From 732a1be6e088760f5038083373747db536714d27 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Fri, 29 Mar 2024 14:34:47 -0400 Subject: [PATCH 1/3] FHIR field naming conformance --- cumulus_library/.sqlfluff | 25 +- .../statistics_templates/count.sql.jinja | 14 +- .../studies/core/builder_condition.py | 2 +- .../studies/core/builder_documentreference.py | 2 +- .../studies/core/builder_medicationrequest.py | 8 +- .../studies/core/builder_observation.py | 14 +- .../studies/core/builder_patient.py | 2 +- .../core/core_templates/condition.sql.jinja | 32 +- .../core/core_templates/core_utils.jinja | 2 +- .../documentreference.sql.jinja | 28 +- .../core/core_templates/encounter.sql.jinja | 60 +- .../medicationrequest.sql.jinja | 18 +- .../core/core_templates/observation.sql.jinja | 68 +-- .../core/core_templates/patient.sql.jinja | 8 +- cumulus_library/studies/core/count_core.py | 51 +- .../studies/core/encounter_type.sql | 41 -- cumulus_library/studies/core/manifest.toml | 5 +- .../studies/core/observation_type.sql | 32 +- .../studies/core/patient_extensions.sql | 215 ------- .../core/reference_sql/builder_condition.sql | 38 +- .../builder_documentreference.sql | 28 +- .../core/reference_sql/builder_encounter.sql | 60 +- .../builder_medicationrequest.sql | 20 +- .../reference_sql/builder_observation.sql | 76 +-- .../core/reference_sql/builder_patient.sql | 8 +- .../studies/core/reference_sql/count_core.sql | 546 +++++++++--------- cumulus_library/studies/core/study_period.sql | 54 +- docs/core-study-details.md | 381 ++++++------ tests/conftest.py | 56 +- tests/test_cli.py | 2 +- tests/test_core.py | 38 +- .../core__count_encounter_all_types_month.txt | 48 ++ ...re__count_encounter_month_missing_data.txt | 58 +- .../core/core__count_encounter_type_month.txt | 24 - tests/test_data/core/core__encounter.txt | 100 ++-- tests/test_data/core/core__patient.txt | 100 ++-- .../core/core__count_condition_month.csv | 2 +- .../core__count_documentreference_month.csv | 2 +- .../core/core__count_encounter_all_types.csv | 17 + .../core__count_encounter_all_types_month.csv | 49 ++ .../core__count_encounter_enc_type_month.csv | 7 - .../core/core__count_encounter_month.csv | 2 +- .../core__count_encounter_priority_month.csv | 14 +- .../core__count_encounter_service_month.csv | 14 +- .../core/core__count_encounter_type.csv | 9 - .../core/core__count_encounter_type_month.csv | 38 +- .../core__count_observation_lab_month.csv | 2 +- tests/test_discovery.py | 18 +- 48 files changed, 1167 insertions(+), 1271 deletions(-) delete mode 100644 cumulus_library/studies/core/encounter_type.sql delete mode 100644 cumulus_library/studies/core/patient_extensions.sql create mode 100644 tests/test_data/core/core__count_encounter_all_types_month.txt delete mode 100644 tests/test_data/core/core__count_encounter_type_month.txt create mode 100644 tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types.csv create mode 100644 tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types_month.csv delete mode 100644 tests/test_data/duckdb_data/expected_export/core/core__count_encounter_enc_type_month.csv delete mode 100644 tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type.csv diff --git a/cumulus_library/.sqlfluff b/cumulus_library/.sqlfluff index afd494f5..7c82cc7e 100644 --- a/cumulus_library/.sqlfluff +++ b/cumulus_library/.sqlfluff @@ -2,8 +2,13 @@ templater = jinja dialect = athena sql_file_exts = .sql,.sql.jinja -# this rule overfires on athena nested arrays -exclude_rules=references.from,structure.column_order,aliasing.unused +exclude_rules= + # these rule overfires on athena nested arrays + references.from, + structure.column_order, + aliasing.unused, + # this rule interferes with FHIR naming conventions + capitalisation.identifiers max_line_length = 90 [sqlfluff:indentation] @@ -100,12 +105,12 @@ schema = 'category': { 'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True }, - 'clinicalstatus': { + 'clinicalStatus': { 'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True }, 'id': True, - 'recordeddate': True, - 'verificationstatus': { + 'recordedDate': True, + 'verificationStatus': { 'coding': True, 'code': True, 'display': True, 'system': True, 'userSelected': True, 'version': True, 'text': True}, 'subject': { 'reference': True, 'display': False, 'type': True @@ -118,7 +123,7 @@ schema = 'id': True, 'type': True, 'status': True, - 'docstatus': True, + 'docStatus': True, 'context': { 'period': True, 'start': True }, @@ -143,7 +148,7 @@ schema = 'id': True, 'status': True, 'intent': True, - 'authoredon': True, + 'authoredOn': True, 'category': { 'code': True, 'system': True, 'display': False }, @@ -166,14 +171,14 @@ schema = 'interpretation': { 'coding': True, 'code': True, 'display': True, 'system': True, 'text': True }, - 'referencerange': { + 'referenceRange': { 'low': False, 'high': False, 'normalvalue': False, 'type': False, 'appliesto': False, 'age': False, 'text': True }, 'effectivedatetime': True, - 'valuequantity': { + 'valueQuantity': { 'value': True, 'comparator': False, 'unit': False, 'system': False, 'code': False }, - 'valuecodeableconcept': { + 'valueCodeableConcept': { 'coding': True, 'code': True, 'display': True, 'system': True }, 'subject': { diff --git a/cumulus_library/statistics/statistics_templates/count.sql.jinja b/cumulus_library/statistics/statistics_templates/count.sql.jinja index 8be45de2..de7413c8 100644 --- a/cumulus_library/statistics/statistics_templates/count.sql.jinja +++ b/cumulus_library/statistics/statistics_templates/count.sql.jinja @@ -5,7 +5,7 @@ statistics/counts.py level -#} {%- if fhir_resource in ('encounter', 'condition') -%} encounter_ref {%- elif fhir_resource == 'documentreference' -%} -doc_ref +documentreference_ref {%- elif fhir_resource == 'observation'-%} observation_ref {%- else -%} @@ -28,7 +28,7 @@ logic at the statistics/counts.py level -#} {{- syntax.comma_delineate(loop) }} {%- endfor %} {%- if fhir_resource in ('documentreference', 'observation' ) -%}, - enc_class_display + class_display {% endif %} {%- endmacro -%} @@ -40,7 +40,7 @@ which will drop nulls, resulting in potentially non-unique keys -#} {{- syntax.comma_delineate(loop) }} {%- endfor %} {%- if fhir_resource in ('documentreference', 'observation' ) -%}, - COALESCE(enc_class_display,'') + COALESCE(class_display,'') {% endif %} {%- endmacro -%} @@ -73,7 +73,7 @@ CREATE TABLE {{ table_name }} AS ( s.{{ tertiary }}, {%- endif -%} {%- if fhir_resource in ('documentreference', 'observation') %} - e.enc_class_display, + e.class_display, {%- endif %} {#- these exceptions deal with table aliasing related to single table queries, where this may be a multitable query @@ -123,9 +123,9 @@ CREATE TABLE {{ table_name }} AS ( {%- endif -%} {%- if fhir_resource in ('documentreference', 'observation' )%} coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), '{{ missing_null }}' - ) AS enc_class_display, + ) AS class_display, {%- endif -%} {%- for col in table_cols %} coalesce( @@ -203,7 +203,7 @@ CREATE TABLE {{ table_name }} AS ( {{- syntax.comma_delineate(loop) }} {%- endfor %} {%- if fhir_resource in ('documentreference', 'observation' ) -%}, - p.enc_class_display + p.class_display {%- endif %} FROM powerset AS p {%- if secondary %} diff --git a/cumulus_library/studies/core/builder_condition.py b/cumulus_library/studies/core/builder_condition.py index d94ecbfb..34362abd 100644 --- a/cumulus_library/studies/core/builder_condition.py +++ b/cumulus_library/studies/core/builder_condition.py @@ -23,7 +23,7 @@ "text", ], "id": [], - "recordeddate": [], + "recordedDate": [], "verificationstatus": [ "coding", "code", diff --git a/cumulus_library/studies/core/builder_documentreference.py b/cumulus_library/studies/core/builder_documentreference.py index 0105e45b..6f752068 100644 --- a/cumulus_library/studies/core/builder_documentreference.py +++ b/cumulus_library/studies/core/builder_documentreference.py @@ -7,7 +7,7 @@ "id": [], "type": [], "status": [], - "docstatus": [], + "docStatus": [], "subject": ["reference"], "context": ["encounter", "period", "start"], "category": [], diff --git a/cumulus_library/studies/core/builder_medicationrequest.py b/cumulus_library/studies/core/builder_medicationrequest.py index e5892026..dbdde40b 100644 --- a/cumulus_library/studies/core/builder_medicationrequest.py +++ b/cumulus_library/studies/core/builder_medicationrequest.py @@ -12,13 +12,13 @@ "id": [], "status": [], "intent": [], - "authoredon": [], - "reportedboolean": [], + "authoredOn": [], + "reportedBoolean": [], "category": ["code", "system", "display"], - "medicationcodeableconcept": ["code", "system", "display"], + "medicationCodeableConcept": ["code", "system", "display"], "subject": ["reference"], "encounter": ["reference"], - "dosageinstruction": ["text"], + "dosageInstruction": ["text"], } } diff --git a/cumulus_library/studies/core/builder_observation.py b/cumulus_library/studies/core/builder_observation.py index ad2737c3..e16a02cc 100644 --- a/cumulus_library/studies/core/builder_observation.py +++ b/cumulus_library/studies/core/builder_observation.py @@ -13,19 +13,19 @@ "status": [], "code": ["coding", "code", "display", "system", "text"], "interpretation": ["coding", "code", "display", "system", "text"], - "referencerange": [ + "referenceRange": [ "low", "high", - "normalvalue", + "normalValue", "type", - "appliesto", + "appliesTo", "age", "text", ], - "effectivedatetime": [], - "valuequantity": ["value", "comparator", "unit", "system", "code"], - "valuecodeableconcept": ["coding", "code", "display", "system"], - "valuestring": [], + "effectiveDateTime": [], + "valueQuantity": ["value", "comparator", "unit", "system", "code"], + "valueCodeableConcept": ["coding", "code", "display", "system"], + "valueString": [], "subject": ["reference"], "encounter": ["reference"], } diff --git a/cumulus_library/studies/core/builder_patient.py b/cumulus_library/studies/core/builder_patient.py index 984fe871..7f5ee313 100644 --- a/cumulus_library/studies/core/builder_patient.py +++ b/cumulus_library/studies/core/builder_patient.py @@ -10,7 +10,7 @@ "id": [], "gender": [], "address": [], - "birthdate": [], + "birthDate": [], } } diff --git a/cumulus_library/studies/core/core_templates/condition.sql.jinja b/cumulus_library/studies/core/core_templates/condition.sql.jinja index f8e60ffd..aae03c4a 100644 --- a/cumulus_library/studies/core/core_templates/condition.sql.jinja +++ b/cumulus_library/studies/core/core_templates/condition.sql.jinja @@ -39,7 +39,7 @@ WITH temp_condition AS ( utils.date_cols_from_str( 'condition', 'c', - ['recordeddate'], + ['recordedDate'], schema ) }}, @@ -48,15 +48,15 @@ WITH temp_condition AS ( 'condition', 'c', [ - ('recordeddate', 'week'), - ('recordeddate', 'month'), - ('recordeddate', 'year'), + ('recordedDate', 'week'), + ('recordedDate', 'month'), + ('recordedDate', 'year'), ], schema ) }}, - c.verificationstatus, - c.clinicalstatus + c.verificationStatus, + c.clinicalStatus FROM condition AS c LEFT JOIN core__condition_codable_concepts_all AS cca ON c.id = cca.id ) @@ -71,17 +71,17 @@ SELECT tc.subject_ref, tc.encounter_ref, concat('Condition/', tc.id) AS condition_ref, - tc.recordeddate, - tc.recordeddate_week AS recorded_week, - tc.recordeddate_month AS recorded_month, - tc.recordeddate_year AS recorded_year, - t_clinicalstatus_coding.clinicalstatus_row.code AS clinicalstatus_code, - t_verificationstatus_coding.verificationstatus_row.code AS verificationstatus_code + tc.recordedDate, + tc.recordedDate_week, + tc.recordedDate_month, + tc.recordedDate_year, + t_clinicalStatus_coding.clinicalStatus_row.code AS clinicalStatus_code, + t_verificationStatus_coding.verificationStatus_row.code AS verificationStatus_code FROM temp_condition AS tc, unnest(category) AS t_category (category_coding), unnest(category_coding.coding) AS t_category_coding (category_row), - unnest(clinicalstatus.coding) AS t_clinicalstatus_coding (clinicalstatus_row), - unnest(verificationstatus.coding) - AS t_verificationstatus_coding (verificationstatus_row) + unnest(clinicalStatus.coding) AS t_clinicalStatus_coding (clinicalStatus_row), + unnest(verificationStatus.coding) + AS t_verificationStatus_coding (verificationStatus_row) -WHERE tc.recordeddate BETWEEN date('2016-01-01') AND current_date; +WHERE tc.recordedDate BETWEEN date('2016-01-01') AND current_date; diff --git a/cumulus_library/studies/core/core_templates/core_utils.jinja b/cumulus_library/studies/core/core_templates/core_utils.jinja index 2c735b6d..66a56ed9 100644 --- a/cumulus_library/studies/core/core_templates/core_utils.jinja +++ b/cumulus_library/studies/core/core_templates/core_utils.jinja @@ -71,7 +71,7 @@ targets is an array expecting a data type of the following: {#- 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].lower() }})) AS {{col[3]}} + date(from_iso8601_timestamp({{ alias }}.{{ col[0] }}.{{ col[1] }}.{{ col[2] }})) AS {{col[3]}} {%- else %} cast(NULL AS date) AS {{ col[3].lower() }} {%- endif %} diff --git a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja index c4953415..cce78f6d 100644 --- a/cumulus_library/studies/core/core_templates/documentreference.sql.jinja +++ b/cumulus_library/studies/core/core_templates/documentreference.sql.jinja @@ -19,7 +19,7 @@ WITH temp_documentreference AS ( 'type', 'status', 'date', - 'docstatus', + 'docStatus', 'context', ('subject', 'reference', 'subject_ref'), ('context', 'period', 'start', 'author_date') @@ -39,11 +39,11 @@ WITH temp_documentreference AS ( schema ) }}, - cdrt.code as doc_type_code, - cdrt.code_system as doc_type_code_system, - cdrt.display as doc_type_display, - cdrc.code as doc_category_code, - cdrf.code as doc_format_code + cdrt.code as type_code, + cdrt.code_system as type_code_system, + cdrt.display as type_display, + cdrc.code as category_code, + cdrf.code as format_code FROM documentreference AS dr LEFT JOIN core__documentreference_dn_type AS cdrt ON dr.id = cdrt.id LEFT JOIN core__documentreference_dn_category AS cdrc ON dr.id = cdrc.id @@ -70,20 +70,20 @@ temp_encounters AS ( SELECT DISTINCT tdr.id, tdr.status, - tdr.doc_type_code, - tdr.doc_type_code_system, - tdr.doc_type_display, - tdr.doc_category_code, - tdr.docstatus, + tdr.type_code, + tdr.type_code_system, + tdr.type_display, + tdr.category_code, + tdr.docStatus, tdr."date", - tdr.author_day AS author_date, + tdr.author_day, tdr.author_week, tdr.author_month, tdr.author_year, - tdr.doc_format_code, + tdr.format_code, tdr.subject_ref, te.encounter_ref, - concat('DocumentReference/', tdr.id) AS doc_ref + concat('DocumentReference/', tdr.id) AS documentreference_ref FROM temp_documentreference AS tdr LEFT JOIN temp_encounters AS te ON tdr.id = te.id 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 daeac476..45f7bdbb 100644 --- a/cumulus_library/studies/core/core_templates/encounter.sql.jinja +++ b/cumulus_library/studies/core/core_templates/encounter.sql.jinja @@ -67,54 +67,64 @@ temp_encounter AS ( 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, + edt.display AS type_display, + eds.code AS seviceType_code, + eds.code_system AS seviceType_code_system, + eds.display AS serviceType_display, edp.code AS priority_code, edp.code_system AS priority_code_system, - edr.code AS reasoncode_code, - edr.code_system AS reasoncode_code_system, - edd.code AS dischargedisposition_code, - edd.code_system AS dischargedisposition_code_system + edp.display AS priority_display, + edr.code AS reasonCode_code, + edr.code_system AS reasonCode_code_system, + edr.display AS reasonCode_display, + edd.code AS dischargeDisposition_code, + edd.code_system AS dischargeDisposition_code_system, + edd.display AS dischargeDisposition_display 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 - LEFT JOIN core__encounter_dn_dischargedisposition AS edd ON e.id = edd.id + LEFT JOIN core__encounter_dn_reasonCode AS edr ON e.id = edr.id + LEFT JOIN core__encounter_dn_dischargeDisposition AS edd ON e.id = edd.id ) SELECT DISTINCT e.id, e.status, - ac.code AS enc_class_code, - ac.display AS enc_class_display, + ac.code AS class_code, + ac.display AS class_display, e.type_code, e.type_code_system, - e.sevicetype_code, - e.sevicetype_code_system, + e.type_display, + e.seviceType_code, + e.seviceType_code_system, + e.serviceType_display, e.priority_code, e.priority_code_system, - e.reasoncode_code, - e.reasoncode_code_system, - e.dischargedisposition_code, - e.dischargedisposition_code_system, + e.priority_display, + e.reasonCode_code, + e.reasonCode_code_system, + e.reasonCode_display, + e.dischargeDisposition_code, + e.dischargeDisposition_code_system, + e.dischargeDisposition_display, 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, - 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, p.gender, p.race_display, p.ethnicity_display, - p.postalcode3 + p.postalcode_3, + e.period_start_day, + coalesce(e.period_end_day, e.period_start_day) AS period_end_day, + e.period_start_week AS period_start_week, + e.period_start_month AS period_start_month, + e.period_start_year AS period_start_year, + e.subject_ref, + concat('Encounter/', e.id) AS encounter_ref 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; + e.period_start_day BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja b/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja index f1abe276..869c2dc9 100644 --- a/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja +++ b/cumulus_library/studies/core/core_templates/medicationrequest.sql.jinja @@ -16,7 +16,7 @@ WITH temp_mr AS ( {{- utils.date_cols_from_str( 'medicationrequest', 'mr', - ['authoredon'], + ['authoredOn'], schema ) }}, @@ -24,7 +24,7 @@ WITH temp_mr AS ( 'medicationrequest', 'mr', [ - ('authoredon', 'month'), + ('authoredOn', 'month'), ], schema ) @@ -35,8 +35,8 @@ WITH temp_mr AS ( 'mr', [ 'display', - 'reportedboolean', - 'dosageinstruction', + 'reportedBoolean', + 'dosageInstruction', ('subject', 'reference', 'subject_ref'), ('encounter', 'reference', 'encounter_ref'), ], @@ -59,14 +59,14 @@ SELECT mr.intent, mr.category_code, mr.category_code_system, - mr.reportedboolean, + mr.reportedBoolean, mr.medication_code_system, mr.medication_code, mr.medication_display, - mr.authoredon, - mr.authoredon_month, - dose_row.dose_col.text AS doseageinstruction_text, + mr.authoredOn, + mr.authoredOn_month, + dose_row.dose_col.text AS dosageInstruction_text, mr.subject_ref, mr.encounter_ref FROM temp_mr AS mr, - UNNEST(dosageinstruction) AS dose_row (dose_col) + UNNEST(dosageInstruction) AS dose_row (dose_col) diff --git a/cumulus_library/studies/core/core_templates/observation.sql.jinja b/cumulus_library/studies/core/core_templates/observation.sql.jinja index 63ab00f2..80682f0c 100644 --- a/cumulus_library/studies/core/core_templates/observation.sql.jinja +++ b/cumulus_library/studies/core/core_templates/observation.sql.jinja @@ -16,12 +16,12 @@ WITH temp_observation AS ( 'observation', 'o', [ - 'valuestring', - ('valuequantity', 'value', 'valuequantity_value'), - ('valuequantity', 'comparator', 'valuequantity_comparator'), - ('valuequantity', 'unit', 'valuequantity_unit'), - ('valuequantity', 'system', 'valuequantity_system'), - ('valuequantity', 'code', 'valuequantity_code'), + 'valueString', + ('valueQuantity', 'value', 'valueQuantity_value'), + ('valueQuantity', 'comparator', 'valueQuantity_comparator'), + ('valueQuantity', 'unit', 'valueQuantity_unit'), + ('valueQuantity', 'system', 'valueQuantity_system'), + ('valueQuantity', 'code', 'valueQuantity_code'), ], schema ) @@ -30,10 +30,10 @@ WITH temp_observation AS ( 'observation', 'o', [ - ('effectivedatetime', 'day'), - ('effectivedatetime', 'week'), - ('effectivedatetime', 'month'), - ('effectivedatetime', 'year'), + ('effectiveDateTime', 'day'), + ('effectiveDateTime', 'week'), + ('effectiveDateTime', 'month'), + ('effectiveDateTime', 'year'), ], schema ) @@ -45,14 +45,14 @@ WITH temp_observation AS ( 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, - odda.code AS dataabsentreason_code, - odda.code_system AS dataabsentreason_code_system, - odda.display AS dataabsentreason_display, + odvcc.code AS valueCodeableConcept_code, + odvcc.code_system AS valueCodeableConcept_code_system, + odvcc.display AS valueCodeableConcept_display, + odda.code AS dataAbsentReason_code, + odda.code_system AS dataAbsentReason_code_system, + odda.display AS dataAbsentReason_display, o.referencerange, - o.valuequantity, + o.valueQuantity, o.subject.reference AS subject_ref, o.encounter.reference AS encounter_ref FROM observation AS o @@ -73,27 +73,27 @@ SELECT interpretation_code, interpretation_code_system, interpretation_display, - effectivedatetime_day AS obs_date, - effectivedatetime_week AS obs_week, - effectivedatetime_month AS obs_month, - effectivedatetime_year AS obs_year, - valuecodeableconcept_code, - valuecodeableconcept_code_system, - valuecodeableconcept_display, - valuequantity_value, - valuequantity_comparator, - valuequantity_unit, - valuequantity_system, - valuequantity_code, - valuestring, - dataabsentreason_code, - dataabsentreason_code_system, - dataabsentreason_display, + effectiveDateTime_day, + effectiveDateTime_week, + effectiveDateTime_month, + effectiveDateTime_year, + valueCodeableConcept_code, + valueCodeableConcept_code_system, + valueCodeableConcept_display, + valueQuantity_value, + valueQuantity_comparator, + valueQuantity_unit, + valueQuantity_system, + valueQuantity_code, + valueString, + dataAbsentReason_code, + dataAbsentReason_code_system, + dataAbsentReason_display, subject_ref, encounter_ref, concat('Observation/', id) AS observation_ref FROM temp_observation WHERE - effectivedatetime_day BETWEEN date( + 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 53876193..5959e71f 100644 --- a/cumulus_library/studies/core/core_templates/patient.sql.jinja +++ b/cumulus_library/studies/core/core_templates/patient.sql.jinja @@ -23,7 +23,7 @@ WITH temp_patient AS ( 'patient', 'p', [ - 'birthdate' + 'birthDate' ], schema ) @@ -53,8 +53,8 @@ temp_address AS ( SELECT DISTINCT tp.id, tp.gender, - tp.birthdate, - coalesce(ta.postalcode3, 'cumulus__none') AS postalcode3, + tp.birthDate, + coalesce(ta.postalcode3, 'cumulus__none') AS postalCode_3, concat('Patient/', tp.id) AS subject_ref, coalesce(tp.race_display, 'unknown') AS race_display, coalesce(tp.ethnicity_display, 'unknown') AS ethnicity_display @@ -63,5 +63,5 @@ FROM LEFT JOIN temp_address AS ta ON tp.id = ta.id WHERE - tp.birthdate IS NOT NULL + tp.birthDate IS NOT NULL AND tp.gender IS NOT NULL; diff --git a/cumulus_library/studies/core/count_core.py b/cumulus_library/studies/core/count_core.py index 338f9b5b..f8b82812 100644 --- a/cumulus_library/studies/core/count_core.py +++ b/cumulus_library/studies/core/count_core.py @@ -10,9 +10,9 @@ 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"], - ["code_display", "varchar", "cond_code_display"], + ["category_code", "varchar", None], + [f"recordedDate_{duration}", "date", None], + ["code_display", "varchar", None], ] return self.count_condition(table_name, from_table, cols) @@ -20,7 +20,7 @@ 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], + ["type_display", "varchar", None], [f"author_{duration}", "date", None], ] return self.count_documentreference(table_name, from_table, cols) @@ -30,8 +30,8 @@ def count_core_encounter(self, duration: str | None = None): from_table = self.get_table_name("encounter") cols = [ - f"start_{duration}", - "enc_class_display", + f"period_start_{duration}", + "class_display", "age_at_visit", "gender", "race_display", @@ -53,39 +53,38 @@ def _count_core_encounter_type( :return: A SQL statement as a string """ table_name = self.get_table_name(table_name, duration) - from_table = self.get_table_name("encounter_type") + from_table = self.get_table_name("encounter") if duration: - cols.append(f"start_{duration}") + cols.append(f"period_start_{duration}") 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 = None): + def count_core_encounter_all_types(self, duration: str | None = None): cols = [ - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", + "class_display", + "type_display", + "serviceType_display", + "priority_display", ] - return self._count_core_encounter_type("count_encounter_type", cols, duration) + return self._count_core_encounter_type( + "count_encounter_all_types", 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 - ) + cols = ["class_display", "type_display"] + return self._count_core_encounter_type("count_encounter_type", cols, duration) def count_core_encounter_priority(self, duration: str = "month"): - cols = ["enc_class_display", "enc_priority_display"] + cols = ["class_display", "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"] + cols = ["class_display", "serviceType_display"] return self._count_core_encounter_type( "count_encounter_service", cols, duration ) @@ -99,7 +98,11 @@ def count_core_medicationrequest(self, duration: str = "month"): 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"] + cols = [ + f"effectiveDateTime_{duration}", + "observation_code", + "valueCodeableConcept_display", + ] return self.count_observation(table_name, from_table, cols) def count_core_patient(self): @@ -113,8 +116,8 @@ def prepare_queries(self, cursor=None, schema=None, *args, **kwargs): self.count_core_condition(duration="month"), 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_all_types(), + self.count_core_encounter_all_types(duration="month"), self.count_core_encounter_enc_type(duration="month"), self.count_core_encounter_service(duration="month"), self.count_core_encounter_priority(duration="month"), diff --git a/cumulus_library/studies/core/encounter_type.sql b/cumulus_library/studies/core/encounter_type.sql deleted file mode 100644 index c8d39c33..00000000 --- a/cumulus_library/studies/core/encounter_type.sql +++ /dev/null @@ -1,41 +0,0 @@ --- ############################################################################ --- # 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 - -SELECT DISTINCT - e.id, - e.enc_class_code, - e.enc_class_display, - coalesce(cet.code_system, 'None') AS enc_type_system, - coalesce(cet.code, 'None') AS enc_type_code, - coalesce(cet.display, 'None') AS enc_type_display, - coalesce(ces.code_system, 'None') AS enc_service_system, - coalesce(ces.code, 'None') AS enc_service_code, - coalesce(ces.display, 'None') AS enc_service_display, - coalesce(cep.code_system, 'None') AS enc_priority_system, - coalesce(cep.code, 'None') AS enc_priority_code, - coalesce(cep.display, 'None') AS enc_priority_display, - coalesce(cer.code, 'None') AS enc_reasoncode_code, - coalesce(cer.display, 'None') AS enc_reasoncode_display, - e.status, - e.age_at_visit, - e.start_date, - e.end_date, - e.start_week, - e.start_month, - e.start_year, - e.subject_ref, - e.encounter_ref, - e.gender, - e.race_display, - e.ethnicity_display, - e.postalcode3 -FROM core__encounter AS e -LEFT JOIN core__encounter_dn_type AS cet ON e.id = cet.id -LEFT JOIN core__encounter_dn_servicetype AS ces ON e.id = ces.id -LEFT JOIN core__encounter_dn_priority AS cep ON e.id = cep.id -LEFT JOIN core__encounter_dn_reasoncode AS cer ON e.id = cer.id; diff --git a/cumulus_library/studies/core/manifest.toml b/cumulus_library/studies/core/manifest.toml index 739af81a..23241ce1 100644 --- a/cumulus_library/studies/core/manifest.toml +++ b/cumulus_library/studies/core/manifest.toml @@ -14,7 +14,6 @@ file_names = [ [sql_config] file_names = [ - "encounter_type.sql", "observation_type.sql", "study_period.sql", ] @@ -28,10 +27,10 @@ file_names = [ export_list = [ "core__count_patient", "core__count_encounter_month", + "core__count_encounter_all_types", + "core__count_encounter_all_types_month", "core__count_encounter_service_month", "core__count_encounter_priority_month", - 'core__count_encounter_enc_type_month', - "core__count_encounter_type", "core__count_encounter_type_month", "core__count_documentreference_month", "core__count_observation_lab_month", diff --git a/cumulus_library/studies/core/observation_type.sql b/cumulus_library/studies/core/observation_type.sql index 8e1a1e30..9041cca6 100644 --- a/cumulus_library/studies/core/observation_type.sql +++ b/cumulus_library/studies/core/observation_type.sql @@ -2,17 +2,17 @@ CREATE TABLE core__observation_lab AS SELECT co.id, - co.observation_code AS lab_code, - co.observation_code_system AS lab_code_system, + co.observation_code, + co.observation_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.valueCodeableConcept_code, + co.valueCodeableConcept_code_system, + co.valueCodeableConcept_display, + co.effectiveDateTime_day, + co.effectiveDateTime_week, + co.effectiveDateTime_month, + co.effectiveDateTime_year, co.status, co.subject_ref, co.encounter_ref, @@ -26,17 +26,17 @@ SELECT co.observation_code_system, co.category_code, co.category_code_system, - co.valuecodeableconcept_code, - co.valuecodeableconcept_code_system, - co.valuecodeableconcept_display, + co.valueCodeableConcept_code, + co.valueCodeableConcept_code_system, + co.valueCodeableConcept_display, co.status, co.interpretation_code, co.interpretation_code_system, co.interpretation_display, - co.obs_date, - co.obs_week, - co.obs_month, - co.obs_year, + co.effectiveDateTime_day, + co.effectiveDateTime_week, + co.effectiveDateTime_month, + co.effectiveDateTime_year, co.subject_ref, co.encounter_ref, co.observation_ref diff --git a/cumulus_library/studies/core/patient_extensions.sql b/cumulus_library/studies/core/patient_extensions.sql deleted file mode 100644 index 1efcfe15..00000000 --- a/cumulus_library/studies/core/patient_extensions.sql +++ /dev/null @@ -1,215 +0,0 @@ --- noqa: disable=all -/* -This is a reference output of the SQL generated by denormalizer.py that is -used by the core__patient table. It is not invoked directly. We may -in the future add additional extensions. -*/ - -CREATE TABLE core__patient_ext_race AS ( - WITH - - system_ombCategory AS ( - SELECT DISTINCT - s.id, - '0' AS priority, - 'ombCategory' AS system, -- noqa: RF04 - ext_child.ext.valuecoding.code AS race_code, - ext_child.ext.valuecoding.display AS race_display - FROM - patient AS s, - UNNEST(extension) AS ext_parent (ext), --noqa: AL05 - UNNEST(ext_parent.ext.extension) AS ext_child (ext) --noqa: AL05 - WHERE - ext_parent.ext.url = 'http://hl7.org/fhir/us/core/StructureDefinition/us-core-race' - AND ext_child.ext.url = 'ombCategory' - AND ext_child.ext.valuecoding.display != '' - ), - - system_detailed AS ( - SELECT DISTINCT - s.id, - '1' AS priority, - 'detailed' AS system, -- noqa: RF04 - ext_child.ext.valuecoding.code AS race_code, - ext_child.ext.valuecoding.display AS race_display - FROM - patient AS s, - UNNEST(extension) AS ext_parent (ext), --noqa: AL05 - UNNEST(ext_parent.ext.extension) AS ext_child (ext) --noqa: AL05 - WHERE - ext_parent.ext.url = 'http://hl7.org/fhir/us/core/StructureDefinition/us-core-race' - AND ext_child.ext.url = 'detailed' - AND ext_child.ext.valuecoding.display != '' - ), - - system_text AS ( - SELECT DISTINCT - s.id, - '2' AS priority, - 'text' AS system, -- noqa: RF04 - ext_child.ext.valuecoding.code AS race_code, - ext_child.ext.valuecoding.display AS race_display - FROM - patient AS s, - UNNEST(extension) AS ext_parent (ext), --noqa: AL05 - UNNEST(ext_parent.ext.extension) AS ext_child (ext) --noqa: AL05 - WHERE - ext_parent.ext.url = 'http://hl7.org/fhir/us/core/StructureDefinition/us-core-race' - AND ext_child.ext.url = 'text' - AND ext_child.ext.valuecoding.display != '' - ), - - union_table AS ( - SELECT - id, - priority, - system, - race_code, - race_display - FROM system_ombCategory - UNION - SELECT - id, - priority, - system, - race_code, - race_display - FROM system_detailed - UNION - SELECT - id, - priority, - system, - race_code, - race_display - FROM system_text - ORDER BY id, priority - ) - - SELECT - id, - system, - race_code, - race_display - FROM ( - SELECT - id, - system, - ARRAY_AGG(race_code) AS race_code, - ARRAY_AGG( - race_display - ) AS race_display, - ROW_NUMBER() - OVER ( - PARTITION BY id, system - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, system - ) - WHERE available_priority = 1 -); -CREATE TABLE core__patient_ext_ethnicity AS ( - WITH - - system_ombCategory AS ( - SELECT DISTINCT - s.id, - '0' AS priority, - 'ombCategory' AS system, -- noqa: RF04 - ext_child.ext.valuecoding.code AS ethnicity_code, - ext_child.ext.valuecoding.display AS ethnicity_display - FROM - patient AS s, - UNNEST(extension) AS ext_parent (ext), --noqa: AL05 - UNNEST(ext_parent.ext.extension) AS ext_child (ext) --noqa: AL05 - WHERE - ext_parent.ext.url = 'http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity' - AND ext_child.ext.url = 'ombCategory' - AND ext_child.ext.valuecoding.display != '' - ), - - system_detailed AS ( - SELECT DISTINCT - s.id, - '1' AS priority, - 'detailed' AS system, -- noqa: RF04 - ext_child.ext.valuecoding.code AS ethnicity_code, - ext_child.ext.valuecoding.display AS ethnicity_display - FROM - patient AS s, - UNNEST(extension) AS ext_parent (ext), --noqa: AL05 - UNNEST(ext_parent.ext.extension) AS ext_child (ext) --noqa: AL05 - WHERE - ext_parent.ext.url = 'http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity' - AND ext_child.ext.url = 'detailed' - AND ext_child.ext.valuecoding.display != '' - ), - - system_text AS ( - SELECT DISTINCT - s.id, - '2' AS priority, - 'text' AS system, -- noqa: RF04 - ext_child.ext.valuecoding.code AS ethnicity_code, - ext_child.ext.valuecoding.display AS ethnicity_display - FROM - patient AS s, - UNNEST(extension) AS ext_parent (ext), --noqa: AL05 - UNNEST(ext_parent.ext.extension) AS ext_child (ext) --noqa: AL05 - WHERE - ext_parent.ext.url = 'http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity' - AND ext_child.ext.url = 'text' - AND ext_child.ext.valuecoding.display != '' - ), - - union_table AS ( - SELECT - id, - priority, - system, - ethnicity_code, - ethnicity_display - FROM system_ombCategory - UNION - SELECT - id, - priority, - system, - ethnicity_code, - ethnicity_display - FROM system_detailed - UNION - SELECT - id, - priority, - system, - ethnicity_code, - ethnicity_display - FROM system_text - ORDER BY id, priority - ) - - SELECT - id, - system, - ethnicity_code, - ethnicity_display - FROM ( - SELECT - id, - system, - ARRAY_AGG(ethnicity_code) AS ethnicity_code, - ARRAY_AGG( - ethnicity_display - ) AS ethnicity_display, - ROW_NUMBER() - OVER ( - PARTITION BY id, system - ORDER BY priority ASC - ) AS available_priority - FROM union_table - GROUP BY id, system - ) - WHERE available_priority = 1 -); \ No newline at end of file diff --git a/cumulus_library/studies/core/reference_sql/builder_condition.sql b/cumulus_library/studies/core/reference_sql/builder_condition.sql index c4f6946c..2efbabee 100644 --- a/cumulus_library/studies/core/reference_sql/builder_condition.sql +++ b/cumulus_library/studies/core/reference_sql/builder_condition.sql @@ -241,15 +241,15 @@ WITH temp_condition AS ( cca.code, cca.code_system, cca.display, - date(from_iso8601_timestamp(c.recordeddate)) AS recordeddate, - date_trunc('week', date(from_iso8601_timestamp(c."recordeddate"))) - AS recordeddate_week, - date_trunc('month', date(from_iso8601_timestamp(c."recordeddate"))) - AS recordeddate_month, - date_trunc('year', date(from_iso8601_timestamp(c."recordeddate"))) - AS recordeddate_year, - c.verificationstatus, - c.clinicalstatus + date(from_iso8601_timestamp(c.recordedDate)) AS recordedDate, + date_trunc('week', date(from_iso8601_timestamp(c."recordedDate"))) + AS recordedDate_week, + date_trunc('month', date(from_iso8601_timestamp(c."recordedDate"))) + AS recordedDate_month, + date_trunc('year', date(from_iso8601_timestamp(c."recordedDate"))) + AS recordedDate_year, + c.verificationStatus, + c.clinicalStatus FROM condition AS c LEFT JOIN core__condition_codable_concepts_all AS cca ON c.id = cca.id ) @@ -264,17 +264,17 @@ SELECT tc.subject_ref, tc.encounter_ref, concat('Condition/', tc.id) AS condition_ref, - tc.recordeddate, - tc.recordeddate_week AS recorded_week, - tc.recordeddate_month AS recorded_month, - tc.recordeddate_year AS recorded_year, - t_clinicalstatus_coding.clinicalstatus_row.code AS clinicalstatus_code, - t_verificationstatus_coding.verificationstatus_row.code AS verificationstatus_code + tc.recordedDate, + tc.recordedDate_week, + tc.recordedDate_month, + tc.recordedDate_year, + t_clinicalStatus_coding.clinicalStatus_row.code AS clinicalStatus_code, + t_verificationStatus_coding.verificationStatus_row.code AS verificationStatus_code FROM temp_condition AS tc, unnest(category) AS t_category (category_coding), unnest(category_coding.coding) AS t_category_coding (category_row), - unnest(clinicalstatus.coding) AS t_clinicalstatus_coding (clinicalstatus_row), - unnest(verificationstatus.coding) - AS t_verificationstatus_coding (verificationstatus_row) + unnest(clinicalStatus.coding) AS t_clinicalStatus_coding (clinicalStatus_row), + unnest(verificationStatus.coding) + AS t_verificationStatus_coding (verificationStatus_row) -WHERE tc.recordeddate BETWEEN date('2016-01-01') AND current_date; +WHERE tc.recordedDate BETWEEN date('2016-01-01') AND current_date; diff --git a/cumulus_library/studies/core/reference_sql/builder_documentreference.sql b/cumulus_library/studies/core/reference_sql/builder_documentreference.sql index 8f84c486..96095527 100644 --- a/cumulus_library/studies/core/reference_sql/builder_documentreference.sql +++ b/cumulus_library/studies/core/reference_sql/builder_documentreference.sql @@ -141,7 +141,7 @@ WITH temp_documentreference AS ( dr.type, dr.status, cast(NULL as timestamp) AS "date", - dr.docstatus, + dr.docStatus, dr.context, dr.subject.reference AS subject_ref, cast(NULL as varchar) AS encounter_ref, @@ -154,11 +154,11 @@ WITH temp_documentreference AS ( AS author_month, date_trunc('year', date(from_iso8601_timestamp(dr."context"."period"."start"))) AS author_year, - cdrt.code as doc_type_code, - cdrt.code_system as doc_type_code_system, - cdrt.display as doc_type_display, - cdrc.code as doc_category_code, - cdrf.code as doc_format_code + cdrt.code as type_code, + cdrt.code_system as type_code_system, + cdrt.display as type_display, + cdrc.code as category_code, + cdrf.code as format_code FROM documentreference AS dr LEFT JOIN core__documentreference_dn_type AS cdrt ON dr.id = cdrt.id LEFT JOIN core__documentreference_dn_category AS cdrc ON dr.id = cdrc.id @@ -169,20 +169,20 @@ WITH temp_documentreference AS ( SELECT DISTINCT tdr.id, tdr.status, - tdr.doc_type_code, - tdr.doc_type_code_system, - tdr.doc_type_display, - tdr.doc_category_code, - tdr.docstatus, + tdr.type_code, + tdr.type_code_system, + tdr.type_display, + tdr.category_code, + tdr.docStatus, tdr."date", - tdr.author_day AS author_date, + tdr.author_day, tdr.author_week, tdr.author_month, tdr.author_year, - tdr.doc_format_code, + tdr.format_code, tdr.subject_ref, coalesce(tdr.encounter_ref, context_encounter.encounter.reference) as encounter_ref, - concat('DocumentReference/', tdr.id) AS doc_ref + concat('DocumentReference/', tdr.id) AS documentreference_ref FROM temp_documentreference AS tdr, 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/reference_sql/builder_encounter.sql b/cumulus_library/studies/core/reference_sql/builder_encounter.sql index e813bdaf..0b07137f 100644 --- a/cumulus_library/studies/core/reference_sql/builder_encounter.sql +++ b/cumulus_library/studies/core/reference_sql/builder_encounter.sql @@ -513,54 +513,64 @@ temp_encounter AS ( 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, + edt.display AS type_display, + eds.code AS seviceType_code, + eds.code_system AS seviceType_code_system, + eds.display AS serviceType_display, edp.code AS priority_code, edp.code_system AS priority_code_system, - edr.code AS reasoncode_code, - edr.code_system AS reasoncode_code_system, - edd.code AS dischargedisposition_code, - edd.code_system AS dischargedisposition_code_system + edp.display AS priority_display, + edr.code AS reasonCode_code, + edr.code_system AS reasonCode_code_system, + edr.display AS reasonCode_display, + edd.code AS dischargeDisposition_code, + edd.code_system AS dischargeDisposition_code_system, + edd.display AS dischargeDisposition_display 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 - LEFT JOIN core__encounter_dn_dischargedisposition AS edd ON e.id = edd.id + LEFT JOIN core__encounter_dn_reasonCode AS edr ON e.id = edr.id + LEFT JOIN core__encounter_dn_dischargeDisposition AS edd ON e.id = edd.id ) SELECT DISTINCT e.id, e.status, - ac.code AS enc_class_code, - ac.display AS enc_class_display, + ac.code AS class_code, + ac.display AS class_display, e.type_code, e.type_code_system, - e.sevicetype_code, - e.sevicetype_code_system, + e.type_display, + e.seviceType_code, + e.seviceType_code_system, + e.serviceType_display, e.priority_code, e.priority_code_system, - e.reasoncode_code, - e.reasoncode_code_system, - e.dischargedisposition_code, - e.dischargedisposition_code_system, + e.priority_display, + e.reasonCode_code, + e.reasonCode_code_system, + e.reasonCode_display, + e.dischargeDisposition_code, + e.dischargeDisposition_code_system, + e.dischargeDisposition_display, 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, - 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, p.gender, p.race_display, p.ethnicity_display, - p.postalcode3 + p.postalcode_3, + e.period_start_day, + coalesce(e.period_end_day, e.period_start_day) AS period_end_day, + e.period_start_week AS period_start_week, + e.period_start_month AS period_start_month, + e.period_start_year AS period_start_year, + e.subject_ref, + concat('Encounter/', e.id) AS encounter_ref 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; + e.period_start_day BETWEEN date('2016-06-01') AND current_date; diff --git a/cumulus_library/studies/core/reference_sql/builder_medicationrequest.sql b/cumulus_library/studies/core/reference_sql/builder_medicationrequest.sql index 738379c7..0a47357d 100644 --- a/cumulus_library/studies/core/reference_sql/builder_medicationrequest.sql +++ b/cumulus_library/studies/core/reference_sql/builder_medicationrequest.sql @@ -83,12 +83,12 @@ WITH temp_mr AS ( mr.id, mr.status, mr.intent, - date(from_iso8601_timestamp(mr.authoredon)) AS authoredon, - date_trunc('month', date(from_iso8601_timestamp(mr."authoredon"))) - AS authoredon_month, + date(from_iso8601_timestamp(mr.authoredOn)) AS authoredOn, + date_trunc('month', date(from_iso8601_timestamp(mr."authoredOn"))) + AS authoredOn_month, cast(NULL as varchar) AS display, - mr.reportedboolean, - mr.dosageinstruction, + mr.reportedBoolean, + mr.dosageInstruction, mr.subject.reference AS subject_ref, mr.encounter.reference AS encounter_ref, mrc.code AS category_code, @@ -108,14 +108,14 @@ SELECT mr.intent, mr.category_code, mr.category_code_system, - mr.reportedboolean, + mr.reportedBoolean, mr.medication_code_system, mr.medication_code, mr.medication_display, - mr.authoredon, - mr.authoredon_month, - dose_row.dose_col.text AS doseageinstruction_text, + mr.authoredOn, + mr.authoredOn_month, + dose_row.dose_col.text AS dosageInstruction_text, mr.subject_ref, mr.encounter_ref FROM temp_mr AS mr, - UNNEST(dosageinstruction) AS dose_row (dose_col) + UNNEST(dosageInstruction) AS dose_row (dose_col) diff --git a/cumulus_library/studies/core/reference_sql/builder_observation.sql b/cumulus_library/studies/core/reference_sql/builder_observation.sql index 0b5f2b28..25244c50 100644 --- a/cumulus_library/studies/core/reference_sql/builder_observation.sql +++ b/cumulus_library/studies/core/reference_sql/builder_observation.sql @@ -138,20 +138,20 @@ WITH temp_observation AS ( SELECT o.id, o.status, - o.valuestring, - o.valuequantity.value AS valuequantity_value, - o.valuequantity.comparator AS valuequantity_comparator, - o.valuequantity.unit AS valuequantity_unit, - o.valuequantity.system AS valuequantity_system, - o.valuequantity.code AS valuequantity_code, - date_trunc('day', date(from_iso8601_timestamp(o."effectivedatetime"))) - AS effectivedatetime_day, - date_trunc('week', date(from_iso8601_timestamp(o."effectivedatetime"))) - AS effectivedatetime_week, - date_trunc('month', date(from_iso8601_timestamp(o."effectivedatetime"))) - AS effectivedatetime_month, - date_trunc('year', date(from_iso8601_timestamp(o."effectivedatetime"))) - AS effectivedatetime_year, + o.valueString, + o.valueQuantity.value AS valuequantity_value, + o.valueQuantity.comparator AS valuequantity_comparator, + o.valueQuantity.unit AS valuequantity_unit, + o.valueQuantity.system AS valuequantity_system, + o.valueQuantity.code AS valuequantity_code, + date_trunc('day', date(from_iso8601_timestamp(o."effectiveDateTime"))) + AS effectiveDateTime_day, + date_trunc('week', date(from_iso8601_timestamp(o."effectiveDateTime"))) + AS effectiveDateTime_week, + date_trunc('month', date(from_iso8601_timestamp(o."effectiveDateTime"))) + AS effectiveDateTime_month, + date_trunc('year', date(from_iso8601_timestamp(o."effectiveDateTime"))) + AS effectiveDateTime_year, odc.code AS observation_code, odc.code_system AS observation_code_system, odcat.code AS category_code, @@ -159,14 +159,14 @@ WITH temp_observation AS ( 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, - odda.code AS dataabsentreason_code, - odda.code_system AS dataabsentreason_code_system, - odda.display AS dataabsentreason_display, + odvcc.code AS valueCodeableConcept_code, + odvcc.code_system AS valueCodeableConcept_code_system, + odvcc.display AS valueCodeableConcept_display, + odda.code AS dataAbsentReason_code, + odda.code_system AS dataAbsentReason_code_system, + odda.display AS dataAbsentReason_display, o.referencerange, - o.valuequantity, + o.valueQuantity, o.subject.reference AS subject_ref, o.encounter.reference AS encounter_ref FROM observation AS o @@ -187,27 +187,27 @@ SELECT interpretation_code, interpretation_code_system, interpretation_display, - effectivedatetime_day AS obs_date, - effectivedatetime_week AS obs_week, - effectivedatetime_month AS obs_month, - effectivedatetime_year AS obs_year, - valuecodeableconcept_code, - valuecodeableconcept_code_system, - valuecodeableconcept_display, - valuequantity_value, - valuequantity_comparator, - valuequantity_unit, - valuequantity_system, - valuequantity_code, - valuestring, - dataabsentreason_code, - dataabsentreason_code_system, - dataabsentreason_display, + effectiveDateTime_day, + effectiveDateTime_week, + effectiveDateTime_month, + effectiveDateTime_year, + valueCodeableConcept_code, + valueCodeableConcept_code_system, + valueCodeableConcept_display, + valueQuantity_value, + valueQuantity_comparator, + valueQuantity_unit, + valueQuantity_system, + valueQuantity_code, + valueString, + dataAbsentReason_code, + dataAbsentReason_code_system, + dataAbsentReason_display, subject_ref, encounter_ref, concat('Observation/', id) AS observation_ref FROM temp_observation WHERE - effectivedatetime_day BETWEEN date( + effectiveDateTime_day BETWEEN date( from_iso8601_timestamp('2016-06-01') ) AND current_date; diff --git a/cumulus_library/studies/core/reference_sql/builder_patient.sql b/cumulus_library/studies/core/reference_sql/builder_patient.sql index 790ea28b..ff37fd4f 100644 --- a/cumulus_library/studies/core/reference_sql/builder_patient.sql +++ b/cumulus_library/studies/core/reference_sql/builder_patient.sql @@ -259,7 +259,7 @@ WITH temp_patient AS ( p.id, p.gender, p.address, - date(from_iso8601_timestamp(p.birthdate)) AS birthdate, + date(from_iso8601_timestamp(p.birthDate)) AS birthDate, er.race_display, ee.ethnicity_display FROM @@ -271,13 +271,13 @@ WITH temp_patient AS ( SELECT DISTINCT tp.id, tp.gender, - tp.birthdate, + tp.birthDate, CASE WHEN t_address.addr_row.postalcode IS NOT NULL THEN substr(t_address.addr_row.postalcode, 1, 3) ELSE 'None' - END AS postalcode3, + END AS postalCode_3, concat('Patient/', tp.id) AS