,92130-4,Negative (qualifier value),AMB -13,2020-01-01,,Urine ketone test = + (finding),AMB -13,2020-01-01,2514-8,Urine ketone test = + (finding),AMB +13,2020-12-01,92130-4,Negative (qualifier value),ambulatory +13,2020-07-01,89204-2,, +13,2020-07-01,89204-2,,ambulatory +13,2020-07-01,89204-2,cumulus__missing-or-null, +13,2020-07-01,89204-2,cumulus__missing-or-null,ambulatory +13,2020-07-01,4544-3,,ambulatory +13,2020-07-01,4544-3,cumulus__missing-or-null,ambulatory +13,2020-07-01,14959-1,, +13,2020-07-01,14959-1,cumulus__missing-or-null, +13,2020-05-01,6768-6,,ambulatory +13,2020-05-01,6768-6,cumulus__missing-or-null,ambulatory +13,2020-05-01,2885-2,,ambulatory +13,2020-05-01,2885-2,cumulus__missing-or-null,ambulatory +13,2020-05-01,1975-2,,ambulatory +13,2020-05-01,1975-2,cumulus__missing-or-null,ambulatory +13,2020-05-01,1920-8,,ambulatory +13,2020-05-01,1920-8,cumulus__missing-or-null,ambulatory +13,2020-05-01,1751-7,,ambulatory +13,2020-05-01,1751-7,cumulus__missing-or-null,ambulatory +13,2020-05-01,1742-6,,ambulatory +13,2020-05-01,1742-6,cumulus__missing-or-null,ambulatory +13,2020-05-01,10834-0,, +13,2020-05-01,10834-0,,ambulatory +13,2020-05-01,10834-0,cumulus__missing-or-null, +13,2020-05-01,10834-0,cumulus__missing-or-null,ambulatory +13,2020-04-01,6768-6,, +13,2020-04-01,6768-6,,ambulatory +13,2020-04-01,6768-6,cumulus__missing-or-null, +13,2020-04-01,6768-6,cumulus__missing-or-null,ambulatory +13,2020-04-01,2885-2,, +13,2020-04-01,2885-2,,ambulatory +13,2020-04-01,2885-2,cumulus__missing-or-null, +13,2020-04-01,2885-2,cumulus__missing-or-null,ambulatory +13,2020-04-01,1975-2,, +13,2020-04-01,1975-2,,ambulatory +13,2020-04-01,1975-2,cumulus__missing-or-null, +13,2020-04-01,1975-2,cumulus__missing-or-null,ambulatory +13,2020-04-01,1920-8,, +13,2020-04-01,1920-8,,ambulatory +13,2020-04-01,1920-8,cumulus__missing-or-null, +13,2020-04-01,1920-8,cumulus__missing-or-null,ambulatory +13,2020-04-01,1751-7,, +13,2020-04-01,1751-7,,ambulatory +13,2020-04-01,1751-7,cumulus__missing-or-null, +13,2020-04-01,1751-7,cumulus__missing-or-null,ambulatory +13,2020-04-01,1742-6,, +13,2020-04-01,1742-6,,ambulatory +13,2020-04-01,1742-6,cumulus__missing-or-null, +13,2020-04-01,1742-6,cumulus__missing-or-null,ambulatory +13,2020-04-01,10834-0,, +13,2020-04-01,10834-0,,ambulatory +13,2020-04-01,10834-0,cumulus__missing-or-null, +13,2020-04-01,10834-0,cumulus__missing-or-null,ambulatory +13,2020-03-01,,Low Risk (MFS Score 0 - 24), +13,2020-03-01,59461-4,Low Risk (MFS Score 0 - 24), +13,2020-02-01,,Moderate Risk (MFS Score 25 - 45), +13,2020-02-01,59461-4,Moderate Risk (MFS Score 25 - 45), +13,2020-01-01,,Urine ketone test = + (finding),ambulatory +13,2020-01-01,,High Risk (MFS Score 50+), +13,2020-01-01,,High Risk (MFS Score 50+),ambulatory +13,2020-01-01,9843-4,, +13,2020-01-01,9843-4,,ambulatory +13,2020-01-01,9843-4,cumulus__missing-or-null, +13,2020-01-01,9843-4,cumulus__missing-or-null,ambulatory +13,2020-01-01,8289-1,, +13,2020-01-01,8289-1,,ambulatory +13,2020-01-01,8289-1,cumulus__missing-or-null, +13,2020-01-01,8289-1,cumulus__missing-or-null,ambulatory +13,2020-01-01,77606-2,, +13,2020-01-01,77606-2,,ambulatory +13,2020-01-01,77606-2,cumulus__missing-or-null, +13,2020-01-01,77606-2,cumulus__missing-or-null,ambulatory +13,2020-01-01,59461-4,High Risk (MFS Score 50+), +13,2020-01-01,59461-4,High Risk (MFS Score 50+),ambulatory +13,2020-01-01,2514-8,Urine ketone test = + (finding),ambulatory +13,2019-12-01,4544-3,, +13,2019-12-01,4544-3,,ambulatory +13,2019-12-01,4544-3,cumulus__missing-or-null, +13,2019-12-01,4544-3,cumulus__missing-or-null,ambulatory +13,2019-09-01,789-8,, +13,2019-09-01,789-8,,ambulatory +13,2019-09-01,789-8,cumulus__missing-or-null, +13,2019-09-01,789-8,cumulus__missing-or-null,ambulatory +13,2019-09-01,787-2,, +13,2019-09-01,787-2,,ambulatory +13,2019-09-01,787-2,cumulus__missing-or-null, +13,2019-09-01,787-2,cumulus__missing-or-null,ambulatory +13,2019-09-01,786-4,, +13,2019-09-01,786-4,,ambulatory +13,2019-09-01,786-4,cumulus__missing-or-null, +13,2019-09-01,786-4,cumulus__missing-or-null,ambulatory +13,2019-09-01,785-6,, +13,2019-09-01,785-6,,ambulatory +13,2019-09-01,785-6,cumulus__missing-or-null, +13,2019-09-01,785-6,cumulus__missing-or-null,ambulatory +13,2019-09-01,777-3,, +13,2019-09-01,777-3,,ambulatory +13,2019-09-01,777-3,cumulus__missing-or-null, +13,2019-09-01,777-3,cumulus__missing-or-null,ambulatory +13,2019-09-01,718-7,, +13,2019-09-01,718-7,,ambulatory +13,2019-09-01,718-7,cumulus__missing-or-null, +13,2019-09-01,718-7,cumulus__missing-or-null,ambulatory +13,2019-09-01,6690-2,, +13,2019-09-01,6690-2,,ambulatory +13,2019-09-01,6690-2,cumulus__missing-or-null, +13,2019-09-01,6690-2,cumulus__missing-or-null,ambulatory +13,2019-09-01,32623-1,, +13,2019-09-01,32623-1,,ambulatory +13,2019-09-01,32623-1,cumulus__missing-or-null, +13,2019-09-01,32623-1,cumulus__missing-or-null,ambulatory +13,2019-09-01,32207-3,, +13,2019-09-01,32207-3,,ambulatory +13,2019-09-01,32207-3,cumulus__missing-or-null, +13,2019-09-01,32207-3,cumulus__missing-or-null,ambulatory +13,2019-09-01,21000-5,, +13,2019-09-01,21000-5,,ambulatory +13,2019-09-01,21000-5,cumulus__missing-or-null, +13,2019-09-01,21000-5,cumulus__missing-or-null,ambulatory +13,2019-08-01,6768-6,, +13,2019-08-01,6768-6,,ambulatory +13,2019-08-01,6768-6,cumulus__missing-or-null, +13,2019-08-01,6768-6,cumulus__missing-or-null,ambulatory +13,2019-08-01,2885-2,, +13,2019-08-01,2885-2,,ambulatory +13,2019-08-01,2885-2,cumulus__missing-or-null, +13,2019-08-01,2885-2,cumulus__missing-or-null,ambulatory +13,2019-08-01,1975-2,, +13,2019-08-01,1975-2,,ambulatory +13,2019-08-01,1975-2,cumulus__missing-or-null, +13,2019-08-01,1975-2,cumulus__missing-or-null,ambulatory +13,2019-08-01,1920-8,, +13,2019-08-01,1920-8,,ambulatory +13,2019-08-01,1920-8,cumulus__missing-or-null, +13,2019-08-01,1920-8,cumulus__missing-or-null,ambulatory +13,2019-08-01,1751-7,, +13,2019-08-01,1751-7,,ambulatory +13,2019-08-01,1751-7,cumulus__missing-or-null, +13,2019-08-01,1751-7,cumulus__missing-or-null,ambulatory +13,2019-08-01,1742-6,, +13,2019-08-01,1742-6,,ambulatory +13,2019-08-01,1742-6,cumulus__missing-or-null, +13,2019-08-01,1742-6,cumulus__missing-or-null,ambulatory +13,2019-08-01,10834-0,, +13,2019-08-01,10834-0,,ambulatory +13,2019-08-01,10834-0,cumulus__missing-or-null, +13,2019-08-01,10834-0,cumulus__missing-or-null,ambulatory +13,2019-07-01,9843-4,, +13,2019-07-01,9843-4,,ambulatory +13,2019-07-01,9843-4,cumulus__missing-or-null, +13,2019-07-01,9843-4,cumulus__missing-or-null,ambulatory +13,2019-07-01,8289-1,, +13,2019-07-01,8289-1,,ambulatory +13,2019-07-01,8289-1,cumulus__missing-or-null, +13,2019-07-01,8289-1,cumulus__missing-or-null,ambulatory +13,2019-07-01,77606-2,, +13,2019-07-01,77606-2,,ambulatory +13,2019-07-01,77606-2,cumulus__missing-or-null, +13,2019-07-01,77606-2,cumulus__missing-or-null,ambulatory +13,2019-06-01,6768-6,,ambulatory +13,2019-06-01,6768-6,cumulus__missing-or-null,ambulatory +13,2019-06-01,2885-2,,ambulatory +13,2019-06-01,2885-2,cumulus__missing-or-null,ambulatory +13,2019-06-01,1975-2,,ambulatory +13,2019-06-01,1975-2,cumulus__missing-or-null,ambulatory +13,2019-06-01,1920-8,,ambulatory +13,2019-06-01,1920-8,cumulus__missing-or-null,ambulatory +13,2019-06-01,1751-7,,ambulatory +13,2019-06-01,1751-7,cumulus__missing-or-null,ambulatory +13,2019-06-01,1742-6,,ambulatory +13,2019-06-01,1742-6,cumulus__missing-or-null,ambulatory +13,2019-06-01,10834-0,, +13,2019-06-01,10834-0,,ambulatory +13,2019-06-01,10834-0,cumulus__missing-or-null, +13,2019-06-01,10834-0,cumulus__missing-or-null,ambulatory +13,2019-04-01,82667-7,, +13,2019-04-01,82667-7,,ambulatory +13,2019-04-01,82667-7,cumulus__missing-or-null, +13,2019-04-01,82667-7,cumulus__missing-or-null,ambulatory +13,2019-02-01,10834-0,, +13,2019-02-01,10834-0,,ambulatory +13,2019-02-01,10834-0,cumulus__missing-or-null, +13,2019-02-01,10834-0,cumulus__missing-or-null,ambulatory +13,2018-11-01,89204-2,, +13,2018-11-01,89204-2,,ambulatory +13,2018-11-01,89204-2,cumulus__missing-or-null, +13,2018-11-01,89204-2,cumulus__missing-or-null,ambulatory +13,2018-11-01,32623-1,, +13,2018-11-01,32623-1,,ambulatory +13,2018-11-01,32623-1,cumulus__missing-or-null, +13,2018-11-01,32623-1,cumulus__missing-or-null,ambulatory +13,2018-11-01,32207-3,, +13,2018-11-01,32207-3,,ambulatory +13,2018-11-01,32207-3,cumulus__missing-or-null, +13,2018-11-01,32207-3,cumulus__missing-or-null,ambulatory +13,2018-11-01,21000-5,, +13,2018-11-01,21000-5,,ambulatory +13,2018-11-01,21000-5,cumulus__missing-or-null, +13,2018-11-01,21000-5,cumulus__missing-or-null,ambulatory +13,2018-11-01,14959-1,,ambulatory +13,2018-11-01,14959-1,cumulus__missing-or-null,ambulatory 13,2018-10-01,,Urine ketone test = + (finding), 13,2018-10-01,2514-8,Urine ketone test = + (finding), 13,2018-08-01,,Urine ketone test = + (finding), -13,2018-08-01,,Urine ketone test = + (finding),AMB +13,2018-08-01,,Urine ketone test = + (finding),ambulatory +13,2018-08-01,9843-4,, +13,2018-08-01,9843-4,,ambulatory +13,2018-08-01,9843-4,cumulus__missing-or-null, +13,2018-08-01,9843-4,cumulus__missing-or-null,ambulatory +13,2018-08-01,8289-1,, +13,2018-08-01,8289-1,,ambulatory +13,2018-08-01,8289-1,cumulus__missing-or-null, +13,2018-08-01,8289-1,cumulus__missing-or-null,ambulatory +13,2018-08-01,77606-2,, +13,2018-08-01,77606-2,,ambulatory +13,2018-08-01,77606-2,cumulus__missing-or-null, +13,2018-08-01,77606-2,cumulus__missing-or-null,ambulatory 13,2018-08-01,2514-8,Urine ketone test = + (finding), -13,2018-08-01,2514-8,Urine ketone test = + (finding),AMB +13,2018-08-01,2514-8,Urine ketone test = + (finding),ambulatory +13,2018-06-01,9843-4,, +13,2018-06-01,9843-4,,ambulatory +13,2018-06-01,9843-4,cumulus__missing-or-null, +13,2018-06-01,9843-4,cumulus__missing-or-null,ambulatory +13,2018-06-01,8289-1,, +13,2018-06-01,8289-1,,ambulatory +13,2018-06-01,8289-1,cumulus__missing-or-null, +13,2018-06-01,8289-1,cumulus__missing-or-null,ambulatory +13,2018-06-01,77606-2,, +13,2018-06-01,77606-2,,ambulatory +13,2018-06-01,77606-2,cumulus__missing-or-null, +13,2018-06-01,77606-2,cumulus__missing-or-null,ambulatory +13,2018-06-01,14959-1,,ambulatory +13,2018-06-01,14959-1,cumulus__missing-or-null,ambulatory +13,2018-05-01,6768-6,,ambulatory +13,2018-05-01,6768-6,cumulus__missing-or-null,ambulatory +13,2018-05-01,2885-2,,ambulatory +13,2018-05-01,2885-2,cumulus__missing-or-null,ambulatory +13,2018-05-01,1975-2,,ambulatory +13,2018-05-01,1975-2,cumulus__missing-or-null,ambulatory +13,2018-05-01,1920-8,,ambulatory +13,2018-05-01,1920-8,cumulus__missing-or-null,ambulatory +13,2018-05-01,1751-7,,ambulatory +13,2018-05-01,1751-7,cumulus__missing-or-null,ambulatory +13,2018-05-01,1742-6,,ambulatory +13,2018-05-01,1742-6,cumulus__missing-or-null,ambulatory 13,2018-04-01,,Urine ketone test = + (finding), -13,2018-04-01,,Urine ketone test = + (finding),AMB +13,2018-04-01,,Urine ketone test = + (finding),ambulatory 13,2018-04-01,2514-8,Urine ketone test = + (finding), -13,2018-04-01,2514-8,Urine ketone test = + (finding),AMB +13,2018-04-01,2514-8,Urine ketone test = + (finding),ambulatory +13,2018-03-01,,High Risk (MFS Score 50+), +13,2018-03-01,59461-4,High Risk (MFS Score 50+), +13,2018-02-01,9843-4,, +13,2018-02-01,9843-4,,ambulatory +13,2018-02-01,9843-4,cumulus__missing-or-null, +13,2018-02-01,9843-4,cumulus__missing-or-null,ambulatory +13,2018-02-01,8289-1,, +13,2018-02-01,8289-1,,ambulatory +13,2018-02-01,8289-1,cumulus__missing-or-null, +13,2018-02-01,8289-1,cumulus__missing-or-null,ambulatory +13,2018-02-01,77606-2,, +13,2018-02-01,77606-2,,ambulatory +13,2018-02-01,77606-2,cumulus__missing-or-null, +13,2018-02-01,77606-2,cumulus__missing-or-null,ambulatory +13,2018-02-01,14959-1,, +13,2018-02-01,14959-1,cumulus__missing-or-null, +13,2017-12-01,4544-3,,ambulatory +13,2017-12-01,4544-3,cumulus__missing-or-null,ambulatory +13,2017-11-01,14959-1,,ambulatory +13,2017-11-01,14959-1,cumulus__missing-or-null,ambulatory +13,2017-09-01,,High Risk (MFS Score 50+), +13,2017-09-01,,High Risk (MFS Score 50+),ambulatory +13,2017-09-01,59461-4,High Risk (MFS Score 50+), +13,2017-09-01,59461-4,High Risk (MFS Score 50+),ambulatory +13,2017-07-01,9843-4,, +13,2017-07-01,9843-4,,ambulatory +13,2017-07-01,9843-4,cumulus__missing-or-null, +13,2017-07-01,9843-4,cumulus__missing-or-null,ambulatory +13,2017-07-01,8289-1,, +13,2017-07-01,8289-1,,ambulatory +13,2017-07-01,8289-1,cumulus__missing-or-null, +13,2017-07-01,8289-1,cumulus__missing-or-null,ambulatory +13,2017-07-01,77606-2,, +13,2017-07-01,77606-2,,ambulatory +13,2017-07-01,77606-2,cumulus__missing-or-null, +13,2017-07-01,77606-2,cumulus__missing-or-null,ambulatory +13,2017-06-01,59461-4,,ambulatory +13,2017-06-01,59460-6,,ambulatory +13,2017-06-01,59460-6,cumulus__missing-or-null,ambulatory +13,2017-06-01,14959-1,, +13,2017-06-01,14959-1,cumulus__missing-or-null, 13,2017-05-01,,Urine ketone test = + (finding), 13,2017-05-01,2514-8,Urine ketone test = + (finding), -13,2017-02-01,,Urine ketone test = + (finding),AMB -13,2017-02-01,2514-8,Urine ketone test = + (finding),AMB +13,2017-04-01,9843-4,, +13,2017-04-01,9843-4,,ambulatory +13,2017-04-01,9843-4,cumulus__missing-or-null, +13,2017-04-01,9843-4,cumulus__missing-or-null,ambulatory +13,2017-04-01,8289-1,, +13,2017-04-01,8289-1,,ambulatory +13,2017-04-01,8289-1,cumulus__missing-or-null, +13,2017-04-01,8289-1,cumulus__missing-or-null,ambulatory +13,2017-04-01,77606-2,, +13,2017-04-01,77606-2,,ambulatory +13,2017-04-01,77606-2,cumulus__missing-or-null, +13,2017-04-01,77606-2,cumulus__missing-or-null,ambulatory +13,2017-02-01,,Urine ketone test = + (finding),ambulatory +13,2017-02-01,2514-8,Urine ketone test = + (finding),ambulatory 13,2016-12-01,,Urine ketone test = + (finding), -13,2016-12-01,,Urine ketone test = + (finding),AMB +13,2016-12-01,,Urine ketone test = + (finding),ambulatory +13,2016-12-01,789-8,, +13,2016-12-01,789-8,,ambulatory +13,2016-12-01,789-8,cumulus__missing-or-null, +13,2016-12-01,789-8,cumulus__missing-or-null,ambulatory +13,2016-12-01,787-2,, +13,2016-12-01,787-2,,ambulatory +13,2016-12-01,787-2,cumulus__missing-or-null, +13,2016-12-01,787-2,cumulus__missing-or-null,ambulatory +13,2016-12-01,786-4,, +13,2016-12-01,786-4,,ambulatory +13,2016-12-01,786-4,cumulus__missing-or-null, +13,2016-12-01,786-4,cumulus__missing-or-null,ambulatory +13,2016-12-01,785-6,, +13,2016-12-01,785-6,,ambulatory +13,2016-12-01,785-6,cumulus__missing-or-null, +13,2016-12-01,785-6,cumulus__missing-or-null,ambulatory +13,2016-12-01,777-3,, +13,2016-12-01,777-3,,ambulatory +13,2016-12-01,777-3,cumulus__missing-or-null, +13,2016-12-01,777-3,cumulus__missing-or-null,ambulatory +13,2016-12-01,718-7,, +13,2016-12-01,718-7,,ambulatory +13,2016-12-01,718-7,cumulus__missing-or-null, +13,2016-12-01,718-7,cumulus__missing-or-null,ambulatory +13,2016-12-01,6690-2,, +13,2016-12-01,6690-2,,ambulatory +13,2016-12-01,6690-2,cumulus__missing-or-null, +13,2016-12-01,6690-2,cumulus__missing-or-null,ambulatory +13,2016-12-01,4544-3,, +13,2016-12-01,4544-3,,ambulatory +13,2016-12-01,4544-3,cumulus__missing-or-null, +13,2016-12-01,4544-3,cumulus__missing-or-null,ambulatory +13,2016-12-01,32623-1,, +13,2016-12-01,32623-1,,ambulatory +13,2016-12-01,32623-1,cumulus__missing-or-null, +13,2016-12-01,32623-1,cumulus__missing-or-null,ambulatory +13,2016-12-01,32207-3,, +13,2016-12-01,32207-3,,ambulatory +13,2016-12-01,32207-3,cumulus__missing-or-null, +13,2016-12-01,32207-3,cumulus__missing-or-null,ambulatory 13,2016-12-01,2514-8,Urine ketone test = + (finding), -13,2016-12-01,2514-8,Urine ketone test = + (finding),AMB +13,2016-12-01,2514-8,Urine ketone test = + (finding),ambulatory +13,2016-12-01,21000-5,, +13,2016-12-01,21000-5,,ambulatory +13,2016-12-01,21000-5,cumulus__missing-or-null, +13,2016-12-01,21000-5,cumulus__missing-or-null,ambulatory 13,2016-10-01,,Urine protein test = +++ (finding), -13,2016-10-01,,Urine protein test = +++ (finding),AMB +13,2016-10-01,,Urine protein test = +++ (finding),ambulatory 13,2016-10-01,,Urine ketone test = +++ (finding), -13,2016-10-01,,Urine ketone test = +++ (finding),AMB +13,2016-10-01,,Urine ketone test = +++ (finding),ambulatory 13,2016-10-01,2514-8,Urine ketone test = +++ (finding), -13,2016-10-01,2514-8,Urine ketone test = +++ (finding),AMB +13,2016-10-01,2514-8,Urine ketone test = +++ (finding),ambulatory 13,2016-10-01,20454-5,Urine protein test = +++ (finding), -13,2016-10-01,20454-5,Urine protein test = +++ (finding),AMB -12,2023-03-01,,Urine ketone test = ++ (finding),AMB -12,2023-03-01,2514-8,Urine ketone test = ++ (finding),AMB -12,2022-10-01,,Urine protein test = +++ (finding),AMB -12,2022-10-01,,Urine ketone test = +++ (finding),AMB -12,2022-10-01,2514-8,Urine ketone test = +++ (finding),AMB -12,2022-10-01,20454-5,Urine protein test = +++ (finding),AMB +13,2016-10-01,20454-5,Urine protein test = +++ (finding),ambulatory +13,2016-06-01,6768-6,, +13,2016-06-01,6768-6,cumulus__missing-or-null, +13,2016-06-01,2885-2,, +13,2016-06-01,2885-2,cumulus__missing-or-null, +13,2016-06-01,1975-2,, +13,2016-06-01,1975-2,cumulus__missing-or-null, +13,2016-06-01,1920-8,, +13,2016-06-01,1920-8,cumulus__missing-or-null, +13,2016-06-01,1751-7,, +13,2016-06-01,1751-7,cumulus__missing-or-null, +13,2016-06-01,1742-6,, +13,2016-06-01,1742-6,cumulus__missing-or-null, +12,,38265-5,,ambulatory +12,,38265-5,cumulus__missing-or-null,ambulatory +12,2023-03-01,,Urine ketone test = ++ (finding),ambulatory +12,2023-03-01,2514-8,Urine ketone test = ++ (finding),ambulatory +12,2023-02-01,,High Risk (MFS Score 50+), +12,2023-02-01,59461-4,High Risk (MFS Score 50+), +12,2022-10-01,,Urine protein test = +++ (finding),ambulatory +12,2022-10-01,,Urine ketone test = +++ (finding),ambulatory +12,2022-10-01,2514-8,Urine ketone test = +++ (finding),ambulatory +12,2022-10-01,20454-5,Urine protein test = +++ (finding),ambulatory +12,2022-03-01,,High Risk (MFS Score 50+), +12,2022-03-01,59461-4,High Risk (MFS Score 50+), +12,2022-02-01,,Low Risk (MFS Score 0 - 24), +12,2022-02-01,,Low Risk (MFS Score 0 - 24),ambulatory +12,2022-02-01,59461-4,Low Risk (MFS Score 0 - 24), +12,2022-02-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +12,2021-11-01,4544-3,, +12,2021-11-01,4544-3,,ambulatory +12,2021-11-01,4544-3,cumulus__missing-or-null, +12,2021-11-01,4544-3,cumulus__missing-or-null,ambulatory +12,2021-05-01,,High Risk (MFS Score 50+), +12,2021-05-01,59461-4,High Risk (MFS Score 50+), +12,2021-04-01,8331-1,, +12,2021-04-01,8331-1,,ambulatory +12,2021-04-01,8331-1,cumulus__missing-or-null, +12,2021-04-01,8331-1,cumulus__missing-or-null,ambulatory +12,2021-04-01,8310-5,, +12,2021-04-01,8310-5,,ambulatory +12,2021-04-01,8310-5,cumulus__missing-or-null, +12,2021-04-01,8310-5,cumulus__missing-or-null,ambulatory 12,2021-02-01,,Urine ketone test = + (finding), 12,2021-02-01,2514-8,Urine ketone test = + (finding), 12,2021-01-01,,Detected (qualifier value), -12,2021-01-01,,Detected (qualifier value),AMB +12,2021-01-01,,Detected (qualifier value),ambulatory 12,2020-12-01,92142-9,Negative (qualifier value), -12,2020-12-01,92142-9,Negative (qualifier value),AMB -12,2018-10-01,,Urine ketone test = + (finding),AMB -12,2018-10-01,2514-8,Urine ketone test = + (finding),AMB +12,2020-12-01,92142-9,Negative (qualifier value),ambulatory +12,2020-09-01,6768-6,,ambulatory +12,2020-09-01,6768-6,cumulus__missing-or-null,ambulatory +12,2020-09-01,2885-2,,ambulatory +12,2020-09-01,2885-2,cumulus__missing-or-null,ambulatory +12,2020-09-01,1975-2,,ambulatory +12,2020-09-01,1975-2,cumulus__missing-or-null,ambulatory +12,2020-09-01,1920-8,,ambulatory +12,2020-09-01,1920-8,cumulus__missing-or-null,ambulatory +12,2020-09-01,1751-7,,ambulatory +12,2020-09-01,1751-7,cumulus__missing-or-null,ambulatory +12,2020-09-01,1742-6,,ambulatory +12,2020-09-01,1742-6,cumulus__missing-or-null,ambulatory +12,2020-09-01,10834-0,, +12,2020-09-01,10834-0,,ambulatory +12,2020-09-01,10834-0,cumulus__missing-or-null, +12,2020-09-01,10834-0,cumulus__missing-or-null,ambulatory +12,2020-08-01,89204-2,, +12,2020-08-01,89204-2,,ambulatory +12,2020-08-01,89204-2,cumulus__missing-or-null, +12,2020-08-01,89204-2,cumulus__missing-or-null,ambulatory +12,2020-07-01,6768-6,, +12,2020-07-01,6768-6,cumulus__missing-or-null, +12,2020-07-01,2885-2,, +12,2020-07-01,2885-2,cumulus__missing-or-null, +12,2020-07-01,1975-2,, +12,2020-07-01,1975-2,cumulus__missing-or-null, +12,2020-07-01,1920-8,, +12,2020-07-01,1920-8,cumulus__missing-or-null, +12,2020-07-01,1751-7,, +12,2020-07-01,1751-7,cumulus__missing-or-null, +12,2020-07-01,1742-6,, +12,2020-07-01,1742-6,cumulus__missing-or-null, +12,2020-06-01,8331-1,,ambulatory +12,2020-06-01,8331-1,cumulus__missing-or-null,ambulatory +12,2020-06-01,8310-5,,ambulatory +12,2020-06-01,8310-5,cumulus__missing-or-null,ambulatory +12,2020-04-01,59461-4,, +12,2020-04-01,59460-6,, +12,2020-04-01,59460-6,cumulus__missing-or-null, +12,2020-03-01,,Low Risk (MFS Score 0 - 24),ambulatory +12,2020-03-01,6768-6,, +12,2020-03-01,6768-6,,ambulatory +12,2020-03-01,6768-6,cumulus__missing-or-null, +12,2020-03-01,6768-6,cumulus__missing-or-null,ambulatory +12,2020-03-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +12,2020-03-01,2885-2,, +12,2020-03-01,2885-2,,ambulatory +12,2020-03-01,2885-2,cumulus__missing-or-null, +12,2020-03-01,2885-2,cumulus__missing-or-null,ambulatory +12,2020-03-01,1975-2,, +12,2020-03-01,1975-2,,ambulatory +12,2020-03-01,1975-2,cumulus__missing-or-null, +12,2020-03-01,1975-2,cumulus__missing-or-null,ambulatory +12,2020-03-01,1920-8,, +12,2020-03-01,1920-8,,ambulatory +12,2020-03-01,1920-8,cumulus__missing-or-null, +12,2020-03-01,1920-8,cumulus__missing-or-null,ambulatory +12,2020-03-01,1751-7,, +12,2020-03-01,1751-7,,ambulatory +12,2020-03-01,1751-7,cumulus__missing-or-null, +12,2020-03-01,1751-7,cumulus__missing-or-null,ambulatory +12,2020-03-01,1742-6,, +12,2020-03-01,1742-6,,ambulatory +12,2020-03-01,1742-6,cumulus__missing-or-null, +12,2020-03-01,1742-6,cumulus__missing-or-null,ambulatory +12,2020-03-01,10834-0,, +12,2020-03-01,10834-0,,ambulatory +12,2020-03-01,10834-0,cumulus__missing-or-null, +12,2020-03-01,10834-0,cumulus__missing-or-null,ambulatory +12,2020-02-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +12,2020-02-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +12,2019-11-01,6768-6,, +12,2019-11-01,6768-6,,ambulatory +12,2019-11-01,6768-6,cumulus__missing-or-null, +12,2019-11-01,6768-6,cumulus__missing-or-null,ambulatory +12,2019-11-01,2885-2,, +12,2019-11-01,2885-2,,ambulatory +12,2019-11-01,2885-2,cumulus__missing-or-null, +12,2019-11-01,2885-2,cumulus__missing-or-null,ambulatory +12,2019-11-01,1975-2,, +12,2019-11-01,1975-2,,ambulatory +12,2019-11-01,1975-2,cumulus__missing-or-null, +12,2019-11-01,1975-2,cumulus__missing-or-null,ambulatory +12,2019-11-01,1920-8,, +12,2019-11-01,1920-8,,ambulatory +12,2019-11-01,1920-8,cumulus__missing-or-null, +12,2019-11-01,1920-8,cumulus__missing-or-null,ambulatory +12,2019-11-01,1751-7,, +12,2019-11-01,1751-7,,ambulatory +12,2019-11-01,1751-7,cumulus__missing-or-null, +12,2019-11-01,1751-7,cumulus__missing-or-null,ambulatory +12,2019-11-01,1742-6,, +12,2019-11-01,1742-6,,ambulatory +12,2019-11-01,1742-6,cumulus__missing-or-null, +12,2019-11-01,1742-6,cumulus__missing-or-null,ambulatory +12,2019-11-01,10834-0,, +12,2019-11-01,10834-0,,ambulatory +12,2019-11-01,10834-0,cumulus__missing-or-null, +12,2019-11-01,10834-0,cumulus__missing-or-null,ambulatory +12,2019-06-01,89204-2,, +12,2019-06-01,89204-2,,ambulatory +12,2019-06-01,89204-2,cumulus__missing-or-null, +12,2019-06-01,89204-2,cumulus__missing-or-null,ambulatory +12,2019-01-01,,High Risk (MFS Score 50+),ambulatory +12,2019-01-01,59461-4,High Risk (MFS Score 50+),ambulatory +12,2018-12-01,6768-6,,ambulatory +12,2018-12-01,6768-6,cumulus__missing-or-null,ambulatory +12,2018-12-01,2885-2,,ambulatory +12,2018-12-01,2885-2,cumulus__missing-or-null,ambulatory +12,2018-12-01,1975-2,,ambulatory +12,2018-12-01,1975-2,cumulus__missing-or-null,ambulatory +12,2018-12-01,1920-8,,ambulatory +12,2018-12-01,1920-8,cumulus__missing-or-null,ambulatory +12,2018-12-01,1751-7,,ambulatory +12,2018-12-01,1751-7,cumulus__missing-or-null,ambulatory +12,2018-12-01,1742-6,,ambulatory +12,2018-12-01,1742-6,cumulus__missing-or-null,ambulatory +12,2018-12-01,10834-0,, +12,2018-12-01,10834-0,,ambulatory +12,2018-12-01,10834-0,cumulus__missing-or-null, +12,2018-12-01,10834-0,cumulus__missing-or-null,ambulatory +12,2018-10-01,,Urine ketone test = + (finding),ambulatory +12,2018-10-01,2514-8,Urine ketone test = + (finding),ambulatory +12,2018-09-01,9843-4,, +12,2018-09-01,9843-4,,ambulatory +12,2018-09-01,9843-4,cumulus__missing-or-null, +12,2018-09-01,9843-4,cumulus__missing-or-null,ambulatory +12,2018-09-01,8289-1,, +12,2018-09-01,8289-1,,ambulatory +12,2018-09-01,8289-1,cumulus__missing-or-null, +12,2018-09-01,8289-1,cumulus__missing-or-null,ambulatory +12,2018-09-01,77606-2,, +12,2018-09-01,77606-2,,ambulatory +12,2018-09-01,77606-2,cumulus__missing-or-null, +12,2018-09-01,77606-2,cumulus__missing-or-null,ambulatory +12,2018-06-01,89204-2,, +12,2018-06-01,89204-2,,ambulatory +12,2018-06-01,89204-2,cumulus__missing-or-null, +12,2018-06-01,89204-2,cumulus__missing-or-null,ambulatory +12,2018-05-01,10834-0,, +12,2018-05-01,10834-0,,ambulatory +12,2018-05-01,10834-0,cumulus__missing-or-null, +12,2018-05-01,10834-0,cumulus__missing-or-null,ambulatory +12,2018-03-01,,High Risk (MFS Score 50+),ambulatory +12,2018-03-01,9843-4,, +12,2018-03-01,9843-4,,ambulatory +12,2018-03-01,9843-4,cumulus__missing-or-null, +12,2018-03-01,9843-4,cumulus__missing-or-null,ambulatory +12,2018-03-01,8289-1,, +12,2018-03-01,8289-1,,ambulatory +12,2018-03-01,8289-1,cumulus__missing-or-null, +12,2018-03-01,8289-1,cumulus__missing-or-null,ambulatory +12,2018-03-01,77606-2,, +12,2018-03-01,77606-2,,ambulatory +12,2018-03-01,77606-2,cumulus__missing-or-null, +12,2018-03-01,77606-2,cumulus__missing-or-null,ambulatory +12,2018-03-01,59461-4,High Risk (MFS Score 50+),ambulatory 12,2018-01-01,,Urine protein test = +++ (finding), -12,2018-01-01,,Urine protein test = +++ (finding),AMB +12,2018-01-01,,Urine protein test = +++ (finding),ambulatory 12,2018-01-01,,Urine ketone test = +++ (finding), -12,2018-01-01,,Urine ketone test = +++ (finding),AMB +12,2018-01-01,,Urine ketone test = +++ (finding),ambulatory 12,2018-01-01,2514-8,Urine ketone test = +++ (finding), -12,2018-01-01,2514-8,Urine ketone test = +++ (finding),AMB +12,2018-01-01,2514-8,Urine ketone test = +++ (finding),ambulatory 12,2018-01-01,20454-5,Urine protein test = +++ (finding), -12,2018-01-01,20454-5,Urine protein test = +++ (finding),AMB +12,2018-01-01,20454-5,Urine protein test = +++ (finding),ambulatory 12,2017-12-01,,Urine ketone test = + (finding), -12,2017-12-01,,Urine ketone test = + (finding),AMB +12,2017-12-01,,Urine ketone test = + (finding),ambulatory 12,2017-12-01,2514-8,Urine ketone test = + (finding), -12,2017-12-01,2514-8,Urine ketone test = + (finding),AMB +12,2017-12-01,2514-8,Urine ketone test = + (finding),ambulatory +12,2017-06-01,89204-2,, +12,2017-06-01,89204-2,cumulus__missing-or-null, +12,2017-06-01,14959-1,,ambulatory +12,2017-06-01,14959-1,cumulus__missing-or-null,ambulatory 12,2017-05-01,,Urine protein test = +++ (finding), -12,2017-05-01,,Urine protein test = +++ (finding),AMB +12,2017-05-01,,Urine protein test = +++ (finding),ambulatory 12,2017-05-01,,Urine ketone test = +++ (finding), -12,2017-05-01,,Urine ketone test = +++ (finding),AMB -12,2017-05-01,,Urine ketone test = + (finding),AMB +12,2017-05-01,,Urine ketone test = +++ (finding),ambulatory +12,2017-05-01,,Urine ketone test = + (finding),ambulatory +12,2017-05-01,9843-4,, +12,2017-05-01,9843-4,,ambulatory +12,2017-05-01,9843-4,cumulus__missing-or-null, +12,2017-05-01,9843-4,cumulus__missing-or-null,ambulatory +12,2017-05-01,8289-1,, +12,2017-05-01,8289-1,,ambulatory +12,2017-05-01,8289-1,cumulus__missing-or-null, +12,2017-05-01,8289-1,cumulus__missing-or-null,ambulatory +12,2017-05-01,77606-2,, +12,2017-05-01,77606-2,,ambulatory +12,2017-05-01,77606-2,cumulus__missing-or-null, +12,2017-05-01,77606-2,cumulus__missing-or-null,ambulatory 12,2017-05-01,2514-8,Urine ketone test = +++ (finding), -12,2017-05-01,2514-8,Urine ketone test = +++ (finding),AMB -12,2017-05-01,2514-8,Urine ketone test = + (finding),AMB +12,2017-05-01,2514-8,Urine ketone test = +++ (finding),ambulatory +12,2017-05-01,2514-8,Urine ketone test = + (finding),ambulatory 12,2017-05-01,20454-5,Urine protein test = +++ (finding), -12,2017-05-01,20454-5,Urine protein test = +++ (finding),AMB +12,2017-05-01,20454-5,Urine protein test = +++ (finding),ambulatory 12,2017-04-01,,Urine protein test = +++ (finding), -12,2017-04-01,,Urine protein test = +++ (finding),AMB +12,2017-04-01,,Urine protein test = +++ (finding),ambulatory 12,2017-04-01,,Urine ketone test = +++ (finding), -12,2017-04-01,,Urine ketone test = +++ (finding),AMB +12,2017-04-01,,Urine ketone test = +++ (finding),ambulatory +12,2017-04-01,8331-1,, +12,2017-04-01,8331-1,,ambulatory +12,2017-04-01,8331-1,cumulus__missing-or-null, +12,2017-04-01,8331-1,cumulus__missing-or-null,ambulatory +12,2017-04-01,8310-5,, +12,2017-04-01,8310-5,,ambulatory +12,2017-04-01,8310-5,cumulus__missing-or-null, +12,2017-04-01,8310-5,cumulus__missing-or-null,ambulatory 12,2017-04-01,2514-8,Urine ketone test = +++ (finding), -12,2017-04-01,2514-8,Urine ketone test = +++ (finding),AMB +12,2017-04-01,2514-8,Urine ketone test = +++ (finding),ambulatory 12,2017-04-01,20454-5,Urine protein test = +++ (finding), -12,2017-04-01,20454-5,Urine protein test = +++ (finding),AMB +12,2017-04-01,20454-5,Urine protein test = +++ (finding),ambulatory +12,2017-03-01,,Moderate Risk (MFS Score 25 - 45), +12,2017-03-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +12,2017-03-01,59461-4,Moderate Risk (MFS Score 25 - 45), +12,2017-03-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +12,2017-02-01,6768-6,, +12,2017-02-01,6768-6,,ambulatory +12,2017-02-01,6768-6,cumulus__missing-or-null, +12,2017-02-01,6768-6,cumulus__missing-or-null,ambulatory +12,2017-02-01,2885-2,, +12,2017-02-01,2885-2,,ambulatory +12,2017-02-01,2885-2,cumulus__missing-or-null, +12,2017-02-01,2885-2,cumulus__missing-or-null,ambulatory +12,2017-02-01,1975-2,, +12,2017-02-01,1975-2,,ambulatory +12,2017-02-01,1975-2,cumulus__missing-or-null, +12,2017-02-01,1975-2,cumulus__missing-or-null,ambulatory +12,2017-02-01,1920-8,, +12,2017-02-01,1920-8,,ambulatory +12,2017-02-01,1920-8,cumulus__missing-or-null, +12,2017-02-01,1920-8,cumulus__missing-or-null,ambulatory +12,2017-02-01,1751-7,, +12,2017-02-01,1751-7,,ambulatory +12,2017-02-01,1751-7,cumulus__missing-or-null, +12,2017-02-01,1751-7,cumulus__missing-or-null,ambulatory +12,2017-02-01,1742-6,, +12,2017-02-01,1742-6,,ambulatory +12,2017-02-01,1742-6,cumulus__missing-or-null, +12,2017-02-01,1742-6,cumulus__missing-or-null,ambulatory +12,2017-02-01,10834-0,, +12,2017-02-01,10834-0,,ambulatory +12,2017-02-01,10834-0,cumulus__missing-or-null, +12,2017-02-01,10834-0,cumulus__missing-or-null,ambulatory +12,2016-08-01,6768-6,, +12,2016-08-01,6768-6,cumulus__missing-or-null, +12,2016-08-01,2885-2,, +12,2016-08-01,2885-2,cumulus__missing-or-null, +12,2016-08-01,1975-2,, +12,2016-08-01,1975-2,cumulus__missing-or-null, +12,2016-08-01,1920-8,, +12,2016-08-01,1920-8,cumulus__missing-or-null, +12,2016-08-01,1751-7,, +12,2016-08-01,1751-7,cumulus__missing-or-null, +12,2016-08-01,1742-6,, +12,2016-08-01,1742-6,cumulus__missing-or-null, +12,2016-06-01,6768-6,,ambulatory +12,2016-06-01,6768-6,cumulus__missing-or-null,ambulatory +12,2016-06-01,2885-2,,ambulatory +12,2016-06-01,2885-2,cumulus__missing-or-null,ambulatory +12,2016-06-01,1975-2,,ambulatory +12,2016-06-01,1975-2,cumulus__missing-or-null,ambulatory +12,2016-06-01,1920-8,,ambulatory +12,2016-06-01,1920-8,cumulus__missing-or-null,ambulatory +12,2016-06-01,1751-7,,ambulatory +12,2016-06-01,1751-7,cumulus__missing-or-null,ambulatory +12,2016-06-01,1742-6,,ambulatory +12,2016-06-01,1742-6,cumulus__missing-or-null,ambulatory +12,2016-06-01,10834-0,, +12,2016-06-01,10834-0,,ambulatory +12,2016-06-01,10834-0,cumulus__missing-or-null, +12,2016-06-01,10834-0,cumulus__missing-or-null,ambulatory +11,,,Rales (finding), +11,,,Rales (finding),ambulatory +11,,,Paroxysmal dyspnea (finding), +11,,,Paroxysmal dyspnea (finding),ambulatory +11,,,Orthopnea (finding), +11,,,Orthopnea (finding),ambulatory +11,,,Edema (finding), +11,,,Edema (finding),ambulatory +11,,,Dyspnea on exertion (finding), +11,,,Dyspnea on exertion (finding),ambulatory +11,,,Dyspnea (finding), +11,,,Dyspnea (finding),ambulatory +11,,,Chronic congestive heart failure (disorder), +11,,,Chronic congestive heart failure (disorder),ambulatory 11,,88021-1,, -11,,88021-1,,AMB -11,2021-02-01,,Urine ketone test = + (finding),AMB -11,2021-02-01,2514-8,Urine ketone test = + (finding),AMB -11,2021-01-01,94531-1,,AMB +11,,88021-1,,ambulatory +11,,75325-1,Rales (finding), +11,,75325-1,Rales (finding),ambulatory +11,,75325-1,Paroxysmal dyspnea (finding), +11,,75325-1,Paroxysmal dyspnea (finding),ambulatory +11,,75325-1,Orthopnea (finding), +11,,75325-1,Orthopnea (finding),ambulatory +11,,75325-1,Edema (finding), +11,,75325-1,Edema (finding),ambulatory +11,,75325-1,Dyspnea on exertion (finding), +11,,75325-1,Dyspnea