subject_ref, coalesce(tp.race_display, 'unknown') AS race_display, coalesce(tp.ethnicity_display, 'unknown') AS ethnicity_display @@ -286,5 +286,5 @@ FROM unnest(tp.address) AS t_address (addr_row) WHERE - tp.birthdate IS NOT NULL + tp.birthDate IS NOT NULL AND tp.gender IS NOT NULL; diff --git a/cumulus_library/studies/core/reference_sql/count_core.sql b/cumulus_library/studies/core/reference_sql/count_core.sql index 140389f3..01896ec5 100644 --- a/cumulus_library/studies/core/reference_sql/count_core.sql +++ b/cumulus_library/studies/core/reference_sql/count_core.sql @@ -14,7 +14,7 @@ CREATE TABLE core__count_condition_month AS ( s.encounter_ref, --noqa: disable=RF03, AL02 s."category_code" AS cond_category_code, - s."recorded_month" AS cond_month, + s."recordedDate_month" AS cond_month, s."code_display" AS cond_code_display --noqa: enable=RF03, AL02 FROM core__condition AS s @@ -98,10 +98,10 @@ CREATE TABLE core__count_documentreference_month AS ( filtered_table AS ( SELECT s.subject_ref, - s.doc_ref, - e.enc_class_display, + s.documentreference_ref, + e.class_display, --noqa: disable=RF03, AL02 - s."doc_type_display", + s."type_display", s."author_month" --noqa: enable=RF03, AL02 FROM core__documentreference AS s @@ -114,15 +114,15 @@ CREATE TABLE core__count_documentreference_month AS ( null_replacement AS ( SELECT subject_ref, - doc_ref, + documentreference_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(doc_type_display AS varchar), + cast(type_display AS varchar), 'cumulus__none' - ) AS doc_type_display, + ) AS type_display, coalesce( cast(author_month AS varchar), 'cumulus__none' @@ -131,24 +131,24 @@ CREATE TABLE core__count_documentreference_month AS ( ), secondary_powerset AS ( SELECT - count(DISTINCT doc_ref) AS cnt_doc_ref, - "doc_type_display", + count(DISTINCT documentreference_ref) AS cnt_documentreference_ref, + "type_display", "author_month", - enc_class_display + class_display , concat_ws( '-', - COALESCE("doc_type_display",''), + COALESCE("type_display",''), COALESCE("author_month",''), - COALESCE(enc_class_display,'') + COALESCE(class_display,'') ) AS id FROM null_replacement GROUP BY cube( - "doc_type_display", + "type_display", "author_month", - enc_class_display + class_display ) ), @@ -156,32 +156,32 @@ CREATE TABLE core__count_documentreference_month AS ( powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "doc_type_display", + "type_display", "author_month", - enc_class_display + class_display , concat_ws( '-', - COALESCE("doc_type_display",''), + COALESCE("type_display",''), COALESCE("author_month",''), - COALESCE(enc_class_display,'') + COALESCE(class_display,'') ) AS id FROM null_replacement GROUP BY cube( - "doc_type_display", + "type_display", "author_month", - enc_class_display + class_display ) ) SELECT - s.cnt_doc_ref AS cnt, - p."doc_type_display", + s.cnt_documentreference_ref AS cnt, + p."type_display", p."author_month", - p.enc_class_display + p.class_display FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE @@ -197,8 +197,8 @@ CREATE TABLE core__count_encounter_month AS ( s.subject_ref, s.encounter_ref, --noqa: disable=RF03, AL02 - s."start_month", - s."enc_class_display", + s."period_start_month", + s."class_display", s."age_at_visit", s."gender", s."race_display", @@ -213,13 +213,13 @@ CREATE TABLE core__count_encounter_month AS ( subject_ref, encounter_ref, coalesce( - cast(start_month AS varchar), + cast(period_start_month AS varchar), 'cumulus__none' - ) AS start_month, + ) AS period_start_month, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( cast(age_at_visit AS varchar), 'cumulus__none' @@ -241,16 +241,16 @@ CREATE TABLE core__count_encounter_month AS ( secondary_powerset AS ( SELECT count(DISTINCT encounter_ref) AS cnt_encounter_ref, - "start_month", - "enc_class_display", + "period_start_month", + "class_display", "age_at_visit", "gender", "race_display", "ethnicity_display", concat_ws( '-', - COALESCE("start_month",''), - COALESCE("enc_class_display",''), + COALESCE("period_start_month",''), + COALESCE("class_display",''), COALESCE("age_at_visit",''), COALESCE("gender",''), COALESCE("race_display",''), @@ -259,8 +259,8 @@ CREATE TABLE core__count_encounter_month AS ( FROM null_replacement GROUP BY cube( - "start_month", - "enc_class_display", + "period_start_month", + "class_display", "age_at_visit", "gender", "race_display", @@ -271,16 +271,16 @@ CREATE TABLE core__count_encounter_month AS ( powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "start_month", - "enc_class_display", + "period_start_month", + "class_display", "age_at_visit", "gender", "race_display", "ethnicity_display", concat_ws( '-', - COALESCE("start_month",''), - COALESCE("enc_class_display",''), + COALESCE("period_start_month",''), + COALESCE("class_display",''), COALESCE("age_at_visit",''), COALESCE("gender",''), COALESCE("race_display",''), @@ -289,8 +289,8 @@ CREATE TABLE core__count_encounter_month AS ( FROM null_replacement GROUP BY cube( - "start_month", - "enc_class_display", + "period_start_month", + "class_display", "age_at_visit", "gender", "race_display", @@ -300,8 +300,8 @@ CREATE TABLE core__count_encounter_month AS ( SELECT s.cnt_encounter_ref AS cnt, - p."start_month", - p."enc_class_display", + p."period_start_month", + p."class_display", p."age_at_visit", p."gender", p."race_display", @@ -314,19 +314,19 @@ CREATE TABLE core__count_encounter_month AS ( -- ########################################################### -CREATE TABLE core__count_encounter_type AS ( +CREATE TABLE core__count_encounter_all_types AS ( WITH filtered_table AS ( SELECT s.subject_ref, s.encounter_ref, --noqa: disable=RF03, AL02 - s."enc_class_display", - s."enc_type_display", - s."enc_service_display", - s."enc_priority_display" + s."class_display", + s."type_display", + s."serviceType_display", + s."priority_display" --noqa: enable=RF03, AL02 - FROM core__encounter_type AS s + FROM core__encounter AS s WHERE s.status = 'finished' ), @@ -335,77 +335,77 @@ CREATE TABLE core__count_encounter_type AS ( subject_ref, encounter_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(enc_type_display AS varchar), + cast(type_display AS varchar), 'cumulus__none' - ) AS enc_type_display, + ) AS type_display, coalesce( - cast(enc_service_display AS varchar), + cast(serviceType_display AS varchar), 'cumulus__none' - ) AS enc_service_display, + ) AS serviceType_display, coalesce( - cast(enc_priority_display AS varchar), + cast(priority_display AS varchar), 'cumulus__none' - ) AS enc_priority_display + ) AS priority_display FROM filtered_table ), secondary_powerset AS ( SELECT count(DISTINCT encounter_ref) AS cnt_encounter_ref, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", + "class_display", + "type_display", + "serviceType_display", + "priority_display", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_type_display",''), - COALESCE("enc_service_display",''), - COALESCE("enc_priority_display",'') + COALESCE("class_display",''), + COALESCE("type_display",''), + COALESCE("serviceType_display",''), + COALESCE("priority_display",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display" + "class_display", + "type_display", + "serviceType_display", + "priority_display" ) ), powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", + "class_display", + "type_display", + "serviceType_display", + "priority_display", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_type_display",''), - COALESCE("enc_service_display",''), - COALESCE("enc_priority_display",'') + COALESCE("class_display",''), + COALESCE("type_display",''), + COALESCE("serviceType_display",''), + COALESCE("priority_display",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display" + "class_display", + "type_display", + "serviceType_display", + "priority_display" ) ) SELECT s.cnt_encounter_ref AS cnt, - p."enc_class_display", - p."enc_type_display", - p."enc_service_display", - p."enc_priority_display" + p."class_display", + p."type_display", + p."serviceType_display", + p."priority_display" FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE @@ -414,20 +414,20 @@ CREATE TABLE core__count_encounter_type AS ( -- ########################################################### -CREATE TABLE core__count_encounter_type_month AS ( +CREATE TABLE core__count_encounter_all_types_month AS ( WITH filtered_table AS ( SELECT s.subject_ref, s.encounter_ref, --noqa: disable=RF03, AL02 - s."enc_class_display", - s."enc_type_display", - s."enc_service_display", - s."enc_priority_display", - s."start_month" + s."class_display", + s."type_display", + s."serviceType_display", + s."priority_display", + s."period_start_month" --noqa: enable=RF03, AL02 - FROM core__encounter_type AS s + FROM core__encounter AS s WHERE s.status = 'finished' ), @@ -436,88 +436,88 @@ CREATE TABLE core__count_encounter_type_month AS ( subject_ref, encounter_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(enc_type_display AS varchar), + cast(type_display AS varchar), 'cumulus__none' - ) AS enc_type_display, + ) AS type_display, coalesce( - cast(enc_service_display AS varchar), + cast(serviceType_display AS varchar), 'cumulus__none' - ) AS enc_service_display, + ) AS serviceType_display, coalesce( - cast(enc_priority_display AS varchar), + cast(priority_display AS varchar), 'cumulus__none' - ) AS enc_priority_display, + ) AS priority_display, coalesce( - cast(start_month AS varchar), + cast(period_start_month AS varchar), 'cumulus__none' - ) AS start_month + ) AS period_start_month FROM filtered_table ), secondary_powerset AS ( SELECT count(DISTINCT encounter_ref) AS cnt_encounter_ref, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month", + "class_display", + "type_display", + "serviceType_display", + "priority_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_type_display",''), - COALESCE("enc_service_display",''), - COALESCE("enc_priority_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("type_display",''), + COALESCE("serviceType_display",''), + COALESCE("priority_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month" + "class_display", + "type_display", + "serviceType_display", + "priority_display", + "period_start_month" ) ), powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month", + "class_display", + "type_display", + "serviceType_display", + "priority_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_type_display",''), - COALESCE("enc_service_display",''), - COALESCE("enc_priority_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("type_display",''), + COALESCE("serviceType_display",''), + COALESCE("priority_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_type_display", - "enc_service_display", - "enc_priority_display", - "start_month" + "class_display", + "type_display", + "serviceType_display", + "priority_display", + "period_start_month" ) ) SELECT s.cnt_encounter_ref AS cnt, - p."enc_class_display", - p."enc_type_display", - p."enc_service_display", - p."enc_priority_display", - p."start_month" + p."class_display", + p."type_display", + p."serviceType_display", + p."priority_display", + p."period_start_month" FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE @@ -526,18 +526,18 @@ CREATE TABLE core__count_encounter_type_month AS ( -- ########################################################### -CREATE TABLE core__count_encounter_enc_type_month AS ( +CREATE TABLE core__count_encounter_type_month AS ( WITH filtered_table AS ( SELECT s.subject_ref, s.encounter_ref, --noqa: disable=RF03, AL02 - s."enc_class_display", - s."enc_type_display", - s."start_month" + s."class_display", + s."type_display", + s."period_start_month" --noqa: enable=RF03, AL02 - FROM core__encounter_type AS s + FROM core__encounter AS s WHERE s.status = 'finished' ), @@ -546,66 +546,66 @@ CREATE TABLE core__count_encounter_enc_type_month AS ( subject_ref, encounter_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(enc_type_display AS varchar), + cast(type_display AS varchar), 'cumulus__none' - ) AS enc_type_display, + ) AS type_display, coalesce( - cast(start_month AS varchar), + cast(period_start_month AS varchar), 'cumulus__none' - ) AS start_month + ) AS period_start_month FROM filtered_table ), secondary_powerset AS ( SELECT count(DISTINCT encounter_ref) AS cnt_encounter_ref, - "enc_class_display", - "enc_type_display", - "start_month", + "class_display", + "type_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_type_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("type_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_type_display", - "start_month" + "class_display", + "type_display", + "period_start_month" ) ), powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "enc_class_display", - "enc_type_display", - "start_month", + "class_display", + "type_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_type_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("type_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_type_display", - "start_month" + "class_display", + "type_display", + "period_start_month" ) ) SELECT s.cnt_encounter_ref AS cnt, - p."enc_class_display", - p."enc_type_display", - p."start_month" + p."class_display", + p."type_display", + p."period_start_month" FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE @@ -621,11 +621,11 @@ CREATE TABLE core__count_encounter_service_month AS ( s.subject_ref, s.encounter_ref, --noqa: disable=RF03, AL02 - s."enc_class_display", - s."enc_service_display", - s."start_month" + s."class_display", + s."serviceType_display", + s."period_start_month" --noqa: enable=RF03, AL02 - FROM core__encounter_type AS s + FROM core__encounter AS s WHERE s.status = 'finished' ), @@ -634,66 +634,66 @@ CREATE TABLE core__count_encounter_service_month AS ( subject_ref, encounter_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(enc_service_display AS varchar), + cast(serviceType_display AS varchar), 'cumulus__none' - ) AS enc_service_display, + ) AS serviceType_display, coalesce( - cast(start_month AS varchar), + cast(period_start_month AS varchar), 'cumulus__none' - ) AS start_month + ) AS period_start_month FROM filtered_table ), secondary_powerset AS ( SELECT count(DISTINCT encounter_ref) AS cnt_encounter_ref, - "enc_class_display", - "enc_service_display", - "start_month", + "class_display", + "serviceType_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_service_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("serviceType_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_service_display", - "start_month" + "class_display", + "serviceType_display", + "period_start_month" ) ), powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "enc_class_display", - "enc_service_display", - "start_month", + "class_display", + "serviceType_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_service_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("serviceType_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_service_display", - "start_month" + "class_display", + "serviceType_display", + "period_start_month" ) ) SELECT s.cnt_encounter_ref AS cnt, - p."enc_class_display", - p."enc_service_display", - p."start_month" + p."class_display", + p."serviceType_display", + p."period_start_month" FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE @@ -709,11 +709,11 @@ CREATE TABLE core__count_encounter_priority_month AS ( s.subject_ref, s.encounter_ref, --noqa: disable=RF03, AL02 - s."enc_class_display", - s."enc_priority_display", - s."start_month" + s."class_display", + s."priority_display", + s."period_start_month" --noqa: enable=RF03, AL02 - FROM core__encounter_type AS s + FROM core__encounter AS s WHERE s.status = 'finished' ), @@ -722,66 +722,66 @@ CREATE TABLE core__count_encounter_priority_month AS ( subject_ref, encounter_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(enc_priority_display AS varchar), + cast(priority_display AS varchar), 'cumulus__none' - ) AS enc_priority_display, + ) AS priority_display, coalesce( - cast(start_month AS varchar), + cast(period_start_month AS varchar), 'cumulus__none' - ) AS start_month + ) AS period_start_month FROM filtered_table ), secondary_powerset AS ( SELECT count(DISTINCT encounter_ref) AS cnt_encounter_ref, - "enc_class_display", - "enc_priority_display", - "start_month", + "class_display", + "priority_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_priority_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("priority_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_priority_display", - "start_month" + "class_display", + "priority_display", + "period_start_month" ) ), powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "enc_class_display", - "enc_priority_display", - "start_month", + "class_display", + "priority_display", + "period_start_month", concat_ws( '-', - COALESCE("enc_class_display",''), - COALESCE("enc_priority_display",''), - COALESCE("start_month",'') + COALESCE("class_display",''), + COALESCE("priority_display",''), + COALESCE("period_start_month",'') ) AS id FROM null_replacement GROUP BY cube( - "enc_class_display", - "enc_priority_display", - "start_month" + "class_display", + "priority_display", + "period_start_month" ) ) SELECT s.cnt_encounter_ref AS cnt, - p."enc_class_display", - p."enc_priority_display", - p."start_month" + p."class_display", + p."priority_display", + p."period_start_month" FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE @@ -869,11 +869,11 @@ CREATE TABLE core__count_observation_lab_month AS ( SELECT s.subject_ref, s.observation_ref, - e.enc_class_display, + e.class_display, --noqa: disable=RF03, AL02 - s."lab_month", - s."lab_code", - s."lab_result_display" + s."effectiveDateTime_month", + s."observation_code", + s."valueCodeableConcept_display" --noqa: enable=RF03, AL02 FROM core__observation_lab AS s INNER JOIN core__encounter AS e @@ -886,46 +886,46 @@ CREATE TABLE core__count_observation_lab_month AS ( subject_ref, observation_ref, coalesce( - cast(enc_class_display AS varchar), + cast(class_display AS varchar), 'cumulus__none' - ) AS enc_class_display, + ) AS class_display, coalesce( - cast(lab_month AS varchar), + cast(effectiveDateTime_month AS varchar), 'cumulus__none' - ) AS lab_month, + ) AS effectiveDateTime_month, coalesce( - cast(lab_code AS varchar), + cast(observation_code AS varchar), 'cumulus__none' - ) AS lab_code, + ) AS observation_code, coalesce( - cast(lab_result_display AS varchar), + cast(valueCodeableConcept_display AS varchar), 'cumulus__none' - ) AS lab_result_display + ) AS valueCodeableConcept_display FROM filtered_table ), secondary_powerset AS ( SELECT count(DISTINCT observation_ref) AS cnt_observation_ref, - "lab_month", - "lab_code", - "lab_result_display", - enc_class_display + "effectiveDateTime_month", + "observation_code", + "valueCodeableConcept_display", + class_display , concat_ws( '-', - COALESCE("lab_month",''), - COALESCE("lab_code",''), - COALESCE("lab_result_display",''), - COALESCE(enc_class_display,'') + COALESCE("effectiveDateTime_month",''), + COALESCE("observation_code",''), + COALESCE("valueCodeableConcept_display",''), + COALESCE(class_display,'') ) AS id FROM null_replacement GROUP BY cube( - "lab_month", - "lab_code", - "lab_result_display", - enc_class_display + "effectiveDateTime_month", + "observation_code", + "valueCodeableConcept_display", + class_display ) ), @@ -933,36 +933,36 @@ CREATE TABLE core__count_observation_lab_month AS ( powerset AS ( SELECT count(DISTINCT subject_ref) AS cnt_subject_ref, - "lab_month", - "lab_code", - "lab_result_display", - enc_class_display + "effectiveDateTime_month", + "observation_code", + "valueCodeableConcept_display", + class_display , concat_ws( '-', - COALESCE("lab_month",''), - COALESCE("lab_code",''), - COALESCE("lab_result_display",''), - COALESCE(enc_class_display,'') + COALESCE("effectiveDateTime_month",''), + COALESCE("observation_code",''), + COALESCE("valueCodeableConcept_display",''), + COALESCE(class_display,'') ) AS id FROM null_replacement GROUP BY cube( - "lab_month", - "lab_code", - "lab_result_display", - enc_class_display + "effectiveDateTime_month", + "observation_code", + "valueCodeableConcept_display", + class_display ) ) SELECT s.cnt_observation_ref AS cnt, - p."lab_month", - p."lab_code", - p."lab_result_display", - p.enc_class_display + p."effectiveDateTime_month", + p."observation_code", + p."valueCodeableConcept_display", + p.class_display FROM powerset AS p JOIN secondary_powerset AS s on s.id = p.id WHERE diff --git a/cumulus_library/studies/core/study_period.sql b/cumulus_library/studies/core/study_period.sql index a581aa97..000d14bb 100644 --- a/cumulus_library/studies/core/study_period.sql +++ b/cumulus_library/studies/core/study_period.sql @@ -1,46 +1,46 @@ CREATE TABLE core__study_period AS WITH documented_encounter AS ( SELECT DISTINCT - ce.start_date, - ce.start_week, - ce.start_month, - ce.end_date, + ce.period_start_day, + ce.period_start_week, + ce.period_start_month, + ce.period_end_day, ce.age_at_visit, - cd.author_date, - cd.author_week, - cd.author_month, - cd.author_year, + cdr.author_day, + cdr.author_week, + cdr.author_month, + cdr.author_year, cp.gender, cp.race_display, cp.ethnicity_display, cp.subject_ref, ce.encounter_ref, ce.status, - cd.doc_ref, - 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, 'None') AS doc_type_display + cdr.documentreference_ref, + date_diff('day', ce.period_start_day, date(cdr.author_day)) AS diff_enc_note_days, + coalesce(ce.class_code, 'None') AS enc_class_code, + coalesce(ce.class_display, 'None') AS enc_class_display, + coalesce(cdr.type_code, 'None') AS doc_type_code, + coalesce(cdr.type_display, 'None') AS doc_type_display FROM core__patient AS cp, core__encounter AS ce, - core__documentreference AS cd + core__documentreference AS cdr WHERE (cp.subject_ref = ce.subject_ref) - AND (ce.encounter_ref = cd.encounter_ref) - AND (cd.author_date BETWEEN date('2016-06-01') AND current_date) - AND (ce.start_date BETWEEN date('2016-06-01') AND current_date) - AND (ce.end_date BETWEEN date('2016-06-01') AND current_date) + AND (ce.encounter_ref = cdr.encounter_ref) + AND (cdr.author_day BETWEEN date('2016-06-01') AND current_date) + AND (ce.period_start_day BETWEEN date('2016-06-01') AND current_date) + AND (ce.period_end_day BETWEEN date('2016-06-01') AND current_date) ) SELECT - de.start_date, - de.start_week, - de.start_month, - de.end_date, + de.period_start_day, + de.period_start_week, + de.period_start_month, + de.period_end_day, de.age_at_visit, - de.author_date, + de.author_day, de.author_week, de.author_month, de.author_year, @@ -50,7 +50,7 @@ SELECT de.subject_ref, de.encounter_ref, de.status, - de.doc_ref, + de.documentreference_ref, de.diff_enc_note_days, de.enc_class_code, de.enc_class_display, @@ -63,6 +63,6 @@ LEFT JOIN core__ed_note AS ed CREATE TABLE core__meta_date AS SELECT - min(start_date) AS min_date, - max(end_date) AS max_date + min(period_start_day) AS min_date, + max(period_end_day) AS max_date FROM core__study_period; diff --git a/docs/core-study-details.md b/docs/core-study-details.md index d56e7f30..8d522972 100644 --- a/docs/core-study-details.md +++ b/docs/core-study-details.md @@ -27,6 +27,25 @@ for more information. # Table format +Unless otherwise noted, column names correspond to a FHIR path relative to the resource +table in question, with resources delineated by underscores. So, 'category_code' in the +Condition table would correspond to the code element inside of the category element of +the Condition resource. + +Common exceptions to this rule: + +- `cnt` is a Cumulus specific notation for a column that contains counts of resources. +- `age_at_visit` is calculated from a Patient's birthDate and the period.start.day of an Encounter +- `postalcode_3` is calculated from a Patient's address.postalCode +- The Encounter resource includes several elements from the referenced Patient (`gender`, `postalcode_3`, + and the US Core race and ethnicity extensions) that are commonly used in informatics analysis + +The core tables include all FHIR required/must support fields noted in the +[FHIR resource profiles(http://hl7.org/fhir/us/core/STU4/artifacts.html#structures-resource-profiles). +Additionally, there are fields that are useful to informatics analysis that are commonly available +from EHRs, but are not guaranteed to be populated, so consult with your research partners if +you are authoring a study using some of these data elements. + ## core count tables @@ -35,9 +54,9 @@ for more information. | Column | Type |Description| |------------------|-------|-----------| |cnt |bigint |count | -|cond_category_code|varchar|Encounter Code (Healthcare Setting)| -|cond_month |varchar|Month condition recorded| -|cond_code_display |varchar|Condition code| +|category_code |varchar|Encounter Code (Healthcare Setting)| +|recordeddate_month|varchar|Month condition recorded| +|code_display |varchar|Condition code| ### core__count_documentreference_month @@ -45,97 +64,87 @@ for more information. | Column | Type |Description| |-----------------|-------|-----------| |cnt |bigint |Count | -|doc_type_display |varchar|Type of Document (display)| -|author_month |varchar|Month document was authored| -|enc_class_display|varchar|Encounter Code (Healthcare Setting)| - - -### core__count_encounter_enc_type_month - -| Column | Type |Description| -|-----------------|-------|-----------| -|cnt |bigint |Count | -|enc_class_display|varchar|Encounter Code (Healthcare Setting)| -|enc_type_display |varchar|Encounter Type| -|start_month |varchar|Month encounter recorded| +|type_display |varchar|Type of Document (display)| +|author_month|varchar|Month document was authored| +|class_display|varchar|Encounter Code (Healthcare Setting)| -### core__count_encounter_month +### core__count_encounter_all_types -| Column | Type |Description| -|-----------------|-------|-----------| -|cnt |bigint |Count | -|start_month |varchar|Month encounter recorded| -|enc_class_display|varchar|Encounter Code (Healthcare Setting| -|age_at_visit |varchar|Patient Age at Encounter| -|gender |varchar|Biological sex at birth| -|race_display |varchar|Patient reported race| -|ethnicity_display|varchar|Patient reported ethnicity| +| Column | Type |Description| +|--------------------|-------|-----------| +|cnt |bigint |Count | +|class_display |varchar|Encounter Code (Healthcare Setting)| +|type_display |varchar|Encounter Type| +|service_display |varchar|Encounter Service| +|priority_display |varchar|Encounter Priority| -### core__count_encounter_priority_month +### core__count_encounter_all_types_month | Column | Type |Description| |--------------------|-------|-----------| |cnt |bigint |Count | -|enc_class_display |varchar|Encounter Code (Healthcare Setting)| -|enc_priority_display|varchar|Encounter Priority| -|start_month |varchar|Month encounter recorded| +|class_display |varchar|Encounter Code (Healthcare Setting)| +|type_display |varchar|Encounter Type| +|service_display |varchar|Encounter Service| +|priority_display |varchar|Encounter Priority| +|period_start_month |varchar|Month encounter recorded| -### core__count_encounter_service_month +### core__count_encounter_month -| Column | Type |Description| -|-------------------|-------|-----------| -|cnt |bigint |Count | -|enc_class_display |varchar|Encounter Code (Healthcare Setting)| -|enc_service_display|varchar|Encounter Service| -|start_month |varchar|Month encounter recorded| +| Column | Type |Description| +|------------------|-------|-----------| +|cnt |bigint |Count | +|period_start_month|varchar|Month encounter recorded| +|class_display |varchar|Encounter Code (Healthcare Setting| +|age_at_visit |varchar|Patient Age at Encounter| +|gender |varchar|Biological sex at birth| +|race_display |varchar|Patient reported race| +|ethnicity_display |varchar|Patient reported ethnicity| -### core__count_encounter_type +### core__count_encounter_priority_month | Column | Type |Description| |--------------------|-------|-----------| |cnt |bigint |Count | -|enc_class_display |varchar|Encounter Code (Healthcare Setting)| -|enc_type_display |varchar|Encounter Type| -|enc_service_display |varchar|Encounter Service| -|enc_priority_display|varchar|Encounter Priority| +|class_display |varchar|Encounter Code (Healthcare Setting)| +|priority_display |varchar|Encounter Priority| +|period_start_month |varchar|Month encounter recorded| -### core__count_encounter_type_month +### core__count_encounter_service_month -| Column | Type |Description| -|--------------------|-------|-----------| -|cnt |bigint |Count | -|enc_class_display |varchar|Encounter Code (Healthcare Setting)| -|enc_type_display |varchar|Encounter Type| -|enc_service_display |varchar|Encounter Service| -|enc_priority_display|varchar|Encounter Priority| -|start_month |varchar|Month encounter recorded| +| Column | Type |Description| +|-------------------|-------|-----------| +|cnt |bigint |Count | +|class_display |varchar|Encounter Code (Healthcare Setting)| +|service_display |varchar|Encounter Service| +|period_start_month |varchar|Month encounter recorded| ### core__count_medicationrequest_month -| Column | Type |Description| -|----------------|-------|-----------| -|cnt |bigint |Count | -|status |varchar|Perscribing event state| -|intent |varchar|Medication order kind| -|authoredon_month|varchar|Month medication request issued| -|rx_display |varchar|Medication Name| +| Column | Type |Description| +|------------------|-------|-----------| +|cnt |bigint |Count | +|status |varchar|Perscribing event state| +|intent |varchar|Medication order kind| +|authoredon_month |varchar|Month medication request issued| +|medication_display|varchar|Medication Name| ### core__count_observation_lab_month -| Column | Type |Description| -|------------------|-------|-----------| -|cnt |bigint |Count | -|lab_month |varchar|Month of lab result| -|lab_code |varchar|Lab result coding| -|lab_result_display|varchar|Lab result display text| -|enc_class_display |varchar|Encounter Code (Healthcare Setting)| +| Column | Type |Description| +|----------------------------|-------|-----------| +|cnt |bigint |Count | +|effectivedatetime_month |varchar|Month of lab result| +|observation_code |varchar|Lab result coding| +|valuecodeableconcept_display|varchar|Lab result display text| +|class_display |varchar|Encounter Code (Healthcare Setting)| ### core__count_patient @@ -147,6 +156,7 @@ for more information. |race_display |varchar|Patient reported race| |ethnicity_display|varchar|Patient reported ethnicity| + ## core base tables ### core__condition @@ -163,9 +173,9 @@ for more information. |encounter_ref |varchar| | |condition_ref |varchar| | |recordeddate |date | | -|recorded_week |date | | -|recorded_month |date | | -|recorded_year |date | | +|recordeddate_week |date | | +|recordeddate_month |date | | +|recordeddate_year |date | | |clinicalstatus_code |varchar| | |verificationstatus_code|varchar| | @@ -192,24 +202,24 @@ for more information. ### core__documentreference -| Column | Type |Description| -|--------------------|------------|-----------| -|id |varchar | | -|status |varchar | | -|doc_type_code |varchar | | -|doc_type_code_system|varchar | | -|doc_type_display |varchar | | -|doc_category_code |varchar | | -|docstatus |varchar | | -|date |timestamp(3)| | -|author_date |date | | -|author_week |date | | -|author_month |date | | -|author_year |date | | -|doc_format_code |varchar | | -|subject_ref |varchar | | -|encounter_ref |varchar | | -|doc_ref |varchar | | +| Column | Type |Description| +|---------------------|------------|-----------| +|id |varchar | | +|status |varchar | | +|type_code |varchar | | +|type_code_system |varchar | | +|type_display |varchar | | +|category_code |varchar | | +|docstatus |varchar | | +|date |timestamp(3)| | +|author_day |date | | +|author_week |date | | +|author_month |date | | +|author_year |date | | +|format_code |varchar | | +|subject_ref |varchar | | +|encounter_ref |varchar | | +|documentreference_ref|varchar | | ### core__documentreference_dn_category @@ -260,30 +270,35 @@ for more information. |--------------------------------|-----------|-----------| |id |varchar | | |status |varchar | | -|enc_class_code |varchar(6) | | -|enc_class_display |varchar(21)| | +|class_code |varchar(6) | | +|class_display |varchar(21)| | |type_code |varchar | | |type_code_system |varchar | | +|type_display |varchar | | |sevicetype_code |varchar | | |sevicetype_code_system |varchar | | +|servicetype_display |varchar | | |priority_code |varchar | | |priority_code_system |varchar | | +|priority_display |varchar | | |reasoncode_code |varchar | | |reasoncode_code_system |varchar | | +|reasoncode_display |varchar | | |dischargedisposition_code |varchar | | |dischargedisposition_code_system|varchar | | +|dischargedisposition_display |varchar | | |age_at_visit |bigint | | -|start_date |date | | -|end_date |date | | -|start_week |date | | -|start_month |date | | -|start_year |date | | -|subject_ref |varchar | | -|encounter_ref |varchar | | |gender |varchar | | |race_display |varchar | | |ethnicity_display |varchar | | -|postalcode3 |varchar | | +|postalcode_3 |varchar | | +|period_start_day |date | | +|period_end_day |date | | +|period_start_week |date | | +|period_start_month |date | | +|period_start_year |date | | +|subject_ref |varchar | | +|encounter_ref |varchar | | ### core__encounter_dn_dischargedisposition @@ -346,39 +361,6 @@ for more information. |display |varchar| | -### core__encounter_type - -| Column | Type |Description| -|----------------------|-----------|-----------| -|id |varchar | | -|enc_class_code |varchar(6) | | -|enc_class_display |varchar(21)| | -|enc_type_system |varchar | | -|enc_type_code |varchar | | -|enc_type_display |varchar | | -|enc_service_system |varchar | | -|enc_service_code |varchar | | -|enc_service_display |varchar | | -|enc_priority_system |varchar | | -|enc_priority_code |varchar | | -|enc_priority_display |varchar | | -|enc_reasoncode_code |varchar | | -|enc_reasoncode_display|varchar | | -|status |varchar | | -|age_at_visit |bigint | | -|start_date |date | | -|end_date |date | | -|start_week |date | | -|start_month |date | | -|start_year |date | | -|subject_ref |varchar | | -|encounter_ref |varchar | | -|gender |varchar | | -|race_display |varchar | | -|ethnicity_display |varchar | | -|postalcode3 |varchar | | - - ### core__fhir_act_encounter_code_v3 |Column | Type |Description| @@ -436,19 +418,22 @@ for more information. ### core__medicationrequest -| Column | Type |Description| -|--------------------|-------|-----------| -|id |varchar| | -|status |varchar| | -|intent |varchar| | -|authoredon |date | | -|authoredon_month |date | | -|category_code |varchar| | -|category_code_system|varchar| | -|rx_code_system |varchar| | -|rx_code |varchar| | -|rx_display |varchar| | -|subject_ref |varchar| | +| Column | Type |Description| +|----------------------|-------|-----------| +|id |varchar| | +|status |varchar| | +|intent |varchar| | +|category_code |varchar| | +|category_code_system |varchar| | +|reportedboolean |boolean| | +|medication_code_system|varchar| | +|medication_code |varchar| | +|medication_display |varchar| | +|authoredon |date | | +|authoredon_month |date | | +|dosageinstruction_text|varchar| | +|subject_ref |varchar| | +|encounter_ref |varchar| | ### core__medicationrequest_dn_category @@ -461,6 +446,16 @@ for more information. |display |varchar| | +### core__medicationrequest_dn_medication + +| Column | Type |Description| +|-----------|-------|-----------| +|id |varchar| | +|code |varchar| | +|code_system|varchar| | +|display |varchar| | + + ### core__meta_date | Column |Type|Description| @@ -489,10 +484,10 @@ for more information. |interpretation_code |varchar| | |interpretation_code_system |varchar| | |interpretation_display |varchar| | -|obs_date |date | | -|obs_week |date | | -|obs_month |date | | -|obs_year |date | | +|effectivedatetime_day |date | | +|effectivedatetime_week |date | | +|effectivedatetime_month |date | | +|effectivedatetime_year |date | | |valuecodeableconcept_code |varchar| | |valuecodeableconcept_code_system|varchar| | |valuecodeableconcept_display |varchar| | @@ -562,24 +557,24 @@ for more information. ### core__observation_lab -| Column | Type |Description| -|----------------------|-------|-----------| -|id |varchar| | -|lab_code |varchar| | -|lab_code_system |varchar| | -|category_code |varchar| | -|category_code_system |varchar| | -|lab_result_code |varchar| | -|lab_result_code_system|varchar| | -|lab_result_display |varchar| | -|lab_date |date | | -|lab_week |date | | -|lab_month |date | | -|lab_year |date | | -|status |varchar| | -|subject_ref |varchar| | -|encounter_ref |varchar| | -|observation_ref |varchar| | +| Column | Type |Description| +|--------------------------------|-------|-----------| +|id |varchar| | +|observation_code |varchar| | +|observation_code_system |varchar| | +|category_code |varchar| | +|category_code_system |varchar| | +|valuecodeableconcept_code |varchar| | +|valuecodeableconcept_code_system|varchar| | +|valuecodeableconcept_display |varchar| | +|effectivedatetime_day |date | | +|effectivedatetime_week |date | | +|effectivedatetime_month |date | | +|effectivedatetime_year |date | | +|status |varchar| | +|subject_ref |varchar| | +|encounter_ref |varchar| | +|observation_ref |varchar| | ### core__observation_vital_signs @@ -598,10 +593,10 @@ for more information. |interpretation_code |varchar| | |interpretation_code_system |varchar| | |interpretation_display |varchar| | -|obs_date |date | | -|obs_week |date | | -|obs_month |date | | -|obs_year |date | | +|effectivedatetime_day |date | | +|effectivedatetime_week |date | | +|effectivedatetime_month |date | | +|effectivedatetime_year |date | | |subject_ref |varchar| | |encounter_ref |varchar| | |observation_ref |varchar| | @@ -614,7 +609,7 @@ for more information. |id |varchar| | |gender |varchar| | |birthdate |date | | -|postalcode3 |varchar| | +|postalcode_3 |varchar| | |subject_ref |varchar| | |race_display |varchar| | |ethnicity_display|varchar| | @@ -642,27 +637,27 @@ for more information. ### core__study_period -| Column | Type |Description| -|------------------|-----------|-----------| -|start_date |date | | -|start_week |date | | -|start_month |date | | -|end_date |date | | -|age_at_visit |bigint | | -|author_date |date | | -|author_week |date | | -|author_month |date | | -|author_year |date | | -|gender |varchar | | -|race_display |varchar | | -|ethnicity_display |varchar | | -|subject_ref |varchar | | -|encounter_ref |varchar | | -|status |varchar | | -|doc_ref |varchar | | -|diff_enc_note_days|bigint | | -|enc_class_code |varchar(6) | | -|enc_class_display |varchar(21)| | -|doc_type_code |varchar | | -|doc_type_display |varchar | | -|ed_note |boolean | | +| Column | Type |Description| +|---------------------|-----------|-----------| +|period_start_day |date | | +|period_start_week |date | | +|period_start_month |date | | +|period_end_day |date | | +|age_at_visit |bigint | | +|author_day |date | | +|author_week |date | | +|author_month |date | | +|author_year |date | | +|gender |varchar | | +|race_display |varchar | | +|ethnicity_display |varchar | | +|subject_ref |varchar | | +|encounter_ref |varchar | | +|status |varchar | | +|documentreference_ref|varchar | | +|diff_enc_note_days |bigint | | +|enc_class_code |varchar(6) | | +|enc_class_display |varchar(21)| | +|doc_type_code |varchar | | +|doc_type_display |varchar | | +|ed_note |boolean | | diff --git a/tests/conftest.py b/tests/conftest.py index b9a92a56..2d3cffb4 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -7,10 +7,13 @@ import numpy import pandas import pytest +from rich import console, table from cumulus_library.cli import StudyRunner from cumulus_library.databases import DatabaseCursor, create_db_backend +# Useful constants + MOCK_DATA_DIR = f"{Path(__file__).parent}/test_data/duckdb_data" ID_PATHS = { "condition": [["id"], ["encounter", "reference"], ["subject", "reference"]], @@ -30,14 +33,19 @@ "patient": [["id"]], } +# Utility functions + def get_sorted_table_data(cursor, table): num_cols = cursor.execute( f"SELECT count(*) FROM information_schema.columns WHERE table_name='{table}'" ).fetchone()[0] - return cursor.execute( + if num_cols == 0: + return [], [] + data = cursor.execute( f"SELECT * FROM '{table}' ORDER BY " f"{','.join(map(str, range(1,num_cols)))}" ).fetchall() + return data, cursor.description def modify_resource_column( @@ -151,6 +159,52 @@ def update_nested_obj(id_path, obj, i): f.write(json.dumps(row, default=str) + "\n") +# Debugging aids + + +def debug_table_schema(cursor, table): + table_schema = cursor.execute( + "select column_name, data_type from information_schema.columns " + f"where table_name='{table}'" + ).fetchall() + for line in table_schema: + print(line) + + +def debug_table_head(cursor, table, rows=3, cols="*"): + if isinstance(cols, list): + cols = ",".join(cols) + table_schema = cursor.execute(f"select {cols} from {table} limit {rows}").fetchall() + col_names = [] + for field in cursor.description: + col_names.append(field[0]) + for line in table_schema: + print(line) + print() + + +def debug_diff_tables(cols, found, ref, pos=0): + cols = cols if len(cols) > 0 else [] + found = found[pos] if len(found) > pos else [] + ref = ref[pos] if len(ref) > pos else [] + max_size = max(len(found), len(ref)) + diff_table = table.Table(title=f"Row {pos} delta") + diff_table.add_column("DB Column") + diff_table.add_column("Found in DB") + diff_table.add_column("Reference") + for i in range(0, max_size): + diff_table.add_row( + cols[i][0] if cols and i < len(cols) else "**None**", + str(found[i]) if i < len(found) else "**None**", + str(ref[i]) if i < len(ref) else "**None**", + ) + output = console.Console() + output.print(diff_table) + + +# Database fixtures + + @pytest.fixture def mock_db(tmp_path): """Provides a DuckDatabaseBackend for local testing""" diff --git a/tests/test_cli.py b/tests/test_cli.py index 17700507..61b9dc7a 100644 --- a/tests/test_cli.py +++ b/tests/test_cli.py @@ -308,7 +308,7 @@ 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"], 49), + (["build", "-t", "core"], ["export", "-t", "core"], 48), ( # checking that a study is loaded from a child directory # of a user-defined path diff --git a/tests/test_core.py b/tests/test_core.py index 27f526e1..9fdafe34 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -17,15 +17,15 @@ ("core__condition"), ("core__documentreference"), ("core__encounter"), - ("core__encounter_type"), ("core__medication"), ("core__medicationrequest"), ("core__observation"), ("core__observation_lab"), + ("core__patient"), ("core__count_condition_month"), ("core__count_documentreference_month"), ("core__count_encounter_month"), - ("core__count_encounter_type_month"), + ("core__count_encounter_all_types_month"), ("core__count_observation_lab_month"), ("core__count_medicationrequest_month"), ("core__count_patient"), @@ -36,22 +36,24 @@ def test_core_tables(mock_db_core, table): # The schema check is to ensure we have a consistent order for the data in # these files, mostly for making git history simpler in case of minor changes - table_rows = conftest.get_sorted_table_data(cursor, table) - + table_rows, cols = conftest.get_sorted_table_data(cursor, table) # For regenerating data if needed # with open(f"./tests/test_data/core/{table}.txt", "wt", encoding="UTF-8") as f: # for row in table_rows: # f.write(str(f"{row}\n")) - with open(f"./tests/test_data/core/{table}.txt", encoding="UTF-8") as f: ref_table = [] for row in f.readlines(): ref_table.append(eval(row)) # pylint: disable=eval-used - 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) + try: + 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) + except Exception as e: + conftest.debug_diff_tables(cols, table_rows, ref_table, pos=0) + raise e def test_core_count_missing_data(tmp_path, mock_db): @@ -71,7 +73,9 @@ def test_core_count_missing_data(tmp_path, mock_db): f"{Path(__file__).parent.parent}/cumulus_library/studies/core", stats_build=False, ) - table_rows = conftest.get_sorted_table_data(cursor, "core__count_encounter_month") + table_rows, cols = conftest.get_sorted_table_data( + cursor, "core__count_encounter_month" + ) # For regenerating data if needed # with open( # f"./tests/test_data/core/core__count_encounter_month_missing_data.txt", @@ -87,8 +91,14 @@ def test_core_count_missing_data(tmp_path, mock_db): ref_table = [] for row in f.readlines(): ref_table.append(eval(row)) # pylint: disable=eval-used - for row in ref_table: - assert row in table_rows + try: + for row in ref_table: + assert row in table_rows + for row in table_rows: + assert row in ref_table + except Exception as e: + conftest.debug_diff_tables(cols, table_rows, ref_table, pos=0) + raise e assert len(table_rows) == len(ref_table) @@ -194,7 +204,7 @@ def test_core_multiple_patient_addresses(tmp_path): ], ) con = testbed.build() - patients = con.sql("SELECT id, postalcode3 FROM core__patient").fetchall() + patients = con.sql("SELECT id, postalCode_3 FROM core__patient").fetchall() assert {("None", "cumulus__none"), ("Multi", "123")} == set(patients) diff --git a/tests/test_data/core/core__count_encounter_all_types_month.txt b/tests/test_data/core/core__count_encounter_all_types_month.txt new file mode 100644 index 00000000..2b60e5da --- /dev/null +++ b/tests/test_data/core/core__count_encounter_all_types_month.txt @@ -0,0 +1,48 @@ +(22, 'ambulatory', 'cumulus__none', 'cumulus__none', 'cumulus__none', '2018-06-01') +(22, 'ambulatory', 'cumulus__none', 'cumulus__none', None, '2018-06-01') +(22, 'ambulatory', 'cumulus__none', None, 'cumulus__none', '2018-06-01') +(22, 'ambulatory', 'cumulus__none', None, None, '2018-06-01') +(22, 'ambulatory', None, 'cumulus__none', 'cumulus__none', '2018-06-01') +(22, 'ambulatory', None, 'cumulus__none', None, '2018-06-01') +(22, 'ambulatory', None, None, 'cumulus__none', '2018-06-01') +(22, 'ambulatory', None, None, None, '2018-06-01') +(24, 'ambulatory', 'cumulus__none', 'cumulus__none', 'cumulus__none', '2018-07-01') +(24, 'ambulatory', 'cumulus__none', 'cumulus__none', None, '2018-07-01') +(24, 'ambulatory', 'cumulus__none', None, 'cumulus__none', '2018-07-01') +(24, 'ambulatory', 'cumulus__none', None, None, '2018-07-01') +(24, 'ambulatory', None, 'cumulus__none', 'cumulus__none', '2018-07-01') +(24, 'ambulatory', None, 'cumulus__none', None, '2018-07-01') +(24, 'ambulatory', None, None, 'cumulus__none', '2018-07-01') +(24, 'ambulatory', None, None, None, '2018-07-01') +(24, None, 'cumulus__none', 'cumulus__none', 'cumulus__none', '2018-06-01') +(24, None, 'cumulus__none', 'cumulus__none', None, '2018-06-01') +(24, None, 'cumulus__none', None, 'cumulus__none', '2018-06-01') +(24, None, 'cumulus__none', None, None, '2018-06-01') +(24, None, None, 'cumulus__none', 'cumulus__none', '2018-06-01') +(24, None, None, 'cumulus__none', None, '2018-06-01') +(24, None, None, None, 'cumulus__none', '2018-06-01') +(24, None, None, None, None, '2018-06-01') +(26, None, 'cumulus__none', 'cumulus__none', 'cumulus__none', '2018-07-01') +(26, None, 'cumulus__none', 'cumulus__none', None, '2018-07-01') +(26, None, 'cumulus__none', None, 'cumulus__none', '2018-07-01') +(26, None, 'cumulus__none', None, None, '2018-07-01') +(26, None, None, 'cumulus__none', 'cumulus__none', '2018-07-01') +(26, None, None, 'cumulus__none', None, '2018-07-01') +(26, None, None, None, 'cumulus__none', '2018-07-01') +(26, None, None, None, None, '2018-07-01') +(46, 'ambulatory', 'cumulus__none', 'cumulus__none', 'cumulus__none', None) +(46, 'ambulatory', 'cumulus__none', 'cumulus__none', None, None) +(46, 'ambulatory', 'cumulus__none', None, 'cumulus__none', None) +(46, 'ambulatory', 'cumulus__none', None, None, None) +(46, 'ambulatory', None, 