on exertion (finding),ambulatory +11,,75325-1,Dyspnea (finding), +11,,75325-1,Dyspnea (finding),ambulatory +11,,69453-9,Chronic congestive heart failure (disorder), +11,,69453-9,Chronic congestive heart failure (disorder),ambulatory +11,,6301-6,,ambulatory +11,,6301-6,cumulus__missing-or-null,ambulatory +11,,33762-6,,ambulatory +11,,33762-6,cumulus__missing-or-null,ambulatory +11,,3173-2,,ambulatory +11,,3173-2,cumulus__missing-or-null,ambulatory +11,,2502-3,,ambulatory +11,,2502-3,cumulus__missing-or-null,ambulatory +11,,2500-7,,ambulatory +11,,2500-7,cumulus__missing-or-null,ambulatory +11,,2498-4,,ambulatory +11,,2498-4,cumulus__missing-or-null,ambulatory +11,,2276-4,,ambulatory +11,,2276-4,cumulus__missing-or-null,ambulatory +11,2023-02-01,,High Risk (MFS Score 50+),ambulatory +11,2023-02-01,59461-4,High Risk (MFS Score 50+),ambulatory +11,2023-01-01,,Low Risk (MFS Score 0 - 24), +11,2023-01-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2023-01-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2023-01-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2022-12-01,,Low Risk (MFS Score 0 - 24), +11,2022-12-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2022-12-01,8331-1,, +11,2022-12-01,8331-1,,ambulatory +11,2022-12-01,8331-1,cumulus__missing-or-null, +11,2022-12-01,8331-1,cumulus__missing-or-null,ambulatory +11,2022-12-01,8310-5,, +11,2022-12-01,8310-5,,ambulatory +11,2022-12-01,8310-5,cumulus__missing-or-null, +11,2022-12-01,8310-5,cumulus__missing-or-null,ambulatory +11,2022-12-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2022-12-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2022-11-01,,Moderate Risk (MFS Score 25 - 45), +11,2022-11-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +11,2022-11-01,59461-4,Moderate Risk (MFS Score 25 - 45), +11,2022-11-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +11,2022-04-01,,Low Risk (MFS Score 0 - 24), +11,2022-04-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2022-04-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2022-04-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2022-03-01,,High Risk (MFS Score 50+),ambulatory +11,2022-03-01,59461-4,High Risk (MFS Score 50+),ambulatory +11,2022-01-01,,High Risk (MFS Score 50+), +11,2022-01-01,,High Risk (MFS Score 50+),ambulatory +11,2022-01-01,59461-4,High Risk (MFS Score 50+), +11,2022-01-01,59461-4,High Risk (MFS Score 50+),ambulatory +11,2021-10-01,,Low Risk (MFS Score 0 - 24), +11,2021-10-01,,High Risk (MFS Score 50+), +11,2021-10-01,,High Risk (MFS Score 50+),ambulatory +11,2021-10-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2021-10-01,59461-4,High Risk (MFS Score 50+), +11,2021-10-01,59461-4,High Risk (MFS Score 50+),ambulatory +11,2021-09-01,,High Risk (MFS Score 50+), +11,2021-09-01,59461-4,High Risk (MFS Score 50+), +11,2021-08-01,,Low Risk (MFS Score 0 - 24), +11,2021-08-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2021-08-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2021-08-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2021-07-01,89204-2,, +11,2021-07-01,89204-2,,ambulatory +11,2021-07-01,89204-2,cumulus__missing-or-null, +11,2021-07-01,89204-2,cumulus__missing-or-null,ambulatory +11,2021-03-01,6768-6,, +11,2021-03-01,6768-6,cumulus__missing-or-null, +11,2021-03-01,2885-2,, +11,2021-03-01,2885-2,cumulus__missing-or-null, +11,2021-03-01,1975-2,, +11,2021-03-01,1975-2,cumulus__missing-or-null, +11,2021-03-01,1920-8,, +11,2021-03-01,1920-8,cumulus__missing-or-null, +11,2021-03-01,1751-7,, +11,2021-03-01,1751-7,cumulus__missing-or-null, +11,2021-03-01,1742-6,, +11,2021-03-01,1742-6,cumulus__missing-or-null, +11,2021-02-01,,Urine ketone test = + (finding),ambulatory +11,2021-02-01,,Low Risk (MFS Score 0 - 24), +11,2021-02-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2021-02-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2021-02-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2021-02-01,2514-8,Urine ketone test = + (finding),ambulatory +11,2021-01-01,,High Risk (MFS Score 50+), +11,2021-01-01,,High Risk (MFS Score 50+),ambulatory +11,2021-01-01,94531-1,,ambulatory 11,2021-01-01,94531-1,Detected (qualifier value), -11,2021-01-01,94531-1,Detected (qualifier value),AMB +11,2021-01-01,94531-1,Detected (qualifier value),ambulatory +11,2021-01-01,59461-4,High Risk (MFS Score 50+), +11,2021-01-01,59461-4,High Risk (MFS Score 50+),ambulatory +11,2021-01-01,59408-5,,ambulatory +11,2021-01-01,59408-5,cumulus__missing-or-null,ambulatory +11,2021-01-01,2708-6,,ambulatory +11,2021-01-01,2708-6,cumulus__missing-or-null,ambulatory +11,2020-11-01,789-8,,ambulatory +11,2020-11-01,789-8,cumulus__missing-or-null,ambulatory +11,2020-11-01,787-2,,ambulatory +11,2020-11-01,787-2,cumulus__missing-or-null,ambulatory +11,2020-11-01,786-4,,ambulatory +11,2020-11-01,786-4,cumulus__missing-or-null,ambulatory +11,2020-11-01,785-6,,ambulatory +11,2020-11-01,785-6,cumulus__missing-or-null,ambulatory +11,2020-11-01,777-3,,ambulatory +11,2020-11-01,777-3,cumulus__missing-or-null,ambulatory +11,2020-11-01,718-7,,ambulatory +11,2020-11-01,718-7,cumulus__missing-or-null,ambulatory +11,2020-11-01,6690-2,,ambulatory +11,2020-11-01,6690-2,cumulus__missing-or-null,ambulatory +11,2020-11-01,32623-1,,ambulatory +11,2020-11-01,32623-1,cumulus__missing-or-null,ambulatory +11,2020-11-01,32207-3,,ambulatory +11,2020-11-01,32207-3,cumulus__missing-or-null,ambulatory +11,2020-11-01,21000-5,,ambulatory +11,2020-11-01,21000-5,cumulus__missing-or-null,ambulatory +11,2020-08-01,,Low Risk (MFS Score 0 - 24), +11,2020-08-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2020-08-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2020-08-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2020-07-01,14959-1,,ambulatory +11,2020-07-01,14959-1,cumulus__missing-or-null,ambulatory +11,2020-05-01,,Moderate Risk (MFS Score 25 - 45), +11,2020-05-01,8331-1,,ambulatory +11,2020-05-01,8331-1,cumulus__missing-or-null,ambulatory +11,2020-05-01,8310-5,,ambulatory +11,2020-05-01,8310-5,cumulus__missing-or-null,ambulatory +11,2020-05-01,59461-4,Moderate Risk (MFS Score 25 - 45), +11,2020-04-01,8331-1,, +11,2020-04-01,8331-1,,ambulatory +11,2020-04-01,8331-1,cumulus__missing-or-null, +11,2020-04-01,8331-1,cumulus__missing-or-null,ambulatory +11,2020-04-01,8310-5,, +11,2020-04-01,8310-5,,ambulatory +11,2020-04-01,8310-5,cumulus__missing-or-null, +11,2020-04-01,8310-5,cumulus__missing-or-null,ambulatory +11,2020-04-01,59461-4,,ambulatory +11,2020-04-01,59460-6,,ambulatory +11,2020-04-01,59460-6,cumulus__missing-or-null,ambulatory +11,2019-12-01,8331-1,, +11,2019-12-01,8331-1,,ambulatory +11,2019-12-01,8331-1,cumulus__missing-or-null, +11,2019-12-01,8331-1,cumulus__missing-or-null,ambulatory +11,2019-12-01,8310-5,, +11,2019-12-01,8310-5,,ambulatory +11,2019-12-01,8310-5,cumulus__missing-or-null, +11,2019-12-01,8310-5,cumulus__missing-or-null,ambulatory +11,2019-10-01,6768-6,, +11,2019-10-01,6768-6,,ambulatory +11,2019-10-01,6768-6,cumulus__missing-or-null, +11,2019-10-01,6768-6,cumulus__missing-or-null,ambulatory +11,2019-10-01,2885-2,, +11,2019-10-01,2885-2,,ambulatory +11,2019-10-01,2885-2,cumulus__missing-or-null, +11,2019-10-01,2885-2,cumulus__missing-or-null,ambulatory +11,2019-10-01,1975-2,, +11,2019-10-01,1975-2,,ambulatory +11,2019-10-01,1975-2,cumulus__missing-or-null, +11,2019-10-01,1975-2,cumulus__missing-or-null,ambulatory +11,2019-10-01,1920-8,, +11,2019-10-01,1920-8,,ambulatory +11,2019-10-01,1920-8,cumulus__missing-or-null, +11,2019-10-01,1920-8,cumulus__missing-or-null,ambulatory +11,2019-10-01,1751-7,, +11,2019-10-01,1751-7,,ambulatory +11,2019-10-01,1751-7,cumulus__missing-or-null, +11,2019-10-01,1751-7,cumulus__missing-or-null,ambulatory +11,2019-10-01,1742-6,, +11,2019-10-01,1742-6,,ambulatory +11,2019-10-01,1742-6,cumulus__missing-or-null, +11,2019-10-01,1742-6,cumulus__missing-or-null,ambulatory +11,2019-10-01,10834-0,, +11,2019-10-01,10834-0,,ambulatory +11,2019-10-01,10834-0,cumulus__missing-or-null, +11,2019-10-01,10834-0,cumulus__missing-or-null,ambulatory +11,2019-09-01,4544-3,, +11,2019-09-01,4544-3,,ambulatory +11,2019-09-01,4544-3,cumulus__missing-or-null, +11,2019-09-01,4544-3,cumulus__missing-or-null,ambulatory +11,2019-07-01,6768-6,, +11,2019-07-01,6768-6,,ambulatory +11,2019-07-01,6768-6,cumulus__missing-or-null, +11,2019-07-01,6768-6,cumulus__missing-or-null,ambulatory +11,2019-07-01,2885-2,, +11,2019-07-01,2885-2,,ambulatory +11,2019-07-01,2885-2,cumulus__missing-or-null, +11,2019-07-01,2885-2,cumulus__missing-or-null,ambulatory +11,2019-07-01,1975-2,, +11,2019-07-01,1975-2,,ambulatory +11,2019-07-01,1975-2,cumulus__missing-or-null, +11,2019-07-01,1975-2,cumulus__missing-or-null,ambulatory +11,2019-07-01,1920-8,, +11,2019-07-01,1920-8,,ambulatory +11,2019-07-01,1920-8,cumulus__missing-or-null, +11,2019-07-01,1920-8,cumulus__missing-or-null,ambulatory +11,2019-07-01,1751-7,, +11,2019-07-01,1751-7,,ambulatory +11,2019-07-01,1751-7,cumulus__missing-or-null, +11,2019-07-01,1751-7,cumulus__missing-or-null,ambulatory +11,2019-07-01,1742-6,, +11,2019-07-01,1742-6,,ambulatory +11,2019-07-01,1742-6,cumulus__missing-or-null, +11,2019-07-01,1742-6,cumulus__missing-or-null,ambulatory +11,2019-07-01,14959-1,, +11,2019-07-01,14959-1,,ambulatory +11,2019-07-01,14959-1,cumulus__missing-or-null, +11,2019-07-01,14959-1,cumulus__missing-or-null,ambulatory +11,2019-07-01,10834-0,, +11,2019-07-01,10834-0,,ambulatory +11,2019-07-01,10834-0,cumulus__missing-or-null, +11,2019-07-01,10834-0,cumulus__missing-or-null,ambulatory +11,2019-05-01,6768-6,, +11,2019-05-01,6768-6,,ambulatory +11,2019-05-01,6768-6,cumulus__missing-or-null, +11,2019-05-01,6768-6,cumulus__missing-or-null,ambulatory +11,2019-05-01,2885-2,, +11,2019-05-01,2885-2,,ambulatory +11,2019-05-01,2885-2,cumulus__missing-or-null, +11,2019-05-01,2885-2,cumulus__missing-or-null,ambulatory +11,2019-05-01,1975-2,, +11,2019-05-01,1975-2,,ambulatory +11,2019-05-01,1975-2,cumulus__missing-or-null, +11,2019-05-01,1975-2,cumulus__missing-or-null,ambulatory +11,2019-05-01,1920-8,, +11,2019-05-01,1920-8,,ambulatory +11,2019-05-01,1920-8,cumulus__missing-or-null, +11,2019-05-01,1920-8,cumulus__missing-or-null,ambulatory +11,2019-05-01,1751-7,, +11,2019-05-01,1751-7,,ambulatory +11,2019-05-01,1751-7,cumulus__missing-or-null, +11,2019-05-01,1751-7,cumulus__missing-or-null,ambulatory +11,2019-05-01,1742-6,, +11,2019-05-01,1742-6,,ambulatory +11,2019-05-01,1742-6,cumulus__missing-or-null, +11,2019-05-01,1742-6,cumulus__missing-or-null,ambulatory +11,2019-05-01,10834-0,, +11,2019-05-01,10834-0,,ambulatory +11,2019-05-01,10834-0,cumulus__missing-or-null, +11,2019-05-01,10834-0,cumulus__missing-or-null,ambulatory +11,2019-04-01,6768-6,,ambulatory +11,2019-04-01,6768-6,cumulus__missing-or-null,ambulatory +11,2019-04-01,2885-2,,ambulatory +11,2019-04-01,2885-2,cumulus__missing-or-null,ambulatory +11,2019-04-01,1975-2,,ambulatory +11,2019-04-01,1975-2,cumulus__missing-or-null,ambulatory +11,2019-04-01,1920-8,,ambulatory +11,2019-04-01,1920-8,cumulus__missing-or-null,ambulatory +11,2019-04-01,1751-7,,ambulatory +11,2019-04-01,1751-7,cumulus__missing-or-null,ambulatory +11,2019-04-01,1742-6,,ambulatory +11,2019-04-01,1742-6,cumulus__missing-or-null,ambulatory +11,2019-04-01,10834-0,, +11,2019-04-01,10834-0,,ambulatory +11,2019-04-01,10834-0,cumulus__missing-or-null, +11,2019-04-01,10834-0,cumulus__missing-or-null,ambulatory +11,2019-03-01,,Low Risk (MFS Score 0 - 24), +11,2019-03-01,,Low Risk (MFS Score 0 - 24),ambulatory +11,2019-03-01,6768-6,,ambulatory +11,2019-03-01,6768-6,cumulus__missing-or-null,ambulatory +11,2019-03-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2019-03-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +11,2019-03-01,2885-2,,ambulatory +11,2019-03-01,2885-2,cumulus__missing-or-null,ambulatory +11,2019-03-01,1975-2,,ambulatory +11,2019-03-01,1975-2,cumulus__missing-or-null,ambulatory +11,2019-03-01,1920-8,,ambulatory +11,2019-03-01,1920-8,cumulus__missing-or-null,ambulatory +11,2019-03-01,1751-7,,ambulatory +11,2019-03-01,1751-7,cumulus__missing-or-null,ambulatory +11,2019-03-01,1742-6,,ambulatory +11,2019-03-01,1742-6,cumulus__missing-or-null,ambulatory +11,2019-03-01,10834-0,, +11,2019-03-01,10834-0,,ambulatory +11,2019-03-01,10834-0,cumulus__missing-or-null, +11,2019-03-01,10834-0,cumulus__missing-or-null,ambulatory +11,2018-10-01,,High Risk (MFS Score 50+), +11,2018-10-01,59461-4,High Risk (MFS Score 50+), +11,2018-07-01,,High Risk (MFS Score 50+), +11,2018-07-01,59461-4,High Risk (MFS Score 50+), +11,2018-04-01,89204-2,, +11,2018-04-01,89204-2,,ambulatory +11,2018-04-01,89204-2,cumulus__missing-or-null, +11,2018-04-01,89204-2,cumulus__missing-or-null,ambulatory +11,2018-02-01,8331-1,, +11,2018-02-01,8331-1,,ambulatory +11,2018-02-01,8331-1,cumulus__missing-or-null, +11,2018-02-01,8331-1,cumulus__missing-or-null,ambulatory +11,2018-02-01,8310-5,, +11,2018-02-01,8310-5,,ambulatory +11,2018-02-01,8310-5,cumulus__missing-or-null, +11,2018-02-01,8310-5,cumulus__missing-or-null,ambulatory +11,2017-12-01,9843-4,, +11,2017-12-01,9843-4,,ambulatory +11,2017-12-01,9843-4,cumulus__missing-or-null, +11,2017-12-01,9843-4,cumulus__missing-or-null,ambulatory +11,2017-12-01,8289-1,, +11,2017-12-01,8289-1,,ambulatory +11,2017-12-01,8289-1,cumulus__missing-or-null, +11,2017-12-01,8289-1,cumulus__missing-or-null,ambulatory +11,2017-12-01,77606-2,, +11,2017-12-01,77606-2,,ambulatory +11,2017-12-01,77606-2,cumulus__missing-or-null, +11,2017-12-01,77606-2,cumulus__missing-or-null,ambulatory +11,2017-10-01,,Low Risk (MFS Score 0 - 24), +11,2017-10-01,59461-4,Low Risk (MFS Score 0 - 24), +11,2017-09-01,9843-4,, +11,2017-09-01,9843-4,,ambulatory +11,2017-09-01,9843-4,cumulus__missing-or-null, +11,2017-09-01,9843-4,cumulus__missing-or-null,ambulatory +11,2017-09-01,8289-1,, +11,2017-09-01,8289-1,,ambulatory +11,2017-09-01,8289-1,cumulus__missing-or-null, +11,2017-09-01,8289-1,cumulus__missing-or-null,ambulatory +11,2017-09-01,77606-2,, +11,2017-09-01,77606-2,,ambulatory +11,2017-09-01,77606-2,cumulus__missing-or-null, +11,2017-09-01,77606-2,cumulus__missing-or-null,ambulatory +11,2017-08-01,,High Risk (MFS Score 50+), +11,2017-08-01,,High Risk (MFS Score 50+),ambulatory +11,2017-08-01,8331-1,, +11,2017-08-01,8331-1,,ambulatory +11,2017-08-01,8331-1,cumulus__missing-or-null, +11,2017-08-01,8331-1,cumulus__missing-or-null,ambulatory +11,2017-08-01,8310-5,, +11,2017-08-01,8310-5,,ambulatory +11,2017-08-01,8310-5,cumulus__missing-or-null, +11,2017-08-01,8310-5,cumulus__missing-or-null,ambulatory +11,2017-08-01,59461-4,High Risk (MFS Score 50+), +11,2017-08-01,59461-4,High Risk (MFS Score 50+),ambulatory +11,2017-06-01,89204-2,,ambulatory +11,2017-06-01,89204-2,cumulus__missing-or-null,ambulatory 11,2017-03-01,,Urine protein test = +++ (finding), -11,2017-03-01,,Urine protein test = +++ (finding),AMB +11,2017-03-01,,Urine protein test = +++ (finding),ambulatory 11,2017-03-01,,Urine ketone test = +++ (finding), -11,2017-03-01,,Urine ketone test = +++ (finding),AMB +11,2017-03-01,,Urine ketone test = +++ (finding),ambulatory 11,2017-03-01,2514-8,Urine ketone test = +++ (finding), -11,2017-03-01,2514-8,Urine ketone test = +++ (finding),AMB +11,2017-03-01,2514-8,Urine ketone test = +++ (finding),ambulatory 11,2017-03-01,20454-5,Urine protein test = +++ (finding), -11,2017-03-01,20454-5,Urine protein test = +++ (finding),AMB +11,2017-03-01,20454-5,Urine protein test = +++ (finding),ambulatory 11,2017-02-01,,Urine protein test = +++ (finding), -11,2017-02-01,,Urine protein test = +++ (finding),AMB +11,2017-02-01,,Urine protein test = +++ (finding),ambulatory 11,2017-02-01,,Urine ketone test = +++ (finding), -11,2017-02-01,,Urine ketone test = +++ (finding),AMB +11,2017-02-01,,Urine ketone test = +++ (finding),ambulatory 11,2017-02-01,2514-8,Urine ketone test = +++ (finding), -11,2017-02-01,2514-8,Urine ketone test = +++ (finding),AMB +11,2017-02-01,2514-8,Urine ketone test = +++ (finding),ambulatory 11,2017-02-01,20454-5,Urine protein test = +++ (finding), -11,2017-02-01,20454-5,Urine protein test = +++ (finding),AMB +11,2017-02-01,20454-5,Urine protein test = +++ (finding),ambulatory +11,2016-12-01,9843-4,, +11,2016-12-01,9843-4,,ambulatory +11,2016-12-01,9843-4,cumulus__missing-or-null, +11,2016-12-01,9843-4,cumulus__missing-or-null,ambulatory +11,2016-12-01,8289-1,, +11,2016-12-01,8289-1,,ambulatory +11,2016-12-01,8289-1,cumulus__missing-or-null, +11,2016-12-01,8289-1,cumulus__missing-or-null,ambulatory +11,2016-12-01,77606-2,, +11,2016-12-01,77606-2,,ambulatory +11,2016-12-01,77606-2,cumulus__missing-or-null, +11,2016-12-01,77606-2,cumulus__missing-or-null,ambulatory +11,2016-09-01,,High Risk (MFS Score 50+), +11,2016-09-01,9843-4,, +11,2016-09-01,9843-4,,ambulatory +11,2016-09-01,9843-4,cumulus__missing-or-null, +11,2016-09-01,9843-4,cumulus__missing-or-null,ambulatory +11,2016-09-01,8289-1,, +11,2016-09-01,8289-1,,ambulatory +11,2016-09-01,8289-1,cumulus__missing-or-null, +11,2016-09-01,8289-1,cumulus__missing-or-null,ambulatory +11,2016-09-01,77606-2,, +11,2016-09-01,77606-2,,ambulatory +11,2016-09-01,77606-2,cumulus__missing-or-null, +11,2016-09-01,77606-2,cumulus__missing-or-null,ambulatory +11,2016-09-01,59461-4,High Risk (MFS Score 50+), +11,2016-08-01,6768-6,,ambulatory +11,2016-08-01,6768-6,cumulus__missing-or-null,ambulatory +11,2016-08-01,2885-2,,ambulatory +11,2016-08-01,2885-2,cumulus__missing-or-null,ambulatory +11,2016-08-01,1975-2,,ambulatory +11,2016-08-01,1975-2,cumulus__missing-or-null,ambulatory +11,2016-08-01,1920-8,,ambulatory +11,2016-08-01,1920-8,cumulus__missing-or-null,ambulatory +11,2016-08-01,1751-7,,ambulatory +11,2016-08-01,1751-7,cumulus__missing-or-null,ambulatory +11,2016-08-01,1742-6,,ambulatory +11,2016-08-01,1742-6,cumulus__missing-or-null,ambulatory +11,2016-08-01,10834-0,, +11,2016-08-01,10834-0,,ambulatory +11,2016-08-01,10834-0,cumulus__missing-or-null, +11,2016-08-01,10834-0,cumulus__missing-or-null,ambulatory +10,,71425-3,, +10,,71425-3,cumulus__missing-or-null, +10,,3016-3,,ambulatory +10,,3016-3,cumulus__missing-or-null,ambulatory +10,,21377-7,, +10,,21377-7,cumulus__missing-or-null, +10,2023-01-01,8331-1,, +10,2023-01-01,8331-1,,ambulatory +10,2023-01-01,8331-1,cumulus__missing-or-null, +10,2023-01-01,8331-1,cumulus__missing-or-null,ambulatory +10,2023-01-01,8310-5,, +10,2023-01-01,8310-5,,ambulatory +10,2023-01-01,8310-5,cumulus__missing-or-null, +10,2023-01-01,8310-5,cumulus__missing-or-null,ambulatory +10,2022-12-01,,High Risk (MFS Score 50+),ambulatory +10,2022-12-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2022-10-01,,High Risk (MFS Score 50+), +10,2022-10-01,59461-4,High Risk (MFS Score 50+), +10,2022-07-01,89204-2,, +10,2022-07-01,89204-2,,ambulatory +10,2022-07-01,89204-2,cumulus__missing-or-null, +10,2022-07-01,89204-2,cumulus__missing-or-null,ambulatory +10,2022-07-01,44261-6,, +10,2022-07-01,44261-6,,ambulatory +10,2022-07-01,44261-6,cumulus__missing-or-null, +10,2022-07-01,44261-6,cumulus__missing-or-null,ambulatory +10,2022-01-01,8331-1,, +10,2022-01-01,8331-1,,ambulatory +10,2022-01-01,8331-1,cumulus__missing-or-null, +10,2022-01-01,8331-1,cumulus__missing-or-null,ambulatory +10,2022-01-01,8310-5,, +10,2022-01-01,8310-5,,ambulatory +10,2022-01-01,8310-5,cumulus__missing-or-null, +10,2022-01-01,8310-5,cumulus__missing-or-null,ambulatory +10,2021-12-01,,Moderate Risk (MFS Score 25 - 45), +10,2021-12-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +10,2021-12-01,59461-4,Moderate Risk (MFS Score 25 - 45), +10,2021-12-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +10,2021-10-01,,Low Risk (MFS Score 0 - 24),ambulatory +10,2021-10-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +10,2021-09-01,,High Risk (MFS Score 50+),ambulatory +10,2021-09-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2021-05-01,,High Risk (MFS Score 50+),ambulatory +10,2021-05-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2021-04-01,,High Risk (MFS Score 50+), +10,2021-04-01,,High Risk (MFS Score 50+),ambulatory +10,2021-04-01,59461-4,High Risk (MFS Score 50+), +10,2021-04-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2020-11-01,4544-3,,ambulatory +10,2020-11-01,4544-3,cumulus__missing-or-null,ambulatory +10,2020-09-01,8331-1,, +10,2020-09-01,8331-1,,ambulatory +10,2020-09-01,8331-1,cumulus__missing-or-null, +10,2020-09-01,8331-1,cumulus__missing-or-null,ambulatory +10,2020-09-01,8310-5,, +10,2020-09-01,8310-5,,ambulatory +10,2020-09-01,8310-5,cumulus__missing-or-null, +10,2020-09-01,8310-5,cumulus__missing-or-null,ambulatory +10,2020-07-01,6768-6,,ambulatory +10,2020-07-01,6768-6,cumulus__missing-or-null,ambulatory +10,2020-07-01,2885-2,,ambulatory +10,2020-07-01,2885-2,cumulus__missing-or-null,ambulatory +10,2020-07-01,1975-2,,ambulatory +10,2020-07-01,1975-2,cumulus__missing-or-null,ambulatory +10,2020-07-01,1920-8,,ambulatory +10,2020-07-01,1920-8,cumulus__missing-or-null,ambulatory +10,2020-07-01,1751-7,,ambulatory +10,2020-07-01,1751-7,cumulus__missing-or-null,ambulatory +10,2020-07-01,1742-6,,ambulatory +10,2020-07-01,1742-6,cumulus__missing-or-null,ambulatory +10,2020-07-01,10834-0,, +10,2020-07-01,10834-0,,ambulatory +10,2020-07-01,10834-0,cumulus__missing-or-null, +10,2020-07-01,10834-0,cumulus__missing-or-null,ambulatory +10,2020-05-01,9843-4,, +10,2020-05-01,9843-4,,ambulatory +10,2020-05-01,9843-4,cumulus__missing-or-null, +10,2020-05-01,9843-4,cumulus__missing-or-null,ambulatory +10,2020-05-01,8289-1,, +10,2020-05-01,8289-1,,ambulatory +10,2020-05-01,8289-1,cumulus__missing-or-null, +10,2020-05-01,8289-1,cumulus__missing-or-null,ambulatory +10,2020-05-01,77606-2,, +10,2020-05-01,77606-2,,ambulatory +10,2020-05-01,77606-2,cumulus__missing-or-null, +10,2020-05-01,77606-2,cumulus__missing-or-null,ambulatory +10,2019-05-01,,Moderate Risk (MFS Score 25 - 45), +10,2019-05-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +10,2019-05-01,9843-4,, +10,2019-05-01,9843-4,,ambulatory +10,2019-05-01,9843-4,cumulus__missing-or-null, +10,2019-05-01,9843-4,cumulus__missing-or-null,ambulatory +10,2019-05-01,8289-1,, +10,2019-05-01,8289-1,,ambulatory +10,2019-05-01,8289-1,cumulus__missing-or-null, +10,2019-05-01,8289-1,cumulus__missing-or-null,ambulatory +10,2019-05-01,77606-2,, +10,2019-05-01,77606-2,,ambulatory +10,2019-05-01,77606-2,cumulus__missing-or-null, +10,2019-05-01,77606-2,cumulus__missing-or-null,ambulatory +10,2019-05-01,59461-4,Moderate Risk (MFS Score 25 - 45), +10,2019-05-01,59461-4,Moderate Risk (MFS Score 25 - 45),ambulatory +10,2019-01-01,,Low Risk (MFS Score 0 - 24), +10,2019-01-01,,Low Risk (MFS Score 0 - 24),ambulatory +10,2019-01-01,8331-1,, +10,2019-01-01,8331-1,,ambulatory +10,2019-01-01,8331-1,cumulus__missing-or-null, +10,2019-01-01,8331-1,cumulus__missing-or-null,ambulatory +10,2019-01-01,8310-5,, +10,2019-01-01,8310-5,,ambulatory +10,2019-01-01,8310-5,cumulus__missing-or-null, +10,2019-01-01,8310-5,cumulus__missing-or-null,ambulatory +10,2019-01-01,59461-4,Low Risk (MFS Score 0 - 24), +10,2019-01-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +10,2018-12-01,,Low Risk (MFS Score 0 - 24), +10,2018-12-01,,Low Risk (MFS Score 0 - 24),ambulatory +10,2018-12-01,59461-4,Low Risk (MFS Score 0 - 24), +10,2018-12-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +10,2018-11-01,9843-4,, +10,2018-11-01,9843-4,,ambulatory +10,2018-11-01,9843-4,cumulus__missing-or-null, +10,2018-11-01,9843-4,cumulus__missing-or-null,ambulatory +10,2018-11-01,8289-1,, +10,2018-11-01,8289-1,,ambulatory +10,2018-11-01,8289-1,cumulus__missing-or-null, +10,2018-11-01,8289-1,cumulus__missing-or-null,ambulatory +10,2018-11-01,77606-2,, +10,2018-11-01,77606-2,,ambulatory +10,2018-11-01,77606-2,cumulus__missing-or-null, +10,2018-11-01,77606-2,cumulus__missing-or-null,ambulatory +10,2018-10-01,,High Risk (MFS Score 50+),ambulatory +10,2018-10-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2018-08-01,,Low Risk (MFS Score 0 - 24), +10,2018-08-01,,Low Risk (MFS Score 0 - 24),ambulatory +10,2018-08-01,59461-4,Low Risk (MFS Score 0 - 24), +10,2018-08-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +10,2018-07-01,,High Risk (MFS Score 50+),ambulatory +10,2018-07-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2018-04-01,9843-4,, +10,2018-04-01,9843-4,,ambulatory +10,2018-04-01,9843-4,cumulus__missing-or-null, +10,2018-04-01,9843-4,cumulus__missing-or-null,ambulatory +10,2018-04-01,8289-1,, +10,2018-04-01,8289-1,,ambulatory +10,2018-04-01,8289-1,cumulus__missing-or-null, +10,2018-04-01,8289-1,cumulus__missing-or-null,ambulatory +10,2018-04-01,77606-2,, +10,2018-04-01,77606-2,,ambulatory +10,2018-04-01,77606-2,cumulus__missing-or-null, +10,2018-04-01,77606-2,cumulus__missing-or-null,ambulatory +10,2018-02-01,,High Risk (MFS Score 50+), +10,2018-02-01,,High Risk (MFS Score 50+),ambulatory +10,2018-02-01,59461-4,High Risk (MFS Score 50+), +10,2018-02-01,59461-4,High Risk (MFS Score 50+),ambulatory +10,2018-02-01,14959-1,,ambulatory +10,2018-02-01,14959-1,cumulus__missing-or-null,ambulatory +10,2017-10-01,,Low Risk (MFS Score 0 - 24),ambulatory +10,2017-10-01,59461-4,Low Risk (MFS Score 0 - 24),ambulatory +10,2017-05-01,89204-2,, +10,2017-05-01,89204-2,,ambulatory +10,2017-05-01,89204-2,cumulus__missing-or-null, +10,2017-05-01,89204-2,cumulus__missing-or-null,ambulatory +10,2017-05-01,8331-1,, +10,2017-05-01,8331-1,,ambulatory +10,2017-05-01,8331-1,cumulus__missing-or-null, +10,2017-05-01,8331-1,cumulus__missing-or-null,ambulatory +10,2017-05-01,8310-5,, +10,2017-05-01,8310-5,,ambulatory +10,2017-05-01,8310-5,cumulus__missing-or-null, +10,2017-05-01,8310-5,cumulus__missing-or-null,ambulatory +10,2017-04-01,76504-0,, +10,2017-04-01,76504-0,cumulus__missing-or-null, +10,2017-03-01,89204-2,, +10,2017-03-01,89204-2,,ambulatory +10,2017-03-01,89204-2,cumulus__missing-or-null, +10,2017-03-01,89204-2,cumulus__missing-or-null,ambulatory +10,2017-01-01,8331-1,, +10,2017-01-01,8331-1,,ambulatory +10,2017-01-01,8331-1,cumulus__missing-or-null, +10,2017-01-01,8331-1,cumulus__missing-or-null,ambulatory +10,2017-01-01,8310-5,, +10,2017-01-01,8310-5,,ambulatory +10,2017-01-01,8310-5,cumulus__missing-or-null, +10,2017-01-01,8310-5,cumulus__missing-or-null,ambulatory +10,2016-11-01,9843-4,, +10,2016-11-01,9843-4,,ambulatory +10,2016-11-01,9843-4,cumulus__missing-or-null, +10,2016-11-01,9843-4,cumulus__missing-or-null,ambulatory +10,2016-11-01,8289-1,, +10,2016-11-01,8289-1,,ambulatory +10,2016-11-01,8289-1,cumulus__missing-or-null, +10,2016-11-01,8289-1,cumulus__missing-or-null,ambulatory +10,2016-11-01,77606-2,, +10,2016-11-01,77606-2,,ambulatory +10,2016-11-01,77606-2,cumulus__missing-or-null, +10,2016-11-01,77606-2,cumulus__missing-or-null,ambulatory +10,2016-09-01,,Moderate Risk (MFS Score 25 - 45), +10,2016-09-01,,Moderate Risk (MFS Score 25 - 45),ambulatory +10,2016-09-01,,High Risk (MFS Score 50+),ambulatory +10,2016-09-01,59461-4,Moderate 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-19,,,asian,not hispanic or latino -19,49,,, -19,47,,white, -19,47,,white,not hispanic or latino -19,41,,, -19,41,,,not hispanic or latino -19,3,,,not hispanic or latino -19,22,,, -19,21,,, -19,21,,,not hispanic or latino -19,15,,, -18,,female,black or african american,not hispanic or latino -18,63,,, -18,63,,,not hispanic or latino -18,49,,,not hispanic or latino -18,33,,, -18,23,,,not hispanic or latino -18,17,,white, -18,12,,,not hispanic or latino -18,12,,white, -18,11,,, -18,11,,white, -17,66,,, -17,66,,,not hispanic or latino -17,64,,, -17,63,,white, -17,63,,white,not hispanic or latino -17,54,,, -17,54,,white, -17,33,,white, -17,21,,white, -17,21,,white,not hispanic or latino -17,15,,,not hispanic or latino -17,15,,white, -17,11,,,not hispanic or latino -17,11,,white,not hispanic or latino -16,89,,, -16,89,,,not hispanic or latino -16,89,,white, -16,89,,white,not hispanic or latino -16,76,,, -16,62,,, -16,62,,,not hispanic or latino -16,54,,,not hispanic or latino -16,54,,white,not hispanic or latino -16,5,,, -16,49,,white, -16,47,male,, -16,47,male,,not hispanic or latino -16,41,,white, -16,41,,white,not hispanic or latino -16,34,,, -16,33,,,not hispanic or latino -16,25,,, -16,25,,,not hispanic or latino -16,25,,white, -16,25,,white,not hispanic or latino -16,23,,white, -16,17,,white,not hispanic or latino -16,12,,white,not hispanic or latino -15,,,unknown, -15,,,unknown,not hispanic or latino -15,66,,white, -15,66,,white,not hispanic or latino -15,59,,, -15,52,,, -15,5,,,not hispanic or latino -15,49,,white,not hispanic or latino -15,47,male,white, -15,47,male,white,not hispanic or latino -15,44,,, -15,4,,, -15,34,,white, -15,33,,white,not hispanic or latino -15,3,,white, -15,26,,, -15,26,,white, -15,23,,white,not hispanic or latino -15,22,,white, -15,15,,white,not hispanic or latino -14,,,native hawaiian or other pacific islander, -14,76,,white, -14,76,female,, -14,76,female,white, -14,64,,white, -14,6,,, -14,6,,white, -14,59,,,not hispanic or latino -14,52,,white, -14,5,,white, -14,4,,white, -14,38,,, -14,34,,,not hispanic or latino -14,3,,white,not hispanic or latino -14,28,,, -14,28,,white, -14,26,,,not hispanic or latino -14,26,,white,not hispanic or latino -14,22,,,not hispanic or latino -13,,,native hawaiian or other pacific islander,not hispanic or latino -13,9,,, -13,83,,, -13,83,,,not hispanic or latino -13,83,,white, -13,83,,white,not hispanic or latino -13,76,,,not hispanic or latino -13,76,,white,not hispanic or latino -13,76,female,,not hispanic or latino -13,76,female,white,not hispanic or latino -13,68,,, -13,64,,,not hispanic or latino -13,60,,, -13,59,,white, -13,52,,,not hispanic or latino -13,51,,, -13,5,,white,not hispanic or latino -13,42,,, -13,4,,,not hispanic or latino -13,34,,white,not hispanic or latino -13,31,,, -13,28,,,not hispanic or latino -13,28,,white,not hispanic or latino -13,2,,, -13,19,,, -13,19,,,not hispanic or latino -13,17,female,, -13,17,female,,not hispanic or latino -13,16,,, 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-12,3,male,,not hispanic or latino -12,20,,, -12,20,,,not hispanic or latino -12,2,,white, -12,13,,, -12,12,male,, -12,10,,, -12,10,,,not hispanic or latino -11,,,black or african american,hispanic or latino -11,,female,asian,not hispanic or latino -11,9,,white,not hispanic or latino -11,89,female,, -11,89,female,,not hispanic or latino -11,89,female,white, -11,89,female,white,not hispanic or latino -11,8,,, -11,8,,,not hispanic or latino -11,79,,, -11,79,,white, -11,78,,, -11,75,male,, -11,75,male,,not hispanic or latino -11,75,male,white, -11,75,male,white,not hispanic or latino -11,7,,white, -11,7,,white,not hispanic or latino -11,69,,, -11,68,,white, -11,67,,white, -11,64,female,, -11,56,,, -11,51,,white,not hispanic or latino -11,49,male,, -11,49,male,,not hispanic or latino -11,48,,, -11,48,,white, -11,46,,, -11,46,,,not hispanic or latino -11,46,,white, -11,46,,white,not hispanic or latino -11,45,,,not hispanic or latino -11,42,,,not hispanic or latino -11,41,female,, -11,41,female,,not hispanic or latino -11,39,,white, -11,38,,,not hispanic or latino -11,37,,white, -11,36,,, -11,31,,,not hispanic or latino -11,30,,, -11,30,,,not hispanic or latino -11,23,male,, -11,23,male,,not hispanic or latino -11,21,female,, -11,21,female,,not hispanic or latino -11,19,,white, -11,19,,white,not hispanic or latino -11,17,female,white, -11,17,female,white,not hispanic or latino -11,16,,,not hispanic or latino -11,16,,white, -11,14,,, -11,13,,,not hispanic or latino -11,13,,white, -11,13,,white,not hispanic or latino -11,12,male,,not hispanic or latino -10,,male,unknown, -10,,male,unknown,not hispanic or latino -10,8,,white, -10,8,,white,not hispanic or latino -10,79,,,not hispanic or latino -10,79,,white,not hispanic or latino -10,75,female,, -10,75,female,,not hispanic or latino -10,75,female,white, -10,75,female,white,not hispanic or latino -10,70,,, -10,70,,,not hispanic or latino -10,70,,white, -10,70,,white,not hispanic or latino -10,69,,,not hispanic or latino -10,69,,white, -10,68,,white,not hispanic or latino -10,67,,,not hispanic or latino -10,66,male,, -10,66,male,,not hispanic or latino -10,58,,, -10,58,,white, -10,57,,, -10,56,,,not hispanic or latino -10,52,female,, -10,44,,white,not hispanic or latino -10,43,,,not hispanic or latino -10,43,,white,not hispanic or latino -10,42,,white,not hispanic or latino -10,41,female,white, -10,41,female,white,not hispanic or latino -10,40,,, -10,37,,,not hispanic or latino -10,36,,white, -10,34,female,, -10,31,,white,not hispanic or latino -10,30,,white, -10,30,,white,not hispanic or latino -10,27,,, -10,27,,white, -10,22,,white,not hispanic or latino -10,22,female,, -10,21,female,white, -10,21,female,white,not hispanic or latino -10,2,,,not hispanic or latino -10,18,,, -10,18,,,not hispanic or latino -10,16,,white,not hispanic or latino -10,15,male,, -10,12,male,white, -10,11,male,, -10,11,male,,not hispanic or latino -10,11,male,white, -10,11,male,white,not hispanic or latino 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ztO-}Al!!<7rLvH*V=6n+E@e}>&|GE>!E7cLnoH&Uu5fmCESw*ZQu*%55vM!*KsJ!= zda!q4$Q)D>X~Chh_%0 zw1@VC9#RZWg>}vX3o0zoqp(0PP_Rp`<+ihJN*BiDJm;@yu`Bvi4=}~Iw@+~kw99XC y8yj4T)jt8u2e!6Qo3a#yR>4GJYoiN9aD2eoC;yc@W*mf1;NAz7l^~@2Kl~d7niH@9 diff --git a/tests/regression/reference/core__meta_version.csv b/tests/regression/reference/core__meta_version.csv index 49bfa56c..4d65fc4e 100644 --- a/tests/regression/reference/core__meta_version.csv +++ b/tests/regression/reference/core__meta_version.csv @@ -1,2 +1,2 @@ data_package_version -2 +3 diff --git a/tests/regression/reference/core__meta_version.parquet b/tests/regression/reference/core__meta_version.parquet index 1fc6b8d5e5add95660633943f54f52c1d38e3d03..e397e0d033221a9ae85a5ed28d393380343d390d 100644 GIT binary patch delta 145 zcmaFN^_Xjdh&3|<1c)+-3WY$w+X(WDqPd1`TAY$w+X(WDqPd1`TA Date: Fri, 26 Jan 2024 11:55:48 -0500 Subject: [PATCH 6/8] sqlfluff pass --- .sqlfluffignore | 10 ++++++++ cumulus_library/.sqlfluff | 5 ++-- .../core/core_templates/core_utils.jinja | 8 +++--- .../core/core_templates/encounter.sql.jinja | 4 +-- .../medicationrequest.sql.jinja | 13 +++++----- .../core/core_templates/observation.sql.jinja | 25 +++++++++++-------- .../template_sql/statistics/count.sql.jinja | 24 +++++++++--------- 7 files changed, 52 insertions(+), 37 deletions(-) diff --git a/.sqlfluffignore b/.sqlfluffignore index 46d78ce9..a1037bf9 100644 --- a/.sqlfluffignore +++ b/.sqlfluffignore @@ -1,3 +1,13 @@ /scratch/ # This is a common destination for debugging sql generation output.sql + +# These files have an error which is related to getting a two level deep +# date column, which is likely a Sqlfluff error +documentreference.sql.jinja +encounter.sql.jinja + +# This file has namespace collisions with vars in other sqlfluff templates. +# Ignoring for now - could be addressed with an in-folder .sqlfluff config +# or by a refactor of variable names +count.sql.jinja \ No newline at end of file diff --git a/cumulus_library/.sqlfluff b/cumulus_library/.sqlfluff index 48d8a73a..5288bf9c 100644 --- a/cumulus_library/.sqlfluff +++ b/cumulus_library/.sqlfluff @@ -29,6 +29,7 @@ code_system_tables = [{table_name":"hasarray","column_name":"acol","is_bare_codi column_name = 'bar' column_names = ['foo', 'bar'] conditions = ["1 > 0", "1 < 2"] +config = {"medication_datasources" : {"by_contained_ref" : True, "by_external_ref" : True}, 'has_userselected': False} count_ref = count_ref count_table = count_table dataset = [["foo","foo"],["bar","bar"]] @@ -36,12 +37,12 @@ dependent_variable = is_flu ext_systems = ["omb", "text"] field = 'column_name' filter_table = filter_table -fhir_extension = fhir_extension +filter_resource = True +fhir_extension = condition fhir_resource = patient id = 'id' join_cols_by_table = { "join_table": { "join_id": "enc_ref","included_cols": [["a"], ["b", "c"]]}} join_id = subject_ref -medication_datasources = {"by_contained_ref" : True, "by_external_ref" : True} neg_source_table = neg_source_table output_table_name = 'created_table' prefix = Test diff --git a/cumulus_library/studies/core/core_templates/core_utils.jinja b/cumulus_library/studies/core/core_templates/core_utils.jinja index 37ba180e..5ba06746 100644 --- a/cumulus_library/studies/core/core_templates/core_utils.jinja +++ b/cumulus_library/studies/core/core_templates/core_utils.jinja @@ -60,20 +60,20 @@ targets is an array expecting a data type of the following: {%- if schema[table][col[0]][col[1]] %} date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }})) AS {{ col[2] }} {%- else %} - cast(NULL AS date) AS {{col[1]}} + cast(NULL AS date) AS {{ col[1].lower() }} {% endif %} {#- depth two nested column -#} {%- elif col is not string and col|length ==4%} {%- if schema[table][col[0]][col[2]] %} - date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}.{{ col[2] }})) AS {{col[3]}} + date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}.{{ col[2].lower() }})) AS {{col[3]}} {%- else %} - cast(NULL AS date) AS {{col[3]}} + cast(NULL AS date) AS {{ col[3].lower() }} {%- endif %} {#- SQL primitive column column-#} {%- elif schema[table][col] %} date(from_iso8601_timestamp({{ alias }}.{{ col }})) AS {{ col }} {%- else %} - cast(NULL AS date) AS {{ col }} + cast(NULL AS date) AS {{ col.lower() }} {%- endif %} {{- comma_delineate(loop) }} {%- endfor %} diff --git a/cumulus_library/studies/core/core_templates/encounter.sql.jinja b/cumulus_library/studies/core/core_templates/encounter.sql.jinja index 37600b6f..22b3cb12 100644 --- a/cumulus_library/studies/core/core_templates/encounter.sql.jinja +++ b/cumulus_library/studies/core/core_templates/encounter.sql.jinja @@ -96,13 +96,13 @@ SELECT DISTINCT e.reasoncode_code_system, date_diff('year', date(p.birthdate), e.period_start_day) AS age_at_visit, e.period_start_day AS start_date, - COALESCE(e.period_end_day, e.period_start_day) AS end_date, + coalesce(e.period_end_day, e.period_start_day) AS end_date, e.period_start_week AS start_week, e.period_start_month AS start_month, e.period_start_year AS start_year, e.subject_ref, concat('Encounter/', e.id) AS encounter_ref, - e.id as encounter_id, + e.id AS encounter_id, p.gender, p.race_display, p.ethnicity_display, diff --git a/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja b/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja index e47338e5..008daa8c 100644 --- a/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja +++ b/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja @@ -1,4 +1,5 @@ {% import 'core_utils.jinja' as utils %} + CREATE TABLE core__medicationrequest AS WITH temp_mr AS ( SELECT @@ -32,15 +33,15 @@ WITH temp_mr AS ( ('subject', 'reference', 'subject_ref') ], schema - )-}}, - mrc.code AS category_code, - mrc.code_system AS category_code_system, + ) -}}, cm.code AS rx_code, cm.code_system AS rx_code_system, - cm.display AS rx_display - FROM medicationrequest as mr + cm.display AS rx_display, + mrc.code AS category_code, + mrc.code_system AS category_code_system + FROM medicationrequest AS mr INNER JOIN core__medication AS cm ON mr.id = cm.id - LEFT JOIN core__medicationrequest_dn_category mrc on mrc.id = mr.id + LEFT JOIN core__medicationrequest_dn_category AS mrc ON mr.id = mrc.id WHERE cm.code_system = 'http://www.nlm.nih.gov/research/umls/rxnorm' ) diff --git a/cumulus_library/studies/core/core_templates/observation.sql.jinja b/cumulus_library/studies/core/core_templates/observation.sql.jinja index b872f675..4ca97e8d 100644 --- a/cumulus_library/studies/core/core_templates/observation.sql.jinja +++ b/cumulus_library/studies/core/core_templates/observation.sql.jinja @@ -26,16 +26,16 @@ WITH temp_observation AS ( schema ) }}, - odc.code as observation_code, - odc.code_system as observation_code_system, - odcat.code as category_code, - odcat.code_system as category_code_system, - odi.code as interpretation_code, - odi.code_system as interpretation_code_system, - odi.display as interpretation_display, - odvcc.code as valuecodeableconcept_code, - odvcc.code_system as valuecodeableconcept_code_system, - odvcc.display as valuecodeableconcept_display, + odc.code AS observation_code, + odc.code_system AS observation_code_system, + odcat.code AS category_code, + odcat.code_system AS category_code_system, + odi.code AS interpretation_code, + odi.code_system AS interpretation_code_system, + odi.display AS interpretation_display, + odvcc.code AS valuecodeableconcept_code, + odvcc.code_system AS valuecodeableconcept_code_system, + odvcc.display AS valuecodeableconcept_display, o.component, o.referencerange, o.valuequantity, @@ -72,4 +72,7 @@ SELECT encounter_ref, concat('Observation/', id) AS observation_ref FROM temp_observation -WHERE effectivedatetime_day BETWEEN date(from_iso8601_timestamp('2016-06-01')) AND current_date; +WHERE + effectivedatetime_day BETWEEN date( + from_iso8601_timestamp('2016-06-01') + ) AND current_date; diff --git a/cumulus_library/template_sql/statistics/count.sql.jinja b/cumulus_library/template_sql/statistics/count.sql.jinja index 7dafee1e..90ecbe3b 100644 --- a/cumulus_library/template_sql/statistics/count.sql.jinja +++ b/cumulus_library/template_sql/statistics/count.sql.jinja @@ -5,7 +5,7 @@ {%- endmacro -%} {%- macro secondary_resource(fhir_resource) -%} -{%- if fhir_resource in ('encounter', 'condition', 'documentreference', 'observation')-%} +{%- if fhir_resource in ('encounter', 'condition', 'documentreference', 'observation') -%} encounter_ref {%- else -%} {# implicit null #} @@ -50,7 +50,7 @@ CREATE TABLE {{ table_name }} AS ( {%- if tertiary %} s.{{ tertiary }}, {%- endif -%} - {%- if fhir_resource=='condition' %} + {%- if fhir_resource == 'condition' %} cccd.display AS cond_code_display, {%- elif fhir_resource in ('documentreference', 'observation') %} e.enc_class_display, @@ -85,12 +85,12 @@ CREATE TABLE {{ table_name }} AS ( {%- endif -%} {#- resource specific filtering conditions -#} - {%- if fhir_resource=='documentreference' and filter_resource %} + {%- if fhir_resource == 'documentreference' and filter_resource %} WHERE (s.status = 'current') AND (s.docStatus IS null OR s.docStatus IN ('final', 'amended')) - {%- elif fhir_resource=='encounter' and filter_resource %} + {%- elif fhir_resource == 'encounter' and filter_resource %} WHERE s.status = 'finished' - {%- elif fhir_resource=='observation' and filter_resource %} + {%- elif fhir_resource == 'observation' and filter_resource %} WHERE (s.status = 'final' OR s.status= 'amended') {%- endif %} ), @@ -104,7 +104,7 @@ CREATE TABLE {{ table_name }} AS ( {%- if tertiary %} {{ tertiary }}, {%- endif -%} - {%- if fhir_resource=='condition' %} + {%- if fhir_resource == 'condition' %} coalesce( cast(cond_code_display AS varchar), '{{ missing_null }}' @@ -117,7 +117,7 @@ CREATE TABLE {{ table_name }} AS ( {%- endif -%} {% for col in table_cols %} coalesce( - cast({{ column_or_alias(col) }} AS varchar), + cast({{ column_or_alias(col) }} AS varchar), '{{ missing_null }}' ) AS {{ column_or_alias(col) }} {{- comma_delineate(loop) }} @@ -136,13 +136,13 @@ CREATE TABLE {{ table_name }} AS ( count(DISTINCT {{ secondary }}) AS cnt_{{ secondary }}, {%- endif -%} {%- if tertiary -%} - count(DISTINCT {{tertiary}}) AS cnt_{{tertiary}}, + count(DISTINCT {{ tertiary }}) AS cnt_{{ tertiary }}, {%- endif -%} {% for col in table_cols %} "{{ column_or_alias(col) }}" {{- comma_delineate(loop) }} {%- endfor %} - {%- if fhir_resource=='condition' -%}, + {%- if fhir_resource == 'condition' -%}, cond_code_display {%- elif fhir_resource in ('documentreference', 'observation' ) -%}, enc_class_display @@ -154,7 +154,7 @@ CREATE TABLE {{ table_name }} AS ( "{{ column_or_alias(col) }}" {{- comma_delineate(loop) }} {%- endfor %} - {%- if fhir_resource=='condition' -%}, + {%- if fhir_resource == 'condition' -%}, cond_code_display {%- elif fhir_resource in ('documentreference', 'observation' ) -%}, enc_class_display @@ -174,11 +174,11 @@ CREATE TABLE {{ table_name }} AS ( "{{ column_or_alias(col) }}" {{- comma_delineate(loop) }} {%- endfor %} - {%- if fhir_resource=='condition' %}, + {%- if fhir_resource == 'condition' %}, cond_code_display {%- elif fhir_resource in ('documentreference', 'observation' ) %}, enc_class_display - {% endif %} + {% endif %} FROM powerset {%- if where_clauses %} WHERE From 0a15ec4350c6de8678b819452ca220f5474d679a Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Fri, 26 Jan 2024 12:13:09 -0500 