'cumulus__none', 'cumulus__none', None) +(46, 'ambulatory', None, 'cumulus__none', None, None) +(46, 'ambulatory', None, None, 'cumulus__none', None) +(46, 'ambulatory', None, None, None, None) +(50, None, 'cumulus__none', 'cumulus__none', 'cumulus__none', None) +(50, None, 'cumulus__none', 'cumulus__none', None, None) +(50, None, 'cumulus__none', None, 'cumulus__none', None) +(50, None, 'cumulus__none', None, None, None) +(50, None, None, 'cumulus__none', 'cumulus__none', None) +(50, None, None, 'cumulus__none', None, None) +(50, None, None, None, 'cumulus__none', None) +(50, None, None, None, None, None) 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 30af337d..49bdbe0b 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__none', None, 'male', None, 'not hispanic or latino') -(10, '2018-07-01', None, None, 'male', None, 'not hispanic or latino') (10, '2018-07-01', 'cumulus__none', None, 'male', 'white', 'not hispanic or latino') +(10, '2018-07-01', 'cumulus__none', None, 'male', None, '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') +(12, '2018-06-01', 'cumulus__none', None, 'female', 'white', 'not hispanic or latino') (12, '2018-06-01', None, None, 'female', 'white', 'not hispanic or latino') -(12, '2018-07-01', 'cumulus__none', None, 'male', None, None) (12, '2018-07-01', 'cumulus__none', None, 'male', 'white', None) -(12, '2018-06-01', 'cumulus__none', None, 'female', 'white', 'not hispanic or latino') -(12, '2018-07-01', None, None, 'male', None, None) +(12, '2018-07-01', 'cumulus__none', None, 'male', None, None) (12, '2018-07-01', None, None, 'male', 'white', None) -(13, '2018-06-01', None, None, 'female', None, 'not hispanic or latino') +(12, '2018-07-01', None, None, 'male', None, None) (13, '2018-06-01', 'cumulus__none', None, 'female', None, 'not hispanic or latino') -(14, '2018-07-01', None, None, 'female', None, 'not hispanic or latino') -(14, '2018-07-01', 'cumulus__none', None, 'female', None, None) -(14, '2018-07-01', 'cumulus__none', None, 'female', 'white', 'not hispanic or latino') -(14, '2018-07-01', None, None, 'female', 'white', 'not hispanic or latino') -(14, '2018-07-01', 'cumulus__none', None, 'female', 'white', None) -(14, '2018-07-01', None, None, 'female', None, None) +(13, '2018-06-01', None, None, 'female', None, 'not hispanic or latino') (14, '2018-06-01', 'cumulus__none', None, 'female', 'white', None) -(14, '2018-07-01', 'cumulus__none', None, 'female', None, 'not hispanic or latino') (14, '2018-06-01', None, None, 'female', 'white', None) +(14, '2018-07-01', 'cumulus__none', None, 'female', 'white', None) +(14, '2018-07-01', 'cumulus__none', None, 'female', 'white', 'not hispanic or latino') +(14, '2018-07-01', 'cumulus__none', None, 'female', None, 'not hispanic or latino') +(14, '2018-07-01', 'cumulus__none', None, 'female', None, None) (14, '2018-07-01', None, None, 'female', 'white', None) +(14, '2018-07-01', None, None, 'female', 'white', 'not hispanic or latino') +(14, '2018-07-01', None, None, 'female', None, None) +(14, '2018-07-01', None, None, 'female', None, 'not hispanic or latino') (15, '2018-06-01', 'cumulus__none', None, 'female', None, None) (15, '2018-06-01', None, None, 'female', None, None) -(17, None, None, None, 'male', 'white', 'not hispanic or latino') (17, None, 'cumulus__none', None, 'male', 'white', 'not hispanic or latino') -(18, None, None, None, 'male', None, 'not hispanic or latino') +(17, None, None, None, 'male', 'white', 'not hispanic or latino') (18, None, 'cumulus__none', None, 'male', None, 'not hispanic or latino') -(19, None, None, None, 'male', 'white', None) -(19, None, 'cumulus__none', None, 'male', 'white', None) +(18, None, None, None, 'male', None, 'not hispanic or latino') (19, '2018-06-01', 'cumulus__none', None, None, 'white', 'not hispanic or latino') (19, '2018-06-01', None, None, None, 'white', 'not hispanic or latino') +(19, None, 'cumulus__none', None, 'male', 'white', None) +(19, None, None, None, 'male', 'white', None) +(21, '2018-06-01', 'cumulus__none', None, None, 'white', None) (21, '2018-06-01', 'cumulus__none', None, None, None, 'not hispanic or latino') (21, '2018-06-01', None, None, None, 'white', None) -(21, None, 'cumulus__none', None, 'male', None, None) -(21, '2018-06-01', 'cumulus__none', None, None, 'white', None) (21, '2018-06-01', None, None, None, None, 'not hispanic or latino') +(21, None, 'cumulus__none', None, 'male', None, None) (21, None, None, None, 'male', None, None) (24, '2018-06-01', 'cumulus__none', None, None, None, None) -(24, '2018-07-01', 'cumulus__none', None, None, None, 'not hispanic or latino') (24, '2018-06-01', None, None, None, None, None) -(24, '2018-07-01', None, None, None, None, 'not hispanic or latino') -(24, '2018-07-01', None, None, None, 'white', 'not hispanic or latino') (24, '2018-07-01', 'cumulus__none', None, None, 'white', 'not hispanic or latino') +(24, '2018-07-01', 'cumulus__none', None, None, None, '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') +(26, '2018-07-01', 'cumulus__none', None, None, 'white', None) +(26, '2018-07-01', 'cumulus__none', None, None, None, None) (26, '2018-07-01', None, None, None, 'white', None) (26, '2018-07-01', None, None, None, None, None) -(26, '2018-07-01', 'cumulus__none', None, None, None, None) -(26, '2018-07-01', 'cumulus__none', None, None, 'white', None) (26, None, 'cumulus__none', 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') (27, None, 'cumulus__none', None, 'female', None, 'not hispanic or latino') +(27, None, None, None, 'female', None, 'not hispanic or latino') (28, None, 'cumulus__none', None, 'female', 'white', None) (28, None, None, None, 'female', 'white', None) -(29, None, None, None, 'female', None, None) (29, None, 'cumulus__none', None, 'female', None, None) -(43, None, None, None, None, 'white', 'not hispanic or latino') +(29, None, None, None, 'female', None, None) (43, None, 'cumulus__none', None, None, 'white', 'not hispanic or latino') -(45, None, None, None, None, None, 'not hispanic or latino') +(43, None, None, None, None, 'white', 'not hispanic or latino') (45, None, 'cumulus__none', None, None, None, 'not hispanic or latino') -(47, None, None, None, None, 'white', None) +(45, None, None, None, None, None, 'not hispanic or latino') (47, None, 'cumulus__none', None, None, 'white', None) +(47, None, None, None, None, 'white', None) (50, None, 'cumulus__none', None, None, None, None) (50, None, None, None, None, None, None) diff --git a/tests/test_data/core/core__count_encounter_type_month.txt b/tests/test_data/core/core__count_encounter_type_month.txt deleted file mode 100644 index ab0a49d8..00000000 --- a/tests/test_data/core/core__count_encounter_type_month.txt +++ /dev/null @@ -1,24 +0,0 @@ -(22, 'ambulatory', None, 'None', 'None', '2018-06-01') -(22, 'ambulatory', None, 'None', None, '2018-06-01') -(22, 'ambulatory', None, None, 'None', '2018-06-01') -(22, 'ambulatory', None, None, None, '2018-06-01') -(24, 'ambulatory', None, 'None', 'None', '2018-07-01') -(24, 'ambulatory', None, 'None', None, '2018-07-01') -(24, 'ambulatory', None, None, 'None', '2018-07-01') -(24, 'ambulatory', None, None, None, '2018-07-01') -(24, None, None, 'None', 'None', '2018-06-01') -(24, None, None, 'None', None, '2018-06-01') -(24, None, None, None, 'None', '2018-06-01') -(24, None, None, None, None, '2018-06-01') -(26, None, None, 'None', 'None', '2018-07-01') -(26, None, None, 'None', None, '2018-07-01') -(26, None, None, None, 'None', '2018-07-01') -(26, None, None, None, None, '2018-07-01') -(46, 'ambulatory', None, 'None', 'None', None) -(46, 'ambulatory', None, 'None', None, None) -(46, 'ambulatory', None, None, 'None', None) -(46, 'ambulatory', None, None, None, None) -(50, None, None, 'None', 'None', None) -(50, None, None, 'None', None, None) -(50, None, None, None, 'None', None) -(50, None, None, None, None, None) diff --git a/tests/test_data/core/core__encounter.txt b/tests/test_data/core/core__encounter.txt index 9a65190e..742fdb69 100644 --- a/tests/test_data/core/core__encounter.txt +++ b/tests/test_data/core/core__encounter.txt @@ -1,50 +1,50 @@ -('029d1814-d7bf-0624-524d-7ccda5f320f6', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'black or african american', 'not hispanic or latino', '672') -('02eb4e14-1a6f-d968-2c26-c0cf5023afe0', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '660') -('03e34b19-2889-b828-792d-2a83400c55be', 'finished', 'EMER', 'emergency', None, None, 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', 'female', 'white', 'not hispanic or latino', '662') -('11381dc6-0e06-da55-0735-d1e7bbf8bb35', 'finished', 'EMER', 'emergency', None, None, 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', 'male', 'white', 'hispanic or latino', '672') -('1154d05c-8727-9373-4224-25b9fdba9ab3', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'hispanic or latino', '671') -('1d679c3a-2765-5e13-e2a3-4bd76a898fc6', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '662') -('299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'black or african american', 'hispanic or latino', '660') -('2b1ee164-6c87-420d-a9e2-6c235ebeef71', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '672') -('2f55edb9-a906-0b40-e183-89b1d65d1aa1', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '672') -('32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '662') -('366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', None, None, 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', 'male', 'black or african american', 'not hispanic or latino', '678') -('37604257-be1a-120f-81ee-336f81603f92', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', None, None, 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', 'male', 'white', 'not hispanic or latino', '666') -('4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '660') -('4c4d0730-201f-5b75-c657-8d0de09cc28f', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '676') -('5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '660') -('5c994000-aa78-2be5-e6cf-99f230d50c2f', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, '01', 'http://www.nubc.org/patient-discharge', 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', 'male', 'white', 'not hispanic or latino', '672') -('6565ef5c-30b9-8697-6ca6-2b77894d5437', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '668') -('65f8fdca-a949-80a0-8072-094e9aaee474', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '10509002', 'http://snomed.info/sct', None, None, 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', 'female', 'white', 'not hispanic or latino', '674') -('683b04eb-663a-849f-715f-4ccd70bf1524', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, 12, datetime.date(2018, 7, 26), datetime.date(2018, 7, 26), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'Encounter/683b04eb-663a-849f-715f-4ccd70bf1524', 'female', 'white', 'not hispanic or latino', '660') -('6a952afd-3be5-e27e-9e05-5a1e085e34d0', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '444814009', 'http://snomed.info/sct', 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/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'Encounter/6a952afd-3be5-e27e-9e05-5a1e085e34d0', 'male', 'white', 'not hispanic or latino', '674') -('75312bd2-d5ac-c62e-c9df-0004783725c7', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, 11, 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/3ae095ec-8fe0-133b-36d4-8785a6ad8df3', 'Encounter/75312bd2-d5ac-c62e-c9df-0004783725c7', 'female', 'white', 'not hispanic or latino', '662') -('75b68644-535d-bdc1-4c31-aa9fe7e1822f', 'finished', 'EMER', 'emergency', None, None, None, None, None, None, '55680006', 'http://snomed.info/sct', None, None, 25, datetime.date(2018, 6, 30), datetime.date(2018, 6, 30), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/82b8a670-4700-30e8-24a0-b83efa3c5e0a', 'Encounter/75b68644-535d-bdc1-4c31-aa9fe7e1822f', 'female', 'white', 'not hispanic or latino', '672') -('79d8f213-7847-646b-8a66-5da208cc1c27', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', None, None, 77, datetime.date(2018, 7, 14), datetime.date(2018, 7, 14), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/26a3984f-b2a8-e67f-7abc-ff147a0e6e35', 'Encounter/79d8f213-7847-646b-8a66-5da208cc1c27', 'male', 'white', 'not hispanic or latino', '674') -('83d0d564-3bbf-48eb-7445-bd2b81130671', 'finished', 'EMER', 'emergency', None, None, None, None, None, None, '55680006', 'http://snomed.info/sct', None, None, 69, datetime.date(2018, 6, 16), datetime.date(2018, 6, 17), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/16be855b-ece2-8b96-1ef9-a4d93adf3289', 'Encounter/83d0d564-3bbf-48eb-7445-bd2b81130671', 'male', 'white', 'not hispanic or latino', '660') -('8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '662') -('91f94a9d-69a7-e30a-cd1a-68c52dc01e70', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, 22, 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/a28be3e1-a6bd-7df4-fc81-1140848f8453', 'Encounter/91f94a9d-69a7-e30a-cd1a-68c52dc01e70', 'female', 'white', 'not hispanic or latino', '662') -('98d4bd14-d78e-debb-e7dc-2df7786aedf3', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, 89, datetime.date(2018, 7, 9), 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', 'male', 'white', 'hispanic or latino', '667') -('aa890974-162f-5906-dc71-2bb6d2185314', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', None, None, 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', 'male', 'white', 'not hispanic or latino', '672') -('aabb3ac3-c4a3-f613-9507-63280adb9209', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '675') -('b5974881-ae62-ddd6-b905-8c86c1ca9e33', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '271737000', 'http://snomed.info/sct', None, None, 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', 'male', 'white', 'not hispanic or latino', '675') -('b864bcd8-14e0-8bec-b7cc-f8629d91470e', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '662') -('ba84689e-2f9f-7cea-af1f-d69ffdd3a3eb', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '670') -('bca7cabc-b2fc-8a08-c69b-5bc0afa20d80', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '271737000', 'http://snomed.info/sct', None, None, 28, datetime.date(2018, 7, 13), datetime.date(2018, 7, 13), datetime.date(2018, 7, 9), 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'431857002', 'http://snomed.info/sct', None, None, 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', 'female', 'white', 'not hispanic or latino', '662') -('d73ed087-e0ae-78e0-7a05-1bac1060c476', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '667') -('dc5ed645-3979-e765-3e03-6ba2173027c3', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '671') -('de9d67de-6ae3-32f7-20f2-e719ae23a9a3', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '672') -('e5dabcb6-1d7a-7467-dbba-b864d0d5f5b0', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '662') -('e613f29d-7505-6f2e-a1f5-bfbec300752d', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, '88805009', 'http://snomed.info/sct', None, None, 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', 'female', 'white', 'not hispanic or latino', '667') -('e922a884-7039-a171-a65e-78051fe7afe6', 'finished', 'AMB', 'ambulatory', None, None, 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', 'male', 'white', 'not hispanic or latino', '665') -('ed151e04-3dd6-8cb7-a3e5-777c8a8667f1', 'finished', 'AMB', 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None, 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', 'female', 'white', 'not hispanic or latino', '661') -('fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'finished', 'AMB', 'ambulatory', None, None, 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', 'female', 'white', 'not hispanic or latino', '672') +('029d1814-d7bf-0624-524d-7ccda5f320f6', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 15, 'female', 'black or african american', 'not hispanic or latino', '672', 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') +('02eb4e14-1a6f-d968-2c26-c0cf5023afe0', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 57, 'female', 'white', 'not hispanic or latino', '660', 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') +('03e34b19-2889-b828-792d-2a83400c55be', 'finished', 'EMER', 'emergency', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 20, 'female', 'white', 'not hispanic or latino', '662', 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') +('11381dc6-0e06-da55-0735-d1e7bbf8bb35', 'finished', 'EMER', 'emergency', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 8, 'male', 'white', 'hispanic or latino', '672', 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') +('1154d05c-8727-9373-4224-25b9fdba9ab3', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 25, 'female', 'white', 'hispanic or latino', '671', 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') +('1d679c3a-2765-5e13-e2a3-4bd76a898fc6', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 50, 'male', 'white', 'not hispanic or latino', '662', 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') +('299b6495-3fe7-8db3-c494-6e1ce8b7986d', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 30, 'male', 'black or african american', 'hispanic or latino', '660', 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') +('2b1ee164-6c87-420d-a9e2-6c235ebeef71', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 15, 'male', 'white', 'not hispanic or latino', '672', 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') +('2f55edb9-a906-0b40-e183-89b1d65d1aa1', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 16, 'female', 'white', 'not hispanic or latino', '672', 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') +('32d0ae2d-1be8-9e90-a4da-4c222abd88a9', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 72, 'male', 'white', 'not hispanic or latino', '662', 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') +('366df7d3-2ea9-db22-7cdd-60fa8a5c45ca', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 'Chronic kidney disease stage 4 (disorder)', None, None, None, 66, 'male', 'black or african american', 'not hispanic or latino', '678', 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') +('37604257-be1a-120f-81ee-336f81603f92', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 'Chronic kidney disease stage 4 (disorder)', None, None, None, 48, 'male', 'white', 'not hispanic or latino', '666', 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') +('4b03a408-6694-88e3-0e63-3ee464ecd6cd', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 73, 'male', 'white', 'not hispanic or latino', '660', 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') +('4c4d0730-201f-5b75-c657-8d0de09cc28f', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 60, 'female', 'white', 'not hispanic or latino', '676', 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') +('5c3450fb-12f0-08f3-6e4d-8a5e433e19a4', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 46, 'female', 'white', 'not hispanic or latino', '660', 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') +('5c994000-aa78-2be5-e6cf-99f230d50c2f', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, '01', 'http://www.nubc.org/patient-discharge', 'Discharged to home care or self care (routine discharge)', 81, 'male', 'white', 'not hispanic or latino', '672', 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') +('6565ef5c-30b9-8697-6ca6-2b77894d5437', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 19, 'female', 'white', 'not hispanic or latino', '668', 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') +('65f8fdca-a949-80a0-8072-094e9aaee474', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '10509002', 'http://snomed.info/sct', 'Acute bronchitis (disorder)', None, None, None, 9, 'female', 'white', 'not hispanic or latino', '674', 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') +('683b04eb-663a-849f-715f-4ccd70bf1524', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 12, 'female', 'white', 'not hispanic or latino', '660', datetime.date(2018, 7, 26), datetime.date(2018, 7, 26), datetime.date(2018, 7, 23), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'Encounter/683b04eb-663a-849f-715f-4ccd70bf1524') +('6a952afd-3be5-e27e-9e05-5a1e085e34d0', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '444814009', 'http://snomed.info/sct', 'Viral sinusitis (disorder)', None, None, None, 16, 'male', 'white', 'not hispanic or latino', '674', 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/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'Encounter/6a952afd-3be5-e27e-9e05-5a1e085e34d0') +('75312bd2-d5ac-c62e-c9df-0004783725c7', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 11, 'female', 'white', 'not hispanic or latino', '662', 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/3ae095ec-8fe0-133b-36d4-8785a6ad8df3', 'Encounter/75312bd2-d5ac-c62e-c9df-0004783725c7') +('75b68644-535d-bdc1-4c31-aa9fe7e1822f', 'finished', 'EMER', 'emergency', None, None, None, None, None, None, None, None, None, '55680006', 'http://snomed.info/sct', 'Drug overdose', None, None, None, 25, 'female', 'white', 'not hispanic or latino', '672', datetime.date(2018, 6, 30), datetime.date(2018, 6, 30), datetime.date(2018, 6, 25), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/82b8a670-4700-30e8-24a0-b83efa3c5e0a', 'Encounter/75b68644-535d-bdc1-4c31-aa9fe7e1822f') +('79d8f213-7847-646b-8a66-5da208cc1c27', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 'Chronic kidney disease stage 4 (disorder)', None, None, None, 77, 'male', 'white', 'not hispanic or latino', '674', datetime.date(2018, 7, 14), datetime.date(2018, 7, 14), datetime.date(2018, 7, 9), datetime.date(2018, 7, 1), datetime.date(2018, 1, 1), 'Patient/26a3984f-b2a8-e67f-7abc-ff147a0e6e35', 'Encounter/79d8f213-7847-646b-8a66-5da208cc1c27') +('83d0d564-3bbf-48eb-7445-bd2b81130671', 'finished', 'EMER', 'emergency', None, None, None, None, None, None, None, None, None, '55680006', 'http://snomed.info/sct', 'Drug overdose', None, None, None, 69, 'male', 'white', 'not hispanic or latino', '660', datetime.date(2018, 6, 16), datetime.date(2018, 6, 17), datetime.date(2018, 6, 11), datetime.date(2018, 6, 1), datetime.date(2018, 1, 1), 'Patient/16be855b-ece2-8b96-1ef9-a4d93adf3289', 'Encounter/83d0d564-3bbf-48eb-7445-bd2b81130671') +('8ff1dc01-5a28-b2d8-3b42-4b7a7d539970', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 55, 'female', 'white', 'not hispanic or latino', '662', 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') +('91f94a9d-69a7-e30a-cd1a-68c52dc01e70', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 22, 'female', 'white', 'not hispanic or latino', '662', 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/a28be3e1-a6bd-7df4-fc81-1140848f8453', 'Encounter/91f94a9d-69a7-e30a-cd1a-68c52dc01e70') +('98d4bd14-d78e-debb-e7dc-2df7786aedf3', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 89, 'male', 'white', 'hispanic or latino', '667', datetime.date(2018, 7, 9), 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') +('aa890974-162f-5906-dc71-2bb6d2185314', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 'Chronic kidney disease stage 4 (disorder)', None, None, None, 50, 'male', 'white', 'not hispanic or latino', '672', 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') +('aabb3ac3-c4a3-f613-9507-63280adb9209', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 0, 'female', 'white', 'not hispanic or latino', '675', 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') +('b5974881-ae62-ddd6-b905-8c86c1ca9e33', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '271737000', 'http://snomed.info/sct', 'Anemia (disorder)', None, None, None, 41, 'male', 'white', 'not hispanic or latino', '675', 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') +('b864bcd8-14e0-8bec-b7cc-f8629d91470e', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 15, 'female', 'white', 'not hispanic or latino', '662', 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') +('ba84689e-2f9f-7cea-af1f-d69ffdd3a3eb', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 39, 'female', 'white', 'not hispanic or latino', '670', 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') +('bca7cabc-b2fc-8a08-c69b-5bc0afa20d80', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '271737000', 'http://snomed.info/sct', 'Anemia (disorder)', None, None, None, 28, 'female', 'white', 'not hispanic or latino', '674', 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') +('beb26500-4ccd-ce0a-44f6-74f44be5fafe', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 14, 'female', 'white', 'not hispanic or latino', '667', 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') +('c4605953-3103-ede6-e0c0-e0588e6f019e', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 61, 'female', 'white', 'not hispanic or latino', '675', 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') +('c6ec2350-43d4-abab-2e84-4d2aadb337a7', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 53, 'male', 'white', 'not hispanic or latino', '678', 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') +('ca45bbef-ef2a-3b3c-ea5e-76bcd5865780', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '72892002', 'http://snomed.info/sct', 'Normal pregnancy', None, None, None, 48, 'female', 'white', 'hispanic or latino', '672', 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') +('d2782687-6885-037c-957d-579fbd681d2a', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 54, 'male', 'white', 'not hispanic or latino', '000', 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') +('d5f342b7-017c-f2e7-8697-5a038c91518e', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '72892002', 'http://snomed.info/sct', 'Normal pregnancy', None, None, None, 20, 'female', 'white', 'not hispanic or latino', '660', 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') +('d735c414-9dd3-c9b1-285c-8da79a7fbbdf', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 'Chronic kidney disease stage 4 (disorder)', None, None, None, 61, 'female', 'white', 'not hispanic or latino', '662', 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') +('d73ed087-e0ae-78e0-7a05-1bac1060c476', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 45, 'female', 'white', 'not hispanic or latino', '667', 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') +('dc5ed645-3979-e765-3e03-6ba2173027c3', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 90, 'male', 'white', 'not hispanic or latino', '671', 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') +('de9d67de-6ae3-32f7-20f2-e719ae23a9a3', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 3, 'male', 'white', 'not hispanic or latino', '672', 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') +('e5dabcb6-1d7a-7467-dbba-b864d0d5f5b0', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 49, 'female', 'white', 'not hispanic or latino', '662', 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') +('e613f29d-7505-6f2e-a1f5-bfbec300752d', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '88805009', 'http://snomed.info/sct', 'Chronic congestive heart failure (disorder)', None, None, None, 84, 'female', 'white', 'not hispanic or latino', '667', 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') +('e922a884-7039-a171-a65e-78051fe7afe6', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 1, 'male', 'white', 'not hispanic or latino', '665', 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') +('ed151e04-3dd6-8cb7-a3e5-777c8a8667f1', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '195662009', 'http://snomed.info/sct', 'Acute viral pharyngitis (disorder)', None, None, None, 57, 'female', 'white', 'not hispanic or latino', '000', 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') +('f2752dd7-1bf1-739d-dd8c-40122d0b63bc', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '161665007', 'http://snomed.info/sct', 'History of renal transplant (situation)', None, None, None, 77, 'male', 'white', 'not hispanic or latino', '674', datetime.date(2018, 6, 1), datetime.date(2018, 6, 2), 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') +('f964be66-3fcd-95c8-0021-71c7d24c91b7', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, '431857002', 'http://snomed.info/sct', 'Chronic kidney disease stage 4 (disorder)', None, None, None, 63, 'female', 'white', 'not hispanic or latino', '661', 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') +('fd0754a4-e96d-cba7-b3c0-77697a09c86e', 'finished', 'AMB', 'ambulatory', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 100, 'female', 'white', 'not hispanic or latino', '672', 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') diff --git a/tests/test_data/core/core__patient.txt b/tests/test_data/core/core__patient.txt index e5653e4d..df869e73 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, 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', 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'Patient/9eaa056b-1efc-0cc8-70ff-62c8f704cc13', 'white', 'not hispanic or latino') +('a28be3e1-a6bd-7df4-fc81-1140848f8453', 'female', datetime.date(1996, 10, 25), '662', 'Patient/a28be3e1-a6bd-7df4-fc81-1140848f8453', 'white', 'not hispanic or latino') +('a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'female', datetime.date(1972, 1, 13), '660', 'Patient/a46846ca-3f95-2cbb-3a9d-5eae150a0273', 'white', 'not hispanic or latino') +('a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'female', datetime.date(1957, 5, 24), '675', 'Patient/a5b171a7-9b28-20e7-86a7-936ecbf55f36', 'white', 'not hispanic or latino') +('a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'female', datetime.date(1955, 6, 18), '661', 'Patient/a5bc08ea-9462-c4f5-1bd2-ff342598ac99', 'white', 'not hispanic or latino') +('ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'male', datetime.date(1928, 5, 12), '671', 'Patient/ac91b90d-97e4-4fc5-41cd-036bac49e6e8', 'white', 'not hispanic or latino') +('ad239efc-637c-e428-c829-b87e700d5446', 'male', datetime.date(1952, 1, 4), '678', 'Patient/ad239efc-637c-e428-c829-b87e700d5446', 'black or african american', 'not hispanic or latino') +('ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'female', datetime.date(1998, 11, 16), '662', 'Patient/ad3ed58a-5645-af0a-eeca-ab543123a8aa', 'white', 'not hispanic or latino') +('c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'female', datetime.date(1963, 5, 12), '662', 'Patient/c1bfec36-dc2c-afc8-c767-3d35ed2bf6f0', 'white', 'not hispanic or latino') +('c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'female', datetime.date(2003, 7, 4), '662', 'Patient/c20e5afd-30df-ac3d-6684-cc29438a9bc4', 'white', 'not hispanic or latino') +('c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'female', datetime.date(1961, 4, 26), '660', 'Patient/c7ad408d-fcae-b54a-eb1d-26d48f7a5f84', 'white', 'not hispanic or latino') +('c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'male', datetime.date(1968, 11, 8), '672', 'Patient/c7c5c028-f1fb-962b-8db2-dfd4c6d6b02a', 'white', 'not hispanic or latino') +('cb8c0665-30ee-479c-8994-d29f1a6848b0', 'male', datetime.date(1968, 6, 7), '662', 'Patient/cb8c0665-30ee-479c-8994-d29f1a6848b0', 'white', 'not hispanic or latino') +('cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'female', datetime.date(2006, 7, 6), '660', 'Patient/cc9fb8e2-fe52-b72a-aebb-9d10260f121b', 'white', 'not hispanic or latino') +('d3c0274f-f42b-8d2b-15f2-82331e723383', 'female', datetime.date(1999, 2, 4), '668', 'Patient/d3c0274f-f42b-8d2b-15f2-82331e723383', 'white', 'not hispanic or latino') +('dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'male', datetime.date(2010, 4, 4), '672', 'Patient/dffa62dc-8ec2-1cd6-ee75-f9156a5283fe', 'white', 'hispanic or latino') +('e455ca3f-fc16-6ffc-297a-adc27e2db183', 'male', datetime.date(1929, 5, 6), '667', 'Patient/e455ca3f-fc16-6ffc-297a-adc27e2db183', 'white', 'hispanic or latino') +('e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'female', datetime.date(2003, 5, 15), '672', 'Patient/e80dda2c-a260-dbf7-3167-bf0945f3a91d', 'black or african american', 'not hispanic or latino') +('f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'male', datetime.date(2002, 3, 8), '674', 'Patient/f9399f0d-5401-09f3-d4ff-89b1aa51b9c8', 'white', 'not hispanic or latino') 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 7b01156e..0128853f 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 +cnt,category_code,recordedDate_month,code_display 15,,, 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 2a1fc84e..42a04ba1 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 @@ -1,4 +1,4 @@ -cnt,doc_type_display,author_month,enc_class_display +cnt,type_display,author_month,class_display 50,,, 50,Evaluation + Plan note,, 50,Emergency department note,, diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types.csv new file mode 100644 index 00000000..fc457976 --- /dev/null +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types.csv @@ -0,0 +1,17 @@ +cnt,class_display,type_display,serviceType_display,priority_display +50,,,, +50,,,,cumulus__none +50,,,cumulus__none, +50,,,cumulus__none,cumulus__none +50,,cumulus__none,, +50,,cumulus__none,,cumulus__none +50,,cumulus__none,cumulus__none, +50,,cumulus__none,cumulus__none,cumulus__none +46,ambulatory,,, +46,ambulatory,,,cumulus__none +46,ambulatory,,cumulus__none, +46,ambulatory,,cumulus__none,cumulus__none +46,ambulatory,cumulus__none,, +46,ambulatory,cumulus__none,,cumulus__none +46,ambulatory,cumulus__none,cumulus__none, +46,ambulatory,cumulus__none,cumulus__none,cumulus__none diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types_month.csv new file mode 100644 index 00000000..1204c1c3 --- /dev/null +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_all_types_month.csv @@ -0,0 +1,49 @@ +cnt,class_display,type_display,serviceType_display,priority_display,period_start_month +50,,,,, +50,,,,cumulus__none, +50,,,cumulus__none,, +50,,,cumulus__none,cumulus__none, +50,,cumulus__none,,, +50,,cumulus__none,,cumulus__none, +50,,cumulus__none,cumulus__none,, +50,,cumulus__none,cumulus__none,cumulus__none, +46,ambulatory,,,, +46,ambulatory,,,cumulus__none, +46,ambulatory,,cumulus__none,, +46,ambulatory,,cumulus__none,cumulus__none, +46,ambulatory,cumulus__none,,, +46,ambulatory,cumulus__none,,cumulus__none, +46,ambulatory,cumulus__none,cumulus__none,, +46,ambulatory,cumulus__none,cumulus__none,cumulus__none, +26,,,,,2018-07-01 +26,,,,cumulus__none,2018-07-01 +26,,,cumulus__none,,2018-07-01 +26,,,cumulus__none,cumulus__none,2018-07-01 +26,,cumulus__none,,,2018-07-01 +26,,cumulus__none,,cumulus__none,2018-07-01 +26,,cumulus__none,cumulus__none,,2018-07-01 +26,,cumulus__none,cumulus__none,cumulus__none,2018-07-01 +24,,,,,2018-06-01 +24,,,,cumulus__none,2018-06-01 +24,,,cumulus__none,,2018-06-01 +24,,,cumulus__none,cumulus__none,2018-06-01 +24,,cumulus__none,,,2018-06-01 +24,,cumulus__none,,cumulus__none,2018-06-01 +24,,cumulus__none,cumulus__none,,2018-06-01 +24,,cumulus__none,cumulus__none,cumulus__none,2018-06-01 +24,ambulatory,,,,2018-07-01 +24,ambulatory,,,cumulus__none,2018-07-01 +24,ambulatory,,cumulus__none,,2018-07-01 +24,ambulatory,,cumulus__none,cumulus__none,2018-07-01 +24,ambulatory,cumulus__none,,,2018-07-01 +24,ambulatory,cumulus__none,,cumulus__none,2018-07-01 +24,ambulatory,cumulus__none,cumulus__none,,2018-07-01 +24,ambulatory,cumulus__none,cumulus__none,cumulus__none,2018-07-01 +22,ambulatory,,,,2018-06-01 +22,ambulatory,,,cumulus__none,2018-06-01 +22,ambulatory,,cumulus__none,,2018-06-01 +22,ambulatory,,cumulus__none,cumulus__none,2018-06-01 +22,ambulatory,cumulus__none,,,2018-06-01 +22,ambulatory,cumulus__none,,cumulus__none,2018-06-01 +22,ambulatory,cumulus__none,cumulus__none,,2018-06-01 +22,ambulatory,cumulus__none,cumulus__none,cumulus__none,2018-06-01 diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_enc_type_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_enc_type_month.csv deleted file mode 100644 index 2f66e7fd..00000000 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_enc_type_month.csv +++ /dev/null @@ -1,7 +0,0 @@ -cnt,enc_class_display,enc_type_display,start_month -50,,, -46,ambulatory,, -26,,,2018-07-01 -24,,,2018-06-01 -24,ambulatory,,2018-07-01 -22,ambulatory,,2018-06-01 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 3a812101..267d1133 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 @@ -1,4 +1,4 @@ -cnt,start_month,enc_class_display,age_at_visit,gender,race_display,ethnicity_display +cnt,period_start_month,class_display,age_at_visit,gender,race_display,ethnicity_display 50,,,,,, 47,,,,,white, 46,,ambulatory,,,, diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_priority_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_priority_month.csv index e08a3373..bc2cc2d6 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_priority_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_priority_month.csv @@ -1,13 +1,13 @@ -cnt,enc_class_display,enc_priority_display,start_month +cnt,class_display,priority_display,period_start_month 50,,, -50,,None, +50,,cumulus__none, 46,ambulatory,, -46,ambulatory,None, +46,ambulatory,cumulus__none, 26,,,2018-07-01 -26,,None,2018-07-01 +26,,cumulus__none,2018-07-01 24,,,2018-06-01 -24,,None,2018-06-01 +24,,cumulus__none,2018-06-01 24,ambulatory,,2018-07-01 -24,ambulatory,None,2018-07-01 +24,ambulatory,cumulus__none,2018-07-01 22,ambulatory,,2018-06-01 -22,ambulatory,None,2018-06-01 +22,ambulatory,cumulus__none,2018-06-01 diff --git a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_service_month.csv b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_service_month.csv index 9488c987..1ef0dae9 100644 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_service_month.csv +++ b/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_service_month.csv @@ -1,13 +1,13 @@ -cnt,enc_class_display,enc_service_display,start_month +cnt,class_display,serviceType_display,period_start_month 50,,, -50,,None, +50,,cumulus__none, 46,ambulatory,, -46,ambulatory,None, +46,ambulatory,cumulus__none, 26,,,2018-07-01 -26,,None,2018-07-01 +26,,cumulus__none,2018-07-01 24,,,2018-06-01 -24,,None,2018-06-01 +24,,cumulus__none,2018-06-01 24,ambulatory,,2018-07-01 -24,ambulatory,None,2018-07-01 +24,ambulatory,cumulus__none,2018-07-01 22,ambulatory,,2018-06-01 -22,ambulatory,None,2018-06-01 +22,ambulatory,cumulus__none,2018-06-01 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 deleted file mode 100644 index 61e6f092..00000000 --- a/tests/test_data/duckdb_data/expected_export/core/core__count_encounter_type.csv +++ /dev/null @@ -1,9 +0,0 @@ -cnt,enc_class_display,enc_type_display,enc_service_display,enc_priority_display -50,,,, -50,,,,None -50,,,None, -50,,,None,None -46,ambulatory,,, -46,ambulatory,,,None -46,ambulatory,,None, -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 610aa74b..b7e3d842 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 @@ -1,25 +1,13 @@ -cnt,enc_class_display,enc_type_display,enc_service_display,enc_priority_display,start_month -50,,,,, -50,,,,None, -50,,,None,, -50,,,None,None, -46,ambulatory,,,, -46,ambulatory,,,None, -46,ambulatory,,None,, -46,ambulatory,,None,None, -26,,,,,2018-07-01 -26,,,,None,2018-07-01 -26,,,None,,2018-07-01 -26,,,None,None,2018-07-01 -24,,,,,2018-06-01 -24,,,,None,2018-06-01 -24,,,None,,2018-06-01 -24,,,None,None,2018-06-01 -24,ambulatory,,,,2018-07-01 -24,ambulatory,,,None,2018-07-01 -24,ambulatory,,None,,2018-07-01 -24,ambulatory,,None,None,2018-07-01 -22,ambulatory,,,,2018-06-01 -22,ambulatory,,,None,2018-06-01 -22,ambulatory,,None,,2018-06-01 -22,ambulatory,,None,None,2018-06-01 +cnt,class_display,type_display,period_start_month +50,,, +50,,cumulus__none, +46,ambulatory,, +46,ambulatory,cumulus__none, +26,,,2018-07-01 +26,,cumulus__none,2018-07-01 +24,,,2018-06-01 +24,,cumulus__none,2018-06-01 +24,ambulatory,,2018-07-01 +24,ambulatory,cumulus__none,2018-07-01 +22,ambulatory,,2018-06-01 +22,ambulatory,cumulus__none,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 ad675bae..51b9e49e 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 @@ -1,4 +1,4 @@ -cnt,lab_month,lab_code,lab_result_display,enc_class_display +cnt,effectiveDateTime_month,observation_code,valueCodeableConcept_display,class_display 20,,,, 20,,,,ambulatory 10,,,Urine smell ammoniacal (finding), diff --git a/tests/test_discovery.py b/tests/test_discovery.py index c87a64cb..252f9760 100644 --- a/tests/test_discovery.py +++ b/tests/test_discovery.py @@ -42,7 +42,7 @@ def test_discovery(tmp_path): ) db = databases.DuckDatabaseBackend(f"{tmp_path}/duck.db") cursor = db.cursor() - table_rows = conftest.get_sorted_table_data(cursor, "discovery__code_sources") + table_rows, cols = conftest.get_sorted_table_data(cursor, "discovery__code_sources") # For regenerating test data # with open( @@ -57,12 +57,16 @@ def test_discovery(tmp_path): f"{pathlib.Path(__file__).resolve().parents[0]}" "/test_data/discovery/discovery__code_sources.txt", ) as ref: - for row in ref: - ref_row = row.rstrip().split(",") - for pos in range(0, len(ref_row)): - if ref_row[pos] == "None": - ref_row[pos] = None - assert tuple(ref_row) in table_rows + try: + for row in ref: + ref_row = row.rstrip().split(",") + for pos in range(0, len(ref_row)): + if ref_row[pos] == "None": + ref_row[pos] = None + assert tuple(ref_row) in table_rows + except Exception as e: + conftest.debug_diff_tables(cols, table_rows, ref, pos=0) + raise e def test_get_code_system_pairs(): From 9d1548463462e346994ce6657978d017345776f0 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Mon, 1 Apr 2024 09:38:34 -0400 Subject: [PATCH 2/3] Light docs tweaks, styling nits --- .../studies/core/core_templates/encounter.sql.jinja | 4 ++-- docs/core-study-details.md | 2 ++ tests/test_core.py | 4 ++-- 3 files changed, 6 insertions(+), 4 deletions(-) diff --git a/cumulus_library/studies/core/core_templates/encounter.sql.jinja b/cumulus_library/studies/core/core_templates/encounter.sql.jinja index 45f7bdbb..1cb84a29 100644 --- a/cumulus_library/studies/core/core_templates/encounter.sql.jinja +++ b/cumulus_library/studies/core/core_templates/encounter.sql.jinja @@ -85,8 +85,8 @@ temp_encounter AS ( 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 - LEFT JOIN core__encounter_dn_dischargeDisposition AS edd ON e.id = edd.id + LEFT JOIN core__encounter_dn_reasoncode AS edr ON e.id = edr.id + LEFT JOIN core__encounter_dn_dischargedisposition AS edd ON e.id = edd.id ) SELECT DISTINCT diff --git a/docs/core-study-details.md b/docs/core-study-details.md index 8d522972..04526504 100644 --- a/docs/core-study-details.md +++ b/docs/core-study-details.md @@ -39,6 +39,8 @@ Common exceptions to this rule: - `postalcode_3` is calculated from a Patient's address.postalCode - The Encounter resource includes several elements from the referenced Patient (`gender`, `postalcode_3`, and the US Core race and ethnicity extensions) that are commonly used in informatics analysis +- Fields that contain date values are presented by different rounding methods (day, week, month, year) for convenience for various binning strategies +- We construct `*_ref` fields from a resource's base id field (i.e creating a `Patient/123456` `patient_ref` field from an `id` of `123456`), to make it easier to join data with reference fields in other resources. The core tables include all FHIR required/must support fields noted in the [FHIR resource profiles(http://hl7.org/fhir/us/core/STU4/artifacts.html#structures-resource-profiles). diff --git a/tests/test_core.py b/tests/test_core.py index 9fdafe34..7fd960f9 100644 --- a/tests/test_core.py +++ b/tests/test_core.py @@ -96,9 +96,9 @@ def test_core_count_missing_data(tmp_path, mock_db): assert row in table_rows for row in table_rows: assert row in ref_table - except Exception as e: + except Exception: conftest.debug_diff_tables(cols, table_rows, ref_table, pos=0) - raise e + raise assert len(table_rows) == len(ref_table) From 7875181d692ae68e00adcad1a7203fd3ee137dd1 Mon Sep 17 00:00:00 2001 From: Matt Garber Date: Mon, 1 Apr 2024 09:52:06 -0400 Subject: [PATCH 3/3] regression --- .../reference/core__count_condition_month.csv | 2 +- .../core__count_condition_month.parquet | Bin 8635 -> 8617 bytes .../core__count_documentreference_month.csv | 2 +- ...ore__count_documentreference_month.parquet | Bin 3976 -> 3904 bytes .../core__count_encounter_all_types.csv | 49 + .../core__count_encounter_all_types.parquet | Bin 0 -> 4114 bytes .../core__count_encounter_all_types_month.csv | 2001 ++++ ...e__count_encounter_all_types_month.parquet | Bin 0 -> 7513 bytes .../core__count_encounter_enc_type_month.csv | 1901 ---- ...re__count_encounter_enc_type_month.parquet | Bin 9514 -> 0 bytes .../reference/core__count_encounter_month.csv | 2 +- .../core__count_encounter_month.parquet | Bin 22032 -> 22059 bytes .../core__count_encounter_priority_month.csv | 502 +- ...re__count_encounter_priority_month.parquet | Bin 5132 -> 5190 bytes .../core__count_encounter_service_month.csv | 502 +- ...ore__count_encounter_service_month.parquet | Bin 5115 -> 5205 bytes .../reference/core__count_encounter_type.csv | 385 - .../core__count_encounter_type.parquet | Bin 5889 -> 0 bytes .../core__count_encounter_type_month.csv | 8102 +---------------- .../core__count_encounter_type_month.parquet | Bin 17574 -> 5150 bytes ...ore__count_medicationrequest_month.parquet | Bin 22354 -> 22354 bytes .../core__count_observation_lab_month.csv | 2 +- .../core__count_observation_lab_month.parquet | Bin 45468 -> 45712 bytes .../reference/core__count_patient.parquet | Bin 3455 -> 3455 bytes .../reference/core__meta_date.parquet | Bin 1980 -> 1980 bytes .../reference/core__meta_version.parquet | Bin 1379 -> 1379 bytes 26 files changed, 3057 insertions(+), 10393 deletions(-) create mode 100644 tests/regression/reference/core__count_encounter_all_types.csv create mode 100644 tests/regression/reference/core__count_encounter_all_types.parquet create mode 100644 tests/regression/reference/core__count_encounter_all_types_month.csv create mode 100644 tests/regression/reference/core__count_encounter_all_types_month.parquet delete mode 100644 tests/regression/reference/core__count_encounter_enc_type_month.csv delete mode 100644 tests/regression/reference/core__count_encounter_enc_type_month.parquet delete mode 100644 tests/regression/reference/core__count_encounter_type.csv delete mode 100644 tests/regression/reference/core__count_encounter_type.parquet diff --git a/tests/regression/reference/core__count_condition_month.csv b/tests/regression/reference/core__count_condition_month.csv index 4891affd..81fed984 100644 --- a/tests/regression/reference/core__count_condition_month.csv +++ b/tests/regression/reference/core__count_condition_month.csv @@ -1,4 +1,4 @@ -cnt,cond_category_code,cond_month,cond_code_display +cnt,category_code,recordeddate_month,code_display 10687,,, 10687,encounter-diagnosis,, 4876,,,Full-time employment (finding) diff --git a/tests/regression/reference/core__count_condition_month.parquet b/tests/regression/reference/core__count_condition_month.parquet index 732d4737e1530dad7109d3a6996fba0a645d2d6f..5106c9e0862263ad122f93f85c72bdb9fe8449ee 100644 GIT binary patch delta 1110 zcmb7D&rj1(9PbEtfMQU?*v1%0gd3ynsG%kh-wNwG*+?xpYlYW*s)#vw}-N+l24Kr_=xy}3yyW(sX`a8Uj&v-wNdS80SzYdLm 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b/tests/regression/reference/core__count_encounter_month.parquet index 7b63580744f4c3af994c36c4d734d772ff0a6b4d..3f596def8521f1cbf9d83e1b1b6791ad0c77a4f7 100644 GIT binary patch delta 1097 zcmaiy&ubGw6vuaBqeat3ON*&g8$yznYMUP=*c3%)+hjLsn`YOh*#x9)Hc5Az%@3N| zGy&;FMLkL95AZ5ls*sy_svszOQ4j=?dMP5k3ZfpInN%zB*MmIXy!V~=KJ&7-*1^4X z@ZgZWwWE|-)Qai3y2)OiHd_%W+ zhw;OG;QWl9^1bzIr`wHS9ew0`jj!JU=Nf7c_0_k|d~E>_(Oc*+ZhQjHCrHN0LAJjI zY@nN=fdiX249>0V22^4_XeZQxo&~LrA0Xu=d2wkjUo0%C4ra24VVEwH!