Subject: [PATCH 7/8] black 2024 --- cumulus_library/__init__.py | 1 + cumulus_library/base_table_builder.py | 1 + cumulus_library/cli_parser.py | 1 + cumulus_library/enums.py | 1 + cumulus_library/helper.py | 1 + cumulus_library/protected_table_builder.py | 1 + cumulus_library/statistics/counts.py | 1 + .../studies/core/builder_medicationrequest.py | 1 + .../studies/core/builder_observation.py | 1 + .../studies/core/builder_patient.py | 1 + .../studies/core/builder_prereq_tables.py | 1 + .../studies/vocab/vocab_icd_builder.py | 1 + cumulus_library/study_parser.py | 1 + .../template_sql/statistics/psm_templates.py | 1 + cumulus_library/template_sql/templates.py | 1 + cumulus_library/template_sql/utils.py | 1 + cumulus_library/upload.py | 1 + tests/regression/run_regression.py | 1 + tests/test_cli.py | 1 + tests/test_counts_templates.py | 20 +++++++++---------- tests/test_parsers.py | 1 + tests/test_study_parser.py | 1 + tests/test_template_utils.py | 1 + tests/test_templates.py | 1 + 24 files changed, 32 insertions(+), 11 deletions(-) diff --git a/cumulus_library/__init__.py b/cumulus_library/__init__.py index f66f47d2..9a1b9cbc 100644 --- a/cumulus_library/__init__.py +++ b/cumulus_library/__init__.py @@ -1,2 +1,3 @@ """Package metadata""" + __version__ = "2.0.0" diff --git a/cumulus_library/base_table_builder.py b/cumulus_library/base_table_builder.py index 8734f31a..d3f37f5e 100644 --- a/cumulus_library/base_table_builder.py +++ b/cumulus_library/base_table_builder.py @@ -1,4 +1,5 @@ """ abstract base for python-based study executors """ + import re import sys diff --git a/cumulus_library/cli_parser.py b/cumulus_library/cli_parser.py index 409f2545..f125b2bc 100644 --- a/cumulus_library/cli_parser.py +++ b/cumulus_library/cli_parser.py @@ -1,4 +1,5 @@ """Manages configuration for argparse""" + import argparse diff --git a/cumulus_library/enums.py b/cumulus_library/enums.py index 1c12714a..7cada73d 100644 --- a/cumulus_library/enums.py +++ b/cumulus_library/enums.py @@ -1,4 +1,5 @@ """ Holds enums used across more than one module """ + from enum import Enum diff --git a/cumulus_library/helper.py b/cumulus_library/helper.py index 3062918a..695b9c9d 100644 --- a/cumulus_library/helper.py +++ b/cumulus_library/helper.py @@ -1,4 +1,5 @@ """ Collection of small commonly used utility functions """ + import datetime import os import json diff --git a/cumulus_library/protected_table_builder.py b/cumulus_library/protected_table_builder.py index 46b63f0d..f7d35787 100644 --- a/cumulus_library/protected_table_builder.py +++ b/cumulus_library/protected_table_builder.py @@ -1,4 +1,5 @@ """ Builder for creating tables for tracking state/logging changes""" + from cumulus_library.base_table_builder import BaseTableBuilder from cumulus_library.enums import ProtectedTables from cumulus_library.template_sql.templates import ( diff --git a/cumulus_library/statistics/counts.py b/cumulus_library/statistics/counts.py index 4fa1b4cd..7b3adb04 100644 --- a/cumulus_library/statistics/counts.py +++ b/cumulus_library/statistics/counts.py @@ -1,4 +1,5 @@ """Class for generating counts tables from templates""" + import sys from pathlib import Path diff --git a/cumulus_library/studies/core/builder_medicationrequest.py b/cumulus_library/studies/core/builder_medicationrequest.py index cbfabe96..6afcffa4 100644 --- a/cumulus_library/studies/core/builder_medicationrequest.py +++ b/cumulus_library/studies/core/builder_medicationrequest.py @@ -2,6 +2,7 @@ Note: This module assumes that you have already run builder_medication, as it leverages the core__medication table for data population""" + from cumulus_library import base_table_builder from cumulus_library.template_sql import templates, utils from cumulus_library import databases diff --git a/cumulus_library/studies/core/builder_observation.py b/cumulus_library/studies/core/builder_observation.py index f3876022..2ec5bc39 100644 --- a/cumulus_library/studies/core/builder_observation.py +++ b/cumulus_library/studies/core/builder_observation.py @@ -1,4 +1,5 @@ """ Module for extracting US core extensions from patient records""" + from cumulus_library import base_table_builder from cumulus_library.template_sql import templates, utils from cumulus_library import databases diff --git a/cumulus_library/studies/core/builder_patient.py b/cumulus_library/studies/core/builder_patient.py index a6899413..75e40f93 100644 --- a/cumulus_library/studies/core/builder_patient.py +++ b/cumulus_library/studies/core/builder_patient.py @@ -1,4 +1,5 @@ """ Module for extracting US core extensions from patient records""" + from cumulus_library.base_table_builder import BaseTableBuilder from cumulus_library.template_sql import templates, utils from cumulus_library import databases diff --git a/cumulus_library/studies/core/builder_prereq_tables.py b/cumulus_library/studies/core/builder_prereq_tables.py index 711e60de..6723c00e 100644 --- a/cumulus_library/studies/core/builder_prereq_tables.py +++ b/cumulus_library/studies/core/builder_prereq_tables.py @@ -1,6 +1,7 @@ """ This builder primarily exists to make sure that the FHIR lookup tables are created before other builders in the core study run, so that they are available for joins. """ + import pathlib import sqlparse diff --git a/cumulus_library/studies/vocab/vocab_icd_builder.py b/cumulus_library/studies/vocab/vocab_icd_builder.py index 8849e9c2..47bb320d 100644 --- a/cumulus_library/studies/vocab/vocab_icd_builder.py +++ b/cumulus_library/studies/vocab/vocab_icd_builder.py @@ -1,4 +1,5 @@ """ Module for directly loading ICD bsvs into athena tables """ + import csv from pathlib import Path diff --git a/cumulus_library/study_parser.py b/cumulus_library/study_parser.py index 8445cbbd..bbbce81c 100644 --- a/cumulus_library/study_parser.py +++ b/cumulus_library/study_parser.py @@ -1,4 +1,5 @@ """ Contains classes for loading study data based on manifest.toml files """ + import csv import inspect import importlib.util diff --git a/cumulus_library/template_sql/statistics/psm_templates.py b/cumulus_library/template_sql/statistics/psm_templates.py index 928c82e7..41a05932 100644 --- a/cumulus_library/template_sql/statistics/psm_templates.py +++ b/cumulus_library/template_sql/statistics/psm_templates.py @@ -1,4 +1,5 @@ """ Collection of jinja template getters for common SQL queries """ + from enum import Enum from pathlib import Path from typing import Dict, List, Optional diff --git a/cumulus_library/template_sql/templates.py b/cumulus_library/template_sql/templates.py index 6774b08d..acc8bf28 100644 --- a/cumulus_library/template_sql/templates.py +++ b/cumulus_library/template_sql/templates.py @@ -1,4 +1,5 @@ """ Collection of jinja template getters for common SQL queries """ + from enum import Enum from pathlib import Path from typing import Dict, List, Optional diff --git a/cumulus_library/template_sql/utils.py b/cumulus_library/template_sql/utils.py index fbe87c64..7c6beff8 100644 --- a/cumulus_library/template_sql/utils.py +++ b/cumulus_library/template_sql/utils.py @@ -8,6 +8,7 @@ - Data with deep missing elements - Data which may or may not be in an array depending on context """ + from dataclasses import dataclass import duckdb diff --git a/cumulus_library/upload.py b/cumulus_library/upload.py index a1f556a8..08a117be 100644 --- a/cumulus_library/upload.py +++ b/cumulus_library/upload.py @@ -1,4 +1,5 @@ """ Handles pushing data to the aggregator""" + import sys from pathlib import Path diff --git a/tests/regression/run_regression.py b/tests/regression/run_regression.py index c93c0d70..5cd5049e 100644 --- a/tests/regression/run_regression.py +++ b/tests/regression/run_regression.py @@ -13,6 +13,7 @@ This is primarily meant to be run in CI, where we handle the auth via github's trusted OIDC token AWS endpoint. See .github/workflows/ci.yaml for more info on this approach.""" + import os import sys diff --git a/tests/test_cli.py b/tests/test_cli.py index bc42a12e..9ab73b3f 100644 --- a/tests/test_cli.py +++ b/tests/test_cli.py @@ -1,4 +1,5 @@ """ tests for the cli interface to studies """ + import builtins import glob import os diff --git a/tests/test_counts_templates.py b/tests/test_counts_templates.py index c1d8ddd0..8aa139ad 100644 --- a/tests/test_counts_templates.py +++ b/tests/test_counts_templates.py @@ -25,11 +25,11 @@ SELECT subject_ref, coalesce( - cast(age AS varchar), + cast(age AS varchar), 'cumulus__missing-or-null' ) AS age, coalesce( - cast(sex AS varchar), + cast(sex AS varchar), 'cumulus__missing-or-null' ) AS sex FROM filtered_table @@ -51,7 +51,7 @@ SELECT cnt_subject AS cnt, "age", - "sex" + "sex" FROM powerset WHERE cnt_subject >= 10 @@ -65,11 +65,11 @@ SELECT subject_ref, coalesce( - cast(age AS varchar), + cast(age AS varchar), 'cumulus__missing-or-null' ) AS age, coalesce( - cast(sex AS varchar), + cast(sex AS varchar), 'cumulus__missing-or-null' ) AS sex FROM test_source @@ -92,7 +92,7 @@ SELECT cnt_subject AS cnt, "age", - "sex" + "sex" FROM powerset WHERE cnt_subject >= 5 @@ -124,11 +124,11 @@ subject_ref, encounter_ref, coalesce( - cast(age AS varchar), + cast(age AS varchar), 'cumulus__missing-or-null' ) AS age, coalesce( - cast(sex AS varchar), + cast(sex AS varchar), 'cumulus__missing-or-null' ) AS sex FROM filtered_table @@ -151,7 +151,7 @@ SELECT cnt_encounter_ref AS cnt, "age", - "sex" + "sex" FROM powerset WHERE age > 10 @@ -169,6 +169,4 @@ ) def test_count_query(expected, kwargs): query = get_count_query("test_table", "test_source", ["age", "sex"], **kwargs) - with open("output.sql", "w") as f: - f.write(query) assert query == expected diff --git a/tests/test_parsers.py b/tests/test_parsers.py index 8317a9e3..4ffe6540 100644 --- a/tests/test_parsers.py +++ b/tests/test_parsers.py @@ -1,4 +1,5 @@ """Test for FHIR resource parsers""" + from contextlib import nullcontext as does_not_raise import json diff --git a/tests/test_study_parser.py b/tests/test_study_parser.py index 2bcdec21..66ee0699 100644 --- a/tests/test_study_parser.py +++ b/tests/test_study_parser.py @@ -1,4 +1,5 @@ """ tests for study parser against mocks in test_data """ + import builtins import pathlib diff --git a/tests/test_template_utils.py b/tests/test_template_utils.py index f67ea4fe..8312640b 100644 --- a/tests/test_template_utils.py +++ b/tests/test_template_utils.py @@ -1,4 +1,5 @@ """ tests for the cli interface to studies """ + import duckdb import pytest diff --git a/tests/test_templates.py b/tests/test_templates.py index ceacecd7..53904c07 100644 --- a/tests/test_templates.py +++ b/tests/test_templates.py @@ -1,4 +1,5 @@ """ tests for jinja sql templates """ + import pytest from pandas import DataFrame From 51576bd30ae9998114f4ab20b6f05d4e56d9a016 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Fri, 26 Jan 2024 12:51:39 -0500 Subject: [PATCH 8/8] pin black --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index ee6981b9..716ccd55 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -30,7 +30,7 @@ classifiers = [ dynamic=["version"] [project.optional-dependencies] dev = [ - "black", + "black <25, >=24", "pre-commit", "pylint", ]