(eGsbh%tc z0@sPG+{>TX$Yh@|JO6?0Y9h8a!S*+C_Wu!a5NxAk;kzeym-P#y?UdD))iQc|t{~?# zwo$8XSA*V%FZNRCxwKX;>2mdVX+1MhHUJ-bGj;rgcgSPA%velN6sO~(Wkt>8Wy^E3 ziQa>LZ-v>PC>V-b7I=K+g zvH~WU#{@j9rt+ey5F-48K?)Xtxb7x|VUna37$s*?fa8j5+2z6k%ZelibHvdXkpM!P zMK8po2gxZ$HV{A?Gxk+JtR}p(*(9ge6mCV$kZzC-5P=ZIj!Y9`G|Q0^9Y=!(E|=CZ zuC8G86w!MZup7aGKrldLV^m8+8j(#yR!!oW2}#VZrt^ADmS}%iAPs!~Ye2TZE~L0% zP4W11vJ|P{*hiYz$o-M#`(&wb4}cBfBU?#I;Zn*gu4a{CyzGLQO~w6}(i{;BWO4KY zb};4 Qbtl%-I%{T_C=@;40fgXL+yDRo delta 1064 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-cnt,enc_class_display,enc_priority_display,start_month +cnt,class_display,priority_display,period_start_month 31669,,, -31669,,None, +31669,,cumulus__none, 29698,ambulatory,, -29698,ambulatory,None, +29698,ambulatory,cumulus__none, 1288,emergency,, -1288,emergency,None, +1288,emergency,cumulus__none, 582,,,2021-04-01 -582,,None,2021-04-01 +582,,cumulus__none,2021-04-01 578,,,2021-05-01 -578,,None,2021-05-01 +578,,cumulus__none,2021-05-01 563,ambulatory,,2021-04-01 -563,ambulatory,None,2021-04-01 +563,ambulatory,cumulus__none,2021-04-01 556,,,2021-03-01 -556,,None,2021-03-01 +556,,cumulus__none,2021-03-01 556,ambulatory,,2021-05-01 -556,ambulatory,None,2021-05-01 +556,ambulatory,cumulus__none,2021-05-01 531,ambulatory,,2021-03-01 -531,ambulatory,None,2021-03-01 +531,ambulatory,cumulus__none,2021-03-01 477,,,2021-06-01 -477,,None,2021-06-01 +477,,cumulus__none,2021-06-01 475,,,2021-08-01 -475,,None,2021-08-01 +475,,cumulus__none,2021-08-01 459,ambulatory,,2021-06-01 -459,ambulatory,None,2021-06-01 +459,ambulatory,cumulus__none,2021-06-01 457,,,2021-10-01 -457,,None,2021-10-01 +457,,cumulus__none,2021-10-01 451,ambulatory,,2021-08-01 -451,ambulatory,None,2021-08-01 +451,ambulatory,cumulus__none,2021-08-01 434,,,2021-07-01 -434,,None,2021-07-01 +434,,cumulus__none,2021-07-01 433,,,2021-01-01 -433,,None,2021-01-01 +433,,cumulus__none,2021-01-01 433,ambulatory,,2021-10-01 -433,ambulatory,None,2021-10-01 +433,ambulatory,cumulus__none,2021-10-01 431,,,2021-12-01 -431,,None,2021-12-01 +431,,cumulus__none,2021-12-01 430,,,2021-11-01 -430,,None,2021-11-01 +430,,cumulus__none,2021-11-01 428,,,2021-09-01 -428,,None,2021-09-01 +428,,cumulus__none,2021-09-01 423,,,2022-05-01 -423,,None,2022-05-01 +423,,cumulus__none,2022-05-01 420,,,2022-07-01 -420,,None,2022-07-01 +420,,cumulus__none,2022-07-01 418,,,2018-08-01 -418,,None,2018-08-01 +418,,cumulus__none,2018-08-01 415,,,2018-05-01 -415,,None,2018-05-01 +415,,cumulus__none,2018-05-01 414,,,2022-10-01 -414,,None,2022-10-01 +414,,cumulus__none,2022-10-01 413,,,2021-02-01 -413,,None,2021-02-01 +413,,cumulus__none,2021-02-01 411,,,2022-08-01 411,,,2016-08-01 -411,,None,2022-08-01 -411,,None,2016-08-01 +411,,cumulus__none,2022-08-01 +411,,cumulus__none,2016-08-01 411,ambulatory,,2021-11-01 411,ambulatory,,2021-07-01 -411,ambulatory,None,2021-11-01 -411,ambulatory,None,2021-07-01 +411,ambulatory,cumulus__none,2021-11-01 +411,ambulatory,cumulus__none,2021-07-01 409,,,2023-01-01 -409,,None,2023-01-01 +409,,cumulus__none,2023-01-01 406,,,2018-06-01 -406,,None,2018-06-01 +406,,cumulus__none,2018-06-01 405,ambulatory,,2021-01-01 -405,ambulatory,None,2021-01-01 +405,ambulatory,cumulus__none,2021-01-01 404,,,2017-03-01 -404,,None,2017-03-01 +404,,cumulus__none,2017-03-01 402,ambulatory,,2021-09-01 -402,ambulatory,None,2021-09-01 +402,ambulatory,cumulus__none,2021-09-01 401,,,2018-03-01 -401,,None,2018-03-01 +401,,cumulus__none,2018-03-01 400,,,2018-09-01 -400,,None,2018-09-01 +400,,cumulus__none,2018-09-01 398,,,2017-06-01 -398,,None,2017-06-01 +398,,cumulus__none,2017-06-01 396,,,2019-04-01 -396,,None,2019-04-01 +396,,cumulus__none,2019-04-01 395,,,2019-01-01 395,,,2018-01-01 -395,,None,2019-01-01 -395,,None,2018-01-01 +395,,cumulus__none,2019-01-01 +395,,cumulus__none,2018-01-01 395,ambulatory,,2021-12-01 -395,ambulatory,None,2021-12-01 +395,ambulatory,cumulus__none,2021-12-01 394,ambulatory,,2018-05-01 -394,ambulatory,None,2018-05-01 +394,ambulatory,cumulus__none,2018-05-01 393,,,2022-12-01 -393,,None,2022-12-01 +393,,cumulus__none,2022-12-01 393,ambulatory,,2022-10-01 393,ambulatory,,2022-07-01 -393,ambulatory,None,2022-10-01 -393,ambulatory,None,2022-07-01 +393,ambulatory,cumulus__none,2022-10-01 +393,ambulatory,cumulus__none,2022-07-01 392,,,2019-03-01 -392,,None,2019-03-01 +392,,cumulus__none,2019-03-01 392,ambulatory,,2021-02-01 392,ambulatory,,2018-08-01 -392,ambulatory,None,2021-02-01 -392,ambulatory,None,2018-08-01 +392,ambulatory,cumulus__none,2021-02-01 +392,ambulatory,cumulus__none,2018-08-01 391,,,2022-09-01 -391,,None,2022-09-01 +391,,cumulus__none,2022-09-01 391,inpatient encounter,, -391,inpatient encounter,None, +391,inpatient encounter,cumulus__none, 389,,,2022-04-01 -389,,None,2022-04-01 +389,,cumulus__none,2022-04-01 389,ambulatory,,2022-05-01 -389,ambulatory,None,2022-05-01 +389,ambulatory,cumulus__none,2022-05-01 388,,,2017-07-01 -388,,None,2017-07-01 +388,,cumulus__none,2017-07-01 386,,,2020-03-01 -386,,None,2020-03-01 +386,,cumulus__none,2020-03-01 385,,,2019-05-01 385,,,2016-07-01 -385,,None,2019-05-01 -385,,None,2016-07-01 +385,,cumulus__none,2019-05-01 +385,,cumulus__none,2016-07-01 385,ambulatory,,2023-01-01 -385,ambulatory,None,2023-01-01 +385,ambulatory,cumulus__none,2023-01-01 384,,,2017-08-01 -384,,None,2017-08-01 +384,,cumulus__none,2017-08-01 383,,,2023-02-01 -383,,None,2023-02-01 +383,,cumulus__none,2023-02-01 382,,,2023-03-01 382,,,2022-06-01 -382,,None,2023-03-01 -382,,None,2022-06-01 +382,,cumulus__none,2023-03-01 +382,,cumulus__none,2022-06-01 380,ambulatory,,2018-09-01 -380,ambulatory,None,2018-09-01 +380,ambulatory,cumulus__none,2018-09-01 379,,,2017-12-01 379,,,2016-06-01 -379,,None,2017-12-01 -379,,None,2016-06-01 +379,,cumulus__none,2017-12-01 +379,,cumulus__none,2016-06-01 379,ambulatory,,2017-03-01 -379,ambulatory,None,2017-03-01 +379,ambulatory,cumulus__none,2017-03-01 378,,,2022-11-01 -378,,None,2022-11-01 +378,,cumulus__none,2022-11-01 377,ambulatory,,2022-08-01 -377,ambulatory,None,2022-08-01 +377,ambulatory,cumulus__none,2022-08-01 376,ambulatory,,2018-06-01 376,ambulatory,,2018-03-01 -376,ambulatory,None,2018-06-01 -376,ambulatory,None,2018-03-01 +376,ambulatory,cumulus__none,2018-06-01 +376,ambulatory,cumulus__none,2018-03-01 375,ambulatory,,2022-09-01 -375,ambulatory,None,2022-09-01 +375,ambulatory,cumulus__none,2022-09-01 374,ambulatory,,2019-01-01 -374,ambulatory,None,2019-01-01 +374,ambulatory,cumulus__none,2019-01-01 373,,,2022-01-01 373,,,2020-07-01 373,,,2016-09-01 -373,,None,2022-01-01 -373,,None,2020-07-01 -373,,None,2016-09-01 +373,,cumulus__none,2022-01-01 +373,,cumulus__none,2020-07-01 +373,,cumulus__none,2016-09-01 373,ambulatory,,2018-01-01 -373,ambulatory,None,2018-01-01 +373,ambulatory,cumulus__none,2018-01-01 372,,,2017-01-01 -372,,None,2017-01-01 +372,,cumulus__none,2017-01-01 371,ambulatory,,2022-12-01 -371,ambulatory,None,2022-12-01 +371,ambulatory,cumulus__none,2022-12-01 370,,,2016-12-01 -370,,None,2016-12-01 +370,,cumulus__none,2016-12-01 369,,,2019-06-01 -369,,None,2019-06-01 +369,,cumulus__none,2019-06-01 369,ambulatory,,2019-04-01 -369,ambulatory,None,2019-04-01 +369,ambulatory,cumulus__none,2019-04-01 368,,,2020-12-01 -368,,None,2020-12-01 +368,,cumulus__none,2020-12-01 368,ambulatory,,2017-08-01 -368,ambulatory,None,2017-08-01 +368,ambulatory,cumulus__none,2017-08-01 367,,,2018-04-01 367,,,2017-05-01 -367,,None,2018-04-01 -367,,None,2017-05-01 +367,,cumulus__none,2018-04-01 +367,,cumulus__none,2017-05-01 367,ambulatory,,2017-06-01 367,ambulatory,,2016-08-01 -367,ambulatory,None,2017-06-01 -367,ambulatory,None,2016-08-01 +367,ambulatory,cumulus__none,2017-06-01 +367,ambulatory,cumulus__none,2016-08-01 366,ambulatory,,2022-06-01 -366,ambulatory,None,2022-06-01 +366,ambulatory,cumulus__none,2022-06-01 365,ambulatory,,2022-11-01 -365,ambulatory,None,2022-11-01 +365,ambulatory,cumulus__none,2022-11-01 364,,,2020-04-01 364,,,2018-07-01 364,,,2016-10-01 -364,,None,2020-04-01 -364,,None,2018-07-01 -364,,None,2016-10-01 +364,,cumulus__none,2020-04-01 +364,,cumulus__none,2018-07-01 +364,,cumulus__none,2016-10-01 363,,,2020-11-01 363,,,2020-01-01 363,,,2017-10-01 -363,,None,2020-11-01 -363,,None,2020-01-01 -363,,None,2017-10-01 +363,,cumulus__none,2020-11-01 +363,,cumulus__none,2020-01-01 +363,,cumulus__none,2017-10-01 363,ambulatory,,2019-03-01 -363,ambulatory,None,2019-03-01 +363,ambulatory,cumulus__none,2019-03-01 361,ambulatory,,2022-04-01 -361,ambulatory,None,2022-04-01 +361,ambulatory,cumulus__none,2022-04-01 359,,,2022-03-01 359,,,2022-02-01 359,,,2020-06-01 359,,,2018-10-01 -359,,None,2022-03-01 -359,,None,2022-02-01 -359,,None,2020-06-01 -359,,None,2018-10-01 +359,,cumulus__none,2022-03-01 +359,,cumulus__none,2022-02-01 +359,,cumulus__none,2020-06-01 +359,,cumulus__none,2018-10-01 359,ambulatory,,2023-02-01 -359,ambulatory,None,2023-02-01 +359,ambulatory,cumulus__none,2023-02-01 358,,,2020-08-01 -358,,None,2020-08-01 +358,,cumulus__none,2020-08-01 358,ambulatory,,2020-03-01 358,ambulatory,,2017-07-01 -358,ambulatory,None,2020-03-01 -358,ambulatory,None,2017-07-01 +358,ambulatory,cumulus__none,2020-03-01 +358,ambulatory,cumulus__none,2017-07-01 357,ambulatory,,2023-03-01 357,ambulatory,,2019-05-01 357,ambulatory,,2016-09-01 -357,ambulatory,None,2023-03-01 -357,ambulatory,None,2019-05-01 -357,ambulatory,None,2016-09-01 +357,ambulatory,cumulus__none,2023-03-01 +357,ambulatory,cumulus__none,2019-05-01 +357,ambulatory,cumulus__none,2016-09-01 356,,,2018-12-01 356,,,2017-09-01 -356,,None,2018-12-01 -356,,None,2017-09-01 +356,,cumulus__none,2018-12-01 +356,,cumulus__none,2017-09-01 356,ambulatory,,2016-12-01 -356,ambulatory,None,2016-12-01 +356,ambulatory,cumulus__none,2016-12-01 355,ambulatory,,2016-06-01 -355,ambulatory,None,2016-06-01 +355,ambulatory,cumulus__none,2016-06-01 354,,,2019-12-01 -354,,None,2019-12-01 +354,,cumulus__none,2019-12-01 354,ambulatory,,2017-12-01 354,ambulatory,,2016-07-01 -354,ambulatory,None,2017-12-01 -354,ambulatory,None,2016-07-01 +354,ambulatory,cumulus__none,2017-12-01 +354,ambulatory,cumulus__none,2016-07-01 353,,,2019-07-01 -353,,None,2019-07-01 +353,,cumulus__none,2019-07-01 350,ambulatory,,2022-01-01 -350,ambulatory,None,2022-01-01 +350,ambulatory,cumulus__none,2022-01-01 348,ambulatory,,2018-04-01 -348,ambulatory,None,2018-04-01 +348,ambulatory,cumulus__none,2018-04-01 347,,,2020-05-01 347,,,2017-04-01 -347,,None,2020-05-01 -347,,None,2017-04-01 +347,,cumulus__none,2020-05-01 +347,,cumulus__none,2017-04-01 347,ambulatory,,2018-07-01 347,ambulatory,,2017-05-01 -347,ambulatory,None,2018-07-01 -347,ambulatory,None,2017-05-01 +347,ambulatory,cumulus__none,2018-07-01 +347,ambulatory,cumulus__none,2017-05-01 346,,,2018-11-01 -346,,None,2018-11-01 +346,,cumulus__none,2018-11-01 346,ambulatory,,2020-11-01 346,ambulatory,,2019-06-01 -346,ambulatory,None,2020-11-01 -346,ambulatory,None,2019-06-01 +346,ambulatory,cumulus__none,2020-11-01 +346,ambulatory,cumulus__none,2019-06-01 345,ambulatory,,2020-12-01 -345,ambulatory,None,2020-12-01 +345,ambulatory,cumulus__none,2020-12-01 344,ambulatory,,2020-07-01 -344,ambulatory,None,2020-07-01 +344,ambulatory,cumulus__none,2020-07-01 342,,,2020-10-01 -342,,None,2020-10-01 +342,,cumulus__none,2020-10-01 342,ambulatory,,2022-02-01 342,ambulatory,,2016-10-01 -342,ambulatory,None,2022-02-01 -342,ambulatory,None,2016-10-01 +342,ambulatory,cumulus__none,2022-02-01 +342,ambulatory,cumulus__none,2016-10-01 341,,,2019-02-01 -341,,None,2019-02-01 +341,,cumulus__none,2019-02-01 341,ambulatory,,2017-10-01 -341,ambulatory,None,2017-10-01 +341,ambulatory,cumulus__none,2017-10-01 340,ambulatory,,2022-03-01 340,ambulatory,,2017-01-01 -340,ambulatory,None,2022-03-01 -340,ambulatory,None,2017-01-01 +340,ambulatory,cumulus__none,2022-03-01 +340,ambulatory,cumulus__none,2017-01-01 339,,,2017-11-01 -339,,None,2017-11-01 +339,,cumulus__none,2017-11-01 336,ambulatory,,2020-06-01 -336,ambulatory,None,2020-06-01 +336,ambulatory,cumulus__none,2020-06-01 335,,,2020-09-01 335,,,2018-02-01 -335,,None,2020-09-01 -335,,None,2018-02-01 +335,,cumulus__none,2020-09-01 +335,,cumulus__none,2018-02-01 334,,,2017-02-01 -334,,None,2017-02-01 +334,,cumulus__none,2017-02-01 334,ambulatory,,2020-08-01 334,ambulatory,,2018-10-01 -334,ambulatory,None,2020-08-01 -334,ambulatory,None,2018-10-01 +334,ambulatory,cumulus__none,2020-08-01 +334,ambulatory,cumulus__none,2018-10-01 333,ambulatory,,2018-12-01 -333,ambulatory,None,2018-12-01 +333,ambulatory,cumulus__none,2018-12-01 331,ambulatory,,2017-09-01 -331,ambulatory,None,2017-09-01 +331,ambulatory,cumulus__none,2017-09-01 330,,,2019-10-01 -330,,None,2019-10-01 +330,,cumulus__none,2019-10-01 330,ambulatory,,2019-12-01 -330,ambulatory,None,2019-12-01 +330,ambulatory,cumulus__none,2019-12-01 326,,,2019-08-01 326,,,2016-11-01 -326,,None,2019-08-01 -326,,None,2016-11-01 +326,,cumulus__none,2019-08-01 +326,,cumulus__none,2016-11-01 325,ambulatory,,2020-01-01 -325,ambulatory,None,2020-01-01 +325,ambulatory,cumulus__none,2020-01-01 323,ambulatory,,2020-04-01 323,ambulatory,,2017-04-01 -323,ambulatory,None,2020-04-01 -323,ambulatory,None,2017-04-01 +323,ambulatory,cumulus__none,2020-04-01 +323,ambulatory,cumulus__none,2017-04-01 322,ambulatory,,2018-11-01 -322,ambulatory,None,2018-11-01 +322,ambulatory,cumulus__none,2018-11-01 318,ambulatory,,2020-10-01 318,ambulatory,,2020-05-01 -318,ambulatory,None,2020-10-01 -318,ambulatory,None,2020-05-01 +318,ambulatory,cumulus__none,2020-10-01 +318,ambulatory,cumulus__none,2020-05-01 316,ambulatory,,2016-11-01 -316,ambulatory,None,2016-11-01 +316,ambulatory,cumulus__none,2016-11-01 315,ambulatory,,2017-02-01 -315,ambulatory,None,2017-02-01 +315,ambulatory,cumulus__none,2017-02-01 314,ambulatory,,2018-02-01 -314,ambulatory,None,2018-02-01 +314,ambulatory,cumulus__none,2018-02-01 313,ambulatory,,2019-07-01 313,ambulatory,,2017-11-01 -313,ambulatory,None,2019-07-01 -313,ambulatory,None,2017-11-01 +313,ambulatory,cumulus__none,2019-07-01 +313,ambulatory,cumulus__none,2017-11-01 311,ambulatory,,2020-09-01 -311,ambulatory,None,2020-09-01 +311,ambulatory,cumulus__none,2020-09-01 309,ambulatory,,2019-08-01 -309,ambulatory,None,2019-08-01 +309,ambulatory,cumulus__none,2019-08-01 308,ambulatory,,2019-02-01 -308,ambulatory,None,2019-02-01 +308,ambulatory,cumulus__none,2019-02-01 307,,,2020-02-01 -307,,None,2020-02-01 +307,,cumulus__none,2020-02-01 300,ambulatory,,2019-10-01 -300,ambulatory,None,2019-10-01 +300,ambulatory,cumulus__none,2019-10-01 296,,,2019-11-01 -296,,None,2019-11-01 +296,,cumulus__none,2019-11-01 296,ambulatory,,2020-02-01 -296,ambulatory,None,2020-02-01 +296,ambulatory,cumulus__none,2020-02-01 291,,,2019-09-01 -291,,None,2019-09-01 +291,,cumulus__none,2019-09-01 284,ambulatory,,2019-11-01 -284,ambulatory,None,2019-11-01 +284,ambulatory,cumulus__none,2019-11-01 273,ambulatory,,2019-09-01 -273,ambulatory,None,2019-09-01 +273,ambulatory,cumulus__none,2019-09-01 212,home health,, -212,home health,None, +212,home health,cumulus__none, 80,virtual,, -80,virtual,None, +80,virtual,cumulus__none, 26,emergency,,2017-07-01 -26,emergency,None,2017-07-01 +26,emergency,cumulus__none,2017-07-01 25,emergency,,2018-06-01 25,emergency,,2017-01-01 -25,emergency,None,2018-06-01 -25,emergency,None,2017-01-01 +25,emergency,cumulus__none,2018-06-01 +25,emergency,cumulus__none,2017-01-01 23,emergency,,2022-05-01 23,emergency,,2019-02-01 -23,emergency,None,2022-05-01 -23,emergency,None,2019-02-01 +23,emergency,cumulus__none,2022-05-01 +23,emergency,cumulus__none,2019-02-01 21,emergency,,2020-05-01 -21,emergency,None,2020-05-01 +21,emergency,cumulus__none,2020-05-01 20,emergency,,2023-03-01 20,emergency,,2022-07-01 20,emergency,,2021-09-01 20,emergency,,2017-06-01 20,emergency,,2017-04-01 20,emergency,,2016-07-01 -20,emergency,None,2023-03-01 -20,emergency,None,2022-07-01 -20,emergency,None,2021-09-01 -20,emergency,None,2017-06-01 -20,emergency,None,2017-04-01 -20,emergency,None,2016-07-01 +20,emergency,cumulus__none,2023-03-01 +20,emergency,cumulus__none,2022-07-01 +20,emergency,cumulus__none,2021-09-01 +20,emergency,cumulus__none,2017-06-01 +20,emergency,cumulus__none,2017-04-01 +20,emergency,cumulus__none,2016-07-01 19,emergency,,2021-08-01 19,emergency,,2021-05-01 19,emergency,,2020-04-01 @@ -370,13 +370,13 @@ cnt,enc_class_display,enc_priority_display,start_month 19,emergency,,2017-09-01 19,emergency,,2016-10-01 19,emergency,,2016-06-01 -19,emergency,None,2021-08-01 -19,emergency,None,2021-05-01 -19,emergency,None,2020-04-01 -19,emergency,None,2019-03-01 -19,emergency,None,2017-09-01 -19,emergency,None,2016-10-01 -19,emergency,None,2016-06-01 +19,emergency,cumulus__none,2021-08-01 +19,emergency,cumulus__none,2021-05-01 +19,emergency,cumulus__none,2020-04-01 +19,emergency,cumulus__none,2019-03-01 +19,emergency,cumulus__none,2017-09-01 +19,emergency,cumulus__none,2016-10-01 +19,emergency,cumulus__none,2016-06-01 18,emergency,,2022-12-01 18,emergency,,2022-04-01 18,emergency,,2021-03-01 @@ -385,14 +385,14 @@ cnt,enc_class_display,enc_priority_display,start_month 18,emergency,,2018-03-01 18,emergency,,2017-03-01 18,emergency,,2017-02-01 -18,emergency,None,2022-12-01 -18,emergency,None,2022-04-01 -18,emergency,None,2021-03-01 -18,emergency,None,2020-07-01 -18,emergency,None,2019-10-01 -18,emergency,None,2018-03-01 -18,emergency,None,2017-03-01 -18,emergency,None,2017-02-01 +18,emergency,cumulus__none,2022-12-01 +18,emergency,cumulus__none,2022-04-01 +18,emergency,cumulus__none,2021-03-01 +18,emergency,cumulus__none,2020-07-01 +18,emergency,cumulus__none,2019-10-01 +18,emergency,cumulus__none,2018-03-01 +18,emergency,cumulus__none,2017-03-01 +18,emergency,cumulus__none,2017-02-01 17,emergency,,2023-02-01 17,emergency,,2021-12-01 17,emergency,,2020-09-01 @@ -401,14 +401,14 @@ cnt,enc_class_display,enc_priority_display,start_month 17,emergency,,2018-01-01 17,emergency,,2017-11-01 17,emergency,,2016-08-01 -17,emergency,None,2023-02-01 -17,emergency,None,2021-12-01 -17,emergency,None,2020-09-01 -17,emergency,None,2019-04-01 -17,emergency,None,2018-09-01 -17,emergency,None,2018-01-01 -17,emergency,None,2017-11-01 -17,emergency,None,2016-08-01 +17,emergency,cumulus__none,2023-02-01 +17,emergency,cumulus__none,2021-12-01 +17,emergency,cumulus__none,2020-09-01 +17,emergency,cumulus__none,2019-04-01 +17,emergency,cumulus__none,2018-09-01 +17,emergency,cumulus__none,2018-01-01 +17,emergency,cumulus__none,2017-11-01 +17,emergency,cumulus__none,2016-08-01 16,emergency,,2022-08-01 16,emergency,,2022-03-01 16,emergency,,2021-02-01 @@ -416,27 +416,27 @@ cnt,enc_class_display,enc_priority_display,start_month 16,emergency,,2018-11-01 16,emergency,,2018-02-01 16,emergency,,2016-09-01 -16,emergency,None,2022-08-01 -16,emergency,None,2022-03-01 -16,emergency,None,2021-02-01 -16,emergency,None,2020-10-01 -16,emergency,None,2018-11-01 -16,emergency,None,2018-02-01 -16,emergency,None,2016-09-01 +16,emergency,cumulus__none,2022-08-01 +16,emergency,cumulus__none,2022-03-01 +16,emergency,cumulus__none,2021-02-01 +16,emergency,cumulus__none,2020-10-01 +16,emergency,cumulus__none,2018-11-01 +16,emergency,cumulus__none,2018-02-01 +16,emergency,cumulus__none,2016-09-01 15,,,2023-04-01 -15,,None,2023-04-01 +15,,cumulus__none,2023-04-01 15,emergency,,2020-01-01 15,emergency,,2018-12-01 15,emergency,,2018-10-01 15,emergency,,2018-08-01 15,emergency,,2017-10-01 -15,emergency,None,2020-01-01 -15,emergency,None,2018-12-01 -15,emergency,None,2018-10-01 -15,emergency,None,2018-08-01 -15,emergency,None,2017-10-01 +15,emergency,cumulus__none,2020-01-01 +15,emergency,cumulus__none,2018-12-01 +15,emergency,cumulus__none,2018-10-01 +15,emergency,cumulus__none,2018-08-01 +15,emergency,cumulus__none,2017-10-01 14,inpatient encounter,,2021-01-01 -14,inpatient encounter,None,2021-01-01 +14,inpatient encounter,cumulus__none,2021-01-01 14,emergency,,2022-01-01 14,emergency,,2021-10-01 14,emergency,,2021-06-01 @@ -446,17 +446,17 @@ cnt,enc_class_display,enc_priority_display,start_month 14,emergency,,2019-05-01 14,emergency,,2018-04-01 14,emergency,,2017-05-01 -14,emergency,None,2022-01-01 -14,emergency,None,2021-10-01 -14,emergency,None,2021-06-01 -14,emergency,None,2020-03-01 -14,emergency,None,2019-12-01 -14,emergency,None,2019-09-01 -14,emergency,None,2019-05-01 -14,emergency,None,2018-04-01 -14,emergency,None,2017-05-01 +14,emergency,cumulus__none,2022-01-01 +14,emergency,cumulus__none,2021-10-01 +14,emergency,cumulus__none,2021-06-01 +14,emergency,cumulus__none,2020-03-01 +14,emergency,cumulus__none,2019-12-01 +14,emergency,cumulus__none,2019-09-01 +14,emergency,cumulus__none,2019-05-01 +14,emergency,cumulus__none,2018-04-01 +14,emergency,cumulus__none,2017-05-01 14,ambulatory,,2023-04-01 -14,ambulatory,None,2023-04-01 +14,ambulatory,cumulus__none,2023-04-01 13,emergency,,2023-01-01 13,emergency,,2022-10-01 13,emergency,,2022-06-01 @@ -467,35 +467,35 @@ cnt,enc_class_display,enc_priority_display,start_month 13,emergency,,2018-07-01 13,emergency,,2018-05-01 13,emergency,,2017-12-01 -13,emergency,None,2023-01-01 -13,emergency,None,2022-10-01 -13,emergency,None,2022-06-01 -13,emergency,None,2021-04-01 -13,emergency,None,2020-06-01 -13,emergency,None,2019-07-01 -13,emergency,None,2019-01-01 -13,emergency,None,2018-07-01 -13,emergency,None,2018-05-01 -13,emergency,None,2017-12-01 +13,emergency,cumulus__none,2023-01-01 +13,emergency,cumulus__none,2022-10-01 +13,emergency,cumulus__none,2022-06-01 +13,emergency,cumulus__none,2021-04-01 +13,emergency,cumulus__none,2020-06-01 +13,emergency,cumulus__none,2019-07-01 +13,emergency,cumulus__none,2019-01-01 +13,emergency,cumulus__none,2018-07-01 +13,emergency,cumulus__none,2018-05-01 +13,emergency,cumulus__none,2017-12-01 12,emergency,,2022-09-01 12,emergency,,2022-02-01 12,emergency,,2021-07-01 12,emergency,,2020-08-01 -12,emergency,None,2022-09-01 -12,emergency,None,2022-02-01 -12,emergency,None,2021-07-01 -12,emergency,None,2020-08-01 +12,emergency,cumulus__none,2022-09-01 +12,emergency,cumulus__none,2022-02-01 +12,emergency,cumulus__none,2021-07-01 +12,emergency,cumulus__none,2020-08-01 11,inpatient encounter,,2019-05-01 -11,inpatient encounter,None,2019-05-01 +11,inpatient encounter,cumulus__none,2019-05-01 11,emergency,,2021-01-01 11,emergency,,2020-12-01 11,emergency,,2019-11-01 11,emergency,,2019-08-01 11,emergency,,2017-08-01 11,emergency,,2016-12-01 -11,emergency,None,2021-01-01 -11,emergency,None,2020-12-01 -11,emergency,None,2019-11-01 -11,emergency,None,2019-08-01 -11,emergency,None,2017-08-01 -11,emergency,None,2016-12-01 +11,emergency,cumulus__none,2021-01-01 +11,emergency,cumulus__none,2020-12-01 +11,emergency,cumulus__none,2019-11-01 +11,emergency,cumulus__none,2019-08-01 +11,emergency,cumulus__none,2017-08-01 +11,emergency,cumulus__none,2016-12-01 diff --git a/tests/regression/reference/core__count_encounter_priority_month.parquet b/tests/regression/reference/core__count_encounter_priority_month.parquet index 89000decb7fae99a601671484291dbee139a68fc..79ce69b0e3d4790b354a8b05b210ba197be1c552 100644 GIT binary patch delta 962 zcmeCtIHs|Hm63NcE32=+lBk-GD3d6I5Cemt11|#uLvm?uX-;Wze0*MhUaBaA=oCiL zNsKz8FW5x|MA<~yWX!%WYw)5dl0f24ZetDLy&*0m$|GsYz$PFmAuu_fTTJT!lh`39 zwHu;p(?kgvuvwICEwjiOb%Y5*1*t`u`6=;}H*$-!K9W~kAUXLSyUgU5+(MHjxfFoj 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zOCe*56lQM=IWE{q2&qLn0U_BcQ`@Xa`kEmng9ei{l)p`YFRrT>wY6qG6l=+vx(%OT zX)U%P@?1-z69o7?v_7=bs+8JnGoK5oh{x#QaA;;QlC8=*EGrjl7U>FTxz_i1n8|2d zTgWAXQiOrlsB4V2Q_t%x%-uj%6*;Lw&2AUlX1QU3XLm)&Fv+!eFjXU)X@!lU*2#3D zDbR^sJ|d{H&ef%G)MTWU=uWDZQOX&Tq$(syCaJ2VWx?BFm!k!@BnLhYPwdG^QfTR1 zDfE)h`zF=pKp;RY!R0!P#uIUrw1}XjDUl#4co0dMW0R9?U5c=EIG(f7p)k3WhLAuT u@sNqkIO4hJFFPz&{rN diff --git a/tests/regression/reference/core__count_encounter_service_month.csv b/tests/regression/reference/core__count_encounter_service_month.csv index 807a01da..07fa2889 100644 --- a/tests/regression/reference/core__count_encounter_service_month.csv +++ b/tests/regression/reference/core__count_encounter_service_month.csv @@ -1,368 +1,368 @@ -cnt,enc_class_display,enc_service_display,start_month +cnt,class_display,servicetype_display,period_start_month 31669,,, -31669,,None, +31669,,cumulus__none, 29698,ambulatory,, -29698,ambulatory,None, +29698,ambulatory,cumulus__none, 1288,emergency,, -1288,emergency,None, +1288,emergency,cumulus__none, 582,,,2021-04-01 -582,,None,2021-04-01 +582,,cumulus__none,2021-04-01 578,,,2021-05-01 -578,,None,2021-05-01 +578,,cumulus__none,2021-05-01 563,ambulatory,,2021-04-01 -563,ambulatory,None,2021-04-01 +563,ambulatory,cumulus__none,2021-04-01 556,,,2021-03-01 -556,,None,2021-03-01 +556,,cumulus__none,2021-03-01 556,ambulatory,,2021-05-01 -556,ambulatory,None,2021-05-01 +556,ambulatory,cumulus__none,2021-05-01 531,ambulatory,,2021-03-01 -531,ambulatory,None,2021-03-01 +531,ambulatory,cumulus__none,2021-03-01 477,,,2021-06-01 -477,,None,2021-06-01 +477,,cumulus__none,2021-06-01 475,,,2021-08-01 -475,,None,2021-08-01 +475,,cumulus__none,2021-08-01 459,ambulatory,,2021-06-01 -459,ambulatory,None,2021-06-01 +459,ambulatory,cumulus__none,2021-06-01 457,,,2021-10-01 -457,,None,2021-10-01 +457,,cumulus__none,2021-10-01 451,ambulatory,,2021-08-01 -451,ambulatory,None,2021-08-01 +451,ambulatory,cumulus__none,2021-08-01 434,,,2021-07-01 -434,,None,2021-07-01 +434,,cumulus__none,2021-07-01 433,,,2021-01-01 -433,,None,2021-01-01 +433,,cumulus__none,2021-01-01 433,ambulatory,,2021-10-01 -433,ambulatory,None,2021-10-01 +433,ambulatory,cumulus__none,2021-10-01 431,,,2021-12-01 -431,,None,2021-12-01 +431,,cumulus__none,2021-12-01 430,,,2021-11-01 -430,,None,2021-11-01 +430,,cumulus__none,2021-11-01 428,,,2021-09-01 -428,,None,2021-09-01 +428,,cumulus__none,2021-09-01 423,,,2022-05-01 -423,,None,2022-05-01 +423,,cumulus__none,2022-05-01 420,,,2022-07-01 -420,,None,2022-07-01 +420,,cumulus__none,2022-07-01 418,,,2018-08-01 -418,,None,2018-08-01 +418,,cumulus__none,2018-08-01 415,,,2018-05-01 -415,,None,2018-05-01 +415,,cumulus__none,2018-05-01 414,,,2022-10-01 -414,,None,2022-10-01 +414,,cumulus__none,2022-10-01 413,,,2021-02-01 -413,,None,2021-02-01 +413,,cumulus__none,2021-02-01 411,,,2022-08-01 411,,,2016-08-01 -411,,None,2022-08-01 -411,,None,2016-08-01 +411,,cumulus__none,2022-08-01 +411,,cumulus__none,2016-08-01 411,ambulatory,,2021-11-01 411,ambulatory,,2021-07-01 -411,ambulatory,None,2021-11-01 -411,ambulatory,None,2021-07-01 +411,ambulatory,cumulus__none,2021-11-01 +411,ambulatory,cumulus__none,2021-07-01 409,,,2023-01-01 -409,,None,2023-01-01 +409,,cumulus__none,2023-01-01 406,,,2018-06-01 -406,,None,2018-06-01 +406,,cumulus__none,2018-06-01 405,ambulatory,,2021-01-01 -405,ambulatory,None,2021-01-01 +405,ambulatory,cumulus__none,2021-01-01 404,,,2017-03-01 -404,,None,2017-03-01 +404,,cumulus__none,2017-03-01 402,ambulatory,,2021-09-01 -402,ambulatory,None,2021-09-01 +402,ambulatory,cumulus__none,2021-09-01 401,,,2018-03-01 -401,,None,2018-03-01 +401,,cumulus__none,2018-03-01 400,,,2018-09-01 -400,,None,2018-09-01 +400,,cumulus__none,2018-09-01 398,,,2017-06-01 -398,,None,2017-06-01 +398,,cumulus__none,2017-06-01 396,,,2019-04-01 -396,,None,2019-04-01 +396,,cumulus__none,2019-04-01 395,,,2019-01-01 395,,,2018-01-01 -395,,None,2019-01-01 -395,,None,2018-01-01 +395,,cumulus__none,2019-01-01 +395,,cumulus__none,2018-01-01 395,ambulatory,,2021-12-01 -395,ambulatory,None,2021-12-01 +395,ambulatory,cumulus__none,2021-12-01 394,ambulatory,,2018-05-01 -394,ambulatory,None,2018-05-01 +394,ambulatory,cumulus__none,2018-05-01 393,,,2022-12-01 -393,,None,2022-12-01 +393,,cumulus__none,2022-12-01 393,ambulatory,,2022-10-01 393,ambulatory,,2022-07-01 -393,ambulatory,None,2022-10-01 -393,ambulatory,None,2022-07-01 +393,ambulatory,cumulus__none,2022-10-01 +393,ambulatory,cumulus__none,2022-07-01 392,,,2019-03-01 -392,,None,2019-03-01 +392,,cumulus__none,2019-03-01 392,ambulatory,,2021-02-01 392,ambulatory,,2018-08-01 -392,ambulatory,None,2021-02-01 -392,ambulatory,None,2018-08-01 +392,ambulatory,cumulus__none,2021-02-01 +392,ambulatory,cumulus__none,2018-08-01 391,,,2022-09-01 -391,,None,2022-09-01 +391,,cumulus__none,2022-09-01 391,inpatient encounter,, -391,inpatient encounter,None, +391,inpatient encounter,cumulus__none, 389,,,2022-04-01 -389,,None,2022-04-01 +389,,cumulus__none,2022-04-01 389,ambulatory,,2022-05-01 -389,ambulatory,None,2022-05-01 +389,ambulatory,cumulus__none,2022-05-01 388,,,2017-07-01 -388,,None,2017-07-01 +388,,cumulus__none,2017-07-01 386,,,2020-03-01 -386,,None,2020-03-01 +386,,cumulus__none,2020-03-01 385,,,2019-05-01 385,,,2016-07-01 -385,,None,2019-05-01 -385,,None,2016-07-01 +385,,cumulus__none,2019-05-01 +385,,cumulus__none,2016-07-01 385,ambulatory,,2023-01-01 -385,ambulatory,None,2023-01-01 +385,ambulatory,cumulus__none,2023-01-01 384,,,2017-08-01 -384,,None,2017-08-01 +384,,cumulus__none,2017-08-01 383,,,2023-02-01 -383,,None,2023-02-01 +383,,cumulus__none,2023-02-01 382,,,2023-03-01 382,,,2022-06-01 -382,,None,2023-03-01 -382,,None,2022-06-01 +382,,cumulus__none,2023-03-01 +382,,cumulus__none,2022-06-01 380,ambulatory,,2018-09-01 -380,ambulatory,None,2018-09-01 +380,ambulatory,cumulus__none,2018-09-01 379,,,2017-12-01 379,,,2016-06-01 -379,,None,2017-12-01 -379,,None,2016-06-01 +379,,cumulus__none,2017-12-01 +379,,cumulus__none,2016-06-01 379,ambulatory,,2017-03-01 -379,ambulatory,None,2017-03-01 +379,ambulatory,cumulus__none,2017-03-01 378,,,2022-11-01 -378,,None,2022-11-01 +378,,cumulus__none,2022-11-01 377,ambulatory,,2022-08-01 -377,ambulatory,None,2022-08-01 +377,ambulatory,cumulus__none,2022-08-01 376,ambulatory,,2018-06-01 376,ambulatory,,2018-03-01 -376,ambulatory,None,2018-06-01 -376,ambulatory,None,2018-03-01 +376,ambulatory,cumulus__none,2018-06-01 +376,ambulatory,cumulus__none,2018-03-01 375,ambulatory,,2022-09-01 -375,ambulatory,None,2022-09-01 +375,ambulatory,cumulus__none,2022-09-01 374,ambulatory,,2019-01-01 -374,ambulatory,None,2019-01-01 +374,ambulatory,cumulus__none,2019-01-01 373,,,2022-01-01 373,,,2020-07-01 373,,,2016-09-01 -373,,None,2022-01-01 -373,,None,2020-07-01 -373,,None,2016-09-01 +373,,cumulus__none,2022-01-01 +373,,cumulus__none,2020-07-01 +373,,cumulus__none,2016-09-01 373,ambulatory,,2018-01-01 -373,ambulatory,None,2018-01-01 +373,ambulatory,cumulus__none,2018-01-01 372,,,2017-01-01 -372,,None,2017-01-01 +372,,cumulus__none,2017-01-01 371,ambulatory,,2022-12-01 -371,ambulatory,None,2022-12-01 +371,ambulatory,cumulus__none,2022-12-01 370,,,2016-12-01 -370,,None,2016-12-01 +370,,cumulus__none,2016-12-01 369,,,2019-06-01 -369,,None,2019-06-01 +369,,cumulus__none,2019-06-01 369,ambulatory,,2019-04-01 -369,ambulatory,None,2019-04-01 +369,ambulatory,cumulus__none,2019-04-01 368,,,2020-12-01 -368,,None,2020-12-01 +368,,cumulus__none,2020-12-01 368,ambulatory,,2017-08-01 -368,ambulatory,None,2017-08-01 +368,ambulatory,cumulus__none,2017-08-01 367,,,2018-04-01 367,,,2017-05-01 -367,,None,2018-04-01 -367,,None,2017-05-01 +367,,cumulus__none,2018-04-01 +367,,cumulus__none,2017-05-01 367,ambulatory,,2017-06-01 367,ambulatory,,2016-08-01 -367,ambulatory,None,2017-06-01 -367,ambulatory,None,2016-08-01 +367,ambulatory,cumulus__none,2017-06-01 +367,ambulatory,cumulus__none,2016-08-01 366,ambulatory,,2022-06-01 -366,ambulatory,None,2022-06-01 +366,ambulatory,cumulus__none,2022-06-01 365,ambulatory,,2022-11-01 -365,ambulatory,None,2022-11-01 +365,ambulatory,cumulus__none,2022-11-01 364,,,2020-04-01 364,,,2018-07-01 364,,,2016-10-01 -364,,None,2020-04-01 -364,,None,2018-07-01 -364,,None,2016-10-01 +364,,cumulus__none,2020-04-01 +364,,cumulus__none,2018-07-01 +364,,cumulus__none,2016-10-01 363,,,2020-11-01 363,,,2020-01-01 363,,,2017-10-01 -363,,None,2020-11-01 -363,,None,2020-01-01 -363,,None,2017-10-01 +363,,cumulus__none,2020-11-01 +363,,cumulus__none,2020-01-01 +363,,cumulus__none,2017-10-01 363,ambulatory,,2019-03-01 -363,ambulatory,None,2019-03-01 +363,ambulatory,cumulus__none,2019-03-01 361,ambulatory,,2022-04-01 -361,ambulatory,None,2022-04-01 +361,ambulatory,cumulus__none,2022-04-01 359,,,2022-03-01 359,,,2022-02-01 359,,,2020-06-01 359,,,2018-10-01 -359,,None,2022-03-01 -359,,None,2022-02-01 -359,,None,2020-06-01 -359,,None,2018-10-01 +359,,cumulus__none,2022-03-01 +359,,cumulus__none,2022-02-01 +359,,cumulus__none,2020-06-01 +359,,cumulus__none,2018-10-01 359,ambulatory,,2023-02-01 -359,ambulatory,None,2023-02-01 +359,ambulatory,cumulus__none,2023-02-01 358,,,2020-08-01 -358,,None,2020-08-01 +358,,cumulus__none,2020-08-01 358,ambulatory,,2020-03-01 358,ambulatory,,2017-07-01 -358,ambulatory,None,2020-03-01 -358,ambulatory,None,2017-07-01 +358,ambulatory,cumulus__none,2020-03-01 +358,ambulatory,cumulus__none,2017-07-01 357,ambulatory,,2023-03-01 357,ambulatory,,2019-05-01 357,ambulatory,,2016-09-01 -357,ambulatory,None,2023-03-01 -357,ambulatory,None,2019-05-01 -357,ambulatory,None,2016-09-01 +357,ambulatory,cumulus__none,2023-03-01 +357,ambulatory,cumulus__none,2019-05-01 +357,ambulatory,cumulus__none,2016-09-01 356,,,2018-12-01 356,,,2017-09-01 -356,,None,2018-12-01 -356,,None,2017-09-01 +356,,cumulus__none,2018-12-01 +356,,cumulus__none,2017-09-01 356,ambulatory,,2016-12-01 -356,ambulatory,None,2016-12-01 +356,ambulatory,cumulus__none,2016-12-01 355,ambulatory,,2016-06-01 -355,ambulatory,None,2016-06-01 +355,ambulatory,cumulus__none,2016-06-01 354,,,2019-12-01 -354,,None,2019-12-01 +354,,cumulus__none,2019-12-01 354,ambulatory,,2017-12-01 354,ambulatory,,2016-07-01 -354,ambulatory,None,2017-12-01 -354,ambulatory,None,2016-07-01 +354,ambulatory,cumulus__none,2017-12-01 +354,ambulatory,cumulus__none,2016-07-01 353,,,2019-07-01 -353,,None,2019-07-01 +353,,cumulus__none,2019-07-01 350,ambulatory,,2022-01-01 -350,ambulatory,None,2022-01-01 +350,ambulatory,cumulus__none,2022-01-01 348,ambulatory,,2018-04-01 -348,ambulatory,None,2018-04-01 +348,ambulatory,cumulus__none,2018-04-01 347,,,2020-05-01 347,,,2017-04-01 -347,,None,2020-05-01 -347,,None,2017-04-01 +347,,cumulus__none,2020-05-01 +347,,cumulus__none,2017-04-01 347,ambulatory,,2018-07-01 347,ambulatory,,2017-05-01 -347,ambulatory,None,2018-07-01 -347,ambulatory,None,2017-05-01 +347,ambulatory,cumulus__none,2018-07-01 +347,ambulatory,cumulus__none,2017-05-01 346,,,2018-11-01 -346,,None,2018-11-01 +346,,cumulus__none,2018-11-01 346,ambulatory,,2020-11-01 346,ambulatory,,2019-06-01 -346,ambulatory,None,2020-11-01 -346,ambulatory,None,2019-06-01 +346,ambulatory,cumulus__none,2020-11-01 +346,ambulatory,cumulus__none,2019-06-01 345,ambulatory,,2020-12-01 -345,ambulatory,None,2020-12-01 +345,ambulatory,cumulus__none,2020-12-01 344,ambulatory,,2020-07-01 -344,ambulatory,None,2020-07-01 +344,ambulatory,cumulus__none,2020-07-01 342,,,2020-10-01 -342,,None,2020-10-01 +342,,cumulus__none,2020-10-01 342,ambulatory,,2022-02-01 342,ambulatory,,2016-10-01 -342,ambulatory,None,2022-02-01 -342,ambulatory,None,2016-10-01 +342,ambulatory,cumulus__none,2022-02-01 +342,ambulatory,cumulus__none,2016-10-01 341,,,2019-02-01 -341,,None,2019-02-01 +341,,cumulus__none,2019-02-01 341,ambulatory,,2017-10-01 -341,ambulatory,None,2017-10-01 +341,ambulatory,cumulus__none,2017-10-01 340,ambulatory,,2022-03-01 340,ambulatory,,2017-01-01 -340,ambulatory,None,2022-03-01 -340,ambulatory,None,2017-01-01 +340,ambulatory,cumulus__none,2022-03-01 +340,ambulatory,cumulus__none,2017-01-01 339,,,2017-11-01 -339,,None,2017-11-01 +339,,cumulus__none,2017-11-01 336,ambulatory,,2020-06-01 -336,ambulatory,None,2020-06-01 +336,ambulatory,cumulus__none,2020-06-01 335,,,2020-09-01 335,,,2018-02-01 -335,,None,2020-09-01 -335,,None,2018-02-01 +335,,cumulus__none,2020-09-01 +335,,cumulus__none,2018-02-01 334,,,2017-02-01 -334,,None,2017-02-01 +334,,cumulus__none,2017-02-01 334,ambulatory,,2020-08-01 334,ambulatory,,2018-10-01 -334,ambulatory,None,2020-08-01 -334,ambulatory,None,2018-10-01 +334,ambulatory,cumulus__none,2020-08-01 +334,ambulatory,cumulus__none,2018-10-01 333,ambulatory,,2018-12-01 -333,ambulatory,None,2018-12-01 +333,ambulatory,cumulus__none,2018-12-01 331,ambulatory,,2017-09-01 -331,ambulatory,None,2017-09-01 +331,ambulatory,cumulus__none,2017-09-01 330,,,2019-10-01 -330,,None,2019-10-01 +330,,cumulus__none,2019-10-01 330,ambulatory,,2019-12-01 -330,ambulatory,None,2019-12-01 +330,ambulatory,cumulus__none,2019-12-01 326,,,2019-08-01 326,,,2016-11-01 -326,,None,2019-08-01 -326,,None,2016-11-01 +326,,cumulus__none,2019-08-01 +326,,cumulus__none,2016-11-01 325,ambulatory,,2020-01-01 -325,ambulatory,None,2020-01-01 +325,ambulatory,cumulus__none,2020-01-01 323,ambulatory,,2020-04-01 323,ambulatory,,2017-04-01 -323,ambulatory,None,2020-04-01 -323,ambulatory,None,2017-04-01 +323,ambulatory,cumulus__none,2020-04-01 +323,ambulatory,cumulus__none,2017-04-01 322,ambulatory,,2018-11-01 -322,ambulatory,None,2018-11-01 +322,ambulatory,cumulus__none,2018-11-01 318,ambulatory,,2020-10-01 318,ambulatory,,2020-05-01 -318,ambulatory,None,2020-10-01 -318,ambulatory,None,2020-05-01 +318,ambulatory,cumulus__none,2020-10-01 +318,ambulatory,cumulus__none,2020-05-01 316,ambulatory,,2016-11-01 -316,ambulatory,None,2016-11-01 +316,ambulatory,cumulus__none,2016-11-01 315,ambulatory,,2017-02-01 -315,ambulatory,None,2017-02-01 +315,ambulatory,cumulus__none,2017-02-01 314,ambulatory,,2018-02-01 -314,ambulatory,None,2018-02-01 +314,ambulatory,cumulus__none,2018-02-01 313,ambulatory,,2019-07-01 313,ambulatory,,2017-11-01 -313,ambulatory,None,2019-07-01 -313,ambulatory,None,2017-11-01 +313,ambulatory,cumulus__none,2019-07-01 +313,ambulatory,cumulus__none,2017-11-01 311,ambulatory,,2020-09-01 -311,ambulatory,None,2020-09-01 +311,ambulatory,cumulus__none,2020-09-01 309,ambulatory,,2019-08-01 -309,ambulatory,None,2019-08-01 +309,ambulatory,cumulus__none,2019-08-01 308,ambulatory,,2019-02-01 -308,ambulatory,None,2019-02-01 +308,ambulatory,cumulus__none,2019-02-01 307,,,2020-02-01 -307,,None,2020-02-01 +307,,cumulus__none,2020-02-01 300,ambulatory,,2019-10-01 -300,ambulatory,None,2019-10-01 +300,ambulatory,cumulus__none,2019-10-01 296,,,2019-11-01 -296,,None,2019-11-01 +296,,cumulus__none,2019-11-01 296,ambulatory,,2020-02-01 -296,ambulatory,None,2020-02-01 +296,ambulatory,cumulus__none,2020-02-01 291,,,2019-09-01 -291,,None,2019-09-01 +291,,cumulus__none,2019-09-01 284,ambulatory,,2019-11-01 -284,ambulatory,None,2019-11-01 +284,ambulatory,cumulus__none,2019-11-01 273,ambulatory,,2019-09-01 -273,ambulatory,None,2019-09-01 +273,ambulatory,cumulus__none,2019-09-01 212,home health,, -212,home health,None, +212,home health,cumulus__none, 80,virtual,, -80,virtual,None, +80,virtual,cumulus__none, 26,emergency,,2017-07-01 -26,emergency,None,2017-07-01 +26,emergency,cumulus__none,2017-07-01 25,emergency,,2018-06-01 25,emergency,,2017-01-01 -25,emergency,None,2018-06-01 -25,emergency,None,2017-01-01 +25,emergency,cumulus__none,2018-06-01 +25,emergency,cumulus__none,2017-01-01 23,emergency,,2022-05-01 23,emergency,,2019-02-01 -23,emergency,None,2022-05-01 -23,emergency,None,2019-02-01 +23,emergency,cumulus__none,2022-05-01 +23,emergency,cumulus__none,2019-02-01 21,emergency,,2020-05-01 -21,emergency,None,2020-05-01 +21,emergency,cumulus__none,2020-05-01 20,emergency,,2023-03-01 20,emergency,,2022-07-01 20,emergency,,2021-09-01 20,emergency,,2017-06-01 20,emergency,,2017-04-01 20,emergency,,2016-07-01 -20,emergency,None,2023-03-01 -20,emergency,None,2022-07-01 -20,emergency,None,2021-09-01 -20,emergency,None,2017-06-01 -20,emergency,None,2017-04-01 -20,emergency,None,2016-07-01 +20,emergency,cumulus__none,2023-03-01 +20,emergency,cumulus__none,2022-07-01 +20,emergency,cumulus__none,2021-09-01 +20,emergency,cumulus__none,2017-06-01 +20,emergency,cumulus__none,2017-04-01 +20,emergency,cumulus__none,2016-07-01 19,emergency,,2021-08-01 19,emergency,,2021-05-01 19,emergency,,2020-04-01 @@ -370,13 +370,13 @@ cnt,enc_class_display,enc_service_display,start_month 19,emergency,,2017-09-01 19,emergency,,2016-10-01 19,emergency,,2016-06-01 -19,emergency,None,2021-08-01 -19,emergency,None,2021-05-01 -19,emergency,None,2020-04-01 -19,emergency,None,2019-03-01 -19,emergency,None,2017-09-01 -19,emergency,None,2016-10-01 -19,emergency,None,2016-06-01 +19,emergency,cumulus__none,2021-08-01 +19,emergency,cumulus__none,2021-05-01 +19,emergency,cumulus__none,2020-04-01 +19,emergency,cumulus__none,2019-03-01 +19,emergency,cumulus__none,2017-09-01 +19,emergency,cumulus__none,2016-10-01 +19,emergency,cumulus__none,2016-06-01 18,emergency,,2022-12-01 18,emergency,,2022-04-01 18,emergency,,2021-03-01 @@ -385,14 +385,14 @@ cnt,enc_class_display,enc_service_display,start_month 18,emergency,,2018-03-01 18,emergency,,2017-03-01 18,emergency,,2017-02-01 -18,emergency,None,2022-12-01 -18,emergency,None,2022-04-01 -18,emergency,None,2021-03-01 -18,emergency,None,2020-07-01 -18,emergency,None,2019-10-01 -18,emergency,None,2018-03-01 -18,emergency,None,2017-03-01 -18,emergency,None,2017-02-01 +18,emergency,cumulus__none,2022-12-01 +18,emergency,cumulus__none,2022-04-01 +18,emergency,cumulus__none,2021-03-01 +18,emergency,cumulus__none,2020-07-01 +18,emergency,cumulus__none,2019-10-01 +18,emergency,cumulus__none,2018-03-01 +18,emergency,cumulus__none,2017-03-01 +18,emergency,cumulus__none,2017-02-01 17,emergency,,2023-02-01 17,emergency,,2021-12-01 17,emergency,,2020-09-01 @@ -401,14 +401,14 @@ cnt,enc_class_display,enc_service_display,start_month 17,emergency,,2018-01-01 17,emergency,,2017-11-01 17,emergency,,2016-08-01 -17,emergency,None,2023-02-01 -17,emergency,None,2021-12-01 -17,emergency,None,2020-09-01 -17,emergency,None,2019-04-01 -17,emergency,None,2018-09-01 -17,emergency,None,2018-01-01 -17,emergency,None,2017-11-01 -17,emergency,None,2016-08-01 +17,emergency,cumulus__none,2023-02-01 +17,emergency,cumulus__none,2021-12-01 +17,emergency,cumulus__none,2020-09-01 +17,emergency,cumulus__none,2019-04-01 +17,emergency,cumulus__none,2018-09-01 +17,emergency,cumulus__none,2018-01-01 +17,emergency,cumulus__none,2017-11-01 +17,emergency,cumulus__none,2016-08-01 16,emergency,,2022-08-01 16,emergency,,2022-03-01 16,emergency,,2021-02-01 @@ -416,27 +416,27 @@ cnt,enc_class_display,enc_service_display,start_month 16,emergency,,2018-11-01 16,emergency,,2018-02-01 16,emergency,,2016-09-01 -16,emergency,None,2022-08-01 -16,emergency,None,2022-03-01 -16,emergency,None,2021-02-01 -16,emergency,None,2020-10-01 -16,emergency,None,2018-11-01 -16,emergency,None,2018-02-01 -16,emergency,None,2016-09-01 +16,emergency,cumulus__none,2022-08-01 +16,emergency,cumulus__none,2022-03-01 +16,emergency,cumulus__none,2021-02-01 +16,emergency,cumulus__none,2020-10-01 +16,emergency,cumulus__none,2018-11-01 +16,emergency,cumulus__none,2018-02-01 +16,emergency,cumulus__none,2016-09-01 15,,,2023-04-01 -15,,None,2023-04-01 +15,,cumulus__none,2023-04-01 15,emergency,,2020-01-01 15,emergency,,2018-12-01 15,emergency,,2018-10-01 15,emergency,,2018-08-01 15,emergency,,2017-10-01 -15,emergency,None,2020-01-01 -15,emergency,None,2018-12-01 -15,emergency,None,2018-10-01 -15,emergency,None,2018-08-01 -15,emergency,None,2017-10-01 +15,emergency,cumulus__none,2020-01-01 +15,emergency,cumulus__none,2018-12-01 +15,emergency,cumulus__none,2018-10-01 +15,emergency,cumulus__none,2018-08-01 +15,emergency,cumulus__none,2017-10-01 14,inpatient encounter,,2021-01-01 -14,inpatient encounter,None,2021-01-01 +14,inpatient encounter,cumulus__none,2021-01-01 14,emergency,,2022-01-01 14,emergency,,2021-10-01 14,emergency,,2021-06-01 @@ -446,17 +446,17 @@ cnt,enc_class_display,enc_service_display,start_month 14,emergency,,2019-05-01 14,emergency,,2018-04-01 14,emergency,,2017-05-01 -14,emergency,None,2022-01-01 -14,emergency,None,2021-10-01 -14,emergency,None,2021-06-01 -14,emergency,None,2020-03-01 -14,emergency,None,2019-12-01 -14,emergency,None,2019-09-01 -14,emergency,None,2019-05-01 -14,emergency,None,2018-04-01 -14,emergency,None,2017-05-01 +14,emergency,cumulus__none,2022-01-01 +14,emergency,cumulus__none,2021-10-01 +14,emergency,cumulus__none,2021-06-01 +14,emergency,cumulus__none,2020-03-01 +14,emergency,cumulus__none,2019-12-01 +14,emergency,cumulus__none,2019-09-01 +14,emergency,cumulus__none,2019-05-01 +14,emergency,cumulus__none,2018-04-01 +14,emergency,cumulus__none,2017-05-01 14,ambulatory,,2023-04-01 -14,ambulatory,None,2023-04-01 +14,ambulatory,cumulus__none,2023-04-01 13,emergency,,2023-01-01 13,emergency,,2022-10-01 13,emergency,,2022-06-01 @@ -467,35 +467,35 @@ cnt,enc_class_display,enc_service_display,start_month 13,emergency,,2018-07-01 13,emergency,,2018-05-01 13,emergency,,2017-12-01 -13,emergency,None,2023-01-01 -13,emergency,None,2022-10-01 -13,emergency,None,2022-06-01 -13,emergency,None,2021-04-01 -13,emergency,None,2020-06-01 -13,emergency,None,2019-07-01 -13,emergency,None,2019-01-01 -13,emergency,None,2018-07-01 -13,emergency,None,2018-05-01 -13,emergency,None,2017-12-01 +13,emergency,cumulus__none,2023-01-01 +13,emergency,cumulus__none,2022-10-01 +13,emergency,cumulus__none,2022-06-01 +13,emergency,cumulus__none,2021-04-01 +13,emergency,cumulus__none,2020-06-01 +13,emergency,cumulus__none,2019-07-01 +13,emergency,cumulus__none,2019-01-01 +13,emergency,cumulus__none,2018-07-01 +13,emergency,cumulus__none,2018-05-01 +13,emergency,cumulus__none,2017-12-01 12,emergency,,2022-09-01 12,emergency,,2022-02-01 12,emergency,,2021-07-01 12,emergency,,2020-08-01 -12,emergency,None,2022-09-01 -12,emergency,None,2022-02-01 -12,emergency,None,2021-07-01 -12,emergency,None,2020-08-01 +12,emergency,cumulus__none,2022-09-01 +12,emergency,cumulus__none,2022-02-01 +12,emergency,cumulus__none,2021-07-01 +12,emergency,cumulus__none,2020-08-01 11,inpatient encounter,,2019-05-01 -11,inpatient encounter,None,2019-05-01 +11,inpatient encounter,cumulus__none,2019-05-01 11,emergency,,2021-01-01 11,emergency,,2020-12-01 11,emergency,,2019-11-01 11,emergency,,2019-08-01 11,emergency,,2017-08-01 11,emergency,,2016-12-01 -11,emergency,None,2021-01-01 -11,emergency,None,2020-12-01 -11,emergency,None,2019-11-01 -11,emergency,None,2019-08-01 -11,emergency,None,2017-08-01 -11,emergency,None,2016-12-01 +11,emergency,cumulus__none,2021-01-01 +11,emergency,cumulus__none,2020-12-01 +11,emergency,cumulus__none,2019-11-01 +11,emergency,cumulus__none,2019-08-01 +11,emergency,cumulus__none,2017-08-01 +11,emergency,cumulus__none,2016-12-01 diff --git a/tests/regression/reference/core__count_encounter_service_month.parquet b/tests/regression/reference/core__count_encounter_service_month.parquet index f2c23313f5e27bf76e50787b5066083e47f6bb3b..b4bdcb6387934403a82280cd819895e3f969bb45 100644 GIT binary patch delta 1279 zcmb_a&u<$=6dt>^)4Fz&+L^>IZX*@sRH91lO*g75Rqd=BZ`P#Sc%yiKaIn_9TYK&G z#?8iYYzbMSf@6^w#F-NU3B;lQK-)9o5DBT5o)9RAD>p8@-Ih2NNE~3a^X+?jZ@&57 zd-KQAk5|5kgc3A#t|H;n_%hCI;4nr>gwEedAcTy5x9{}5dfnY|EsXGIA^d6RDn6RR zvp9;Q+11}qT}ix=ls@6ok0YC#FBY;mo?%gRHj_?y*6zM-SbM{sRX1&~=jcNmo{+|^j#;NaoLz_aPveX9r+EEjX&Z^RPPz{h?@#^JnC}x8kL_O* zk3uZ%PG7vlEEg_+fYNayN%!TOp3$+36QqNf7!0y-^C1M+Vxv%l%k+LGO2ET3J zw~1}aY)@s19c@eSgi@t%%7uYdE9NbQd(Bm}^=_?gmV)@6rbsQ|$g5kzs=%{_22X#R 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/dev/null @@ -1,385 +0,0 @@ -cnt,enc_class_display,enc_type_display,enc_service_display,enc_priority_display -31669,,,, -31669,,,,None -31669,,,None, -31669,,,None,None -29698,ambulatory,,, -29698,ambulatory,,,None -29698,ambulatory,,None, -29698,ambulatory,,None,None -7618,,Encounter for problem (procedure),, -7618,,Encounter for problem (procedure),,None -7618,,Encounter for problem (procedure),None, -7618,,Encounter for problem (procedure),None,None -7602,ambulatory,Encounter for problem (procedure),, -7602,ambulatory,Encounter for problem (procedure),,None -7602,ambulatory,Encounter for problem (procedure),None, -7602,ambulatory,Encounter for problem (procedure),None,None -3852,,General examination of patient (procedure),, -3852,,General examination of patient (procedure),,None -3852,,General examination of patient (procedure),None, -3852,,General examination of patient (procedure),None,None -3852,ambulatory,General examination of patient (procedure),, -3852,ambulatory,General examination of patient (procedure),,None -3852,ambulatory,General examination of patient (procedure),None, -3852,ambulatory,General examination of patient (procedure),None,None -2561,,Well child visit (procedure),, -2561,,Well child visit (procedure),,None -2561,,Well child visit (procedure),None, -2561,,Well child visit (procedure),None,None -2561,ambulatory,Well child visit (procedure),, -2561,ambulatory,Well child visit (procedure),,None -2561,ambulatory,Well child visit (procedure),None, -2561,ambulatory,Well child visit (procedure),None,None -2423,,Encounter for check up (procedure),, -2423,,Encounter for check up (procedure),,None -2423,,Encounter for check up (procedure),None, -2423,,Encounter for check up (procedure),None,None -2423,ambulatory,Encounter for check up (procedure),, -2423,ambulatory,Encounter for check up (procedure),,None -2423,ambulatory,Encounter for check up (procedure),None, -2423,ambulatory,Encounter for check up (procedure),None,None -2079,,Urgent care clinic (environment),, -2079,,Urgent care clinic (environment),,None -2079,,Urgent care clinic (environment),None, -2079,,Urgent care clinic (environment),None,None -2079,ambulatory,Urgent care clinic (environment),, -2079,ambulatory,Urgent care clinic (environment),,None -2079,ambulatory,Urgent care clinic (environment),None, -2079,ambulatory,Urgent care clinic (environment),None,None -1979,,Encounter for symptom,, -1979,,Encounter for symptom,,None -1979,,Encounter for symptom,None, -1979,,Encounter for symptom,None,None -1975,ambulatory,Encounter for symptom,, -1975,ambulatory,Encounter for symptom,,None -1975,ambulatory,Encounter for symptom,None, -1975,ambulatory,Encounter for symptom,None,None -1602,,Prenatal visit,, -1602,,Prenatal visit,,None -1602,,Prenatal visit,None, -1602,,Prenatal visit,None,None -1602,ambulatory,Prenatal visit,, -1602,ambulatory,Prenatal visit,,None -1602,ambulatory,Prenatal visit,None, -1602,ambulatory,Prenatal visit,None,None -1288,emergency,,, -1288,emergency,,,None -1288,emergency,,None, -1288,emergency,,None,None -1270,,Administration of vaccine to produce active immunity (procedure),, -1270,,Administration of vaccine to produce active immunity (procedure),,None -1270,,Administration of vaccine to produce active immunity (procedure),None, -1270,,Administration of vaccine to produce active immunity (procedure),None,None -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),, -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),,None -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),None, -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None -1141,,Patient encounter procedure,, -1141,,Patient encounter procedure,,None -1141,,Patient encounter procedure,None, -1141,,Patient encounter procedure,None,None -1141,ambulatory,Patient encounter procedure,, -1141,ambulatory,Patient encounter procedure,,None -1141,ambulatory,Patient encounter procedure,None, -1141,ambulatory,Patient encounter procedure,None,None -919,,Emergency room admission (procedure),, -919,,Emergency room admission (procedure),,None -919,,Emergency room admission (procedure),None, -919,,Emergency room admission (procedure),None,None -919,emergency,Emergency room admission (procedure),, -919,emergency,Emergency room admission (procedure),,None -919,emergency,Emergency room admission (procedure),None, -919,emergency,Emergency room admission (procedure),None,None -912,,Outpatient procedure,, -912,,Outpatient procedure,,None -912,,Outpatient procedure,None, -912,,Outpatient procedure,None,None -912,ambulatory,Outpatient procedure,, -912,ambulatory,Outpatient procedure,,None -912,ambulatory,Outpatient procedure,None, -912,ambulatory,Outpatient procedure,None,None -643,,Consultation for treatment,, -643,,Consultation for treatment,,None -643,,Consultation for treatment,None, -643,,Consultation for treatment,None,None -643,ambulatory,Consultation for treatment,, -643,ambulatory,Consultation for treatment,,None -643,ambulatory,Consultation for treatment,None, -643,ambulatory,Consultation for treatment,None,None -582,,Encounter for problem,, -582,,Encounter for problem,,None -582,,Encounter for problem,None, -582,,Encounter for problem,None,None -572,,Follow-up encounter,, -572,,Follow-up encounter,,None -572,,Follow-up encounter,None, -572,,Follow-up encounter,None,None -570,ambulatory,Follow-up encounter,, -570,ambulatory,Follow-up encounter,,None -570,ambulatory,Follow-up encounter,None, -570,ambulatory,Follow-up encounter,None,None -526,ambulatory,Encounter for problem,, -526,ambulatory,Encounter for problem,,None -526,ambulatory,Encounter for problem,None, -526,ambulatory,Encounter for problem,None,None -490,,Encounter for check up,, -490,,Encounter for check up,,None -490,,Encounter for check up,None, -490,,Encounter for check up,None,None -489,ambulatory,Encounter for check up,, -489,ambulatory,Encounter for check up,,None -489,ambulatory,Encounter for check up,None, -489,ambulatory,Encounter for check up,None,None -391,inpatient encounter,,, -391,inpatient encounter,,,None -391,inpatient encounter,,None, -391,inpatient encounter,,None,None -296,,Prenatal initial visit,, -296,,Prenatal initial visit,,None -296,,Prenatal initial visit,None, -296,,Prenatal initial visit,None,None -296,ambulatory,Prenatal initial visit,, -296,ambulatory,Prenatal initial visit,,None -296,ambulatory,Prenatal initial visit,None, -296,ambulatory,Prenatal initial visit,None,None -281,,Postoperative follow-up visit (procedure),, -281,,Postoperative follow-up visit (procedure),,None -281,,Postoperative follow-up visit (procedure),None, -281,,Postoperative follow-up visit (procedure),None,None -271,ambulatory,Postoperative follow-up visit (procedure),, -271,ambulatory,Postoperative follow-up visit (procedure),,None -271,ambulatory,Postoperative follow-up visit (procedure),None, -271,ambulatory,Postoperative follow-up visit (procedure),None,None -212,home health,,, -212,home health,,,None -212,home health,,None, -212,home health,,None,None -188,,Postnatal visit,, -188,,Postnatal visit,,None -188,,Postnatal visit,None, -188,,Postnatal visit,None,None -188,ambulatory,Postnatal visit,, -188,ambulatory,Postnatal visit,,None -188,ambulatory,Postnatal visit,None, -188,ambulatory,Postnatal visit,None,None -186,,Obstetric emergency hospital admission,, -186,,Obstetric emergency hospital admission,,None -186,,Obstetric emergency hospital admission,None, -186,,Obstetric emergency hospital admission,None,None -186,emergency,Obstetric emergency hospital admission,, -186,emergency,Obstetric emergency hospital admission,,None -186,emergency,Obstetric emergency hospital admission,None, -186,emergency,Obstetric emergency hospital admission,None,None -178,,Follow-up encounter (procedure),, -178,,Follow-up encounter (procedure),,None -178,,Follow-up encounter (procedure),None, -178,,Follow-up encounter (procedure),None,None -166,ambulatory,Follow-up encounter (procedure),, -166,ambulatory,Follow-up encounter (procedure),,None -166,ambulatory,Follow-up encounter (procedure),None, -166,ambulatory,Follow-up encounter (procedure),None,None -135,,Asthma follow-up,, -135,,Asthma follow-up,,None -135,,Asthma follow-up,None, -135,,Asthma follow-up,None,None -135,ambulatory,Asthma follow-up,, -135,ambulatory,Asthma follow-up,,None -135,ambulatory,Asthma follow-up,None, -135,ambulatory,Asthma follow-up,None,None -132,,Patient encounter procedure (procedure),, -132,,Patient encounter procedure (procedure),,None -132,,Patient encounter procedure (procedure),None, -132,,Patient encounter procedure (procedure),None,None -132,ambulatory,Patient encounter procedure (procedure),, -132,ambulatory,Patient encounter procedure (procedure),,None -132,ambulatory,Patient encounter procedure (procedure),None, -132,ambulatory,Patient encounter procedure (procedure),None,None -123,,Encounter for symptom (procedure),, -123,,Encounter for symptom (procedure),,None -123,,Encounter for symptom (procedure),None, -123,,Encounter for symptom (procedure),None,None -123,ambulatory,Encounter for symptom (procedure),, -123,ambulatory,Encounter for symptom (procedure),,None -123,ambulatory,Encounter for symptom (procedure),None, -123,ambulatory,Encounter for symptom (procedure),None,None -121,,Screening surveillance (regime/therapy),, -121,,Screening surveillance (regime/therapy),,None -121,,Screening surveillance (regime/therapy),None, -121,,Screening surveillance (regime/therapy),None,None -121,ambulatory,Screening surveillance (regime/therapy),, -121,ambulatory,Screening surveillance (regime/therapy),,None -121,ambulatory,Screening surveillance (regime/therapy),None, -121,ambulatory,Screening surveillance (regime/therapy),None,None -104,,Admission to skilled nursing facility (procedure),, -104,,Admission to skilled nursing facility (procedure),,None -104,,Admission to skilled nursing facility (procedure),None, -104,,Admission to skilled nursing facility (procedure),None,None -104,inpatient encounter,Admission to skilled nursing facility (procedure),, -104,inpatient encounter,Admission to skilled nursing facility (procedure),,None -104,inpatient encounter,Admission to skilled nursing facility (procedure),None, -104,inpatient encounter,Admission to skilled nursing facility (procedure),None,None -88,,Drug rehabilitation and detoxification,, -88,,Drug rehabilitation and detoxification,,None -88,,Drug rehabilitation and detoxification,None, -88,,Drug rehabilitation and detoxification,None,None -88,inpatient encounter,Drug rehabilitation and detoxification,, -88,inpatient encounter,Drug rehabilitation and detoxification,,None -88,inpatient encounter,Drug rehabilitation and detoxification,None, -88,inpatient encounter,Drug rehabilitation and detoxification,None,None -80,virtual,,, -80,virtual,,,None -80,virtual,,None, -80,virtual,,None,None -73,,Domiciliary or rest home patient evaluation and management,, -73,,Domiciliary or rest home patient evaluation and management,,None -73,,Domiciliary or rest home patient evaluation and management,None, -73,,Domiciliary or rest home patient evaluation and management,None,None -73,ambulatory,Domiciliary or rest home patient evaluation and management,, -73,ambulatory,Domiciliary or rest home patient evaluation and management,,None -73,ambulatory,Domiciliary or rest home patient evaluation and management,None, -73,ambulatory,Domiciliary or rest home patient evaluation and management,None,None -68,,Gynecology service (qualifier value),, -68,,Gynecology service (qualifier value),,None -68,,Gynecology service (qualifier value),None, -68,,Gynecology service (qualifier value),None,None -68,ambulatory,Gynecology service (qualifier value),, -68,ambulatory,Gynecology service (qualifier value),,None -68,ambulatory,Gynecology service (qualifier value),None, -68,ambulatory,Gynecology service (qualifier value),None,None -67,,Admission to hospice (procedure),, -67,,Admission to hospice (procedure),,None -67,,Admission to hospice (procedure),None, -67,,Admission to hospice (procedure),None,None -67,home health,Admission to hospice (procedure),, -67,home health,Admission to hospice (procedure),,None -67,home health,Admission to hospice (procedure),None, -67,home health,Admission to hospice (procedure),None,None -49,,Patient-initiated encounter,, -49,,Patient-initiated encounter,,None -49,,Patient-initiated encounter,None, -49,,Patient-initiated encounter,None,None -49,ambulatory,Patient-initiated encounter,, -49,ambulatory,Patient-initiated encounter,,None -49,ambulatory,Patient-initiated encounter,None, -49,ambulatory,Patient-initiated encounter,None,None -45,inpatient encounter,Encounter for problem,, -45,inpatient encounter,Encounter for problem,,None -45,inpatient encounter,Encounter for problem,None, -45,inpatient encounter,Encounter for problem,None,None -37,,Emergency hospital admission for asthma,, -37,,Emergency hospital admission for asthma,,None -37,,Emergency hospital admission for asthma,None, -37,,Emergency hospital admission for asthma,None,None -37,,Death Certification,, -37,,Death Certification,,None -37,,Death Certification,None, -37,,Death Certification,None,None -37,emergency,Emergency hospital admission for asthma,, -37,emergency,Emergency hospital admission for asthma,,None -37,emergency,Emergency hospital admission for asthma,None, -37,emergency,Emergency hospital admission for asthma,None,None -37,ambulatory,Death Certification,, -37,ambulatory,Death Certification,,None -37,ambulatory,Death Certification,None, -37,ambulatory,Death Certification,None,None -25,,Hospital admission (procedure),, -25,,Hospital admission (procedure),,None -25,,Hospital admission (procedure),None, -25,,Hospital admission (procedure),None,None -23,,Allergic disorder initial assessment,, -23,,Allergic disorder initial assessment,,None -23,,Allergic disorder initial assessment,None, -23,,Allergic disorder initial assessment,None,None -23,ambulatory,Allergic disorder initial assessment,, -23,ambulatory,Allergic disorder initial assessment,,None -23,ambulatory,Allergic disorder initial assessment,None, -23,ambulatory,Allergic disorder initial assessment,None,None -21,,Admission to surgical department,, -21,,Admission to surgical department,,None -21,,Admission to surgical department,None, -21,,Admission to surgical department,None,None -21,inpatient encounter,Admission to surgical department,, -21,inpatient encounter,Admission to surgical department,,None -21,inpatient encounter,Admission to surgical department,None, -21,inpatient encounter,Admission to surgical department,None,None -20,,Admission to intensive care unit (procedure),, -20,,Admission to intensive care unit (procedure),,None -20,,Admission to intensive care unit (procedure),None, -20,,Admission to intensive care unit (procedure),None,None -20,inpatient encounter,Admission to intensive care unit (procedure),, -20,inpatient encounter,Admission to intensive care unit (procedure),,None -20,inpatient encounter,Admission to intensive care unit (procedure),None, -20,inpatient encounter,Admission to intensive care unit (procedure),None,None -18,,Encounter for Problem,, -18,,Encounter for Problem,,None -18,,Encounter for Problem,None, -18,,Encounter for Problem,None,None -17,,Office Visit,, -17,,Office Visit,,None -17,,Office Visit,None, -17,,Office Visit,None,None -16,,Patient transfer to intensive care unit (procedure),, -16,,Patient transfer to intensive care unit (procedure),,None -16,,Patient transfer to intensive care unit (procedure),None, -16,,Patient transfer to intensive care unit (procedure),None,None -16,,Admission to ward (procedure),, -16,,Admission to ward (procedure),,None -16,,Admission to ward (procedure),None, -16,,Admission to ward (procedure),None,None -16,inpatient encounter,Patient transfer to intensive care unit (procedure),, -16,inpatient encounter,Patient transfer to intensive care unit (procedure),,None -16,inpatient encounter,Patient transfer to intensive care unit (procedure),None, -16,inpatient encounter,Patient transfer to intensive care unit (procedure),None,None -16,inpatient encounter,Hospital admission (procedure),, -16,inpatient encounter,Hospital admission (procedure),,None -16,inpatient encounter,Hospital admission (procedure),None, -16,inpatient encounter,Hospital admission (procedure),None,None -16,inpatient encounter,Encounter for problem (procedure),, -16,inpatient encounter,Encounter for problem (procedure),,None -16,inpatient encounter,Encounter for problem (procedure),None, -16,inpatient encounter,Encounter for problem (procedure),None,None -16,inpatient encounter,Admission to ward (procedure),, -16,inpatient encounter,Admission to ward (procedure),,None -16,inpatient encounter,Admission to ward (procedure),None, -16,inpatient encounter,Admission to ward (procedure),None,None -16,emergency,Encounter for Problem,, -16,emergency,Encounter for Problem,,None -16,emergency,Encounter for Problem,None, -16,emergency,Encounter for Problem,None,None -16,ambulatory,Office Visit,, -16,ambulatory,Office Visit,,None -16,ambulatory,Office Visit,None, -16,ambulatory,Office Visit,None,None -15,,Allergic disorder follow-up assessment,, -15,,Allergic disorder follow-up assessment,,None -15,,Allergic disorder follow-up assessment,None, -15,,Allergic disorder follow-up assessment,None,None -15,ambulatory,Allergic disorder follow-up assessment,, -15,ambulatory,Allergic disorder follow-up assessment,,None -15,ambulatory,Allergic disorder follow-up assessment,None, -15,ambulatory,Allergic disorder follow-up assessment,None,None -14,,Admission to surgical transplant department (procedure),, -14,,Admission to surgical transplant department (procedure),,None -14,,Admission to surgical transplant department (procedure),None, -14,,Admission to surgical transplant department (procedure),None,None -14,inpatient encounter,Admission to surgical transplant department (procedure),, -14,inpatient encounter,Admission to surgical transplant department (procedure),,None -14,inpatient encounter,Admission to surgical transplant department (procedure),None, -14,inpatient encounter,Admission to surgical transplant department (procedure),None,None -12,,Non-urgent orthopedic admission,, -12,,Non-urgent orthopedic admission,,None -12,,Non-urgent orthopedic admission,None, -12,,Non-urgent orthopedic admission,None,None -12,,Hospital admission for isolation (procedure),, -12,,Hospital admission for isolation (procedure),,None -12,,Hospital admission for isolation (procedure),None, -12,,Hospital admission for isolation (procedure),None,None -12,inpatient encounter,Non-urgent orthopedic admission,, -12,inpatient encounter,Non-urgent orthopedic admission,,None -12,inpatient encounter,Non-urgent orthopedic admission,None, -12,inpatient encounter,Non-urgent orthopedic admission,None,None -12,inpatient encounter,Hospital admission for isolation (procedure),, -12,inpatient encounter,Hospital admission for isolation (procedure),,None -12,inpatient encounter,Hospital admission for isolation (procedure),None, -12,inpatient encounter,Hospital admission for isolation (procedure),None,None diff --git a/tests/regression/reference/core__count_encounter_type.parquet b/tests/regression/reference/core__count_encounter_type.parquet deleted file mode 100644 index 797f8c0fa5ef32c3b660141ea749d0fe3dfed249..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 5889 zcmdTIZERcB^*(htOJ73bIw)~%Ck{)jdC7+b?+^ z?)ymMc1&%z!9Gw`Rj8o;Kob)kbP}2>V5mcA8f-{_h6IxkMF^x#WgDWHBR+~ISIs>wRqk2SQvyr%tCPvDFz;Q4Qi)zJq&hgb)K2Ezv-7(dFek1^wH zv+aZ9)xFJt7L=SN3#O)5nqWi}q8EuORyM#uQppGrPnJr)!$R39y`D zz?MQuaf#G}W+VQ!tsq&Xd^G3G_Zme2n^^3R8zmXtJy=_FLtS zM^QU-l6`{N8!0fi#WrD3(Uc-R!Cv5+)C^NAlg@50XjWjeJ&DjO2=Yz;Jp=`qOWirc zB&H5_ATcj4X+~M<{80>}&FN=R=$i=P&I{NuON!9(0NTQs{oBS)FrlxZ#5<0C{!kBM 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z#Y(wMZN1q{Y!3EjWM?Lh%tWWk;y@hw^Pi`ioKq$W+2~S99GED~Cgmeya;ZcP*zy*$ znbU5tWit_(o>xjqTiM9)qNvCV0AaFnuWGymaZ(Z^!(lQL zugy`@mXMiPm<9i)@vw?dFJzUnoE=#9`Aj;T%}kZ@$vrdsa?vom8y zgv_vIuQ8Xh_8k}ur_?Ych%8MK%Ravk`qKcrw?V@jv>B!O#LgtOc4Q8c7$xsX&_uSJ zwCpY&@^PA!;m5o@cWLy{H-b4P{#O_jn!yd+qFHmv7eJ;C^&XThpGHE4}UJ9NpC{S|8iyH6XM)A?*P1_x541DG%JBNS;rup&J0PZRvMKWq`R hUo4mV?ZU(@7ap!wk~;2#f350YbP)c}orFKX{|%>ZiCq8y diff --git a/tests/regression/reference/core__count_encounter_type_month.csv b/tests/regression/reference/core__count_encounter_type_month.csv index 4ad35669..e7021ab9 100644 --- a/tests/regression/reference/core__count_encounter_type_month.csv +++ b/tests/regression/reference/core__count_encounter_type_month.csv @@ -1,7601 +1,501 @@ -cnt,enc_class_display,enc_type_display,enc_service_display,enc_priority_display,start_month -31669,,,,, -31669,,,,None, -31669,,,None,, -31669,,,None,None, -29698,ambulatory,,,, -29698,ambulatory,,,None, -29698,ambulatory,,None,, -29698,ambulatory,,None,None, -7618,,Encounter for problem (procedure),,, -7618,,Encounter for problem (procedure),,None, -7618,,Encounter for problem (procedure),None,, -7618,,Encounter for problem (procedure),None,None, -7602,ambulatory,Encounter for problem (procedure),,, -7602,ambulatory,Encounter for problem (procedure),,None, -7602,ambulatory,Encounter for problem (procedure),None,, -7602,ambulatory,Encounter for problem (procedure),None,None, -3852,,General examination of patient (procedure),,, -3852,,General examination of patient (procedure),,None, -3852,,General examination of patient (procedure),None,, -3852,,General examination of patient (procedure),None,None, -3852,ambulatory,General examination of patient (procedure),,, -3852,ambulatory,General examination of patient (procedure),,None, -3852,ambulatory,General examination of patient (procedure),None,, -3852,ambulatory,General examination of patient (procedure),None,None, -2561,,Well child visit (procedure),,, -2561,,Well child visit (procedure),,None, -2561,,Well child visit (procedure),None,, -2561,,Well child visit (procedure),None,None, -2561,ambulatory,Well child visit (procedure),,, -2561,ambulatory,Well child visit (procedure),,None, -2561,ambulatory,Well child visit (procedure),None,, -2561,ambulatory,Well child visit (procedure),None,None, -2423,,Encounter for check up (procedure),,, -2423,,Encounter for check up (procedure),,None, -2423,,Encounter for check up (procedure),None,, -2423,,Encounter for check up (procedure),None,None, -2423,ambulatory,Encounter for check up (procedure),,, -2423,ambulatory,Encounter for check up (procedure),,None, -2423,ambulatory,Encounter for check up (procedure),None,, -2423,ambulatory,Encounter for check up (procedure),None,None, -2079,,Urgent care clinic (environment),,, -2079,,Urgent care clinic (environment),,None, -2079,,Urgent care clinic (environment),None,, -2079,,Urgent care clinic (environment),None,None, -2079,ambulatory,Urgent care clinic (environment),,, -2079,ambulatory,Urgent care clinic (environment),,None, -2079,ambulatory,Urgent care clinic (environment),None,, -2079,ambulatory,Urgent care clinic (environment),None,None, -1979,,Encounter for symptom,,, -1979,,Encounter for symptom,,None, -1979,,Encounter for symptom,None,, -1979,,Encounter for symptom,None,None, -1975,ambulatory,Encounter for symptom,,, -1975,ambulatory,Encounter for symptom,,None, -1975,ambulatory,Encounter for symptom,None,, -1975,ambulatory,Encounter for symptom,None,None, -1602,,Prenatal visit,,, -1602,,Prenatal visit,,None, -1602,,Prenatal visit,None,, -1602,,Prenatal visit,None,None, -1602,ambulatory,Prenatal visit,,, -1602,ambulatory,Prenatal visit,,None, -1602,ambulatory,Prenatal visit,None,, -1602,ambulatory,Prenatal visit,None,None, -1288,emergency,,,, -1288,emergency,,,None, -1288,emergency,,None,, -1288,emergency,,None,None, -1270,,Administration of vaccine to produce active immunity (procedure),,, -1270,,Administration of vaccine to produce active immunity (procedure),,None, -1270,,Administration of vaccine to produce active immunity (procedure),None,, -1270,,Administration of vaccine to produce active immunity (procedure),None,None, -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),,, -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),,None, -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),None,, -1270,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None, -1141,,Patient encounter procedure,,, -1141,,Patient encounter procedure,,None, -1141,,Patient encounter procedure,None,, -1141,,Patient encounter procedure,None,None, -1141,ambulatory,Patient encounter procedure,,, -1141,ambulatory,Patient encounter procedure,,None, -1141,ambulatory,Patient encounter procedure,None,, -1141,ambulatory,Patient encounter procedure,None,None, -919,,Emergency room admission (procedure),,, -919,,Emergency room admission (procedure),,None, -919,,Emergency room admission (procedure),None,, -919,,Emergency room admission (procedure),None,None, -919,emergency,Emergency room admission (procedure),,, -919,emergency,Emergency room admission (procedure),,None, -919,emergency,Emergency room admission (procedure),None,, -919,emergency,Emergency room admission (procedure),None,None, -912,,Outpatient procedure,,, -912,,Outpatient procedure,,None, -912,,Outpatient procedure,None,, -912,,Outpatient procedure,None,None, -912,ambulatory,Outpatient procedure,,, -912,ambulatory,Outpatient procedure,,None, -912,ambulatory,Outpatient procedure,None,, -912,ambulatory,Outpatient procedure,None,None, -643,,Consultation for treatment,,, -643,,Consultation for treatment,,None, -643,,Consultation for treatment,None,, -643,,Consultation for treatment,None,None, -643,ambulatory,Consultation for treatment,,, -643,ambulatory,Consultation for treatment,,None, -643,ambulatory,Consultation for treatment,None,, -643,ambulatory,Consultation for treatment,None,None, -582,,,,,2021-04-01 -582,,,,None,2021-04-01 -582,,,None,,2021-04-01 -582,,,None,None,2021-04-01 -582,,Encounter for problem,,, -582,,Encounter for problem,,None, -582,,Encounter for problem,None,, -582,,Encounter for problem,None,None, -578,,,,,2021-05-01 -578,,,,None,2021-05-01 -578,,,None,,2021-05-01 -578,,,None,None,2021-05-01 -572,,Follow-up encounter,,, -572,,Follow-up encounter,,None, -572,,Follow-up encounter,None,, -572,,Follow-up encounter,None,None, -570,ambulatory,Follow-up encounter,,, -570,ambulatory,Follow-up encounter,,None, -570,ambulatory,Follow-up encounter,None,, -570,ambulatory,Follow-up encounter,None,None, -563,ambulatory,,,,2021-04-01 -563,ambulatory,,,None,2021-04-01 -563,ambulatory,,None,,2021-04-01 -563,ambulatory,,None,None,2021-04-01 -556,,,,,2021-03-01 -556,,,,None,2021-03-01 -556,,,None,,2021-03-01 -556,,,None,None,2021-03-01 -556,ambulatory,,,,2021-05-01 -556,ambulatory,,,None,2021-05-01 -556,ambulatory,,None,,2021-05-01 -556,ambulatory,,None,None,2021-05-01 -531,ambulatory,,,,2021-03-01 -531,ambulatory,,,None,2021-03-01 -531,ambulatory,,None,,2021-03-01 -531,ambulatory,,None,None,2021-03-01 -526,ambulatory,Encounter for problem,,, -526,ambulatory,Encounter for problem,,None, -526,ambulatory,Encounter for problem,None,, -526,ambulatory,Encounter for problem,None,None, -490,,Encounter for check up,,, -490,,Encounter for check up,,None, -490,,Encounter for check up,None,, -490,,Encounter for check up,None,None, -489,ambulatory,Encounter for check up,,, -489,ambulatory,Encounter for check up,,None, -489,ambulatory,Encounter for check up,None,, -489,ambulatory,Encounter for check up,None,None, -477,,,,,2021-06-01 -477,,,,None,2021-06-01 -477,,,None,,2021-06-01 -477,,,None,None,2021-06-01 -475,,,,,2021-08-01 -475,,,,None,2021-08-01 -475,,,None,,2021-08-01 -475,,,None,None,2021-08-01 -459,ambulatory,,,,2021-06-01 -459,ambulatory,,,None,2021-06-01 -459,ambulatory,,None,,2021-06-01 -459,ambulatory,,None,None,2021-06-01 -457,,,,,2021-10-01 -457,,,,None,2021-10-01 -457,,,None,,2021-10-01 -457,,,None,None,2021-10-01 -451,ambulatory,,,,2021-08-01 -451,ambulatory,,,None,2021-08-01 -451,ambulatory,,None,,2021-08-01 -451,ambulatory,,None,None,2021-08-01 -434,,,,,2021-07-01 -434,,,,None,2021-07-01 -434,,,None,,2021-07-01 -434,,,None,None,2021-07-01 -433,,,,,2021-01-01 -433,,,,None,2021-01-01 -433,,,None,,2021-01-01 -433,,,None,None,2021-01-01 -433,ambulatory,,,,2021-10-01 -433,ambulatory,,,None,2021-10-01 -433,ambulatory,,None,,2021-10-01 -433,ambulatory,,None,None,2021-10-01 -431,,,,,2021-12-01 -431,,,,None,2021-12-01 -431,,,None,,2021-12-01 -431,,,None,None,2021-12-01 -430,,,,,2021-11-01 -430,,,,None,2021-11-01 -430,,,None,,2021-11-01 -430,,,None,None,2021-11-01 -428,,,,,2021-09-01 -428,,,,None,2021-09-01 -428,,,None,,2021-09-01 -428,,,None,None,2021-09-01 -423,,,,,2022-05-01 -423,,,,None,2022-05-01 -423,,,None,,2022-05-01 -423,,,None,None,2022-05-01 -420,,,,,2022-07-01 -420,,,,None,2022-07-01 -420,,,None,,2022-07-01 -420,,,None,None,2022-07-01 -418,,,,,2018-08-01 -418,,,,None,2018-08-01 -418,,,None,,2018-08-01 -418,,,None,None,2018-08-01 -415,,,,,2018-05-01 -415,,,,None,2018-05-01 -415,,,None,,2018-05-01 -415,,,None,None,2018-05-01 -414,,,,,2022-10-01 -414,,,,None,2022-10-01 -414,,,None,,2022-10-01 -414,,,None,None,2022-10-01 -413,,,,,2021-02-01 -413,,,,None,2021-02-01 -413,,,None,,2021-02-01 -413,,,None,None,2021-02-01 -411,,,,,2022-08-01 -411,,,,,2016-08-01 -411,,,,None,2022-08-01 -411,,,,None,2016-08-01 -411,,,None,,2022-08-01 -411,,,None,,2016-08-01 -411,,,None,None,2022-08-01 -411,,,None,None,2016-08-01 -411,ambulatory,,,,2021-11-01 -411,ambulatory,,,,2021-07-01 -411,ambulatory,,,None,2021-11-01 -411,ambulatory,,,None,2021-07-01 -411,ambulatory,,None,,2021-11-01 -411,ambulatory,,None,,2021-07-01 -411,ambulatory,,None,None,2021-11-01 -411,ambulatory,,None,None,2021-07-01 -409,,,,,2023-01-01 -409,,,,None,2023-01-01 -409,,,None,,2023-01-01 -409,,,None,None,2023-01-01 -406,,,,,2018-06-01 -406,,,,None,2018-06-01 -406,,,None,,2018-06-01 -406,,,None,None,2018-06-01 -405,ambulatory,,,,2021-01-01 -405,ambulatory,,,None,2021-01-01 -405,ambulatory,,None,,2021-01-01 -405,ambulatory,,None,None,2021-01-01 -404,,,,,2017-03-01 -404,,,,None,2017-03-01 -404,,,None,,2017-03-01 -404,,,None,None,2017-03-01 -402,ambulatory,,,,2021-09-01 -402,ambulatory,,,None,2021-09-01 -402,ambulatory,,None,,2021-09-01 -402,ambulatory,,None,None,2021-09-01 -401,,,,,2018-03-01 -401,,,,None,2018-03-01 -401,,,None,,2018-03-01 -401,,,None,None,2018-03-01 -400,,,,,2018-09-01 -400,,,,None,2018-09-01 -400,,,None,,2018-09-01 -400,,,None,None,2018-09-01 -398,,,,,2017-06-01 -398,,,,None,2017-06-01 -398,,,None,,2017-06-01 -398,,,None,None,2017-06-01 -396,,,,,2019-04-01 -396,,,,None,2019-04-01 -396,,,None,,2019-04-01 -396,,,None,None,2019-04-01 -395,,,,,2019-01-01 -395,,,,,2018-01-01 -395,,,,None,2019-01-01 -395,,,,None,2018-01-01 -395,,,None,,2019-01-01 -395,,,None,,2018-01-01 -395,,,None,None,2019-01-01 -395,,,None,None,2018-01-01 -395,ambulatory,,,,2021-12-01 -395,ambulatory,,,None,2021-12-01 -395,ambulatory,,None,,2021-12-01 -395,ambulatory,,None,None,2021-12-01 -394,ambulatory,,,,2018-05-01 -394,ambulatory,,,None,2018-05-01 -394,ambulatory,,None,,2018-05-01 -394,ambulatory,,None,None,2018-05-01 -393,,,,,2022-12-01 -393,,,,None,2022-12-01 -393,,,None,,2022-12-01 -393,,,None,None,2022-12-01 -393,ambulatory,,,,2022-10-01 -393,ambulatory,,,,2022-07-01 -393,ambulatory,,,None,2022-10-01 -393,ambulatory,,,None,2022-07-01 -393,ambulatory,,None,,2022-10-01 -393,ambulatory,,None,,2022-07-01 -393,ambulatory,,None,None,2022-10-01 -393,ambulatory,,None,None,2022-07-01 -392,,,,,2019-03-01 -392,,,,None,2019-03-01 -392,,,None,,2019-03-01 -392,,,None,None,2019-03-01 -392,ambulatory,,,,2021-02-01 -392,ambulatory,,,,2018-08-01 -392,ambulatory,,,None,2021-02-01 -392,ambulatory,,,None,2018-08-01 -392,ambulatory,,None,,2021-02-01 -392,ambulatory,,None,,2018-08-01 -392,ambulatory,,None,None,2021-02-01 -392,ambulatory,,None,None,2018-08-01 -391,,,,,2022-09-01 -391,,,,None,2022-09-01 -391,,,None,,2022-09-01 -391,,,None,None,2022-09-01 -391,inpatient encounter,,,, -391,inpatient encounter,,,None, -391,inpatient encounter,,None,, -391,inpatient encounter,,None,None, -389,,,,,2022-04-01 -389,,,,None,2022-04-01 -389,,,None,,2022-04-01 -389,,,None,None,2022-04-01 -389,ambulatory,,,,2022-05-01 -389,ambulatory,,,None,2022-05-01 -389,ambulatory,,None,,2022-05-01 -389,ambulatory,,None,None,2022-05-01 -388,,,,,2017-07-01 -388,,,,None,2017-07-01 -388,,,None,,2017-07-01 -388,,,None,None,2017-07-01 -386,,,,,2020-03-01 -386,,,,None,2020-03-01 -386,,,None,,2020-03-01 -386,,,None,None,2020-03-01 -385,,,,,2019-05-01 -385,,,,,2016-07-01 -385,,,,None,2019-05-01 -385,,,,None,2016-07-01 -385,,,None,,2019-05-01 -385,,,None,,2016-07-01 -385,,,None,None,2019-05-01 -385,,,None,None,2016-07-01 -385,ambulatory,,,,2023-01-01 -385,ambulatory,,,None,2023-01-01 -385,ambulatory,,None,,2023-01-01 -385,ambulatory,,None,None,2023-01-01 -384,,,,,2017-08-01 -384,,,,None,2017-08-01 -384,,,None,,2017-08-01 -384,,,None,None,2017-08-01 -383,,,,,2023-02-01 -383,,,,None,2023-02-01 -383,,,None,,2023-02-01 -383,,,None,None,2023-02-01 -382,,,,,2023-03-01 -382,,,,,2022-06-01 -382,,,,None,2023-03-01 -382,,,,None,2022-06-01 -382,,,None,,2023-03-01 -382,,,None,,2022-06-01 -382,,,None,None,2023-03-01 -382,,,None,None,2022-06-01 -380,ambulatory,,,,2018-09-01 -380,ambulatory,,,None,2018-09-01 -380,ambulatory,,None,,2018-09-01 -380,ambulatory,,None,None,2018-09-01 -379,,,,,2017-12-01 -379,,,,,2016-06-01 -379,,,,None,2017-12-01 -379,,,,None,2016-06-01 -379,,,None,,2017-12-01 -379,,,None,,2016-06-01 -379,,,None,None,2017-12-01 -379,,,None,None,2016-06-01 -379,ambulatory,,,,2017-03-01 -379,ambulatory,,,None,2017-03-01 -379,ambulatory,,None,,2017-03-01 -379,ambulatory,,None,None,2017-03-01 -378,,,,,2022-11-01 -378,,,,None,2022-11-01 -378,,,None,,2022-11-01 -378,,,None,None,2022-11-01 -377,ambulatory,,,,2022-08-01 -377,ambulatory,,,None,2022-08-01 -377,ambulatory,,None,,2022-08-01 -377,ambulatory,,None,None,2022-08-01 -376,ambulatory,,,,2018-06-01 -376,ambulatory,,,,2018-03-01 -376,ambulatory,,,None,2018-06-01 -376,ambulatory,,,None,2018-03-01 -376,ambulatory,,None,,2018-06-01 -376,ambulatory,,None,,2018-03-01 -376,ambulatory,,None,None,2018-06-01 -376,ambulatory,,None,None,2018-03-01 -375,ambulatory,,,,2022-09-01 -375,ambulatory,,,None,2022-09-01 -375,ambulatory,,None,,2022-09-01 -375,ambulatory,,None,None,2022-09-01 -374,ambulatory,,,,2019-01-01 -374,ambulatory,,,None,2019-01-01 -374,ambulatory,,None,,2019-01-01 -374,ambulatory,,None,None,2019-01-01 -373,,,,,2022-01-01 -373,,,,,2020-07-01 -373,,,,,2016-09-01 -373,,,,None,2022-01-01 -373,,,,None,2020-07-01 -373,,,,None,2016-09-01 -373,,,None,,2022-01-01 -373,,,None,,2020-07-01 -373,,,None,,2016-09-01 -373,,,None,None,2022-01-01 -373,,,None,None,2020-07-01 -373,,,None,None,2016-09-01 -373,ambulatory,,,,2018-01-01 -373,ambulatory,,,None,2018-01-01 -373,ambulatory,,None,,2018-01-01 -373,ambulatory,,None,None,2018-01-01 -372,,,,,2017-01-01 -372,,,,None,2017-01-01 -372,,,None,,2017-01-01 -372,,,None,None,2017-01-01 -371,ambulatory,,,,2022-12-01 -371,ambulatory,,,None,2022-12-01 -371,ambulatory,,None,,2022-12-01 -371,ambulatory,,None,None,2022-12-01 -370,,,,,2016-12-01 -370,,,,None,2016-12-01 -370,,,None,,2016-12-01 -370,,,None,None,2016-12-01 -369,,,,,2019-06-01 -369,,,,None,2019-06-01 -369,,,None,,2019-06-01 -369,,,None,None,2019-06-01 -369,ambulatory,,,,2019-04-01 -369,ambulatory,,,None,2019-04-01 -369,ambulatory,,None,,2019-04-01 -369,ambulatory,,None,None,2019-04-01 -368,,,,,2020-12-01 -368,,,,None,2020-12-01 -368,,,None,,2020-12-01 -368,,,None,None,2020-12-01 -368,ambulatory,,,,2017-08-01 -368,ambulatory,,,None,2017-08-01 -368,ambulatory,,None,,2017-08-01 -368,ambulatory,,None,None,2017-08-01 -367,,,,,2018-04-01 -367,,,,,2017-05-01 -367,,,,None,2018-04-01 -367,,,,None,2017-05-01 -367,,,None,,2018-04-01 -367,,,None,,2017-05-01 -367,,,None,None,2018-04-01 -367,,,None,None,2017-05-01 -367,ambulatory,,,,2017-06-01 -367,ambulatory,,,,2016-08-01 -367,ambulatory,,,None,2017-06-01 -367,ambulatory,,,None,2016-08-01 -367,ambulatory,,None,,2017-06-01 -367,ambulatory,,None,,2016-08-01 -367,ambulatory,,None,None,2017-06-01 -367,ambulatory,,None,None,2016-08-01 -366,ambulatory,,,,2022-06-01 -366,ambulatory,,,None,2022-06-01 -366,ambulatory,,None,,2022-06-01 -366,ambulatory,,None,None,2022-06-01 -365,ambulatory,,,,2022-11-01 -365,ambulatory,,,None,2022-11-01 -365,ambulatory,,None,,2022-11-01 -365,ambulatory,,None,None,2022-11-01 -364,,,,,2020-04-01 -364,,,,,2018-07-01 -364,,,,,2016-10-01 -364,,,,None,2020-04-01 -364,,,,None,2018-07-01 -364,,,,None,2016-10-01 -364,,,None,,2020-04-01 -364,,,None,,2018-07-01 -364,,,None,,2016-10-01 -364,,,None,None,2020-04-01 -364,,,None,None,2018-07-01 -364,,,None,None,2016-10-01 -363,,,,,2020-11-01 -363,,,,,2020-01-01 -363,,,,,2017-10-01 -363,,,,None,2020-11-01 -363,,,,None,2020-01-01 -363,,,,None,2017-10-01 -363,,,None,,2020-11-01 -363,,,None,,2020-01-01 -363,,,None,,2017-10-01 -363,,,None,None,2020-11-01 -363,,,None,None,2020-01-01 -363,,,None,None,2017-10-01 -363,ambulatory,,,,2019-03-01 -363,ambulatory,,,None,2019-03-01 -363,ambulatory,,None,,2019-03-01 -363,ambulatory,,None,None,2019-03-01 -361,ambulatory,,,,2022-04-01 -361,ambulatory,,,None,2022-04-01 -361,ambulatory,,None,,2022-04-01 -361,ambulatory,,None,None,2022-04-01 -359,,,,,2022-03-01 -359,,,,,2022-02-01 -359,,,,,2020-06-01 -359,,,,,2018-10-01 -359,,,,None,2022-03-01 -359,,,,None,2022-02-01 -359,,,,None,2020-06-01 -359,,,,None,2018-10-01 -359,,,None,,2022-03-01 -359,,,None,,2022-02-01 -359,,,None,,2020-06-01 -359,,,None,,2018-10-01 -359,,,None,None,2022-03-01 -359,,,None,None,2022-02-01 -359,,,None,None,2020-06-01 -359,,,None,None,2018-10-01 -359,ambulatory,,,,2023-02-01 -359,ambulatory,,,None,2023-02-01 -359,ambulatory,,None,,2023-02-01 -359,ambulatory,,None,None,2023-02-01 -358,,,,,2020-08-01 -358,,,,None,2020-08-01 -358,,,None,,2020-08-01 -358,,,None,None,2020-08-01 -358,ambulatory,,,,2020-03-01 -358,ambulatory,,,,2017-07-01 -358,ambulatory,,,None,2020-03-01 -358,ambulatory,,,None,2017-07-01 -358,ambulatory,,None,,2020-03-01 -358,ambulatory,,None,,2017-07-01 -358,ambulatory,,None,None,2020-03-01 -358,ambulatory,,None,None,2017-07-01 -357,ambulatory,,,,2023-03-01 -357,ambulatory,,,,2019-05-01 -357,ambulatory,,,,2016-09-01 -357,ambulatory,,,None,2023-03-01 -357,ambulatory,,,None,2019-05-01 -357,ambulatory,,,None,2016-09-01 -357,ambulatory,,None,,2023-03-01 -357,ambulatory,,None,,2019-05-01 -357,ambulatory,,None,,2016-09-01 -357,ambulatory,,None,None,2023-03-01 -357,ambulatory,,None,None,2019-05-01 -357,ambulatory,,None,None,2016-09-01 -356,,,,,2018-12-01 -356,,,,,2017-09-01 -356,,,,None,2018-12-01 -356,,,,None,2017-09-01 -356,,,None,,2018-12-01 -356,,,None,,2017-09-01 -356,,,None,None,2018-12-01 -356,,,None,None,2017-09-01 -356,ambulatory,,,,2016-12-01 -356,ambulatory,,,None,2016-12-01 -356,ambulatory,,None,,2016-12-01 -356,ambulatory,,None,None,2016-12-01 -355,ambulatory,,,,2016-06-01 -355,ambulatory,,,None,2016-06-01 -355,ambulatory,,None,,2016-06-01 -355,ambulatory,,None,None,2016-06-01 -354,,,,,2019-12-01 -354,,,,None,2019-12-01 -354,,,None,,2019-12-01 -354,,,None,None,2019-12-01 -354,ambulatory,,,,2017-12-01 -354,ambulatory,,,,2016-07-01 -354,ambulatory,,,None,2017-12-01 -354,ambulatory,,,None,2016-07-01 -354,ambulatory,,None,,2017-12-01 -354,ambulatory,,None,,2016-07-01 -354,ambulatory,,None,None,2017-12-01 -354,ambulatory,,None,None,2016-07-01 -353,,,,,2019-07-01 -353,,,,None,2019-07-01 -353,,,None,,2019-07-01 -353,,,None,None,2019-07-01 -350,ambulatory,,,,2022-01-01 -350,ambulatory,,,None,2022-01-01 -350,ambulatory,,None,,2022-01-01 -350,ambulatory,,None,None,2022-01-01 -348,ambulatory,,,,2018-04-01 -348,ambulatory,,,None,2018-04-01 -348,ambulatory,,None,,2018-04-01 -348,ambulatory,,None,None,2018-04-01 -347,,,,,2020-05-01 -347,,,,,2017-04-01 -347,,,,None,2020-05-01 -347,,,,None,2017-04-01 -347,,,None,,2020-05-01 -347,,,None,,2017-04-01 -347,,,None,None,2020-05-01 -347,,,None,None,2017-04-01 -347,ambulatory,,,,2018-07-01 -347,ambulatory,,,,2017-05-01 -347,ambulatory,,,None,2018-07-01 -347,ambulatory,,,None,2017-05-01 -347,ambulatory,,None,,2018-07-01 -347,ambulatory,,None,,2017-05-01 -347,ambulatory,,None,None,2018-07-01 -347,ambulatory,,None,None,2017-05-01 -346,,,,,2018-11-01 -346,,,,None,2018-11-01 -346,,,None,,2018-11-01 -346,,,None,None,2018-11-01 -346,ambulatory,,,,2020-11-01 -346,ambulatory,,,,2019-06-01 -346,ambulatory,,,None,2020-11-01 -346,ambulatory,,,None,2019-06-01 -346,ambulatory,,None,,2020-11-01 -346,ambulatory,,None,,2019-06-01 -346,ambulatory,,None,None,2020-11-01 -346,ambulatory,,None,None,2019-06-01 -345,ambulatory,,,,2020-12-01 -345,ambulatory,,,None,2020-12-01 -345,ambulatory,,None,,2020-12-01 -345,ambulatory,,None,None,2020-12-01 -344,ambulatory,,,,2020-07-01 -344,ambulatory,,,None,2020-07-01 -344,ambulatory,,None,,2020-07-01 -344,ambulatory,,None,None,2020-07-01 -342,,,,,2020-10-01 -342,,,,None,2020-10-01 -342,,,None,,2020-10-01 -342,,,None,None,2020-10-01 -342,ambulatory,,,,2022-02-01 -342,ambulatory,,,,2016-10-01 -342,ambulatory,,,None,2022-02-01 -342,ambulatory,,,None,2016-10-01 -342,ambulatory,,None,,2022-02-01 -342,ambulatory,,None,,2016-10-01 -342,ambulatory,,None,None,2022-02-01 -342,ambulatory,,None,None,2016-10-01 -341,,,,,2019-02-01 -341,,,,None,2019-02-01 -341,,,None,,2019-02-01 -341,,,None,None,2019-02-01 -341,ambulatory,,,,2017-10-01 -341,ambulatory,,,None,2017-10-01 -341,ambulatory,,None,,2017-10-01 -341,ambulatory,,None,None,2017-10-01 -340,ambulatory,,,,2022-03-01 -340,ambulatory,,,,2017-01-01 -340,ambulatory,,,None,2022-03-01 -340,ambulatory,,,None,2017-01-01 -340,ambulatory,,None,,2022-03-01 -340,ambulatory,,None,,2017-01-01 -340,ambulatory,,None,None,2022-03-01 -340,ambulatory,,None,None,2017-01-01 -339,,,,,2017-11-01 -339,,,,None,2017-11-01 -339,,,None,,2017-11-01 -339,,,None,None,2017-11-01 -336,ambulatory,,,,2020-06-01 -336,ambulatory,,,None,2020-06-01 -336,ambulatory,,None,,2020-06-01 -336,ambulatory,,None,None,2020-06-01 -335,,,,,2020-09-01 -335,,,,,2018-02-01 -335,,,,None,2020-09-01 -335,,,,None,2018-02-01 -335,,,None,,2020-09-01 -335,,,None,,2018-02-01 -335,,,None,None,2020-09-01 -335,,,None,None,2018-02-01 -334,,,,,2017-02-01 -334,,,,None,2017-02-01 -334,,,None,,2017-02-01 -334,,,None,None,2017-02-01 -334,ambulatory,,,,2020-08-01 -334,ambulatory,,,,2018-10-01 -334,ambulatory,,,None,2020-08-01 -334,ambulatory,,,None,2018-10-01 -334,ambulatory,,None,,2020-08-01 -334,ambulatory,,None,,2018-10-01 -334,ambulatory,,None,None,2020-08-01 -334,ambulatory,,None,None,2018-10-01 -333,ambulatory,,,,2018-12-01 -333,ambulatory,,,None,2018-12-01 -333,ambulatory,,None,,2018-12-01 -333,ambulatory,,None,None,2018-12-01 -331,ambulatory,,,,2017-09-01 -331,ambulatory,,,None,2017-09-01 -331,ambulatory,,None,,2017-09-01 -331,ambulatory,,None,None,2017-09-01 -330,,,,,2019-10-01 -330,,,,None,2019-10-01 -330,,,None,,2019-10-01 -330,,,None,None,2019-10-01 -330,ambulatory,,,,2019-12-01 -330,ambulatory,,,None,2019-12-01 -330,ambulatory,,None,,2019-12-01 -330,ambulatory,,None,None,2019-12-01 -326,,,,,2019-08-01 -326,,,,,2016-11-01 -326,,,,None,2019-08-01 -326,,,,None,2016-11-01 -326,,,None,,2019-08-01 -326,,,None,,2016-11-01 -326,,,None,None,2019-08-01 -326,,,None,None,2016-11-01 -325,ambulatory,,,,2020-01-01 -325,ambulatory,,,None,2020-01-01 -325,ambulatory,,None,,2020-01-01 -325,ambulatory,,None,None,2020-01-01 -323,ambulatory,,,,2020-04-01 -323,ambulatory,,,,2017-04-01 -323,ambulatory,,,None,2020-04-01 -323,ambulatory,,,None,2017-04-01 -323,ambulatory,,None,,2020-04-01 -323,ambulatory,,None,,2017-04-01 -323,ambulatory,,None,None,2020-04-01 -323,ambulatory,,None,None,2017-04-01 -322,ambulatory,,,,2018-11-01 -322,ambulatory,,,None,2018-11-01 -322,ambulatory,,None,,2018-11-01 -322,ambulatory,,None,None,2018-11-01 -318,ambulatory,,,,2020-10-01 -318,ambulatory,,,,2020-05-01 -318,ambulatory,,,None,2020-10-01 -318,ambulatory,,,None,2020-05-01 -318,ambulatory,,None,,2020-10-01 -318,ambulatory,,None,,2020-05-01 -318,ambulatory,,None,None,2020-10-01 -318,ambulatory,,None,None,2020-05-01 -316,ambulatory,,,,2016-11-01 -316,ambulatory,,,None,2016-11-01 -316,ambulatory,,None,,2016-11-01 -316,ambulatory,,None,None,2016-11-01 -315,ambulatory,,,,2017-02-01 -315,ambulatory,,,None,2017-02-01 -315,ambulatory,,None,,2017-02-01 -315,ambulatory,,None,None,2017-02-01 -314,ambulatory,,,,2018-02-01 -314,ambulatory,,,None,2018-02-01 -314,ambulatory,,None,,2018-02-01 -314,ambulatory,,None,None,2018-02-01 -313,ambulatory,,,,2019-07-01 -313,ambulatory,,,,2017-11-01 -313,ambulatory,,,None,2019-07-01 -313,ambulatory,,,None,2017-11-01 -313,ambulatory,,None,,2019-07-01 -313,ambulatory,,None,,2017-11-01 -313,ambulatory,,None,None,2019-07-01 -313,ambulatory,,None,None,2017-11-01 -311,ambulatory,,,,2020-09-01 -311,ambulatory,,,None,2020-09-01 -311,ambulatory,,None,,2020-09-01 -311,ambulatory,,None,None,2020-09-01 -309,ambulatory,,,,2019-08-01 -309,ambulatory,,,None,2019-08-01 -309,ambulatory,,None,,2019-08-01 -309,ambulatory,,None,None,2019-08-01 -308,ambulatory,,,,2019-02-01 -308,ambulatory,,,None,2019-02-01 -308,ambulatory,,None,,2019-02-01 -308,ambulatory,,None,None,2019-02-01 -307,,,,,2020-02-01 -307,,,,None,2020-02-01 -307,,,None,,2020-02-01 -307,,,None,None,2020-02-01 -300,ambulatory,,,,2019-10-01 -300,ambulatory,,,None,2019-10-01 -300,ambulatory,,None,,2019-10-01 -300,ambulatory,,None,None,2019-10-01 -296,,,,,2019-11-01 -296,,,,None,2019-11-01 -296,,,None,,2019-11-01 -296,,,None,None,2019-11-01 -296,,Prenatal initial visit,,, -296,,Prenatal initial visit,,None, -296,,Prenatal initial visit,None,, -296,,Prenatal initial visit,None,None, -296,ambulatory,,,,2020-02-01 -296,ambulatory,,,None,2020-02-01 -296,ambulatory,,None,,2020-02-01 -296,ambulatory,,None,None,2020-02-01 -296,ambulatory,Prenatal initial visit,,, -296,ambulatory,Prenatal initial visit,,None, -296,ambulatory,Prenatal initial visit,None,, -296,ambulatory,Prenatal initial visit,None,None, -291,,,,,2019-09-01 -291,,,,None,2019-09-01 -291,,,None,,2019-09-01 -291,,,None,None,2019-09-01 -284,ambulatory,,,,2019-11-01 -284,ambulatory,,,None,2019-11-01 -284,ambulatory,,None,,2019-11-01 -284,ambulatory,,None,None,2019-11-01 -281,,Postoperative follow-up visit (procedure),,, -281,,Postoperative follow-up visit (procedure),,None, -281,,Postoperative follow-up visit (procedure),None,, -281,,Postoperative follow-up visit (procedure),None,None, -273,ambulatory,,,,2019-09-01 -273,ambulatory,,,None,2019-09-01 -273,ambulatory,,None,,2019-09-01 -273,ambulatory,,None,None,2019-09-01 -271,ambulatory,Postoperative follow-up visit (procedure),,, -271,ambulatory,Postoperative follow-up visit (procedure),,None, -271,ambulatory,Postoperative follow-up visit (procedure),None,, -271,ambulatory,Postoperative follow-up visit (procedure),None,None, -249,,Administration of vaccine to produce active immunity (procedure),,,2021-04-01 -249,,Administration of vaccine to produce active immunity (procedure),,None,2021-04-01 -249,,Administration of vaccine to produce active immunity (procedure),None,,2021-04-01 -249,,Administration of vaccine to produce active immunity (procedure),None,None,2021-04-01 -249,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-04-01 -249,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-04-01 -249,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-04-01 -249,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-04-01 -212,home health,,,, -212,home health,,,None, -212,home health,,None,, -212,home health,,None,None, -204,,Administration of vaccine to produce active immunity (procedure),,,2021-05-01 -204,,Administration of vaccine to produce active immunity (procedure),,None,2021-05-01 -204,,Administration of vaccine to produce active immunity (procedure),None,,2021-05-01 -204,,Administration of vaccine to produce active immunity (procedure),None,None,2021-05-01 -204,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-05-01 -204,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-05-01 -204,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-05-01 -204,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-05-01 -194,,Administration of vaccine to produce active immunity (procedure),,,2021-03-01 -194,,Administration of vaccine to produce active immunity (procedure),,None,2021-03-01 -194,,Administration of vaccine to produce active immunity (procedure),None,,2021-03-01 -194,,Administration of vaccine to produce active immunity (procedure),None,None,2021-03-01 -194,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-03-01 -194,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-03-01 -194,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-03-01 -194,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-03-01 -188,,Postnatal visit,,, -188,,Postnatal visit,,None, -188,,Postnatal visit,None,, -188,,Postnatal visit,None,None, -188,ambulatory,Postnatal visit,,, -188,ambulatory,Postnatal visit,,None, -188,ambulatory,Postnatal visit,None,, -188,ambulatory,Postnatal visit,None,None, -186,,Obstetric emergency hospital admission,,, -186,,Obstetric emergency hospital admission,,None, -186,,Obstetric emergency hospital admission,None,, -186,,Obstetric emergency hospital admission,None,None, -186,emergency,Obstetric emergency hospital admission,,, -186,emergency,Obstetric emergency hospital admission,,None, -186,emergency,Obstetric emergency hospital admission,None,, -186,emergency,Obstetric emergency hospital admission,None,None, -178,,Follow-up encounter (procedure),,, -178,,Follow-up encounter (procedure),,None, -178,,Follow-up encounter (procedure),None,, -178,,Follow-up encounter (procedure),None,None, -166,ambulatory,Follow-up encounter (procedure),,, -166,ambulatory,Follow-up encounter (procedure),,None, -166,ambulatory,Follow-up encounter (procedure),None,, -166,ambulatory,Follow-up encounter (procedure),None,None, -135,,Encounter for problem (procedure),,,2022-10-01 -135,,Encounter for problem (procedure),,None,2022-10-01 -135,,Encounter for problem (procedure),None,,2022-10-01 -135,,Encounter for problem (procedure),None,None,2022-10-01 -135,,Asthma follow-up,,, -135,,Asthma follow-up,,None, -135,,Asthma follow-up,None,, -135,,Asthma follow-up,None,None, -135,ambulatory,Encounter for problem (procedure),,,2022-10-01 -135,ambulatory,Encounter for problem (procedure),,None,2022-10-01 -135,ambulatory,Encounter for problem (procedure),None,,2022-10-01 -135,ambulatory,Encounter for problem (procedure),None,None,2022-10-01 -135,ambulatory,Asthma follow-up,,, -135,ambulatory,Asthma follow-up,,None, -135,ambulatory,Asthma follow-up,None,, -135,ambulatory,Asthma follow-up,None,None, -132,,Patient encounter procedure (procedure),,, -132,,Patient encounter procedure (procedure),,None, -132,,Patient encounter procedure (procedure),None,, -132,,Patient encounter procedure (procedure),None,None, -132,ambulatory,Patient encounter procedure (procedure),,, -132,ambulatory,Patient encounter procedure (procedure),,None, -132,ambulatory,Patient encounter procedure (procedure),None,, -132,ambulatory,Patient encounter procedure (procedure),None,None, -124,,Encounter for problem (procedure),,,2022-12-01 -124,,Encounter for problem (procedure),,None,2022-12-01 -124,,Encounter for problem (procedure),None,,2022-12-01 -124,,Encounter for problem (procedure),None,None,2022-12-01 -124,ambulatory,Encounter for problem (procedure),,,2022-12-01 -124,ambulatory,Encounter for problem (procedure),,None,2022-12-01 -124,ambulatory,Encounter for problem (procedure),None,,2022-12-01 -124,ambulatory,Encounter for problem (procedure),None,None,2022-12-01 -123,,Encounter for symptom (procedure),,, -123,,Encounter for symptom (procedure),,None, -123,,Encounter for symptom (procedure),None,, -123,,Encounter for symptom (procedure),None,None, -123,,Encounter for problem (procedure),,,2017-12-01 -123,,Encounter for problem (procedure),,None,2017-12-01 -123,,Encounter for problem (procedure),None,,2017-12-01 -123,,Encounter for problem (procedure),None,None,2017-12-01 -123,ambulatory,Encounter for symptom (procedure),,, -123,ambulatory,Encounter for symptom (procedure),,None, -123,ambulatory,Encounter for symptom (procedure),None,, -123,ambulatory,Encounter for symptom (procedure),None,None, -122,,Encounter for problem (procedure),,,2018-01-01 -122,,Encounter for problem (procedure),,None,2018-01-01 -122,,Encounter for problem (procedure),None,,2018-01-01 -122,,Encounter for problem (procedure),None,None,2018-01-01 -122,ambulatory,Encounter for problem (procedure),,,2018-01-01 -122,ambulatory,Encounter for problem (procedure),,,2017-12-01 -122,ambulatory,Encounter for problem (procedure),,None,2018-01-01 -122,ambulatory,Encounter for problem (procedure),,None,2017-12-01 -122,ambulatory,Encounter for problem (procedure),None,,2018-01-01 -122,ambulatory,Encounter for problem (procedure),None,,2017-12-01 -122,ambulatory,Encounter for problem (procedure),None,None,2018-01-01 -122,ambulatory,Encounter for problem (procedure),None,None,2017-12-01 -121,,Screening surveillance (regime/therapy),,, -121,,Screening surveillance (regime/therapy),,None, -121,,Screening surveillance (regime/therapy),None,, -121,,Screening surveillance (regime/therapy),None,None, -121,,Encounter for problem (procedure),,,2023-01-01 -121,,Encounter for problem (procedure),,,2022-09-01 -121,,Encounter for problem (procedure),,,2022-07-01 -121,,Encounter for problem (procedure),,,2022-05-01 -121,,Encounter for problem (procedure),,None,2023-01-01 -121,,Encounter for problem (procedure),,None,2022-09-01 -121,,Encounter for problem (procedure),,None,2022-07-01 -121,,Encounter for problem (procedure),,None,2022-05-01 -121,,Encounter for problem (procedure),None,,2023-01-01 -121,,Encounter for problem (procedure),None,,2022-09-01 -121,,Encounter for problem (procedure),None,,2022-07-01 -121,,Encounter for problem (procedure),None,,2022-05-01 -121,,Encounter for problem (procedure),None,None,2023-01-01 -121,,Encounter for problem (procedure),None,None,2022-09-01 -121,,Encounter for problem (procedure),None,None,2022-07-01 -121,,Encounter for problem (procedure),None,None,2022-05-01 -121,ambulatory,Screening surveillance (regime/therapy),,, -121,ambulatory,Screening surveillance (regime/therapy),,None, -121,ambulatory,Screening surveillance (regime/therapy),None,, -121,ambulatory,Screening surveillance (regime/therapy),None,None, -121,ambulatory,Encounter for problem (procedure),,,2022-09-01 -121,ambulatory,Encounter for problem (procedure),,,2022-07-01 -121,ambulatory,Encounter for problem (procedure),,,2022-05-01 -121,ambulatory,Encounter for problem (procedure),,None,2022-09-01 -121,ambulatory,Encounter for problem (procedure),,None,2022-07-01 -121,ambulatory,Encounter for problem (procedure),,None,2022-05-01 -121,ambulatory,Encounter for problem (procedure),None,,2022-09-01 -121,ambulatory,Encounter for problem (procedure),None,,2022-07-01 -121,ambulatory,Encounter for problem (procedure),None,,2022-05-01 -121,ambulatory,Encounter for problem (procedure),None,None,2022-09-01 -121,ambulatory,Encounter for problem (procedure),None,None,2022-07-01 -121,ambulatory,Encounter for problem (procedure),None,None,2022-05-01 -120,,Encounter for problem (procedure),,,2018-04-01 -120,,Encounter for problem (procedure),,None,2018-04-01 -120,,Encounter for problem (procedure),None,,2018-04-01 -120,,Encounter for problem (procedure),None,None,2018-04-01 -120,ambulatory,Encounter for problem (procedure),,,2018-04-01 -120,ambulatory,Encounter for problem (procedure),,None,2018-04-01 -120,ambulatory,Encounter for problem (procedure),None,,2018-04-01 -120,ambulatory,Encounter for problem (procedure),None,None,2018-04-01 -119,,Encounter for problem (procedure),,,2022-08-01 -119,,Encounter for problem (procedure),,None,2022-08-01 -119,,Encounter for problem (procedure),None,,2022-08-01 -119,,Encounter for problem (procedure),None,None,2022-08-01 -119,ambulatory,Encounter for problem (procedure),,,2023-01-01 -119,ambulatory,Encounter for problem (procedure),,None,2023-01-01 -119,ambulatory,Encounter for problem (procedure),None,,2023-01-01 -119,ambulatory,Encounter for problem (procedure),None,None,2023-01-01 -118,,Encounter for problem (procedure),,,2021-10-01 -118,,Encounter for problem (procedure),,None,2021-10-01 -118,,Encounter for problem (procedure),None,,2021-10-01 -118,,Encounter for problem (procedure),None,None,2021-10-01 -118,ambulatory,Encounter for problem (procedure),,,2022-08-01 -118,ambulatory,Encounter for problem (procedure),,,2021-10-01 -118,ambulatory,Encounter for problem (procedure),,None,2022-08-01 -118,ambulatory,Encounter for problem (procedure),,None,2021-10-01 -118,ambulatory,Encounter for problem (procedure),None,,2022-08-01 -118,ambulatory,Encounter for problem (procedure),None,,2021-10-01 -118,ambulatory,Encounter for problem (procedure),None,None,2022-08-01 -118,ambulatory,Encounter for problem (procedure),None,None,2021-10-01 -115,,Encounter for problem (procedure),,,2017-03-01 -115,,Encounter for problem (procedure),,None,2017-03-01 -115,,Encounter for problem (procedure),None,,2017-03-01 -115,,Encounter for problem (procedure),None,None,2017-03-01 -115,ambulatory,Encounter for problem (procedure),,,2017-03-01 -115,ambulatory,Encounter for problem (procedure),,None,2017-03-01 -115,ambulatory,Encounter for problem (procedure),None,,2017-03-01 -115,ambulatory,Encounter for problem (procedure),None,None,2017-03-01 -114,,Encounter for problem (procedure),,,2017-06-01 -114,,Encounter for problem (procedure),,None,2017-06-01 -114,,Encounter for problem (procedure),None,,2017-06-01 -114,,Encounter for problem (procedure),None,None,2017-06-01 -114,ambulatory,Encounter for problem (procedure),,,2017-06-01 -114,ambulatory,Encounter for problem (procedure),,None,2017-06-01 -114,ambulatory,Encounter for problem (procedure),None,,2017-06-01 -114,ambulatory,Encounter for problem (procedure),None,None,2017-06-01 -113,,Encounter for problem (procedure),,,2022-11-01 -113,,Encounter for problem (procedure),,,2017-09-01 -113,,Encounter for problem (procedure),,,2016-10-01 -113,,Encounter for problem (procedure),,None,2022-11-01 -113,,Encounter for problem (procedure),,None,2017-09-01 -113,,Encounter for problem (procedure),,None,2016-10-01 -113,,Encounter for problem (procedure),None,,2022-11-01 -113,,Encounter for problem (procedure),None,,2017-09-01 -113,,Encounter for problem (procedure),None,,2016-10-01 -113,,Encounter for problem (procedure),None,None,2022-11-01 -113,,Encounter for problem (procedure),None,None,2017-09-01 -113,,Encounter for problem (procedure),None,None,2016-10-01 -113,ambulatory,Encounter for problem (procedure),,,2017-09-01 -113,ambulatory,Encounter for problem (procedure),,,2016-10-01 -113,ambulatory,Encounter for problem (procedure),,None,2017-09-01 -113,ambulatory,Encounter for problem (procedure),,None,2016-10-01 -113,ambulatory,Encounter for problem (procedure),None,,2017-09-01 -113,ambulatory,Encounter for problem (procedure),None,,2016-10-01 -113,ambulatory,Encounter for problem (procedure),None,None,2017-09-01 -113,ambulatory,Encounter for problem (procedure),None,None,2016-10-01 -112,ambulatory,Encounter for problem (procedure),,,2022-11-01 -112,ambulatory,Encounter for problem (procedure),,None,2022-11-01 -112,ambulatory,Encounter for problem (procedure),None,,2022-11-01 -112,ambulatory,Encounter for problem (procedure),None,None,2022-11-01 -111,,Encounter for problem (procedure),,,2018-05-01 -111,,Encounter for problem (procedure),,,2017-07-01 -111,,Encounter for problem (procedure),,,2017-04-01 -111,,Encounter for problem (procedure),,,2016-12-01 -111,,Encounter for problem (procedure),,None,2018-05-01 -111,,Encounter for problem (procedure),,None,2017-07-01 -111,,Encounter for problem (procedure),,None,2017-04-01 -111,,Encounter for problem (procedure),,None,2016-12-01 -111,,Encounter for problem (procedure),None,,2018-05-01 -111,,Encounter for problem (procedure),None,,2017-07-01 -111,,Encounter for problem (procedure),None,,2017-04-01 -111,,Encounter for problem (procedure),None,,2016-12-01 -111,,Encounter for problem (procedure),None,None,2018-05-01 -111,,Encounter for problem (procedure),None,None,2017-07-01 -111,,Encounter for problem (procedure),None,None,2017-04-01 -111,,Encounter for problem (procedure),None,None,2016-12-01 -111,ambulatory,Encounter for problem (procedure),,,2018-05-01 -111,ambulatory,Encounter for problem (procedure),,,2017-04-01 -111,ambulatory,Encounter for problem (procedure),,,2016-12-01 -111,ambulatory,Encounter for problem (procedure),,None,2018-05-01 -111,ambulatory,Encounter for problem (procedure),,None,2017-04-01 -111,ambulatory,Encounter for problem (procedure),,None,2016-12-01 -111,ambulatory,Encounter for problem (procedure),None,,2018-05-01 -111,ambulatory,Encounter for problem (procedure),None,,2017-04-01 -111,ambulatory,Encounter for problem (procedure),None,,2016-12-01 -111,ambulatory,Encounter for problem (procedure),None,None,2018-05-01 -111,ambulatory,Encounter for problem (procedure),None,None,2017-04-01 -111,ambulatory,Encounter for problem (procedure),None,None,2016-12-01 -110,ambulatory,Encounter for problem (procedure),,,2017-07-01 -110,ambulatory,Encounter for problem (procedure),,None,2017-07-01 -110,ambulatory,Encounter for problem (procedure),None,,2017-07-01 -110,ambulatory,Encounter for problem (procedure),None,None,2017-07-01 -109,,Encounter for problem (procedure),,,2022-06-01 -109,,Encounter for problem (procedure),,,2021-12-01 -109,,Encounter for problem (procedure),,,2017-05-01 -109,,Encounter for problem (procedure),,None,2022-06-01 -109,,Encounter for problem (procedure),,None,2021-12-01 -109,,Encounter for problem (procedure),,None,2017-05-01 -109,,Encounter for problem (procedure),None,,2022-06-01 -109,,Encounter for problem (procedure),None,,2021-12-01 -109,,Encounter for problem (procedure),None,,2017-05-01 -109,,Encounter for problem (procedure),None,None,2022-06-01 -109,,Encounter for problem (procedure),None,None,2021-12-01 -109,,Encounter for problem (procedure),None,None,2017-05-01 -109,ambulatory,Encounter for problem (procedure),,,2022-06-01 -109,ambulatory,Encounter for problem (procedure),,,2021-12-01 -109,ambulatory,Encounter for problem (procedure),,,2017-05-01 -109,ambulatory,Encounter for problem (procedure),,None,2022-06-01 -109,ambulatory,Encounter for problem (procedure),,None,2021-12-01 -109,ambulatory,Encounter for problem (procedure),,None,2017-05-01 -109,ambulatory,Encounter for problem (procedure),None,,2022-06-01 -109,ambulatory,Encounter for problem (procedure),None,,2021-12-01 -109,ambulatory,Encounter for problem (procedure),None,,2017-05-01 -109,ambulatory,Encounter for problem (procedure),None,None,2022-06-01 -109,ambulatory,Encounter for problem (procedure),None,None,2021-12-01 -109,ambulatory,Encounter for problem (procedure),None,None,2017-05-01 -108,,Encounter for problem (procedure),,,2023-03-01 -108,,Encounter for problem (procedure),,None,2023-03-01 -108,,Encounter for problem (procedure),None,,2023-03-01 -108,,Encounter for problem (procedure),None,None,2023-03-01 -108,ambulatory,Encounter for problem (procedure),,,2023-03-01 -108,ambulatory,Encounter for problem (procedure),,None,2023-03-01 -108,ambulatory,Encounter for problem (procedure),None,,2023-03-01 -108,ambulatory,Encounter for problem (procedure),None,None,2023-03-01 -105,,Encounter for problem (procedure),,,2018-03-01 -105,,Encounter for problem (procedure),,,2017-10-01 -105,,Encounter for problem (procedure),,None,2018-03-01 -105,,Encounter for problem (procedure),,None,2017-10-01 -105,,Encounter for problem (procedure),None,,2018-03-01 -105,,Encounter for problem (procedure),None,,2017-10-01 -105,,Encounter for problem (procedure),None,None,2018-03-01 -105,,Encounter for problem (procedure),None,None,2017-10-01 -105,,Administration of vaccine to produce active immunity (procedure),,,2021-06-01 -105,,Administration of vaccine to produce active immunity (procedure),,None,2021-06-01 -105,,Administration of vaccine to produce active immunity (procedure),None,,2021-06-01 -105,,Administration of vaccine to produce active immunity (procedure),None,None,2021-06-01 -105,ambulatory,Encounter for problem (procedure),,,2018-03-01 -105,ambulatory,Encounter for problem (procedure),,,2017-10-01 -105,ambulatory,Encounter for problem (procedure),,None,2018-03-01 -105,ambulatory,Encounter for problem (procedure),,None,2017-10-01 -105,ambulatory,Encounter for problem (procedure),None,,2018-03-01 -105,ambulatory,Encounter for problem (procedure),None,,2017-10-01 -105,ambulatory,Encounter for problem (procedure),None,None,2018-03-01 -105,ambulatory,Encounter for problem (procedure),None,None,2017-10-01 -105,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-06-01 -105,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-06-01 -105,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-06-01 -105,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-06-01 -104,,Encounter for problem (procedure),,,2018-08-01 -104,,Encounter for problem (procedure),,,2017-08-01 -104,,Encounter for problem (procedure),,None,2018-08-01 -104,,Encounter for problem (procedure),,None,2017-08-01 -104,,Encounter for problem (procedure),None,,2018-08-01 -104,,Encounter for problem (procedure),None,,2017-08-01 -104,,Encounter for problem (procedure),None,None,2018-08-01 -104,,Encounter for problem (procedure),None,None,2017-08-01 -104,,Admission to skilled nursing facility (procedure),,, -104,,Admission to skilled nursing facility (procedure),,None, -104,,Admission to skilled nursing facility (procedure),None,, -104,,Admission to skilled nursing facility (procedure),None,None, -104,inpatient encounter,Admission to skilled nursing facility (procedure),,, -104,inpatient encounter,Admission to skilled nursing facility (procedure),,None, -104,inpatient encounter,Admission to skilled nursing facility (procedure),None,, -104,inpatient encounter,Admission to skilled nursing facility (procedure),None,None, -104,ambulatory,Encounter for problem (procedure),,,2018-08-01 -104,ambulatory,Encounter for problem (procedure),,,2017-08-01 -104,ambulatory,Encounter for problem (procedure),,None,2018-08-01 -104,ambulatory,Encounter for problem (procedure),,None,2017-08-01 -104,ambulatory,Encounter for problem (procedure),None,,2018-08-01 -104,ambulatory,Encounter for problem (procedure),None,,2017-08-01 -104,ambulatory,Encounter for problem (procedure),None,None,2018-08-01 -104,ambulatory,Encounter for problem (procedure),None,None,2017-08-01 -103,,Encounter for problem (procedure),,,2017-11-01 -103,,Encounter for problem (procedure),,None,2017-11-01 -103,,Encounter for problem (procedure),None,,2017-11-01 -103,,Encounter for problem (procedure),None,None,2017-11-01 -103,ambulatory,Encounter for problem (procedure),,,2017-11-01 -103,ambulatory,Encounter for problem (procedure),,None,2017-11-01 -103,ambulatory,Encounter for problem (procedure),None,,2017-11-01 -103,ambulatory,Encounter for problem (procedure),None,None,2017-11-01 -101,,Encounter for problem (procedure),,,2021-11-01 -101,,Encounter for problem (procedure),,None,2021-11-01 -101,,Encounter for problem (procedure),None,,2021-11-01 -101,,Encounter for problem (procedure),None,None,2021-11-01 -101,ambulatory,Encounter for problem (procedure),,,2021-11-01 -101,ambulatory,Encounter for problem (procedure),,None,2021-11-01 -101,ambulatory,Encounter for problem (procedure),None,,2021-11-01 -101,ambulatory,Encounter for problem (procedure),None,None,2021-11-01 -100,,Encounter for problem (procedure),,,2018-07-01 -100,,Encounter for problem (procedure),,,2016-09-01 -100,,Encounter for problem (procedure),,None,2018-07-01 -100,,Encounter for problem (procedure),,None,2016-09-01 -100,,Encounter for problem (procedure),None,,2018-07-01 -100,,Encounter for problem (procedure),None,,2016-09-01 -100,,Encounter for problem (procedure),None,None,2018-07-01 -100,,Encounter for problem (procedure),None,None,2016-09-01 -100,ambulatory,Encounter for problem (procedure),,,2018-07-01 -100,ambulatory,Encounter for problem (procedure),,,2016-09-01 -100,ambulatory,Encounter for problem (procedure),,None,2018-07-01 -100,ambulatory,Encounter for problem (procedure),,None,2016-09-01 -100,ambulatory,Encounter for problem (procedure),None,,2018-07-01 -100,ambulatory,Encounter for problem (procedure),None,,2016-09-01 -100,ambulatory,Encounter for problem (procedure),None,None,2018-07-01 -100,ambulatory,Encounter for problem (procedure),None,None,2016-09-01 -99,,Encounter for problem (procedure),,,2023-02-01 -99,,Encounter for problem (procedure),,,2022-01-01 -99,,Encounter for problem (procedure),,,2016-07-01 -99,,Encounter for problem (procedure),,None,2023-02-01 -99,,Encounter for problem (procedure),,None,2022-01-01 -99,,Encounter for problem (procedure),,None,2016-07-01 -99,,Encounter for problem (procedure),None,,2023-02-01 -99,,Encounter for problem (procedure),None,,2022-01-01 -99,,Encounter for problem (procedure),None,,2016-07-01 -99,,Encounter for problem (procedure),None,None,2023-02-01 -99,,Encounter for problem (procedure),None,None,2022-01-01 -99,,Encounter for problem (procedure),None,None,2016-07-01 -99,,Administration of vaccine to produce active immunity (procedure),,,2021-02-01 -99,,Administration of vaccine to produce active immunity (procedure),,None,2021-02-01 -99,,Administration of vaccine to produce active immunity (procedure),None,,2021-02-01 -99,,Administration of vaccine to produce active immunity (procedure),None,None,2021-02-01 -99,ambulatory,Encounter for problem (procedure),,,2023-02-01 -99,ambulatory,Encounter for problem (procedure),,,2016-07-01 -99,ambulatory,Encounter for problem (procedure),,None,2023-02-01 -99,ambulatory,Encounter for problem (procedure),,None,2016-07-01 -99,ambulatory,Encounter for problem (procedure),None,,2023-02-01 -99,ambulatory,Encounter for problem (procedure),None,,2016-07-01 -99,ambulatory,Encounter for problem (procedure),None,None,2023-02-01 -99,ambulatory,Encounter for problem (procedure),None,None,2016-07-01 -99,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-02-01 -99,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-02-01 -99,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-02-01 -99,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-02-01 -98,,Encounter for problem (procedure),,,2018-02-01 -98,,Encounter for problem (procedure),,None,2018-02-01 -98,,Encounter for problem (procedure),None,,2018-02-01 -98,,Encounter for problem (procedure),None,None,2018-02-01 -98,ambulatory,Encounter for problem (procedure),,,2022-01-01 -98,ambulatory,Encounter for problem (procedure),,,2018-02-01 -98,ambulatory,Encounter for problem (procedure),,None,2022-01-01 -98,ambulatory,Encounter for problem (procedure),,None,2018-02-01 -98,ambulatory,Encounter for problem (procedure),None,,2022-01-01 -98,ambulatory,Encounter for problem (procedure),None,,2018-02-01 -98,ambulatory,Encounter for problem (procedure),None,None,2022-01-01 -98,ambulatory,Encounter for problem (procedure),None,None,2018-02-01 -97,,Encounter for problem (procedure),,,2022-02-01 -97,,Encounter for problem (procedure),,,2018-09-01 -97,,Encounter for problem (procedure),,,2016-11-01 -97,,Encounter for problem (procedure),,None,2022-02-01 -97,,Encounter for problem (procedure),,None,2018-09-01 -97,,Encounter for problem (procedure),,None,2016-11-01 -97,,Encounter for problem (procedure),None,,2022-02-01 -97,,Encounter for problem (procedure),None,,2018-09-01 -97,,Encounter for problem (procedure),None,,2016-11-01 -97,,Encounter for problem (procedure),None,None,2022-02-01 -97,,Encounter for problem (procedure),None,None,2018-09-01 -97,,Encounter for problem (procedure),None,None,2016-11-01 -97,ambulatory,Encounter for problem (procedure),,,2018-09-01 -97,ambulatory,Encounter for problem (procedure),,,2016-11-01 -97,ambulatory,Encounter for problem (procedure),,None,2018-09-01 -97,ambulatory,Encounter for problem (procedure),,None,2016-11-01 -97,ambulatory,Encounter for problem (procedure),None,,2018-09-01 -97,ambulatory,Encounter for problem (procedure),None,,2016-11-01 -97,ambulatory,Encounter for problem (procedure),None,None,2018-09-01 -97,ambulatory,Encounter for problem (procedure),None,None,2016-11-01 -96,,Encounter for problem (procedure),,,2017-02-01 -96,,Encounter for problem (procedure),,,2016-06-01 -96,,Encounter for problem (procedure),,None,2017-02-01 -96,,Encounter for problem (procedure),,None,2016-06-01 -96,,Encounter for problem (procedure),None,,2017-02-01 -96,,Encounter for problem (procedure),None,,2016-06-01 -96,,Encounter for problem (procedure),None,None,2017-02-01 -96,,Encounter for problem (procedure),None,None,2016-06-01 -96,ambulatory,Encounter for problem (procedure),,,2022-02-01 -96,ambulatory,Encounter for problem (procedure),,,2017-02-01 -96,ambulatory,Encounter for problem (procedure),,,2016-06-01 -96,ambulatory,Encounter for problem (procedure),,None,2022-02-01 -96,ambulatory,Encounter for problem (procedure),,None,2017-02-01 -96,ambulatory,Encounter for problem (procedure),,None,2016-06-01 -96,ambulatory,Encounter for problem (procedure),None,,2022-02-01 -96,ambulatory,Encounter for problem (procedure),None,,2017-02-01 -96,ambulatory,Encounter for problem (procedure),None,,2016-06-01 -96,ambulatory,Encounter for problem (procedure),None,None,2022-02-01 -96,ambulatory,Encounter for problem (procedure),None,None,2017-02-01 -96,ambulatory,Encounter for problem (procedure),None,None,2016-06-01 -95,,Encounter for problem (procedure),,,2017-01-01 -95,,Encounter for problem (procedure),,None,2017-01-01 -95,,Encounter for problem (procedure),None,,2017-01-01 -95,,Encounter for problem (procedure),None,None,2017-01-01 -94,,Encounter for problem (procedure),,,2021-08-01 -94,,Encounter for problem (procedure),,None,2021-08-01 -94,,Encounter for problem (procedure),None,,2021-08-01 -94,,Encounter for problem (procedure),None,None,2021-08-01 -94,ambulatory,Encounter for problem (procedure),,,2021-08-01 -94,ambulatory,Encounter for problem (procedure),,,2017-01-01 -94,ambulatory,Encounter for problem (procedure),,None,2021-08-01 -94,ambulatory,Encounter for problem (procedure),,None,2017-01-01 -94,ambulatory,Encounter for problem (procedure),None,,2021-08-01 -94,ambulatory,Encounter for problem (procedure),None,,2017-01-01 -94,ambulatory,Encounter for problem (procedure),None,None,2021-08-01 -94,ambulatory,Encounter for problem (procedure),None,None,2017-01-01 -93,,Encounter for problem (procedure),,,2021-09-01 -93,,Encounter for problem (procedure),,None,2021-09-01 -93,,Encounter for problem (procedure),None,,2021-09-01 -93,,Encounter for problem (procedure),None,None,2021-09-01 -93,ambulatory,Encounter for problem (procedure),,,2021-09-01 -93,ambulatory,Encounter for problem (procedure),,None,2021-09-01 -93,ambulatory,Encounter for problem (procedure),None,,2021-09-01 -93,ambulatory,Encounter for problem (procedure),None,None,2021-09-01 -92,,Encounter for problem (procedure),,,2022-03-01 -92,,Encounter for problem (procedure),,None,2022-03-01 -92,,Encounter for problem (procedure),None,,2022-03-01 -92,,Encounter for problem (procedure),None,None,2022-03-01 -92,ambulatory,Encounter for problem (procedure),,,2022-03-01 -92,ambulatory,Encounter for problem (procedure),,None,2022-03-01 -92,ambulatory,Encounter for problem (procedure),None,,2022-03-01 -92,ambulatory,Encounter for problem (procedure),None,None,2022-03-01 -91,,Encounter for problem (procedure),,,2022-04-01 -91,,Encounter for problem (procedure),,None,2022-04-01 -91,,Encounter for problem (procedure),None,,2022-04-01 -91,,Encounter for problem (procedure),None,None,2022-04-01 -91,ambulatory,Encounter for problem (procedure),,,2022-04-01 -91,ambulatory,Encounter for problem (procedure),,None,2022-04-01 -91,ambulatory,Encounter for problem (procedure),None,,2022-04-01 -91,ambulatory,Encounter for problem (procedure),None,None,2022-04-01 -90,,Encounter for problem (procedure),,,2020-11-01 -90,,Encounter for problem (procedure),,,2018-06-01 -90,,Encounter for problem (procedure),,,2016-08-01 -90,,Encounter for problem (procedure),,None,2020-11-01 -90,,Encounter for problem (procedure),,None,2018-06-01 -90,,Encounter for problem (procedure),,None,2016-08-01 -90,,Encounter for problem (procedure),None,,2020-11-01 -90,,Encounter for problem (procedure),None,,2018-06-01 -90,,Encounter for problem (procedure),None,,2016-08-01 -90,,Encounter for problem (procedure),None,None,2020-11-01 -90,,Encounter for problem (procedure),None,None,2018-06-01 -90,,Encounter for problem (procedure),None,None,2016-08-01 -90,ambulatory,Encounter for problem (procedure),,,2020-11-01 -90,ambulatory,Encounter for problem (procedure),,,2018-06-01 -90,ambulatory,Encounter for problem (procedure),,,2016-08-01 -90,ambulatory,Encounter for problem (procedure),,None,2020-11-01 -90,ambulatory,Encounter for problem (procedure),,None,2018-06-01 -90,ambulatory,Encounter for problem (procedure),,None,2016-08-01 -90,ambulatory,Encounter for problem (procedure),None,,2020-11-01 -90,ambulatory,Encounter for problem (procedure),None,,2018-06-01 -90,ambulatory,Encounter for problem (procedure),None,,2016-08-01 -90,ambulatory,Encounter for problem (procedure),None,None,2020-11-01 -90,ambulatory,Encounter for problem (procedure),None,None,2018-06-01 -90,ambulatory,Encounter for problem (procedure),None,None,2016-08-01 -89,,Encounter for problem (procedure),,,2020-12-01 -89,,Encounter for problem (procedure),,,2018-10-01 -89,,Encounter for problem (procedure),,None,2020-12-01 -89,,Encounter for problem (procedure),,None,2018-10-01 -89,,Encounter for problem (procedure),None,,2020-12-01 -89,,Encounter for problem (procedure),None,,2018-10-01 -89,,Encounter for problem (procedure),None,None,2020-12-01 -89,,Encounter for problem (procedure),None,None,2018-10-01 -89,ambulatory,Encounter for problem (procedure),,,2020-12-01 -89,ambulatory,Encounter for problem (procedure),,,2018-10-01 -89,ambulatory,Encounter for problem (procedure),,None,2020-12-01 -89,ambulatory,Encounter for problem (procedure),,None,2018-10-01 -89,ambulatory,Encounter for problem (procedure),None,,2020-12-01 -89,ambulatory,Encounter for problem (procedure),None,,2018-10-01 -89,ambulatory,Encounter for problem (procedure),None,None,2020-12-01 -89,ambulatory,Encounter for problem (procedure),None,None,2018-10-01 -88,,Encounter for problem (procedure),,,2018-12-01 -88,,Encounter for problem (procedure),,None,2018-12-01 -88,,Encounter for problem (procedure),None,,2018-12-01 -88,,Encounter for problem (procedure),None,None,2018-12-01 -88,,Drug rehabilitation and detoxification,,, -88,,Drug rehabilitation and detoxification,,None, -88,,Drug rehabilitation and detoxification,None,, -88,,Drug rehabilitation and detoxification,None,None, -88,inpatient encounter,Drug rehabilitation and detoxification,,, -88,inpatient encounter,Drug rehabilitation and detoxification,,None, -88,inpatient encounter,Drug rehabilitation and detoxification,None,, -88,inpatient encounter,Drug rehabilitation and detoxification,None,None, -88,ambulatory,Encounter for problem (procedure),,,2018-12-01 -88,ambulatory,Encounter for problem (procedure),,None,2018-12-01 -88,ambulatory,Encounter for problem (procedure),None,,2018-12-01 -88,ambulatory,Encounter for problem (procedure),None,None,2018-12-01 -87,,Encounter for problem (procedure),,,2021-07-01 -87,,Encounter for problem (procedure),,None,2021-07-01 -87,,Encounter for problem (procedure),None,,2021-07-01 -87,,Encounter for problem (procedure),None,None,2021-07-01 -86,ambulatory,Encounter for problem (procedure),,,2021-07-01 -86,ambulatory,Encounter for problem (procedure),,None,2021-07-01 -86,ambulatory,Encounter for problem (procedure),None,,2021-07-01 -86,ambulatory,Encounter for problem (procedure),None,None,2021-07-01 -83,,Encounter for problem (procedure),,,2021-01-01 -83,,Encounter for problem (procedure),,None,2021-01-01 -83,,Encounter for problem (procedure),None,,2021-01-01 -83,,Encounter for problem (procedure),None,None,2021-01-01 -82,ambulatory,Encounter for problem (procedure),,,2021-01-01 -82,ambulatory,Encounter for problem (procedure),,None,2021-01-01 -82,ambulatory,Encounter for problem (procedure),None,,2021-01-01 -82,ambulatory,Encounter for problem (procedure),None,None,2021-01-01 -81,,Encounter for problem (procedure),,,2019-01-01 -81,,Encounter for problem (procedure),,None,2019-01-01 -81,,Encounter for problem (procedure),None,,2019-01-01 -81,,Encounter for problem (procedure),None,None,2019-01-01 -80,,Encounter for problem (procedure),,,2018-11-01 -80,,Encounter for problem (procedure),,None,2018-11-01 -80,,Encounter for problem (procedure),None,,2018-11-01 -80,,Encounter for problem (procedure),None,None,2018-11-01 -80,virtual,,,, -80,virtual,,,None, -80,virtual,,None,, -80,virtual,,None,None, -80,ambulatory,Encounter for problem (procedure),,,2019-01-01 -80,ambulatory,Encounter for problem (procedure),,,2018-11-01 -80,ambulatory,Encounter for problem (procedure),,None,2019-01-01 -80,ambulatory,Encounter for problem (procedure),,None,2018-11-01 -80,ambulatory,Encounter for problem (procedure),None,,2019-01-01 -80,ambulatory,Encounter for problem (procedure),None,,2018-11-01 -80,ambulatory,Encounter for problem (procedure),None,None,2019-01-01 -80,ambulatory,Encounter for problem (procedure),None,None,2018-11-01 -79,,Encounter for problem (procedure),,,2021-06-01 -79,,Encounter for problem (procedure),,None,2021-06-01 -79,,Encounter for problem (procedure),None,,2021-06-01 -79,,Encounter for problem (procedure),None,None,2021-06-01 -79,ambulatory,Encounter for problem (procedure),,,2021-06-01 -79,ambulatory,Encounter for problem (procedure),,None,2021-06-01 -79,ambulatory,Encounter for problem (procedure),None,,2021-06-01 -79,ambulatory,Encounter for problem (procedure),None,None,2021-06-01 -77,,Encounter for problem (procedure),,,2021-05-01 -77,,Encounter for problem (procedure),,,2020-05-01 -77,,Encounter for problem (procedure),,,2020-01-01 -77,,Encounter for problem (procedure),,,2019-12-01 -77,,Encounter for problem (procedure),,,2019-04-01 -77,,Encounter for problem (procedure),,None,2021-05-01 -77,,Encounter for problem (procedure),,None,2020-05-01 -77,,Encounter for problem (procedure),,None,2020-01-01 -77,,Encounter for problem (procedure),,None,2019-12-01 -77,,Encounter for problem (procedure),,None,2019-04-01 -77,,Encounter for problem (procedure),None,,2021-05-01 -77,,Encounter for problem (procedure),None,,2020-05-01 -77,,Encounter for problem (procedure),None,,2020-01-01 -77,,Encounter for problem (procedure),None,,2019-12-01 -77,,Encounter for problem (procedure),None,,2019-04-01 -77,,Encounter for problem (procedure),None,None,2021-05-01 -77,,Encounter for problem (procedure),None,None,2020-05-01 -77,,Encounter for problem (procedure),None,None,2020-01-01 -77,,Encounter for problem (procedure),None,None,2019-12-01 -77,,Encounter for problem (procedure),None,None,2019-04-01 -77,ambulatory,Encounter for problem (procedure),,,2021-05-01 -77,ambulatory,Encounter for problem (procedure),,,2020-05-01 -77,ambulatory,Encounter for problem (procedure),,,2020-01-01 -77,ambulatory,Encounter for problem (procedure),,,2019-12-01 -77,ambulatory,Encounter for problem (procedure),,,2019-04-01 -77,ambulatory,Encounter for problem (procedure),,None,2021-05-01 -77,ambulatory,Encounter for problem (procedure),,None,2020-05-01 -77,ambulatory,Encounter for problem (procedure),,None,2020-01-01 -77,ambulatory,Encounter for problem (procedure),,None,2019-12-01 -77,ambulatory,Encounter for problem (procedure),,None,2019-04-01 -77,ambulatory,Encounter for problem (procedure),None,,2021-05-01 -77,ambulatory,Encounter for problem (procedure),None,,2020-05-01 -77,ambulatory,Encounter for problem (procedure),None,,2020-01-01 -77,ambulatory,Encounter for problem (procedure),None,,2019-12-01 -77,ambulatory,Encounter for problem (procedure),None,,2019-04-01 -77,ambulatory,Encounter for problem (procedure),None,None,2021-05-01 -77,ambulatory,Encounter for problem (procedure),None,None,2020-05-01 -77,ambulatory,Encounter for problem (procedure),None,None,2020-01-01 -77,ambulatory,Encounter for problem (procedure),None,None,2019-12-01 -77,ambulatory,Encounter for problem (procedure),None,None,2019-04-01 -76,,Encounter for problem (procedure),,,2020-10-01 -76,,Encounter for problem (procedure),,None,2020-10-01 -76,,Encounter for problem (procedure),None,,2020-10-01 -76,,Encounter for problem (procedure),None,None,2020-10-01 -75,,Encounter for problem (procedure),,,2020-08-01 -75,,Encounter for problem (procedure),,,2019-05-01 -75,,Encounter for problem (procedure),,None,2020-08-01 -75,,Encounter for problem (procedure),,None,2019-05-01 -75,,Encounter for problem (procedure),None,,2020-08-01 -75,,Encounter for problem (procedure),None,,2019-05-01 -75,,Encounter for problem (procedure),None,None,2020-08-01 -75,,Encounter for problem (procedure),None,None,2019-05-01 -75,ambulatory,Encounter for problem (procedure),,,2020-10-01 -75,ambulatory,Encounter for problem (procedure),,,2020-08-01 -75,ambulatory,Encounter for problem (procedure),,,2019-05-01 -75,ambulatory,Encounter for problem (procedure),,None,2020-10-01 -75,ambulatory,Encounter for problem (procedure),,None,2020-08-01 -75,ambulatory,Encounter for problem (procedure),,None,2019-05-01 -75,ambulatory,Encounter for problem (procedure),None,,2020-10-01 -75,ambulatory,Encounter for problem (procedure),None,,2020-08-01 -75,ambulatory,Encounter for problem (procedure),None,,2019-05-01 -75,ambulatory,Encounter for problem (procedure),None,None,2020-10-01 -75,ambulatory,Encounter for problem (procedure),None,None,2020-08-01 -75,ambulatory,Encounter for problem (procedure),None,None,2019-05-01 -74,,Encounter for problem (procedure),,,2020-06-01 -74,,Encounter for problem (procedure),,,2020-03-01 -74,,Encounter for problem (procedure),,None,2020-06-01 -74,,Encounter for problem (procedure),,None,2020-03-01 -74,,Encounter for problem (procedure),None,,2020-06-01 -74,,Encounter for problem (procedure),None,,2020-03-01 -74,,Encounter for problem (procedure),None,None,2020-06-01 -74,,Encounter for problem (procedure),None,None,2020-03-01 -74,,Administration of vaccine to produce active immunity (procedure),,,2021-08-01 -74,,Administration of vaccine to produce active immunity (procedure),,None,2021-08-01 -74,,Administration of vaccine to produce active immunity (procedure),None,,2021-08-01 -74,,Administration of vaccine to produce active immunity (procedure),None,None,2021-08-01 -74,ambulatory,Encounter for problem (procedure),,,2020-06-01 -74,ambulatory,Encounter for problem (procedure),,,2020-03-01 -74,ambulatory,Encounter for problem (procedure),,None,2020-06-01 -74,ambulatory,Encounter for problem (procedure),,None,2020-03-01 -74,ambulatory,Encounter for problem (procedure),None,,2020-06-01 -74,ambulatory,Encounter for problem (procedure),None,,2020-03-01 -74,ambulatory,Encounter for problem (procedure),None,None,2020-06-01 -74,ambulatory,Encounter for problem (procedure),None,None,2020-03-01 -74,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-08-01 -74,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-08-01 -74,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-08-01 -74,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-08-01 -73,,General examination of patient (procedure),,,2020-03-01 -73,,General examination of patient (procedure),,None,2020-03-01 -73,,General examination of patient (procedure),None,,2020-03-01 -73,,General examination of patient (procedure),None,None,2020-03-01 -73,,Encounter for problem (procedure),,,2019-08-01 -73,,Encounter for problem (procedure),,,2019-07-01 -73,,Encounter for problem (procedure),,None,2019-08-01 -73,,Encounter for problem (procedure),,None,2019-07-01 -73,,Encounter for problem (procedure),None,,2019-08-01 -73,,Encounter for problem (procedure),None,,2019-07-01 -73,,Encounter for problem (procedure),None,None,2019-08-01 -73,,Encounter for problem (procedure),None,None,2019-07-01 -73,,Domiciliary or rest home patient evaluation and management,,, -73,,Domiciliary or rest home patient evaluation and management,,None, -73,,Domiciliary or rest home patient evaluation and management,None,, -73,,Domiciliary or rest home patient evaluation and management,None,None, -73,ambulatory,General examination of patient (procedure),,,2020-03-01 -73,ambulatory,General examination of patient (procedure),,None,2020-03-01 -73,ambulatory,General examination of patient (procedure),None,,2020-03-01 -73,ambulatory,General examination of patient (procedure),None,None,2020-03-01 -73,ambulatory,Encounter for problem (procedure),,,2019-08-01 -73,ambulatory,Encounter for problem (procedure),,None,2019-08-01 -73,ambulatory,Encounter for problem (procedure),None,,2019-08-01 -73,ambulatory,Encounter for problem (procedure),None,None,2019-08-01 -73,ambulatory,Domiciliary or rest home patient evaluation and management,,, -73,ambulatory,Domiciliary or rest home patient evaluation and management,,None, -73,ambulatory,Domiciliary or rest home patient evaluation and management,None,, -73,ambulatory,Domiciliary or rest home patient evaluation and management,None,None, -72,,General examination of patient (procedure),,,2021-03-01 -72,,General examination of patient (procedure),,None,2021-03-01 -72,,General examination of patient (procedure),None,,2021-03-01 -72,,General examination of patient (procedure),None,None,2021-03-01 -72,ambulatory,General examination of patient (procedure),,,2021-03-01 -72,ambulatory,General examination of patient (procedure),,None,2021-03-01 -72,ambulatory,General examination of patient (procedure),None,,2021-03-01 -72,ambulatory,General examination of patient (procedure),None,None,2021-03-01 -72,ambulatory,Encounter for problem (procedure),,,2019-07-01 -72,ambulatory,Encounter for problem (procedure),,None,2019-07-01 -72,ambulatory,Encounter for problem (procedure),None,,2019-07-01 -72,ambulatory,Encounter for problem (procedure),None,None,2019-07-01 -71,,Encounter for problem (procedure),,,2020-07-01 -71,,Encounter for problem (procedure),,None,2020-07-01 -71,,Encounter for problem (procedure),None,,2020-07-01 -71,,Encounter for problem (procedure),None,None,2020-07-01 -71,ambulatory,Encounter for problem (procedure),,,2020-07-01 -71,ambulatory,Encounter for problem (procedure),,None,2020-07-01 -71,ambulatory,Encounter for problem (procedure),None,,2020-07-01 -71,ambulatory,Encounter for problem (procedure),None,None,2020-07-01 -70,,Encounter for problem (procedure),,,2020-04-01 -70,,Encounter for problem (procedure),,None,2020-04-01 -70,,Encounter for problem (procedure),None,,2020-04-01 -70,,Encounter for problem (procedure),None,None,2020-04-01 -70,,Administration of vaccine to produce active immunity (procedure),,,2021-11-01 -70,,Administration of vaccine to produce active immunity (procedure),,None,2021-11-01 -70,,Administration of vaccine to produce active immunity (procedure),None,,2021-11-01 -70,,Administration of vaccine to produce active immunity (procedure),None,None,2021-11-01 -70,ambulatory,Encounter for problem (procedure),,,2020-04-01 -70,ambulatory,Encounter for problem (procedure),,None,2020-04-01 -70,ambulatory,Encounter for problem (procedure),None,,2020-04-01 -70,ambulatory,Encounter for problem (procedure),None,None,2020-04-01 -70,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-11-01 -70,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-11-01 -70,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-11-01 -70,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-11-01 -69,,General examination of patient (procedure),,,2019-03-01 -69,,General examination of patient (procedure),,None,2019-03-01 -69,,General examination of patient (procedure),None,,2019-03-01 -69,,General examination of patient (procedure),None,None,2019-03-01 -69,ambulatory,General examination of patient (procedure),,,2019-03-01 -69,ambulatory,General examination of patient (procedure),,None,2019-03-01 -69,ambulatory,General examination of patient (procedure),None,,2019-03-01 -69,ambulatory,General examination of patient (procedure),None,None,2019-03-01 -68,,Gynecology service (qualifier value),,, -68,,Gynecology service (qualifier value),,None, -68,,Gynecology service (qualifier value),None,, -68,,Gynecology service (qualifier value),None,None, -68,,Administration of vaccine to produce active immunity (procedure),,,2021-09-01 -68,,Administration of vaccine to produce active immunity (procedure),,None,2021-09-01 -68,,Administration of vaccine to produce active immunity (procedure),None,,2021-09-01 -68,,Administration of vaccine to produce active immunity (procedure),None,None,2021-09-01 -68,ambulatory,Gynecology service (qualifier value),,, -68,ambulatory,Gynecology service (qualifier value),,None, -68,ambulatory,Gynecology service (qualifier value),None,, -68,ambulatory,Gynecology service (qualifier value),None,None, -68,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-09-01 -68,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-09-01 -68,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-09-01 -68,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-09-01 -67,,General examination of patient (procedure),,,2018-03-01 -67,,General examination of patient (procedure),,None,2018-03-01 -67,,General examination of patient (procedure),None,,2018-03-01 -67,,General examination of patient (procedure),None,None,2018-03-01 -67,,Admission to hospice (procedure),,, -67,,Admission to hospice (procedure),,None, -67,,Admission to hospice (procedure),None,, -67,,Admission to hospice (procedure),None,None, -67,home health,Admission to hospice (procedure),,, -67,home health,Admission to hospice (procedure),,None, -67,home health,Admission to hospice (procedure),None,, -67,home health,Admission to hospice (procedure),None,None, -67,ambulatory,General examination of patient (procedure),,,2018-03-01 -67,ambulatory,General examination of patient (procedure),,None,2018-03-01 -67,ambulatory,General examination of patient (procedure),None,,2018-03-01 -67,ambulatory,General examination of patient (procedure),None,None,2018-03-01 -66,,Encounter for problem (procedure),,,2021-03-01 -66,,Encounter for problem (procedure),,,2020-09-01 -66,,Encounter for problem (procedure),,None,2021-03-01 -66,,Encounter for problem (procedure),,None,2020-09-01 -66,,Encounter for problem (procedure),None,,2021-03-01 -66,,Encounter for problem (procedure),None,,2020-09-01 -66,,Encounter for problem (procedure),None,None,2021-03-01 -66,,Encounter for problem (procedure),None,None,2020-09-01 -66,ambulatory,Encounter for problem (procedure),,,2021-03-01 -66,ambulatory,Encounter for problem (procedure),,,2020-09-01 -66,ambulatory,Encounter for problem (procedure),,None,2021-03-01 -66,ambulatory,Encounter for problem (procedure),,None,2020-09-01 -66,ambulatory,Encounter for problem (procedure),None,,2021-03-01 -66,ambulatory,Encounter for problem (procedure),None,,2020-09-01 -66,ambulatory,Encounter for problem (procedure),None,None,2021-03-01 -66,ambulatory,Encounter for problem (procedure),None,None,2020-09-01 -65,,General examination of patient (procedure),,,2017-03-01 -65,,General examination of patient (procedure),,None,2017-03-01 -65,,General examination of patient (procedure),None,,2017-03-01 -65,,General examination of patient (procedure),None,None,2017-03-01 -65,,Encounter for problem (procedure),,,2019-06-01 -65,,Encounter for problem (procedure),,None,2019-06-01 -65,,Encounter for problem (procedure),None,,2019-06-01 -65,,Encounter for problem (procedure),None,None,2019-06-01 -65,ambulatory,General examination of patient (procedure),,,2017-03-01 -65,ambulatory,General examination of patient (procedure),,None,2017-03-01 -65,ambulatory,General examination of patient (procedure),None,,2017-03-01 -65,ambulatory,General examination of patient (procedure),None,None,2017-03-01 -64,ambulatory,Encounter for problem (procedure),,,2019-06-01 -64,ambulatory,Encounter for problem (procedure),,None,2019-06-01 -64,ambulatory,Encounter for problem (procedure),None,,2019-06-01 -64,ambulatory,Encounter for problem (procedure),None,None,2019-06-01 -63,,Encounter for problem (procedure),,,2019-10-01 -63,,Encounter for problem (procedure),,,2019-09-01 -63,,Encounter for problem (procedure),,,2019-02-01 -63,,Encounter for problem (procedure),,None,2019-10-01 -63,,Encounter for problem (procedure),,None,2019-09-01 -63,,Encounter for problem (procedure),,None,2019-02-01 -63,,Encounter for problem (procedure),None,,2019-10-01 -63,,Encounter for problem (procedure),None,,2019-09-01 -63,,Encounter for problem (procedure),None,,2019-02-01 -63,,Encounter for problem (procedure),None,None,2019-10-01 -63,,Encounter for problem (procedure),None,None,2019-09-01 -63,,Encounter for problem (procedure),None,None,2019-02-01 -63,ambulatory,Encounter for problem (procedure),,,2019-09-01 -63,ambulatory,Encounter for problem (procedure),,,2019-02-01 -63,ambulatory,Encounter for problem (procedure),,None,2019-09-01 -63,ambulatory,Encounter for problem (procedure),,None,2019-02-01 -63,ambulatory,Encounter for problem (procedure),None,,2019-09-01 -63,ambulatory,Encounter for problem (procedure),None,,2019-02-01 -63,ambulatory,Encounter for problem (procedure),None,None,2019-09-01 -63,ambulatory,Encounter for problem (procedure),None,None,2019-02-01 -62,ambulatory,Encounter for problem (procedure),,,2019-10-01 -62,ambulatory,Encounter for problem (procedure),,None,2019-10-01 -62,ambulatory,Encounter for problem (procedure),None,,2019-10-01 -62,ambulatory,Encounter for problem (procedure),None,None,2019-10-01 -61,,Encounter for problem (procedure),,,2019-11-01 -61,,Encounter for problem (procedure),,None,2019-11-01 -61,,Encounter for problem (procedure),None,,2019-11-01 -61,,Encounter for problem (procedure),None,None,2019-11-01 -61,,Administration of vaccine to produce active immunity (procedure),,,2021-01-01 -61,,Administration of vaccine to produce active immunity (procedure),,None,2021-01-01 -61,,Administration of vaccine to produce active immunity (procedure),None,,2021-01-01 -61,,Administration of vaccine to produce active immunity (procedure),None,None,2021-01-01 -61,ambulatory,Encounter for problem (procedure),,,2019-11-01 -61,ambulatory,Encounter for problem (procedure),,None,2019-11-01 -61,ambulatory,Encounter for problem (procedure),None,,2019-11-01 -61,ambulatory,Encounter for problem (procedure),None,None,2019-11-01 -61,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-01-01 -61,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-01-01 -61,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-01-01 -61,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-01-01 -59,,General examination of patient (procedure),,,2022-06-01 -59,,General examination of patient (procedure),,,2022-04-01 -59,,General examination of patient (procedure),,,2021-06-01 -59,,General examination of patient (procedure),,None,2022-06-01 -59,,General examination of patient (procedure),,None,2022-04-01 -59,,General examination of patient (procedure),,None,2021-06-01 -59,,General examination of patient (procedure),None,,2022-06-01 -59,,General examination of patient (procedure),None,,2022-04-01 -59,,General examination of patient (procedure),None,,2021-06-01 -59,,General examination of patient (procedure),None,None,2022-06-01 -59,,General examination of patient (procedure),None,None,2022-04-01 -59,,General examination of patient (procedure),None,None,2021-06-01 -59,ambulatory,General examination of patient (procedure),,,2022-06-01 -59,ambulatory,General examination of patient (procedure),,,2022-04-01 -59,ambulatory,General examination of patient (procedure),,,2021-06-01 -59,ambulatory,General examination of patient (procedure),,None,2022-06-01 -59,ambulatory,General examination of patient (procedure),,None,2022-04-01 -59,ambulatory,General examination of patient (procedure),,None,2021-06-01 -59,ambulatory,General examination of patient (procedure),None,,2022-06-01 -59,ambulatory,General examination of patient (procedure),None,,2022-04-01 -59,ambulatory,General examination of patient (procedure),None,,2021-06-01 -59,ambulatory,General examination of patient (procedure),None,None,2022-06-01 -59,ambulatory,General examination of patient (procedure),None,None,2022-04-01 -59,ambulatory,General examination of patient (procedure),None,None,2021-06-01 -58,,Encounter for problem (procedure),,,2021-04-01 -58,,Encounter for problem (procedure),,None,2021-04-01 -58,,Encounter for problem (procedure),None,,2021-04-01 -58,,Encounter for problem (procedure),None,None,2021-04-01 -58,ambulatory,Encounter for problem (procedure),,,2021-04-01 -58,ambulatory,Encounter for problem (procedure),,None,2021-04-01 -58,ambulatory,Encounter for problem (procedure),None,,2021-04-01 -58,ambulatory,Encounter for problem (procedure),None,None,2021-04-01 -57,,General examination of patient (procedure),,,2023-03-01 -57,,General examination of patient (procedure),,None,2023-03-01 -57,,General examination of patient (procedure),None,,2023-03-01 -57,,General examination of patient (procedure),None,None,2023-03-01 -57,ambulatory,General examination of patient (procedure),,,2023-03-01 -57,ambulatory,General examination of patient (procedure),,None,2023-03-01 -57,ambulatory,General examination of patient (procedure),None,,2023-03-01 -57,ambulatory,General examination of patient (procedure),None,None,2023-03-01 -56,,General examination of patient (procedure),,,2018-08-01 -56,,General examination of patient (procedure),,None,2018-08-01 -56,,General examination of patient (procedure),None,,2018-08-01 -56,,General examination of patient (procedure),None,None,2018-08-01 -56,,Encounter for problem (procedure),,,2021-02-01 -56,,Encounter for problem (procedure),,None,2021-02-01 -56,,Encounter for problem (procedure),None,,2021-02-01 -56,,Encounter for problem (procedure),None,None,2021-02-01 -56,ambulatory,General examination of patient (procedure),,,2018-08-01 -56,ambulatory,General examination of patient (procedure),,None,2018-08-01 -56,ambulatory,General examination of patient (procedure),None,,2018-08-01 -56,ambulatory,General examination of patient (procedure),None,None,2018-08-01 -56,ambulatory,Encounter for problem (procedure),,,2021-02-01 -56,ambulatory,Encounter for problem (procedure),,None,2021-02-01 -56,ambulatory,Encounter for problem (procedure),None,,2021-02-01 -56,ambulatory,Encounter for problem (procedure),None,None,2021-02-01 -55,,General examination of patient (procedure),,,2017-01-01 -55,,General examination of patient (procedure),,None,2017-01-01 -55,,General examination of patient (procedure),None,,2017-01-01 -55,,General examination of patient (procedure),None,None,2017-01-01 -55,,Encounter for problem (procedure),,,2019-03-01 -55,,Encounter for problem (procedure),,None,2019-03-01 -55,,Encounter for problem (procedure),None,,2019-03-01 -55,,Encounter for problem (procedure),None,None,2019-03-01 -55,ambulatory,General examination of patient (procedure),,,2017-01-01 -55,ambulatory,General examination of patient (procedure),,None,2017-01-01 -55,ambulatory,General examination of patient (procedure),None,,2017-01-01 -55,ambulatory,General examination of patient (procedure),None,None,2017-01-01 -55,ambulatory,Encounter for problem (procedure),,,2019-03-01 -55,ambulatory,Encounter for problem (procedure),,None,2019-03-01 -55,ambulatory,Encounter for problem (procedure),None,,2019-03-01 -55,ambulatory,Encounter for problem (procedure),None,None,2019-03-01 -54,,Administration of vaccine to produce active immunity (procedure),,,2021-10-01 -54,,Administration of vaccine to produce active immunity (procedure),,None,2021-10-01 -54,,Administration of vaccine to produce active immunity (procedure),None,,2021-10-01 -54,,Administration of vaccine to produce active immunity (procedure),None,None,2021-10-01 -54,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-10-01 -54,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-10-01 -54,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-10-01 -54,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-10-01 -53,,General examination of patient (procedure),,,2022-03-01 -53,,General examination of patient (procedure),,,2019-06-01 -53,,General examination of patient (procedure),,,2018-05-01 -53,,General examination of patient (procedure),,,2018-01-01 -53,,General examination of patient (procedure),,None,2022-03-01 -53,,General examination of patient (procedure),,None,2019-06-01 -53,,General examination of patient (procedure),,None,2018-05-01 -53,,General examination of patient (procedure),,None,2018-01-01 -53,,General examination of patient (procedure),None,,2022-03-01 -53,,General examination of patient (procedure),None,,2019-06-01 -53,,General examination of patient (procedure),None,,2018-05-01 -53,,General examination of patient (procedure),None,,2018-01-01 -53,,General examination of patient (procedure),None,None,2022-03-01 -53,,General examination of patient (procedure),None,None,2019-06-01 -53,,General examination of patient (procedure),None,None,2018-05-01 -53,,General examination of patient (procedure),None,None,2018-01-01 -53,ambulatory,General examination of patient (procedure),,,2022-03-01 -53,ambulatory,General examination of patient (procedure),,,2019-06-01 -53,ambulatory,General examination of patient (procedure),,,2018-05-01 -53,ambulatory,General examination of patient (procedure),,,2018-01-01 -53,ambulatory,General examination of patient (procedure),,None,2022-03-01 -53,ambulatory,General examination of patient (procedure),,None,2019-06-01 -53,ambulatory,General examination of patient (procedure),,None,2018-05-01 -53,ambulatory,General examination of patient (procedure),,None,2018-01-01 -53,ambulatory,General examination of patient (procedure),None,,2022-03-01 -53,ambulatory,General examination of patient (procedure),None,,2019-06-01 -53,ambulatory,General examination of patient (procedure),None,,2018-05-01 -53,ambulatory,General examination of patient (procedure),None,,2018-01-01 -53,ambulatory,General examination of patient (procedure),None,None,2022-03-01 -53,ambulatory,General examination of patient (procedure),None,None,2019-06-01 -53,ambulatory,General examination of patient (procedure),None,None,2018-05-01 -53,ambulatory,General examination of patient (procedure),None,None,2018-01-01 -52,,General examination of patient (procedure),,,2021-12-01 -52,,General examination of patient (procedure),,,2021-01-01 -52,,General examination of patient (procedure),,,2020-08-01 -52,,General examination of patient (procedure),,,2019-01-01 -52,,General examination of patient (procedure),,None,2021-12-01 -52,,General examination of patient (procedure),,None,2021-01-01 -52,,General examination of patient (procedure),,None,2020-08-01 -52,,General examination of patient (procedure),,None,2019-01-01 -52,,General examination of patient (procedure),None,,2021-12-01 -52,,General examination of patient (procedure),None,,2021-01-01 -52,,General examination of patient (procedure),None,,2020-08-01 -52,,General examination of patient (procedure),None,,2019-01-01 -52,,General examination of patient (procedure),None,None,2021-12-01 -52,,General examination of patient (procedure),None,None,2021-01-01 -52,,General examination of patient (procedure),None,None,2020-08-01 -52,,General examination of patient (procedure),None,None,2019-01-01 -52,ambulatory,General examination of patient (procedure),,,2021-12-01 -52,ambulatory,General examination of patient (procedure),,,2021-01-01 -52,ambulatory,General examination of patient (procedure),,,2020-08-01 -52,ambulatory,General examination of patient (procedure),,,2019-01-01 -52,ambulatory,General examination of patient (procedure),,None,2021-12-01 -52,ambulatory,General examination of patient (procedure),,None,2021-01-01 -52,ambulatory,General examination of patient (procedure),,None,2020-08-01 -52,ambulatory,General examination of patient (procedure),,None,2019-01-01 -52,ambulatory,General examination of patient (procedure),None,,2021-12-01 -52,ambulatory,General examination of patient (procedure),None,,2021-01-01 -52,ambulatory,General examination of patient (procedure),None,,2020-08-01 -52,ambulatory,General examination of patient (procedure),None,,2019-01-01 -52,ambulatory,General examination of patient (procedure),None,None,2021-12-01 -52,ambulatory,General examination of patient (procedure),None,None,2021-01-01 -52,ambulatory,General examination of patient (procedure),None,None,2020-08-01 -52,ambulatory,General examination of patient (procedure),None,None,2019-01-01 -51,,General examination of patient (procedure),,,2022-01-01 -51,,General examination of patient (procedure),,,2021-07-01 -51,,General examination of patient (procedure),,None,2022-01-01 -51,,General examination of patient (procedure),,None,2021-07-01 -51,,General examination of patient (procedure),None,,2022-01-01 -51,,General examination of patient (procedure),None,,2021-07-01 -51,,General examination of patient (procedure),None,None,2022-01-01 -51,,General examination of patient (procedure),None,None,2021-07-01 -51,,Encounter for problem (procedure),,,2020-02-01 -51,,Encounter for problem (procedure),,None,2020-02-01 -51,,Encounter for problem (procedure),None,,2020-02-01 -51,,Encounter for problem (procedure),None,None,2020-02-01 -51,ambulatory,General examination of patient (procedure),,,2022-01-01 -51,ambulatory,General examination of patient (procedure),,,2021-07-01 -51,ambulatory,General examination of patient (procedure),,None,2022-01-01 -51,ambulatory,General examination of patient (procedure),,None,2021-07-01 -51,ambulatory,General examination of patient (procedure),None,,2022-01-01 -51,ambulatory,General examination of patient (procedure),None,,2021-07-01 -51,ambulatory,General examination of patient (procedure),None,None,2022-01-01 -51,ambulatory,General examination of patient (procedure),None,None,2021-07-01 -51,ambulatory,Encounter for problem (procedure),,,2020-02-01 -51,ambulatory,Encounter for problem (procedure),,None,2020-02-01 -51,ambulatory,Encounter for problem (procedure),None,,2020-02-01 -51,ambulatory,Encounter for problem (procedure),None,None,2020-02-01 -50,,General examination of patient (procedure),,,2020-02-01 -50,,General examination of patient (procedure),,,2020-01-01 -50,,General examination of patient (procedure),,,2017-05-01 -50,,General examination of patient (procedure),,,2016-06-01 -50,,General examination of patient (procedure),,None,2020-02-01 -50,,General examination of patient (procedure),,None,2020-01-01 -50,,General examination of patient (procedure),,None,2017-05-01 -50,,General examination of patient (procedure),,None,2016-06-01 -50,,General examination of patient (procedure),None,,2020-02-01 -50,,General examination of patient (procedure),None,,2020-01-01 -50,,General examination of patient (procedure),None,,2017-05-01 -50,,General examination of patient (procedure),None,,2016-06-01 -50,,General examination of patient (procedure),None,None,2020-02-01 -50,,General examination of patient (procedure),None,None,2020-01-01 -50,,General examination of patient (procedure),None,None,2017-05-01 -50,,General examination of patient (procedure),None,None,2016-06-01 -50,,Administration of vaccine to produce active immunity (procedure),,,2021-07-01 -50,,Administration of vaccine to produce active immunity (procedure),,None,2021-07-01 -50,,Administration of vaccine to produce active immunity (procedure),None,,2021-07-01 -50,,Administration of vaccine to produce active immunity (procedure),None,None,2021-07-01 -50,ambulatory,General examination of patient (procedure),,,2020-02-01 -50,ambulatory,General examination of patient (procedure),,,2020-01-01 -50,ambulatory,General examination of patient (procedure),,,2017-05-01 -50,ambulatory,General examination of patient (procedure),,,2016-06-01 -50,ambulatory,General examination of patient (procedure),,None,2020-02-01 -50,ambulatory,General examination of patient (procedure),,None,2020-01-01 -50,ambulatory,General examination of patient (procedure),,None,2017-05-01 -50,ambulatory,General examination of patient (procedure),,None,2016-06-01 -50,ambulatory,General examination of patient (procedure),None,,2020-02-01 -50,ambulatory,General examination of patient (procedure),None,,2020-01-01 -50,ambulatory,General examination of patient (procedure),None,,2017-05-01 -50,ambulatory,General examination of patient (procedure),None,,2016-06-01 -50,ambulatory,General examination of patient (procedure),None,None,2020-02-01 -50,ambulatory,General examination of patient (procedure),None,None,2020-01-01 -50,ambulatory,General examination of patient (procedure),None,None,2017-05-01 -50,ambulatory,General examination of patient (procedure),None,None,2016-06-01 -50,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-07-01 -50,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-07-01 -50,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-07-01 -50,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-07-01 -49,,Patient-initiated encounter,,, -49,,Patient-initiated encounter,,None, -49,,Patient-initiated encounter,None,, -49,,Patient-initiated encounter,None,None, -49,,General examination of patient (procedure),,,2022-02-01 -49,,General examination of patient (procedure),,,2021-10-01 -49,,General examination of patient (procedure),,,2021-09-01 -49,,General examination of patient (procedure),,,2020-06-01 -49,,General examination of patient (procedure),,,2019-08-01 -49,,General examination of patient (procedure),,None,2022-02-01 -49,,General examination of patient (procedure),,None,2021-10-01 -49,,General examination of patient (procedure),,None,2021-09-01 -49,,General examination of patient (procedure),,None,2020-06-01 -49,,General examination of patient (procedure),,None,2019-08-01 -49,,General examination of patient (procedure),None,,2022-02-01 -49,,General examination of patient (procedure),None,,2021-10-01 -49,,General examination of patient (procedure),None,,2021-09-01 -49,,General examination of patient (procedure),None,,2020-06-01 -49,,General examination of patient (procedure),None,,2019-08-01 -49,,General examination of patient (procedure),None,None,2022-02-01 -49,,General examination of patient (procedure),None,None,2021-10-01 -49,,General examination of patient (procedure),None,None,2021-09-01 -49,,General examination of patient (procedure),None,None,2020-06-01 -49,,General examination of patient (procedure),None,None,2019-08-01 -49,ambulatory,Patient-initiated encounter,,, -49,ambulatory,Patient-initiated encounter,,None, -49,ambulatory,Patient-initiated encounter,None,, -49,ambulatory,Patient-initiated encounter,None,None, -49,ambulatory,General examination of patient (procedure),,,2022-02-01 -49,ambulatory,General examination of patient (procedure),,,2021-10-01 -49,ambulatory,General examination of patient (procedure),,,2021-09-01 -49,ambulatory,General examination of patient (procedure),,,2020-06-01 -49,ambulatory,General examination of patient (procedure),,,2019-08-01 -49,ambulatory,General examination of patient (procedure),,None,2022-02-01 -49,ambulatory,General examination of patient (procedure),,None,2021-10-01 -49,ambulatory,General examination of patient (procedure),,None,2021-09-01 -49,ambulatory,General examination of patient (procedure),,None,2020-06-01 -49,ambulatory,General examination of patient (procedure),,None,2019-08-01 -49,ambulatory,General examination of patient (procedure),None,,2022-02-01 -49,ambulatory,General examination of patient (procedure),None,,2021-10-01 -49,ambulatory,General examination of patient (procedure),None,,2021-09-01 -49,ambulatory,General examination of patient (procedure),None,,2020-06-01 -49,ambulatory,General examination of patient (procedure),None,,2019-08-01 -49,ambulatory,General examination of patient (procedure),None,None,2022-02-01 -49,ambulatory,General examination of patient (procedure),None,None,2021-10-01 -49,ambulatory,General examination of patient (procedure),None,None,2021-09-01 -49,ambulatory,General examination of patient (procedure),None,None,2020-06-01 -49,ambulatory,General examination of patient (procedure),None,None,2019-08-01 -48,,General examination of patient (procedure),,,2022-08-01 -48,,General examination of patient (procedure),,,2021-05-01 -48,,General examination of patient (procedure),,None,2022-08-01 -48,,General examination of patient (procedure),,None,2021-05-01 -48,,General examination of patient (procedure),None,,2022-08-01 -48,,General examination of patient (procedure),None,,2021-05-01 -48,,General examination of patient (procedure),None,None,2022-08-01 -48,,General examination of patient (procedure),None,None,2021-05-01 -48,ambulatory,General examination of patient (procedure),,,2022-08-01 -48,ambulatory,General examination of patient (procedure),,,2021-05-01 -48,ambulatory,General examination of patient (procedure),,None,2022-08-01 -48,ambulatory,General examination of patient (procedure),,None,2021-05-01 -48,ambulatory,General examination of patient (procedure),None,,2022-08-01 -48,ambulatory,General examination of patient (procedure),None,,2021-05-01 -48,ambulatory,General examination of patient (procedure),None,None,2022-08-01 -48,ambulatory,General examination of patient (procedure),None,None,2021-05-01 -47,,Well child visit (procedure),,,2019-04-01 -47,,Well child visit (procedure),,None,2019-04-01 -47,,Well child visit (procedure),None,,2019-04-01 -47,,Well child visit (procedure),None,None,2019-04-01 -47,,General examination of patient (procedure),,,2021-02-01 -47,,General examination of patient (procedure),,,2020-12-01 -47,,General examination of patient (procedure),,,2019-11-01 -47,,General examination of patient (procedure),,,2019-02-01 -47,,General examination of patient (procedure),,,2017-06-01 -47,,General examination of patient (procedure),,None,2021-02-01 -47,,General examination of patient (procedure),,None,2020-12-01 -47,,General examination of patient (procedure),,None,2019-11-01 -47,,General examination of patient (procedure),,None,2019-02-01 -47,,General examination of patient (procedure),,None,2017-06-01 -47,,General examination of patient (procedure),None,,2021-02-01 -47,,General examination of patient (procedure),None,,2020-12-01 -47,,General examination of patient (procedure),None,,2019-11-01 -47,,General examination of patient (procedure),None,,2019-02-01 -47,,General examination of patient (procedure),None,,2017-06-01 -47,,General examination of patient (procedure),None,None,2021-02-01 -47,,General examination of patient (procedure),None,None,2020-12-01 -47,,General examination of patient (procedure),None,None,2019-11-01 -47,,General examination of patient (procedure),None,None,2019-02-01 -47,,General examination of patient (procedure),None,None,2017-06-01 -47,ambulatory,Well child visit (procedure),,,2019-04-01 -47,ambulatory,Well child visit (procedure),,None,2019-04-01 -47,ambulatory,Well child visit (procedure),None,,2019-04-01 -47,ambulatory,Well child visit (procedure),None,None,2019-04-01 -47,ambulatory,General examination of patient (procedure),,,2021-02-01 -47,ambulatory,General examination of patient (procedure),,,2020-12-01 -47,ambulatory,General examination of patient (procedure),,,2019-11-01 -47,ambulatory,General examination of patient (procedure),,,2019-02-01 -47,ambulatory,General examination of patient (procedure),,,2017-06-01 -47,ambulatory,General examination of patient (procedure),,None,2021-02-01 -47,ambulatory,General examination of patient (procedure),,None,2020-12-01 -47,ambulatory,General examination of patient (procedure),,None,2019-11-01 -47,ambulatory,General examination of patient (procedure),,None,2019-02-01 -47,ambulatory,General examination of patient (procedure),,None,2017-06-01 -47,ambulatory,General examination of patient (procedure),None,,2021-02-01 -47,ambulatory,General examination of patient (procedure),None,,2020-12-01 -47,ambulatory,General examination of patient (procedure),None,,2019-11-01 -47,ambulatory,General examination of patient (procedure),None,,2019-02-01 -47,ambulatory,General examination of patient (procedure),None,,2017-06-01 -47,ambulatory,General examination of patient (procedure),None,None,2021-02-01 -47,ambulatory,General examination of patient (procedure),None,None,2020-12-01 -47,ambulatory,General examination of patient (procedure),None,None,2019-11-01 -47,ambulatory,General examination of patient (procedure),None,None,2019-02-01 -47,ambulatory,General examination of patient (procedure),None,None,2017-06-01 -46,,General examination of patient (procedure),,,2022-10-01 -46,,General examination of patient (procedure),,,2022-05-01 -46,,General examination of patient (procedure),,,2018-02-01 -46,,General examination of patient (procedure),,None,2022-10-01 -46,,General examination of patient (procedure),,None,2022-05-01 -46,,General examination of patient (procedure),,None,2018-02-01 -46,,General examination of patient (procedure),None,,2022-10-01 -46,,General examination of patient (procedure),None,,2022-05-01 -46,,General examination of patient (procedure),None,,2018-02-01 -46,,General examination of patient (procedure),None,None,2022-10-01 -46,,General examination of patient (procedure),None,None,2022-05-01 -46,,General examination of patient (procedure),None,None,2018-02-01 -46,ambulatory,General examination of patient (procedure),,,2022-10-01 -46,ambulatory,General examination of patient (procedure),,,2022-05-01 -46,ambulatory,General examination of patient (procedure),,,2018-02-01 -46,ambulatory,General examination of patient (procedure),,None,2022-10-01 -46,ambulatory,General examination of patient (procedure),,None,2022-05-01 -46,ambulatory,General examination of patient (procedure),,None,2018-02-01 -46,ambulatory,General examination of patient (procedure),None,,2022-10-01 -46,ambulatory,General examination of patient (procedure),None,,2022-05-01 -46,ambulatory,General examination of patient (procedure),None,,2018-02-01 -46,ambulatory,General examination of patient (procedure),None,None,2022-10-01 -46,ambulatory,General examination of patient (procedure),None,None,2022-05-01 -46,ambulatory,General examination of patient (procedure),None,None,2018-02-01 -45,,General examination of patient (procedure),,,2022-12-01 -45,,General examination of patient (procedure),,,2020-05-01 -45,,General examination of patient (procedure),,,2017-12-01 -45,,General examination of patient (procedure),,,2016-12-01 -45,,General examination of patient (procedure),,None,2022-12-01 -45,,General examination of patient (procedure),,None,2020-05-01 -45,,General examination of patient (procedure),,None,2017-12-01 -45,,General examination of patient (procedure),,None,2016-12-01 -45,,General examination of patient (procedure),None,,2022-12-01 -45,,General examination of patient (procedure),None,,2020-05-01 -45,,General examination of patient (procedure),None,,2017-12-01 -45,,General examination of patient (procedure),None,,2016-12-01 -45,,General examination of patient (procedure),None,None,2022-12-01 -45,,General examination of patient (procedure),None,None,2020-05-01 -45,,General examination of patient (procedure),None,None,2017-12-01 -45,,General examination of patient (procedure),None,None,2016-12-01 -45,inpatient encounter,Encounter for problem,,, -45,inpatient encounter,Encounter for problem,,None, -45,inpatient encounter,Encounter for problem,None,, -45,inpatient encounter,Encounter for problem,None,None, -45,ambulatory,General examination of patient (procedure),,,2022-12-01 -45,ambulatory,General examination of patient (procedure),,,2020-05-01 -45,ambulatory,General examination of patient (procedure),,,2017-12-01 -45,ambulatory,General examination of patient (procedure),,,2016-12-01 -45,ambulatory,General examination of patient (procedure),,None,2022-12-01 -45,ambulatory,General examination of patient (procedure),,None,2020-05-01 -45,ambulatory,General examination of patient (procedure),,None,2017-12-01 -45,ambulatory,General examination of patient (procedure),,None,2016-12-01 -45,ambulatory,General examination of patient (procedure),None,,2022-12-01 -45,ambulatory,General examination of patient (procedure),None,,2020-05-01 -45,ambulatory,General examination of patient (procedure),None,,2017-12-01 -45,ambulatory,General examination of patient (procedure),None,,2016-12-01 -45,ambulatory,General examination of patient (procedure),None,None,2022-12-01 -45,ambulatory,General examination of patient (procedure),None,None,2020-05-01 -45,ambulatory,General examination of patient (procedure),None,None,2017-12-01 -45,ambulatory,General examination of patient (procedure),None,None,2016-12-01 -44,,General examination of patient (procedure),,,2023-02-01 -44,,General examination of patient (procedure),,,2022-07-01 -44,,General examination of patient (procedure),,,2021-04-01 -44,,General examination of patient (procedure),,,2020-10-01 -44,,General examination of patient (procedure),,,2019-10-01 -44,,General examination of patient (procedure),,,2019-05-01 -44,,General examination of patient (procedure),,,2018-11-01 -44,,General examination of patient (procedure),,,2018-07-01 -44,,General examination of patient (procedure),,,2018-06-01 -44,,General examination of patient (procedure),,,2017-09-01 -44,,General examination of patient (procedure),,,2017-08-01 -44,,General examination of patient (procedure),,,2017-07-01 -44,,General examination of patient (procedure),,,2016-09-01 -44,,General examination of patient (procedure),,None,2023-02-01 -44,,General examination of patient (procedure),,None,2022-07-01 -44,,General examination of patient (procedure),,None,2021-04-01 -44,,General examination of patient (procedure),,None,2020-10-01 -44,,General examination of patient (procedure),,None,2019-10-01 -44,,General examination of patient (procedure),,None,2019-05-01 -44,,General examination of patient (procedure),,None,2018-11-01 -44,,General examination of patient (procedure),,None,2018-07-01 -44,,General examination of patient (procedure),,None,2018-06-01 -44,,General examination of patient (procedure),,None,2017-09-01 -44,,General examination of patient (procedure),,None,2017-08-01 -44,,General examination of patient (procedure),,None,2017-07-01 -44,,General examination of patient (procedure),,None,2016-09-01 -44,,General examination of patient (procedure),None,,2023-02-01 -44,,General examination of patient (procedure),None,,2022-07-01 -44,,General examination of patient (procedure),None,,2021-04-01 -44,,General examination of patient (procedure),None,,2020-10-01 -44,,General examination of patient (procedure),None,,2019-10-01 -44,,General examination of patient (procedure),None,,2019-05-01 -44,,General examination of patient (procedure),None,,2018-11-01 -44,,General examination of patient (procedure),None,,2018-07-01 -44,,General examination of patient (procedure),None,,2018-06-01 -44,,General examination of patient (procedure),None,,2017-09-01 -44,,General examination of patient (procedure),None,,2017-08-01 -44,,General examination of patient (procedure),None,,2017-07-01 -44,,General examination of patient (procedure),None,,2016-09-01 -44,,General examination of patient (procedure),None,None,2023-02-01 -44,,General examination of patient (procedure),None,None,2022-07-01 -44,,General examination of patient (procedure),None,None,2021-04-01 -44,,General examination of patient (procedure),None,None,2020-10-01 -44,,General examination of patient (procedure),None,None,2019-10-01 -44,,General examination of patient (procedure),None,None,2019-05-01 -44,,General examination of patient (procedure),None,None,2018-11-01 -44,,General examination of patient (procedure),None,None,2018-07-01 -44,,General examination of patient (procedure),None,None,2018-06-01 -44,,General examination of patient (procedure),None,None,2017-09-01 -44,,General examination of patient (procedure),None,None,2017-08-01 -44,,General examination of patient (procedure),None,None,2017-07-01 -44,,General examination of patient (procedure),None,None,2016-09-01 -44,ambulatory,General examination of patient (procedure),,,2023-02-01 -44,ambulatory,General examination of patient (procedure),,,2022-07-01 -44,ambulatory,General examination of patient (procedure),,,2021-04-01 -44,ambulatory,General examination of patient (procedure),,,2020-10-01 -44,ambulatory,General examination of patient (procedure),,,2019-10-01 -44,ambulatory,General examination of patient (procedure),,,2019-05-01 -44,ambulatory,General examination of patient (procedure),,,2018-11-01 -44,ambulatory,General examination of patient (procedure),,,2018-07-01 -44,ambulatory,General examination of patient (procedure),,,2018-06-01 -44,ambulatory,General examination of patient (procedure),,,2017-09-01 -44,ambulatory,General examination of patient (procedure),,,2017-08-01 -44,ambulatory,General examination of patient (procedure),,,2017-07-01 -44,ambulatory,General examination of patient (procedure),,,2016-09-01 -44,ambulatory,General examination of patient (procedure),,None,2023-02-01 -44,ambulatory,General examination of patient (procedure),,None,2022-07-01 -44,ambulatory,General examination of patient (procedure),,None,2021-04-01 -44,ambulatory,General examination of patient (procedure),,None,2020-10-01 -44,ambulatory,General examination of patient (procedure),,None,2019-10-01 -44,ambulatory,General examination of patient (procedure),,None,2019-05-01 -44,ambulatory,General examination of patient (procedure),,None,2018-11-01 -44,ambulatory,General examination of patient (procedure),,None,2018-07-01 -44,ambulatory,General examination of patient (procedure),,None,2018-06-01 -44,ambulatory,General examination of patient (procedure),,None,2017-09-01 -44,ambulatory,General examination of patient (procedure),,None,2017-08-01 -44,ambulatory,General examination of patient (procedure),,None,2017-07-01 -44,ambulatory,General examination of patient (procedure),,None,2016-09-01 -44,ambulatory,General examination of patient (procedure),None,,2023-02-01 -44,ambulatory,General examination of patient (procedure),None,,2022-07-01 -44,ambulatory,General examination of patient (procedure),None,,2021-04-01 -44,ambulatory,General examination of patient (procedure),None,,2020-10-01 -44,ambulatory,General examination of patient (procedure),None,,2019-10-01 -44,ambulatory,General examination of patient (procedure),None,,2019-05-01 -44,ambulatory,General examination of patient (procedure),None,,2018-11-01 -44,ambulatory,General examination of patient (procedure),None,,2018-07-01 -44,ambulatory,General examination of patient (procedure),None,,2018-06-01 -44,ambulatory,General examination of patient (procedure),None,,2017-09-01 -44,ambulatory,General examination of patient (procedure),None,,2017-08-01 -44,ambulatory,General examination of patient (procedure),None,,2017-07-01 -44,ambulatory,General examination of patient (procedure),None,,2016-09-01 -44,ambulatory,General examination of patient (procedure),None,None,2023-02-01 -44,ambulatory,General examination of patient (procedure),None,None,2022-07-01 -44,ambulatory,General examination of patient (procedure),None,None,2021-04-01 -44,ambulatory,General examination of patient (procedure),None,None,2020-10-01 -44,ambulatory,General examination of patient (procedure),None,None,2019-10-01 -44,ambulatory,General examination of patient (procedure),None,None,2019-05-01 -44,ambulatory,General examination of patient (procedure),None,None,2018-11-01 -44,ambulatory,General examination of patient (procedure),None,None,2018-07-01 -44,ambulatory,General examination of patient (procedure),None,None,2018-06-01 -44,ambulatory,General examination of patient (procedure),None,None,2017-09-01 -44,ambulatory,General examination of patient (procedure),None,None,2017-08-01 -44,ambulatory,General examination of patient (procedure),None,None,2017-07-01 -44,ambulatory,General examination of patient (procedure),None,None,2016-09-01 -43,,General examination of patient (procedure),,,2016-08-01 -43,,General examination of patient (procedure),,None,2016-08-01 -43,,General examination of patient (procedure),None,,2016-08-01 -43,,General examination of patient (procedure),None,None,2016-08-01 -43,ambulatory,General examination of patient (procedure),,,2016-08-01 -43,ambulatory,General examination of patient (procedure),,None,2016-08-01 -43,ambulatory,General examination of patient (procedure),None,,2016-08-01 -43,ambulatory,General examination of patient (procedure),None,None,2016-08-01 -42,,Well child visit (procedure),,,2022-07-01 -42,,Well child visit (procedure),,,2022-04-01 -42,,Well child visit (procedure),,,2019-06-01 -42,,Well child visit (procedure),,None,2022-07-01 -42,,Well child visit (procedure),,None,2022-04-01 -42,,Well child visit (procedure),,None,2019-06-01 -42,,Well child visit (procedure),None,,2022-07-01 -42,,Well child visit (procedure),None,,2022-04-01 -42,,Well child visit (procedure),None,,2019-06-01 -42,,Well child visit (procedure),None,None,2022-07-01 -42,,Well child visit (procedure),None,None,2022-04-01 -42,,Well child visit (procedure),None,None,2019-06-01 -42,,General examination of patient (procedure),,,2022-09-01 -42,,General examination of patient (procedure),,,2019-04-01 -42,,General examination of patient (procedure),,,2017-02-01 -42,,General examination of patient (procedure),,,2016-07-01 -42,,General examination of patient (procedure),,None,2022-09-01 -42,,General examination of patient (procedure),,None,2019-04-01 -42,,General examination of patient (procedure),,None,2017-02-01 -42,,General examination of patient (procedure),,None,2016-07-01 -42,,General examination of patient (procedure),None,,2022-09-01 -42,,General examination of patient (procedure),None,,2019-04-01 -42,,General examination of patient (procedure),None,,2017-02-01 -42,,General examination of patient (procedure),None,,2016-07-01 -42,,General examination of patient (procedure),None,None,2022-09-01 -42,,General examination of patient (procedure),None,None,2019-04-01 -42,,General examination of patient (procedure),None,None,2017-02-01 -42,,General examination of patient (procedure),None,None,2016-07-01 -42,,Encounter for check up (procedure),,,2020-03-01 -42,,Encounter for check up (procedure),,None,2020-03-01 -42,,Encounter for check up (procedure),None,,2020-03-01 -42,,Encounter for check up (procedure),None,None,2020-03-01 -42,ambulatory,Well child visit (procedure),,,2022-07-01 -42,ambulatory,Well child visit (procedure),,,2022-04-01 -42,ambulatory,Well child visit (procedure),,,2019-06-01 -42,ambulatory,Well child visit (procedure),,None,2022-07-01 -42,ambulatory,Well child visit (procedure),,None,2022-04-01 -42,ambulatory,Well child visit (procedure),,None,2019-06-01 -42,ambulatory,Well child visit (procedure),None,,2022-07-01 -42,ambulatory,Well child visit (procedure),None,,2022-04-01 -42,ambulatory,Well child visit (procedure),None,,2019-06-01 -42,ambulatory,Well child visit (procedure),None,None,2022-07-01 -42,ambulatory,Well child visit (procedure),None,None,2022-04-01 -42,ambulatory,Well child visit (procedure),None,None,2019-06-01 -42,ambulatory,General examination of patient (procedure),,,2022-09-01 -42,ambulatory,General examination of patient (procedure),,,2019-04-01 -42,ambulatory,General examination of patient (procedure),,,2017-02-01 -42,ambulatory,General examination of patient (procedure),,,2016-07-01 -42,ambulatory,General examination of patient (procedure),,None,2022-09-01 -42,ambulatory,General examination of patient (procedure),,None,2019-04-01 -42,ambulatory,General examination of patient (procedure),,None,2017-02-01 -42,ambulatory,General examination of patient (procedure),,None,2016-07-01 -42,ambulatory,General examination of patient (procedure),None,,2022-09-01 -42,ambulatory,General examination of patient (procedure),None,,2019-04-01 -42,ambulatory,General examination of patient (procedure),None,,2017-02-01 -42,ambulatory,General examination of patient (procedure),None,,2016-07-01 -42,ambulatory,General examination of patient (procedure),None,None,2022-09-01 -42,ambulatory,General examination of patient (procedure),None,None,2019-04-01 -42,ambulatory,General examination of patient (procedure),None,None,2017-02-01 -42,ambulatory,General examination of patient (procedure),None,None,2016-07-01 -42,ambulatory,Encounter for check up (procedure),,,2020-03-01 -42,ambulatory,Encounter for check up (procedure),,None,2020-03-01 -42,ambulatory,Encounter for check up (procedure),None,,2020-03-01 -42,ambulatory,Encounter for check up (procedure),None,None,2020-03-01 -41,,Well child visit (procedure),,,2020-04-01 -41,,Well child visit (procedure),,,2019-01-01 -41,,Well child visit (procedure),,,2017-06-01 -41,,Well child visit (procedure),,None,2020-04-01 -41,,Well child visit (procedure),,None,2019-01-01 -41,,Well child visit (procedure),,None,2017-06-01 -41,,Well child visit (procedure),None,,2020-04-01 -41,,Well child visit (procedure),None,,2019-01-01 -41,,Well child visit (procedure),None,,2017-06-01 -41,,Well child visit (procedure),None,None,2020-04-01 -41,,Well child visit (procedure),None,None,2019-01-01 -41,,Well child visit (procedure),None,None,2017-06-01 -41,,General examination of patient (procedure),,,2023-01-01 -41,,General examination of patient (procedure),,,2020-09-01 -41,,General examination of patient (procedure),,,2019-07-01 -41,,General examination of patient (procedure),,,2016-11-01 -41,,General examination of patient (procedure),,None,2023-01-01 -41,,General examination of patient (procedure),,None,2020-09-01 -41,,General examination of patient (procedure),,None,2019-07-01 -41,,General examination of patient (procedure),,None,2016-11-01 -41,,General examination of patient (procedure),None,,2023-01-01 -41,,General examination of patient (procedure),None,,2020-09-01 -41,,General examination of patient (procedure),None,,2019-07-01 -41,,General examination of patient (procedure),None,,2016-11-01 -41,,General examination of patient (procedure),None,None,2023-01-01 -41,,General examination of patient (procedure),None,None,2020-09-01 -41,,General examination of patient (procedure),None,None,2019-07-01 -41,,General examination of patient (procedure),None,None,2016-11-01 -41,ambulatory,Well child visit (procedure),,,2020-04-01 -41,ambulatory,Well child visit (procedure),,,2019-01-01 -41,ambulatory,Well child visit (procedure),,,2017-06-01 -41,ambulatory,Well child visit (procedure),,None,2020-04-01 -41,ambulatory,Well child visit (procedure),,None,2019-01-01 -41,ambulatory,Well child visit (procedure),,None,2017-06-01 -41,ambulatory,Well child visit (procedure),None,,2020-04-01 -41,ambulatory,Well child visit (procedure),None,,2019-01-01 -41,ambulatory,Well child visit (procedure),None,,2017-06-01 -41,ambulatory,Well child visit (procedure),None,None,2020-04-01 -41,ambulatory,Well child visit (procedure),None,None,2019-01-01 -41,ambulatory,Well child visit (procedure),None,None,2017-06-01 -41,ambulatory,General examination of patient (procedure),,,2023-01-01 -41,ambulatory,General examination of patient (procedure),,,2020-09-01 -41,ambulatory,General examination of patient (procedure),,,2019-07-01 -41,ambulatory,General examination of patient (procedure),,,2016-11-01 -41,ambulatory,General examination of patient (procedure),,None,2023-01-01 -41,ambulatory,General examination of patient (procedure),,None,2020-09-01 -41,ambulatory,General examination of patient (procedure),,None,2019-07-01 -41,ambulatory,General examination of patient (procedure),,None,2016-11-01 -41,ambulatory,General examination of patient (procedure),None,,2023-01-01 -41,ambulatory,General examination of patient (procedure),None,,2020-09-01 -41,ambulatory,General examination of patient (procedure),None,,2019-07-01 -41,ambulatory,General examination of patient (procedure),None,,2016-11-01 -41,ambulatory,General examination of patient (procedure),None,None,2023-01-01 -41,ambulatory,General examination of patient (procedure),None,None,2020-09-01 -41,ambulatory,General examination of patient (procedure),None,None,2019-07-01 -41,ambulatory,General examination of patient (procedure),None,None,2016-11-01 -40,,Well child visit (procedure),,,2020-07-01 -40,,Well child visit (procedure),,,2016-06-01 -40,,Well child visit (procedure),,None,2020-07-01 -40,,Well child visit (procedure),,None,2016-06-01 -40,,Well child visit (procedure),None,,2020-07-01 -40,,Well child visit (procedure),None,,2016-06-01 -40,,Well child visit (procedure),None,None,2020-07-01 -40,,Well child visit (procedure),None,None,2016-06-01 -40,,General examination of patient (procedure),,,2021-11-01 -40,,General examination of patient (procedure),,,2020-11-01 -40,,General examination of patient (procedure),,,2018-10-01 -40,,General examination of patient (procedure),,,2018-09-01 -40,,General examination of patient (procedure),,None,2021-11-01 -40,,General examination of patient (procedure),,None,2020-11-01 -40,,General examination of patient (procedure),,None,2018-10-01 -40,,General examination of patient (procedure),,None,2018-09-01 -40,,General examination of patient (procedure),None,,2021-11-01 -40,,General examination of patient (procedure),None,,2020-11-01 -40,,General examination of patient (procedure),None,,2018-10-01 -40,,General examination of patient (procedure),None,,2018-09-01 -40,,General examination of patient (procedure),None,None,2021-11-01 -40,,General examination of patient (procedure),None,None,2020-11-01 -40,,General examination of patient (procedure),None,None,2018-10-01 -40,,General examination of patient (procedure),None,None,2018-09-01 -40,,Encounter for check up (procedure),,,2022-03-01 -40,,Encounter for check up (procedure),,,2017-10-01 -40,,Encounter for check up (procedure),,None,2022-03-01 -40,,Encounter for check up (procedure),,None,2017-10-01 -40,,Encounter for check up (procedure),None,,2022-03-01 -40,,Encounter for check up (procedure),None,,2017-10-01 -40,,Encounter for check up (procedure),None,None,2022-03-01 -40,,Encounter for check up (procedure),None,None,2017-10-01 -40,ambulatory,Well child visit (procedure),,,2020-07-01 -40,ambulatory,Well child visit (procedure),,,2016-06-01 -40,ambulatory,Well child visit (procedure),,None,2020-07-01 -40,ambulatory,Well child visit (procedure),,None,2016-06-01 -40,ambulatory,Well child visit (procedure),None,,2020-07-01 -40,ambulatory,Well child visit (procedure),None,,2016-06-01 -40,ambulatory,Well child visit (procedure),None,None,2020-07-01 -40,ambulatory,Well child visit (procedure),None,None,2016-06-01 -40,ambulatory,General examination of patient (procedure),,,2021-11-01 -40,ambulatory,General examination of patient (procedure),,,2020-11-01 -40,ambulatory,General examination of patient (procedure),,,2018-10-01 -40,ambulatory,General examination of patient (procedure),,,2018-09-01 -40,ambulatory,General examination of patient (procedure),,None,2021-11-01 -40,ambulatory,General examination of patient (procedure),,None,2020-11-01 -40,ambulatory,General examination of patient (procedure),,None,2018-10-01 -40,ambulatory,General examination of patient (procedure),,None,2018-09-01 -40,ambulatory,General examination of patient (procedure),None,,2021-11-01 -40,ambulatory,General examination of patient (procedure),None,,2020-11-01 -40,ambulatory,General examination of patient (procedure),None,,2018-10-01 -40,ambulatory,General examination of patient (procedure),None,,2018-09-01 -40,ambulatory,General examination of patient (procedure),None,None,2021-11-01 -40,ambulatory,General examination of patient (procedure),None,None,2020-11-01 -40,ambulatory,General examination of patient (procedure),None,None,2018-10-01 -40,ambulatory,General examination of patient (procedure),None,None,2018-09-01 -40,ambulatory,Encounter for check up (procedure),,,2022-03-01 -40,ambulatory,Encounter for check up (procedure),,,2017-10-01 -40,ambulatory,Encounter for check up (procedure),,None,2022-03-01 -40,ambulatory,Encounter for check up (procedure),,None,2017-10-01 -40,ambulatory,Encounter for check up (procedure),None,,2022-03-01 -40,ambulatory,Encounter for check up (procedure),None,,2017-10-01 -40,ambulatory,Encounter for check up (procedure),None,None,2022-03-01 -40,ambulatory,Encounter for check up (procedure),None,None,2017-10-01 -39,,Well child visit (procedure),,,2021-07-01 -39,,Well child visit (procedure),,,2020-06-01 -39,,Well child visit (procedure),,,2020-03-01 -39,,Well child visit (procedure),,,2019-12-01 -39,,Well child visit (procedure),,,2018-04-01 -39,,Well child visit (procedure),,,2016-07-01 -39,,Well child visit (procedure),,None,2021-07-01 -39,,Well child visit (procedure),,None,2020-06-01 -39,,Well child visit (procedure),,None,2020-03-01 -39,,Well child visit (procedure),,None,2019-12-01 -39,,Well child visit (procedure),,None,2018-04-01 -39,,Well child visit (procedure),,None,2016-07-01 -39,,Well child visit (procedure),None,,2021-07-01 -39,,Well child visit (procedure),None,,2020-06-01 -39,,Well child visit (procedure),None,,2020-03-01 -39,,Well child visit (procedure),None,,2019-12-01 -39,,Well child visit (procedure),None,,2018-04-01 -39,,Well child visit (procedure),None,,2016-07-01 -39,,Well child visit (procedure),None,None,2021-07-01 -39,,Well child visit (procedure),None,None,2020-06-01 -39,,Well child visit (procedure),None,None,2020-03-01 -39,,Well child visit (procedure),None,None,2019-12-01 -39,,Well child visit (procedure),None,None,2018-04-01 -39,,Well child visit (procedure),None,None,2016-07-01 -39,,General examination of patient (procedure),,,2021-08-01 -39,,General examination of patient (procedure),,,2020-07-01 -39,,General examination of patient (procedure),,,2017-11-01 -39,,General examination of patient (procedure),,None,2021-08-01 -39,,General examination of patient (procedure),,None,2020-07-01 -39,,General examination of patient (procedure),,None,2017-11-01 -39,,General examination of patient (procedure),None,,2021-08-01 -39,,General examination of patient (procedure),None,,2020-07-01 -39,,General examination of patient (procedure),None,,2017-11-01 -39,,General examination of patient (procedure),None,None,2021-08-01 -39,,General examination of patient (procedure),None,None,2020-07-01 -39,,General examination of patient (procedure),None,None,2017-11-01 -39,ambulatory,Well child visit (procedure),,,2021-07-01 -39,ambulatory,Well child visit (procedure),,,2020-06-01 -39,ambulatory,Well child visit (procedure),,,2020-03-01 -39,ambulatory,Well child visit (procedure),,,2019-12-01 -39,ambulatory,Well child visit (procedure),,,2018-04-01 -39,ambulatory,Well child visit (procedure),,,2016-07-01 -39,ambulatory,Well child visit (procedure),,None,2021-07-01 -39,ambulatory,Well child visit (procedure),,None,2020-06-01 -39,ambulatory,Well child visit (procedure),,None,2020-03-01 -39,ambulatory,Well child visit (procedure),,None,2019-12-01 -39,ambulatory,Well child visit (procedure),,None,2018-04-01 -39,ambulatory,Well child visit (procedure),,None,2016-07-01 -39,ambulatory,Well child visit (procedure),None,,2021-07-01 -39,ambulatory,Well child visit (procedure),None,,2020-06-01 -39,ambulatory,Well child visit (procedure),None,,2020-03-01 -39,ambulatory,Well child visit (procedure),None,,2019-12-01 -39,ambulatory,Well child visit (procedure),None,,2018-04-01 -39,ambulatory,Well child visit (procedure),None,,2016-07-01 -39,ambulatory,Well child visit (procedure),None,None,2021-07-01 -39,ambulatory,Well child visit (procedure),None,None,2020-06-01 -39,ambulatory,Well child visit (procedure),None,None,2020-03-01 -39,ambulatory,Well child visit (procedure),None,None,2019-12-01 -39,ambulatory,Well child visit (procedure),None,None,2018-04-01 -39,ambulatory,Well child visit (procedure),None,None,2016-07-01 -39,ambulatory,General examination of patient (procedure),,,2021-08-01 -39,ambulatory,General examination of patient (procedure),,,2020-07-01 -39,ambulatory,General examination of patient (procedure),,,2017-11-01 -39,ambulatory,General examination of patient (procedure),,None,2021-08-01 -39,ambulatory,General examination of patient (procedure),,None,2020-07-01 -39,ambulatory,General examination of patient (procedure),,None,2017-11-01 -39,ambulatory,General examination of patient (procedure),None,,2021-08-01 -39,ambulatory,General examination of patient (procedure),None,,2020-07-01 -39,ambulatory,General examination of patient (procedure),None,,2017-11-01 -39,ambulatory,General examination of patient (procedure),None,None,2021-08-01 -39,ambulatory,General examination of patient (procedure),None,None,2020-07-01 -39,ambulatory,General examination of patient (procedure),None,None,2017-11-01 -38,,Well child visit (procedure),,,2021-08-01 -38,,Well child visit (procedure),,,2021-06-01 -38,,Well child visit (procedure),,,2021-04-01 -38,,Well child visit (procedure),,,2021-03-01 -38,,Well child visit (procedure),,None,2021-08-01 -38,,Well child visit (procedure),,None,2021-06-01 -38,,Well child visit (procedure),,None,2021-04-01 -38,,Well child visit (procedure),,None,2021-03-01 -38,,Well child visit (procedure),None,,2021-08-01 -38,,Well child visit (procedure),None,,2021-06-01 -38,,Well child visit (procedure),None,,2021-04-01 -38,,Well child visit (procedure),None,,2021-03-01 -38,,Well child visit (procedure),None,None,2021-08-01 -38,,Well child visit (procedure),None,None,2021-06-01 -38,,Well child visit (procedure),None,None,2021-04-01 -38,,Well child visit (procedure),None,None,2021-03-01 -38,,Urgent care clinic (environment),,,2021-08-01 -38,,Urgent care clinic (environment),,None,2021-08-01 -38,,Urgent care clinic (environment),None,,2021-08-01 -38,,Urgent care clinic (environment),None,None,2021-08-01 -38,,General examination of patient (procedure),,,2020-04-01 -38,,General examination of patient (procedure),,,2017-10-01 -38,,General examination of patient (procedure),,None,2020-04-01 -38,,General examination of patient (procedure),,None,2017-10-01 -38,,General examination of patient (procedure),None,,2020-04-01 -38,,General examination of patient (procedure),None,,2017-10-01 -38,,General examination of patient (procedure),None,None,2020-04-01 -38,,General examination of patient (procedure),None,None,2017-10-01 -38,,Encounter for symptom,,,2022-12-01 -38,,Encounter for symptom,,None,2022-12-01 -38,,Encounter for symptom,None,,2022-12-01 -38,,Encounter for symptom,None,None,2022-12-01 -38,ambulatory,Well child visit (procedure),,,2021-08-01 -38,ambulatory,Well child visit (procedure),,,2021-06-01 -38,ambulatory,Well child visit (procedure),,,2021-04-01 -38,ambulatory,Well child visit (procedure),,,2021-03-01 -38,ambulatory,Well child visit (procedure),,None,2021-08-01 -38,ambulatory,Well child visit (procedure),,None,2021-06-01 -38,ambulatory,Well child visit (procedure),,None,2021-04-01 -38,ambulatory,Well child visit (procedure),,None,2021-03-01 -38,ambulatory,Well child visit (procedure),None,,2021-08-01 -38,ambulatory,Well child visit (procedure),None,,2021-06-01 -38,ambulatory,Well child visit (procedure),None,,2021-04-01 -38,ambulatory,Well child visit (procedure),None,,2021-03-01 -38,ambulatory,Well child visit (procedure),None,None,2021-08-01 -38,ambulatory,Well child visit (procedure),None,None,2021-06-01 -38,ambulatory,Well child visit (procedure),None,None,2021-04-01 -38,ambulatory,Well child visit (procedure),None,None,2021-03-01 -38,ambulatory,Urgent care clinic (environment),,,2021-08-01 -38,ambulatory,Urgent care clinic (environment),,None,2021-08-01 -38,ambulatory,Urgent care clinic (environment),None,,2021-08-01 -38,ambulatory,Urgent care clinic (environment),None,None,2021-08-01 -38,ambulatory,General examination of patient (procedure),,,2020-04-01 -38,ambulatory,General examination of patient (procedure),,,2017-10-01 -38,ambulatory,General examination of patient (procedure),,None,2020-04-01 -38,ambulatory,General examination of patient (procedure),,None,2017-10-01 -38,ambulatory,General examination of patient (procedure),None,,2020-04-01 -38,ambulatory,General examination of patient (procedure),None,,2017-10-01 -38,ambulatory,General examination of patient (procedure),None,None,2020-04-01 -38,ambulatory,General examination of patient (procedure),None,None,2017-10-01 -38,ambulatory,Encounter for symptom,,,2022-12-01 -38,ambulatory,Encounter for symptom,,None,2022-12-01 -38,ambulatory,Encounter for symptom,None,,2022-12-01 -38,ambulatory,Encounter for symptom,None,None,2022-12-01 -37,,Well child visit (procedure),,,2018-06-01 -37,,Well child visit (procedure),,None,2018-06-01 -37,,Well child visit (procedure),None,,2018-06-01 -37,,Well child visit (procedure),None,None,2018-06-01 -37,,Urgent care clinic (environment),,,2021-05-01 -37,,Urgent care clinic (environment),,None,2021-05-01 -37,,Urgent care clinic (environment),None,,2021-05-01 -37,,Urgent care clinic (environment),None,None,2021-05-01 -37,,General examination of patient (procedure),,,2022-11-01 -37,,General examination of patient (procedure),,None,2022-11-01 -37,,General examination of patient (procedure),None,,2022-11-01 -37,,General examination of patient (procedure),None,None,2022-11-01 -37,,Encounter for check up (procedure),,,2021-08-01 -37,,Encounter for check up (procedure),,,2020-12-01 -37,,Encounter for check up (procedure),,,2019-08-01 -37,,Encounter for check up (procedure),,None,2021-08-01 -37,,Encounter for check up (procedure),,None,2020-12-01 -37,,Encounter for check up (procedure),,None,2019-08-01 -37,,Encounter for check up (procedure),None,,2021-08-01 -37,,Encounter for check up (procedure),None,,2020-12-01 -37,,Encounter for check up (procedure),None,,2019-08-01 -37,,Encounter for check up (procedure),None,None,2021-08-01 -37,,Encounter for check up (procedure),None,None,2020-12-01 -37,,Encounter for check up (procedure),None,None,2019-08-01 -37,,Emergency hospital admission for asthma,,, -37,,Emergency hospital admission for asthma,,None, -37,,Emergency hospital admission for asthma,None,, -37,,Emergency hospital admission for asthma,None,None, -37,,Death Certification,,, -37,,Death Certification,,None, -37,,Death Certification,None,, -37,,Death Certification,None,None, -37,emergency,Emergency hospital admission for asthma,,, -37,emergency,Emergency hospital admission for asthma,,None, -37,emergency,Emergency hospital admission for asthma,None,, -37,emergency,Emergency hospital admission for asthma,None,None, -37,ambulatory,Well child visit (procedure),,,2018-06-01 -37,ambulatory,Well child visit (procedure),,None,2018-06-01 -37,ambulatory,Well child visit (procedure),None,,2018-06-01 -37,ambulatory,Well child visit (procedure),None,None,2018-06-01 -37,ambulatory,Urgent care clinic (environment),,,2021-05-01 -37,ambulatory,Urgent care clinic (environment),,None,2021-05-01 -37,ambulatory,Urgent care clinic (environment),None,,2021-05-01 -37,ambulatory,Urgent care clinic (environment),None,None,2021-05-01 -37,ambulatory,General examination of patient (procedure),,,2022-11-01 -37,ambulatory,General examination of patient (procedure),,None,2022-11-01 -37,ambulatory,General examination of patient (procedure),None,,2022-11-01 -37,ambulatory,General examination of patient (procedure),None,None,2022-11-01 -37,ambulatory,Encounter for check up (procedure),,,2021-08-01 -37,ambulatory,Encounter for check up (procedure),,,2020-12-01 -37,ambulatory,Encounter for check up (procedure),,,2019-08-01 -37,ambulatory,Encounter for check up (procedure),,None,2021-08-01 -37,ambulatory,Encounter for check up (procedure),,None,2020-12-01 -37,ambulatory,Encounter for check up (procedure),,None,2019-08-01 -37,ambulatory,Encounter for check up (procedure),None,,2021-08-01 -37,ambulatory,Encounter for check up (procedure),None,,2020-12-01 -37,ambulatory,Encounter for check up (procedure),None,,2019-08-01 -37,ambulatory,Encounter for check up (procedure),None,None,2021-08-01 -37,ambulatory,Encounter for check up (procedure),None,None,2020-12-01 -37,ambulatory,Encounter for check up (procedure),None,None,2019-08-01 -37,ambulatory,Death Certification,,, -37,ambulatory,Death Certification,,None, -37,ambulatory,Death Certification,None,, -37,ambulatory,Death Certification,None,None, -36,,Well child visit (procedure),,,2022-06-01 -36,,Well child visit (procedure),,,2017-08-01 -36,,Well child visit (procedure),,,2017-03-01 -36,,Well child visit (procedure),,None,2022-06-01 -36,,Well child visit (procedure),,None,2017-08-01 -36,,Well child visit (procedure),,None,2017-03-01 -36,,Well child visit (procedure),None,,2022-06-01 -36,,Well child visit (procedure),None,,2017-08-01 -36,,Well child visit (procedure),None,,2017-03-01 -36,,Well child visit (procedure),None,None,2022-06-01 -36,,Well child visit (procedure),None,None,2017-08-01 -36,,Well child visit (procedure),None,None,2017-03-01 -36,,Urgent care clinic (environment),,,2019-03-01 -36,,Urgent care clinic (environment),,None,2019-03-01 -36,,Urgent care clinic (environment),None,,2019-03-01 -36,,Urgent care clinic (environment),None,None,2019-03-01 -36,,General examination of patient (procedure),,,2018-12-01 -36,,General examination of patient (procedure),,None,2018-12-01 -36,,General examination of patient (procedure),None,,2018-12-01 -36,,General examination of patient (procedure),None,None,2018-12-01 -36,,Encounter for symptom,,,2023-01-01 -36,,Encounter for symptom,,None,2023-01-01 -36,,Encounter for symptom,None,,2023-01-01 -36,,Encounter for symptom,None,None,2023-01-01 -36,,Encounter for check up (procedure),,,2021-05-01 -36,,Encounter for check up (procedure),,,2021-02-01 -36,,Encounter for check up (procedure),,,2018-06-01 -36,,Encounter for check up (procedure),,,2016-09-01 -36,,Encounter for check up (procedure),,None,2021-05-01 -36,,Encounter for check up (procedure),,None,2021-02-01 -36,,Encounter for check up (procedure),,None,2018-06-01 -36,,Encounter for check up (procedure),,None,2016-09-01 -36,,Encounter for check up (procedure),None,,2021-05-01 -36,,Encounter for check up (procedure),None,,2021-02-01 -36,,Encounter for check up (procedure),None,,2018-06-01 -36,,Encounter for check up (procedure),None,,2016-09-01 -36,,Encounter for check up (procedure),None,None,2021-05-01 -36,,Encounter for check up (procedure),None,None,2021-02-01 -36,,Encounter for check up (procedure),None,None,2018-06-01 -36,,Encounter for check up (procedure),None,None,2016-09-01 -36,ambulatory,Well child visit (procedure),,,2022-06-01 -36,ambulatory,Well child visit (procedure),,,2017-08-01 -36,ambulatory,Well child visit (procedure),,,2017-03-01 -36,ambulatory,Well child visit (procedure),,None,2022-06-01 -36,ambulatory,Well child visit (procedure),,None,2017-08-01 -36,ambulatory,Well child visit (procedure),,None,2017-03-01 -36,ambulatory,Well child visit (procedure),None,,2022-06-01 -36,ambulatory,Well child visit (procedure),None,,2017-08-01 -36,ambulatory,Well child visit (procedure),None,,2017-03-01 -36,ambulatory,Well child visit (procedure),None,None,2022-06-01 -36,ambulatory,Well child visit (procedure),None,None,2017-08-01 -36,ambulatory,Well child visit (procedure),None,None,2017-03-01 -36,ambulatory,Urgent care clinic (environment),,,2019-03-01 -36,ambulatory,Urgent care clinic (environment),,None,2019-03-01 -36,ambulatory,Urgent care clinic (environment),None,,2019-03-01 -36,ambulatory,Urgent care clinic (environment),None,None,2019-03-01 -36,ambulatory,General examination of patient (procedure),,,2018-12-01 -36,ambulatory,General examination of patient (procedure),,None,2018-12-01 -36,ambulatory,General examination of patient (procedure),None,,2018-12-01 -36,ambulatory,General examination of patient (procedure),None,None,2018-12-01 -36,ambulatory,Encounter for symptom,,,2023-01-01 -36,ambulatory,Encounter for symptom,,None,2023-01-01 -36,ambulatory,Encounter for symptom,None,,2023-01-01 -36,ambulatory,Encounter for symptom,None,None,2023-01-01 -36,ambulatory,Encounter for check up (procedure),,,2021-05-01 -36,ambulatory,Encounter for check up (procedure),,,2021-02-01 -36,ambulatory,Encounter for check up (procedure),,,2018-06-01 -36,ambulatory,Encounter for check up (procedure),,,2016-09-01 -36,ambulatory,Encounter for check up (procedure),,None,2021-05-01 -36,ambulatory,Encounter for check up (procedure),,None,2021-02-01 -36,ambulatory,Encounter for check up (procedure),,None,2018-06-01 -36,ambulatory,Encounter for check up (procedure),,None,2016-09-01 -36,ambulatory,Encounter for check up (procedure),None,,2021-05-01 -36,ambulatory,Encounter for check up (procedure),None,,2021-02-01 -36,ambulatory,Encounter for check up (procedure),None,,2018-06-01 -36,ambulatory,Encounter for check up (procedure),None,,2016-09-01 -36,ambulatory,Encounter for check up (procedure),None,None,2021-05-01 -36,ambulatory,Encounter for check up (procedure),None,None,2021-02-01 -36,ambulatory,Encounter for check up (procedure),None,None,2018-06-01 -36,ambulatory,Encounter for check up (procedure),None,None,2016-09-01 -35,,Well child visit (procedure),,,2022-02-01 -35,,Well child visit (procedure),,,2018-08-01 -35,,Well child visit (procedure),,,2017-01-01 -35,,Well child visit (procedure),,None,2022-02-01 -35,,Well child visit (procedure),,None,2018-08-01 -35,,Well child visit (procedure),,None,2017-01-01 -35,,Well child visit (procedure),None,,2022-02-01 -35,,Well child visit (procedure),None,,2018-08-01 -35,,Well child visit (procedure),None,,2017-01-01 -35,,Well child visit (procedure),None,None,2022-02-01 -35,,Well child visit (procedure),None,None,2018-08-01 -35,,Well child visit (procedure),None,None,2017-01-01 -35,,General examination of patient (procedure),,,2019-12-01 -35,,General examination of patient (procedure),,,2017-04-01 -35,,General examination of patient (procedure),,None,2019-12-01 -35,,General examination of patient (procedure),,None,2017-04-01 -35,,General examination of patient (procedure),None,,2019-12-01 -35,,General examination of patient (procedure),None,,2017-04-01 -35,,General examination of patient (procedure),None,None,2019-12-01 -35,,General examination of patient (procedure),None,None,2017-04-01 -35,,Encounter for symptom,,,2020-07-01 -35,,Encounter for symptom,,None,2020-07-01 -35,,Encounter for symptom,None,,2020-07-01 -35,,Encounter for symptom,None,None,2020-07-01 -35,,Encounter for check up (procedure),,,2021-04-01 -35,,Encounter for check up (procedure),,None,2021-04-01 -35,,Encounter for check up (procedure),None,,2021-04-01 -35,,Encounter for check up (procedure),None,None,2021-04-01 -35,ambulatory,Well child visit (procedure),,,2022-02-01 -35,ambulatory,Well child visit (procedure),,,2018-08-01 -35,ambulatory,Well child visit (procedure),,,2017-01-01 -35,ambulatory,Well child visit (procedure),,None,2022-02-01 -35,ambulatory,Well child visit (procedure),,None,2018-08-01 -35,ambulatory,Well child visit (procedure),,None,2017-01-01 -35,ambulatory,Well child visit (procedure),None,,2022-02-01 -35,ambulatory,Well child visit (procedure),None,,2018-08-01 -35,ambulatory,Well child visit (procedure),None,,2017-01-01 -35,ambulatory,Well child visit (procedure),None,None,2022-02-01 -35,ambulatory,Well child visit (procedure),None,None,2018-08-01 -35,ambulatory,Well child visit (procedure),None,None,2017-01-01 -35,ambulatory,General examination of patient (procedure),,,2019-12-01 -35,ambulatory,General examination of patient (procedure),,,2017-04-01 -35,ambulatory,General examination of patient (procedure),,None,2019-12-01 -35,ambulatory,General examination of patient (procedure),,None,2017-04-01 -35,ambulatory,General examination of patient (procedure),None,,2019-12-01 -35,ambulatory,General examination of patient (procedure),None,,2017-04-01 -35,ambulatory,General examination of patient (procedure),None,None,2019-12-01 -35,ambulatory,General examination of patient (procedure),None,None,2017-04-01 -35,ambulatory,Encounter for symptom,,,2020-07-01 -35,ambulatory,Encounter for symptom,,None,2020-07-01 -35,ambulatory,Encounter for symptom,None,,2020-07-01 -35,ambulatory,Encounter for symptom,None,None,2020-07-01 -35,ambulatory,Encounter for check up (procedure),,,2021-04-01 -35,ambulatory,Encounter for check up (procedure),,None,2021-04-01 -35,ambulatory,Encounter for check up (procedure),None,,2021-04-01 -35,ambulatory,Encounter for check up (procedure),None,None,2021-04-01 -34,,Well child visit (procedure),,,2022-03-01 -34,,Well child visit (procedure),,,2021-02-01 -34,,Well child visit (procedure),,,2019-07-01 -34,,Well child visit (procedure),,,2019-03-01 -34,,Well child visit (procedure),,,2018-01-01 -34,,Well child visit (procedure),,None,2022-03-01 -34,,Well child visit (procedure),,None,2021-02-01 -34,,Well child visit (procedure),,None,2019-07-01 -34,,Well child visit (procedure),,None,2019-03-01 -34,,Well child visit (procedure),,None,2018-01-01 -34,,Well child visit (procedure),None,,2022-03-01 -34,,Well child visit (procedure),None,,2021-02-01 -34,,Well child visit (procedure),None,,2019-07-01 -34,,Well child visit (procedure),None,,2019-03-01 -34,,Well child visit (procedure),None,,2018-01-01 -34,,Well child visit (procedure),None,None,2022-03-01 -34,,Well child visit (procedure),None,None,2021-02-01 -34,,Well child visit (procedure),None,None,2019-07-01 -34,,Well child visit (procedure),None,None,2019-03-01 -34,,Well child visit (procedure),None,None,2018-01-01 -34,,Urgent care clinic (environment),,,2019-01-01 -34,,Urgent care clinic (environment),,None,2019-01-01 -34,,Urgent care clinic (environment),None,,2019-01-01 -34,,Urgent care clinic (environment),None,None,2019-01-01 -34,,General examination of patient (procedure),,,2019-09-01 -34,,General examination of patient (procedure),,,2016-10-01 -34,,General examination of patient (procedure),,None,2019-09-01 -34,,General examination of patient (procedure),,None,2016-10-01 -34,,General examination of patient (procedure),None,,2019-09-01 -34,,General examination of patient (procedure),None,,2016-10-01 -34,,General examination of patient (procedure),None,None,2019-09-01 -34,,General examination of patient (procedure),None,None,2016-10-01 -34,,Encounter for symptom,,,2022-09-01 -34,,Encounter for symptom,,None,2022-09-01 -34,,Encounter for symptom,None,,2022-09-01 -34,,Encounter for symptom,None,None,2022-09-01 -34,,Encounter for check up (procedure),,,2021-12-01 -34,,Encounter for check up (procedure),,,2020-02-01 -34,,Encounter for check up (procedure),,,2019-11-01 -34,,Encounter for check up (procedure),,,2019-06-01 -34,,Encounter for check up (procedure),,,2018-09-01 -34,,Encounter for check up (procedure),,None,2021-12-01 -34,,Encounter for check up (procedure),,None,2020-02-01 -34,,Encounter for check up (procedure),,None,2019-11-01 -34,,Encounter for check up (procedure),,None,2019-06-01 -34,,Encounter for check up (procedure),,None,2018-09-01 -34,,Encounter for check up (procedure),None,,2021-12-01 -34,,Encounter for check up (procedure),None,,2020-02-01 -34,,Encounter for check up (procedure),None,,2019-11-01 -34,,Encounter for check up (procedure),None,,2019-06-01 -34,,Encounter for check up (procedure),None,,2018-09-01 -34,,Encounter for check up (procedure),None,None,2021-12-01 -34,,Encounter for check up (procedure),None,None,2020-02-01 -34,,Encounter for check up (procedure),None,None,2019-11-01 -34,,Encounter for check up (procedure),None,None,2019-06-01 -34,,Encounter for check up (procedure),None,None,2018-09-01 -34,ambulatory,Well child visit (procedure),,,2022-03-01 -34,ambulatory,Well child visit (procedure),,,2021-02-01 -34,ambulatory,Well child visit (procedure),,,2019-07-01 -34,ambulatory,Well child visit (procedure),,,2019-03-01 -34,ambulatory,Well child visit (procedure),,,2018-01-01 -34,ambulatory,Well child visit (procedure),,None,2022-03-01 -34,ambulatory,Well child visit (procedure),,None,2021-02-01 -34,ambulatory,Well child visit (procedure),,None,2019-07-01 -34,ambulatory,Well child visit (procedure),,None,2019-03-01 -34,ambulatory,Well child visit (procedure),,None,2018-01-01 -34,ambulatory,Well child visit (procedure),None,,2022-03-01 -34,ambulatory,Well child visit (procedure),None,,2021-02-01 -34,ambulatory,Well child visit (procedure),None,,2019-07-01 -34,ambulatory,Well child visit (procedure),None,,2019-03-01 -34,ambulatory,Well child visit (procedure),None,,2018-01-01 -34,ambulatory,Well child visit (procedure),None,None,2022-03-01 -34,ambulatory,Well child visit (procedure),None,None,2021-02-01 -34,ambulatory,Well child visit (procedure),None,None,2019-07-01 -34,ambulatory,Well child visit (procedure),None,None,2019-03-01 -34,ambulatory,Well child visit (procedure),None,None,2018-01-01 -34,ambulatory,Urgent care clinic (environment),,,2019-01-01 -34,ambulatory,Urgent care clinic (environment),,None,2019-01-01 -34,ambulatory,Urgent care clinic (environment),None,,2019-01-01 -34,ambulatory,Urgent care clinic (environment),None,None,2019-01-01 -34,ambulatory,General examination of patient (procedure),,,2019-09-01 -34,ambulatory,General examination of patient (procedure),,,2016-10-01 -34,ambulatory,General examination of patient (procedure),,None,2019-09-01 -34,ambulatory,General examination of patient (procedure),,None,2016-10-01 -34,ambulatory,General examination of patient (procedure),None,,2019-09-01 -34,ambulatory,General examination of patient (procedure),None,,2016-10-01 -34,ambulatory,General examination of patient (procedure),None,None,2019-09-01 -34,ambulatory,General examination of patient (procedure),None,None,2016-10-01 -34,ambulatory,Encounter for symptom,,,2022-09-01 -34,ambulatory,Encounter for symptom,,None,2022-09-01 -34,ambulatory,Encounter for symptom,None,,2022-09-01 -34,ambulatory,Encounter for symptom,None,None,2022-09-01 -34,ambulatory,Encounter for check up (procedure),,,2021-12-01 -34,ambulatory,Encounter for check up (procedure),,,2020-02-01 -34,ambulatory,Encounter for check up (procedure),,,2019-11-01 -34,ambulatory,Encounter for check up (procedure),,,2019-06-01 -34,ambulatory,Encounter for check up (procedure),,,2018-09-01 -34,ambulatory,Encounter for check up (procedure),,None,2021-12-01 -34,ambulatory,Encounter for check up (procedure),,None,2020-02-01 -34,ambulatory,Encounter for check up (procedure),,None,2019-11-01 -34,ambulatory,Encounter for check up (procedure),,None,2019-06-01 -34,ambulatory,Encounter for check up (procedure),,None,2018-09-01 -34,ambulatory,Encounter for check up (procedure),None,,2021-12-01 -34,ambulatory,Encounter for check up (procedure),None,,2020-02-01 -34,ambulatory,Encounter for check up (procedure),None,,2019-11-01 -34,ambulatory,Encounter for check up (procedure),None,,2019-06-01 -34,ambulatory,Encounter for check up (procedure),None,,2018-09-01 -34,ambulatory,Encounter for check up (procedure),None,None,2021-12-01 -34,ambulatory,Encounter for check up (procedure),None,None,2020-02-01 -34,ambulatory,Encounter for check up (procedure),None,None,2019-11-01 -34,ambulatory,Encounter for check up (procedure),None,None,2019-06-01 -34,ambulatory,Encounter for check up (procedure),None,None,2018-09-01 -33,,Well child visit (procedure),,,2023-01-01 -33,,Well child visit (procedure),,,2018-07-01 -33,,Well child visit (procedure),,None,2023-01-01 -33,,Well child visit (procedure),,None,2018-07-01 -33,,Well child visit (procedure),None,,2023-01-01 -33,,Well child visit (procedure),None,,2018-07-01 -33,,Well child visit (procedure),None,None,2023-01-01 -33,,Well child visit (procedure),None,None,2018-07-01 -33,,Urgent care clinic (environment),,,2019-02-01 -33,,Urgent care clinic (environment),,,2017-03-01 -33,,Urgent care clinic (environment),,None,2019-02-01 -33,,Urgent care clinic (environment),,None,2017-03-01 -33,,Urgent care clinic (environment),None,,2019-02-01 -33,,Urgent care clinic (environment),None,,2017-03-01 -33,,Urgent care clinic (environment),None,None,2019-02-01 -33,,Urgent care clinic (environment),None,None,2017-03-01 -33,,General examination of patient (procedure),,,2018-04-01 -33,,General examination of patient (procedure),,None,2018-04-01 -33,,General examination of patient (procedure),None,,2018-04-01 -33,,General examination of patient (procedure),None,None,2018-04-01 -33,,Encounter for symptom,,,2020-04-01 -33,,Encounter for symptom,,None,2020-04-01 -33,,Encounter for symptom,None,,2020-04-01 -33,,Encounter for symptom,None,None,2020-04-01 -33,,Encounter for check up (procedure),,,2022-10-01 -33,,Encounter for check up (procedure),,,2021-09-01 -33,,Encounter for check up (procedure),,,2021-07-01 -33,,Encounter for check up (procedure),,,2020-08-01 -33,,Encounter for check up (procedure),,,2019-01-01 -33,,Encounter for check up (procedure),,,2018-10-01 -33,,Encounter for check up (procedure),,None,2022-10-01 -33,,Encounter for check up (procedure),,None,2021-09-01 -33,,Encounter for check up (procedure),,None,2021-07-01 -33,,Encounter for check up (procedure),,None,2020-08-01 -33,,Encounter for check up (procedure),,None,2019-01-01 -33,,Encounter for check up (procedure),,None,2018-10-01 -33,,Encounter for check up (procedure),None,,2022-10-01 -33,,Encounter for check up (procedure),None,,2021-09-01 -33,,Encounter for check up (procedure),None,,2021-07-01 -33,,Encounter for check up (procedure),None,,2020-08-01 -33,,Encounter for check up (procedure),None,,2019-01-01 -33,,Encounter for check up (procedure),None,,2018-10-01 -33,,Encounter for check up (procedure),None,None,2022-10-01 -33,,Encounter for check up (procedure),None,None,2021-09-01 -33,,Encounter for check up (procedure),None,None,2021-07-01 -33,,Encounter for check up (procedure),None,None,2020-08-01 -33,,Encounter for check up (procedure),None,None,2019-01-01 -33,,Encounter for check up (procedure),None,None,2018-10-01 -33,ambulatory,Well child visit (procedure),,,2023-01-01 -33,ambulatory,Well child visit (procedure),,,2018-07-01 -33,ambulatory,Well child visit (procedure),,None,2023-01-01 -33,ambulatory,Well child visit (procedure),,None,2018-07-01 -33,ambulatory,Well child visit (procedure),None,,2023-01-01 -33,ambulatory,Well child visit (procedure),None,,2018-07-01 -33,ambulatory,Well child visit (procedure),None,None,2023-01-01 -33,ambulatory,Well child visit (procedure),None,None,2018-07-01 -33,ambulatory,Urgent care clinic (environment),,,2019-02-01 -33,ambulatory,Urgent care clinic (environment),,,2017-03-01 -33,ambulatory,Urgent care clinic (environment),,None,2019-02-01 -33,ambulatory,Urgent care clinic (environment),,None,2017-03-01 -33,ambulatory,Urgent care clinic (environment),None,,2019-02-01 -33,ambulatory,Urgent care clinic (environment),None,,2017-03-01 -33,ambulatory,Urgent care clinic (environment),None,None,2019-02-01 -33,ambulatory,Urgent care clinic (environment),None,None,2017-03-01 -33,ambulatory,General examination of patient (procedure),,,2018-04-01 -33,ambulatory,General examination of patient (procedure),,None,2018-04-01 -33,ambulatory,General examination of patient (procedure),None,,2018-04-01 -33,ambulatory,General examination of patient (procedure),None,None,2018-04-01 -33,ambulatory,Encounter for symptom,,,2020-04-01 -33,ambulatory,Encounter for symptom,,None,2020-04-01 -33,ambulatory,Encounter for symptom,None,,2020-04-01 -33,ambulatory,Encounter for symptom,None,None,2020-04-01 -33,ambulatory,Encounter for check up (procedure),,,2022-10-01 -33,ambulatory,Encounter for check up (procedure),,,2021-09-01 -33,ambulatory,Encounter for check up (procedure),,,2021-07-01 -33,ambulatory,Encounter for check up (procedure),,,2020-08-01 -33,ambulatory,Encounter for check up (procedure),,,2019-01-01 -33,ambulatory,Encounter for check up (procedure),,,2018-10-01 -33,ambulatory,Encounter for check up (procedure),,None,2022-10-01 -33,ambulatory,Encounter for check up (procedure),,None,2021-09-01 -33,ambulatory,Encounter for check up (procedure),,None,2021-07-01 -33,ambulatory,Encounter for check up (procedure),,None,2020-08-01 -33,ambulatory,Encounter for check up (procedure),,None,2019-01-01 -33,ambulatory,Encounter for check up (procedure),,None,2018-10-01 -33,ambulatory,Encounter for check up (procedure),None,,2022-10-01 -33,ambulatory,Encounter for check up (procedure),None,,2021-09-01 -33,ambulatory,Encounter for check up (procedure),None,,2021-07-01 -33,ambulatory,Encounter for check up (procedure),None,,2020-08-01 -33,ambulatory,Encounter for check up (procedure),None,,2019-01-01 -33,ambulatory,Encounter for check up (procedure),None,,2018-10-01 -33,ambulatory,Encounter for check up (procedure),None,None,2022-10-01 -33,ambulatory,Encounter for check up (procedure),None,None,2021-09-01 -33,ambulatory,Encounter for check up (procedure),None,None,2021-07-01 -33,ambulatory,Encounter for check up (procedure),None,None,2020-08-01 -33,ambulatory,Encounter for check up (procedure),None,None,2019-01-01 -33,ambulatory,Encounter for check up (procedure),None,None,2018-10-01 -32,,Well child visit (procedure),,,2022-11-01 -32,,Well child visit (procedure),,,2022-05-01 -32,,Well child visit (procedure),,,2021-12-01 -32,,Well child visit (procedure),,,2021-05-01 -32,,Well child visit (procedure),,,2018-03-01 -32,,Well child visit (procedure),,,2017-07-01 -32,,Well child visit (procedure),,,2017-04-01 -32,,Well child visit (procedure),,None,2022-11-01 -32,,Well child visit (procedure),,None,2022-05-01 -32,,Well child visit (procedure),,None,2021-12-01 -32,,Well child visit (procedure),,None,2021-05-01 -32,,Well child visit (procedure),,None,2018-03-01 -32,,Well child visit (procedure),,None,2017-07-01 -32,,Well child visit (procedure),,None,2017-04-01 -32,,Well child visit (procedure),None,,2022-11-01 -32,,Well child visit (procedure),None,,2022-05-01 -32,,Well child visit (procedure),None,,2021-12-01 -32,,Well child visit (procedure),None,,2021-05-01 -32,,Well child visit (procedure),None,,2018-03-01 -32,,Well child visit (procedure),None,,2017-07-01 -32,,Well child visit (procedure),None,,2017-04-01 -32,,Well child visit (procedure),None,None,2022-11-01 -32,,Well child visit (procedure),None,None,2022-05-01 -32,,Well child visit (procedure),None,None,2021-12-01 -32,,Well child visit (procedure),None,None,2021-05-01 -32,,Well child visit (procedure),None,None,2018-03-01 -32,,Well child visit (procedure),None,None,2017-07-01 -32,,Well child visit (procedure),None,None,2017-04-01 -32,,Urgent care clinic (environment),,,2020-02-01 -32,,Urgent care clinic (environment),,,2019-04-01 -32,,Urgent care clinic (environment),,None,2020-02-01 -32,,Urgent care clinic (environment),,None,2019-04-01 -32,,Urgent care clinic (environment),None,,2020-02-01 -32,,Urgent care clinic (environment),None,,2019-04-01 -32,,Urgent care clinic (environment),None,None,2020-02-01 -32,,Urgent care clinic (environment),None,None,2019-04-01 -32,,Encounter for symptom,,,2017-06-01 -32,,Encounter for symptom,,None,2017-06-01 -32,,Encounter for symptom,None,,2017-06-01 -32,,Encounter for symptom,None,None,2017-06-01 -32,,Encounter for check up (procedure),,,2023-01-01 -32,,Encounter for check up (procedure),,,2022-05-01 -32,,Encounter for check up (procedure),,,2020-07-01 -32,,Encounter for check up (procedure),,,2019-05-01 -32,,Encounter for check up (procedure),,,2019-03-01 -32,,Encounter for check up (procedure),,,2018-03-01 -32,,Encounter for check up (procedure),,None,2023-01-01 -32,,Encounter for check up (procedure),,None,2022-05-01 -32,,Encounter for check up (procedure),,None,2020-07-01 -32,,Encounter for check up (procedure),,None,2019-05-01 -32,,Encounter for check up (procedure),,None,2019-03-01 -32,,Encounter for check up (procedure),,None,2018-03-01 -32,,Encounter for check up (procedure),None,,2023-01-01 -32,,Encounter for check up (procedure),None,,2022-05-01 -32,,Encounter for check up (procedure),None,,2020-07-01 -32,,Encounter for check up (procedure),None,,2019-05-01 -32,,Encounter for check up (procedure),None,,2019-03-01 -32,,Encounter for check up (procedure),None,,2018-03-01 -32,,Encounter for check up (procedure),None,None,2023-01-01 -32,,Encounter for check up (procedure),None,None,2022-05-01 -32,,Encounter for check up (procedure),None,None,2020-07-01 -32,,Encounter for check up (procedure),None,None,2019-05-01 -32,,Encounter for check up (procedure),None,None,2019-03-01 -32,,Encounter for check up (procedure),None,None,2018-03-01 -32,ambulatory,Well child visit (procedure),,,2022-11-01 -32,ambulatory,Well child visit (procedure),,,2022-05-01 -32,ambulatory,Well child visit (procedure),,,2021-12-01 -32,ambulatory,Well child visit (procedure),,,2021-05-01 -32,ambulatory,Well child visit (procedure),,,2018-03-01 -32,ambulatory,Well child visit (procedure),,,2017-07-01 -32,ambulatory,Well child visit (procedure),,,2017-04-01 -32,ambulatory,Well child visit (procedure),,None,2022-11-01 -32,ambulatory,Well child visit (procedure),,None,2022-05-01 -32,ambulatory,Well child visit (procedure),,None,2021-12-01 -32,ambulatory,Well child visit (procedure),,None,2021-05-01 -32,ambulatory,Well child visit (procedure),,None,2018-03-01 -32,ambulatory,Well child visit (procedure),,None,2017-07-01 -32,ambulatory,Well child visit (procedure),,None,2017-04-01 -32,ambulatory,Well child visit (procedure),None,,2022-11-01 -32,ambulatory,Well child visit (procedure),None,,2022-05-01 -32,ambulatory,Well child visit (procedure),None,,2021-12-01 -32,ambulatory,Well child visit (procedure),None,,2021-05-01 -32,ambulatory,Well child visit (procedure),None,,2018-03-01 -32,ambulatory,Well child visit (procedure),None,,2017-07-01 -32,ambulatory,Well child visit (procedure),None,,2017-04-01 -32,ambulatory,Well child visit (procedure),None,None,2022-11-01 -32,ambulatory,Well child visit (procedure),None,None,2022-05-01 -32,ambulatory,Well child visit (procedure),None,None,2021-12-01 -32,ambulatory,Well child visit (procedure),None,None,2021-05-01 -32,ambulatory,Well child visit (procedure),None,None,2018-03-01 -32,ambulatory,Well child visit (procedure),None,None,2017-07-01 -32,ambulatory,Well child visit (procedure),None,None,2017-04-01 -32,ambulatory,Urgent care clinic (environment),,,2020-02-01 -32,ambulatory,Urgent care clinic (environment),,,2019-04-01 -32,ambulatory,Urgent care clinic (environment),,None,2020-02-01 -32,ambulatory,Urgent care clinic (environment),,None,2019-04-01 -32,ambulatory,Urgent care clinic (environment),None,,2020-02-01 -32,ambulatory,Urgent care clinic (environment),None,,2019-04-01 -32,ambulatory,Urgent care clinic (environment),None,None,2020-02-01 -32,ambulatory,Urgent care clinic (environment),None,None,2019-04-01 -32,ambulatory,Encounter for symptom,,,2017-06-01 -32,ambulatory,Encounter for symptom,,None,2017-06-01 -32,ambulatory,Encounter for symptom,None,,2017-06-01 -32,ambulatory,Encounter for symptom,None,None,2017-06-01 -32,ambulatory,Encounter for check up (procedure),,,2023-01-01 -32,ambulatory,Encounter for check up (procedure),,,2022-05-01 -32,ambulatory,Encounter for check up (procedure),,,2020-07-01 -32,ambulatory,Encounter for check up (procedure),,,2019-05-01 -32,ambulatory,Encounter for check up (procedure),,,2019-03-01 -32,ambulatory,Encounter for check up (procedure),,,2018-03-01 -32,ambulatory,Encounter for check up (procedure),,None,2023-01-01 -32,ambulatory,Encounter for check up (procedure),,None,2022-05-01 -32,ambulatory,Encounter for check up (procedure),,None,2020-07-01 -32,ambulatory,Encounter for check up (procedure),,None,2019-05-01 -32,ambulatory,Encounter for check up (procedure),,None,2019-03-01 -32,ambulatory,Encounter for check up (procedure),,None,2018-03-01 -32,ambulatory,Encounter for check up (procedure),None,,2023-01-01 -32,ambulatory,Encounter for check up (procedure),None,,2022-05-01 -32,ambulatory,Encounter for check up (procedure),None,,2020-07-01 -32,ambulatory,Encounter for check up (procedure),None,,2019-05-01 -32,ambulatory,Encounter for check up (procedure),None,,2019-03-01 -32,ambulatory,Encounter for check up (procedure),None,,2018-03-01 -32,ambulatory,Encounter for check up (procedure),None,None,2023-01-01 -32,ambulatory,Encounter for check up (procedure),None,None,2022-05-01 -32,ambulatory,Encounter for check up (procedure),None,None,2020-07-01 -32,ambulatory,Encounter for check up (procedure),None,None,2019-05-01 -32,ambulatory,Encounter for check up (procedure),None,None,2019-03-01 -32,ambulatory,Encounter for check up (procedure),None,None,2018-03-01 -31,,Well child visit (procedure),,,2022-09-01 -31,,Well child visit (procedure),,,2022-08-01 -31,,Well child visit (procedure),,,2021-01-01 -31,,Well child visit (procedure),,,2020-12-01 -31,,Well child visit (procedure),,,2017-10-01 -31,,Well child visit (procedure),,,2016-08-01 -31,,Well child visit (procedure),,None,2022-09-01 -31,,Well child visit (procedure),,None,2022-08-01 -31,,Well child visit (procedure),,None,2021-01-01 -31,,Well child visit (procedure),,None,2020-12-01 -31,,Well child visit (procedure),,None,2017-10-01 -31,,Well child visit (procedure),,None,2016-08-01 -31,,Well child visit (procedure),None,,2022-09-01 -31,,Well child visit (procedure),None,,2022-08-01 -31,,Well child visit (procedure),None,,2021-01-01 -31,,Well child visit (procedure),None,,2020-12-01 -31,,Well child visit (procedure),None,,2017-10-01 -31,,Well child visit (procedure),None,,2016-08-01 -31,,Well child visit (procedure),None,None,2022-09-01 -31,,Well child visit (procedure),None,None,2022-08-01 -31,,Well child visit (procedure),None,None,2021-01-01 -31,,Well child visit (procedure),None,None,2020-12-01 -31,,Well child visit (procedure),None,None,2017-10-01 -31,,Well child visit (procedure),None,None,2016-08-01 -31,,Urgent care clinic (environment),,,2020-05-01 -31,,Urgent care clinic (environment),,,2019-05-01 -31,,Urgent care clinic (environment),,None,2020-05-01 -31,,Urgent care clinic (environment),,None,2019-05-01 -31,,Urgent care clinic (environment),None,,2020-05-01 -31,,Urgent care clinic (environment),None,,2019-05-01 -31,,Urgent care clinic (environment),None,None,2020-05-01 -31,,Urgent care clinic (environment),None,None,2019-05-01 -31,,Encounter for symptom,,,2022-05-01 -31,,Encounter for symptom,,,2021-12-01 -31,,Encounter for symptom,,,2020-10-01 -31,,Encounter for symptom,,,2017-08-01 -31,,Encounter for symptom,,,2017-05-01 -31,,Encounter for symptom,,None,2022-05-01 -31,,Encounter for symptom,,None,2021-12-01 -31,,Encounter for symptom,,None,2020-10-01 -31,,Encounter for symptom,,None,2017-08-01 -31,,Encounter for symptom,,None,2017-05-01 -31,,Encounter for symptom,None,,2022-05-01 -31,,Encounter for symptom,None,,2021-12-01 -31,,Encounter for symptom,None,,2020-10-01 -31,,Encounter for symptom,None,,2017-08-01 -31,,Encounter for symptom,None,,2017-05-01 -31,,Encounter for symptom,None,None,2022-05-01 -31,,Encounter for symptom,None,None,2021-12-01 -31,,Encounter for symptom,None,None,2020-10-01 -31,,Encounter for symptom,None,None,2017-08-01 -31,,Encounter for symptom,None,None,2017-05-01 -31,,Encounter for check up (procedure),,,2023-02-01 -31,,Encounter for check up (procedure),,,2022-09-01 -31,,Encounter for check up (procedure),,,2021-11-01 -31,,Encounter for check up (procedure),,,2021-06-01 -31,,Encounter for check up (procedure),,,2020-10-01 -31,,Encounter for check up (procedure),,,2016-12-01 -31,,Encounter for check up (procedure),,None,2023-02-01 -31,,Encounter for check up (procedure),,None,2022-09-01 -31,,Encounter for check up (procedure),,None,2021-11-01 -31,,Encounter for check up (procedure),,None,2021-06-01 -31,,Encounter for check up (procedure),,None,2020-10-01 -31,,Encounter for check up (procedure),,None,2016-12-01 -31,,Encounter for check up (procedure),None,,2023-02-01 -31,,Encounter for check up (procedure),None,,2022-09-01 -31,,Encounter for check up (procedure),None,,2021-11-01 -31,,Encounter for check up (procedure),None,,2021-06-01 -31,,Encounter for check up (procedure),None,,2020-10-01 -31,,Encounter for check up (procedure),None,,2016-12-01 -31,,Encounter for check up (procedure),None,None,2023-02-01 -31,,Encounter for check up (procedure),None,None,2022-09-01 -31,,Encounter for check up (procedure),None,None,2021-11-01 -31,,Encounter for check up (procedure),None,None,2021-06-01 -31,,Encounter for check up (procedure),None,None,2020-10-01 -31,,Encounter for check up (procedure),None,None,2016-12-01 -31,ambulatory,Well child visit (procedure),,,2022-09-01 -31,ambulatory,Well child visit (procedure),,,2022-08-01 -31,ambulatory,Well child visit (procedure),,,2021-01-01 -31,ambulatory,Well child visit (procedure),,,2020-12-01 -31,ambulatory,Well child visit (procedure),,,2017-10-01 -31,ambulatory,Well child visit (procedure),,,2016-08-01 -31,ambulatory,Well child visit (procedure),,None,2022-09-01 -31,ambulatory,Well child visit (procedure),,None,2022-08-01 -31,ambulatory,Well child visit (procedure),,None,2021-01-01 -31,ambulatory,Well child visit (procedure),,None,2020-12-01 -31,ambulatory,Well child visit (procedure),,None,2017-10-01 -31,ambulatory,Well child visit (procedure),,None,2016-08-01 -31,ambulatory,Well child visit (procedure),None,,2022-09-01 -31,ambulatory,Well child visit (procedure),None,,2022-08-01 -31,ambulatory,Well child visit (procedure),None,,2021-01-01 -31,ambulatory,Well child visit (procedure),None,,2020-12-01 -31,ambulatory,Well child visit (procedure),None,,2017-10-01 -31,ambulatory,Well child visit (procedure),None,,2016-08-01 -31,ambulatory,Well child visit (procedure),None,None,2022-09-01 -31,ambulatory,Well child visit (procedure),None,None,2022-08-01 -31,ambulatory,Well child visit (procedure),None,None,2021-01-01 -31,ambulatory,Well child visit (procedure),None,None,2020-12-01 -31,ambulatory,Well child visit (procedure),None,None,2017-10-01 -31,ambulatory,Well child visit (procedure),None,None,2016-08-01 -31,ambulatory,Urgent care clinic (environment),,,2020-05-01 -31,ambulatory,Urgent care clinic (environment),,,2019-05-01 -31,ambulatory,Urgent care clinic (environment),,None,2020-05-01 -31,ambulatory,Urgent care clinic (environment),,None,2019-05-01 -31,ambulatory,Urgent care clinic (environment),None,,2020-05-01 -31,ambulatory,Urgent care clinic (environment),None,,2019-05-01 -31,ambulatory,Urgent care clinic (environment),None,None,2020-05-01 -31,ambulatory,Urgent care clinic (environment),None,None,2019-05-01 -31,ambulatory,Encounter for symptom,,,2022-05-01 -31,ambulatory,Encounter for symptom,,,2021-12-01 -31,ambulatory,Encounter for symptom,,,2020-10-01 -31,ambulatory,Encounter for symptom,,,2017-08-01 -31,ambulatory,Encounter for symptom,,,2017-05-01 -31,ambulatory,Encounter for symptom,,None,2022-05-01 -31,ambulatory,Encounter for symptom,,None,2021-12-01 -31,ambulatory,Encounter for symptom,,None,2020-10-01 -31,ambulatory,Encounter for symptom,,None,2017-08-01 -31,ambulatory,Encounter for symptom,,None,2017-05-01 -31,ambulatory,Encounter for symptom,None,,2022-05-01 -31,ambulatory,Encounter for symptom,None,,2021-12-01 -31,ambulatory,Encounter for symptom,None,,2020-10-01 -31,ambulatory,Encounter for symptom,None,,2017-08-01 -31,ambulatory,Encounter for symptom,None,,2017-05-01 -31,ambulatory,Encounter for symptom,None,None,2022-05-01 -31,ambulatory,Encounter for symptom,None,None,2021-12-01 -31,ambulatory,Encounter for symptom,None,None,2020-10-01 -31,ambulatory,Encounter for symptom,None,None,2017-08-01 -31,ambulatory,Encounter for symptom,None,None,2017-05-01 -31,ambulatory,Encounter for check up (procedure),,,2023-02-01 -31,ambulatory,Encounter for check up (procedure),,,2022-09-01 -31,ambulatory,Encounter for check up (procedure),,,2021-11-01 -31,ambulatory,Encounter for check up (procedure),,,2021-06-01 -31,ambulatory,Encounter for check up (procedure),,,2020-10-01 -31,ambulatory,Encounter for check up (procedure),,,2016-12-01 -31,ambulatory,Encounter for check up (procedure),,None,2023-02-01 -31,ambulatory,Encounter for check up (procedure),,None,2022-09-01 -31,ambulatory,Encounter for check up (procedure),,None,2021-11-01 -31,ambulatory,Encounter for check up (procedure),,None,2021-06-01 -31,ambulatory,Encounter for check up (procedure),,None,2020-10-01 -31,ambulatory,Encounter for check up (procedure),,None,2016-12-01 -31,ambulatory,Encounter for check up (procedure),None,,2023-02-01 -31,ambulatory,Encounter for check up (procedure),None,,2022-09-01 -31,ambulatory,Encounter for check up (procedure),None,,2021-11-01 -31,ambulatory,Encounter for check up (procedure),None,,2021-06-01 -31,ambulatory,Encounter for check up (procedure),None,,2020-10-01 -31,ambulatory,Encounter for check up (procedure),None,,2016-12-01 -31,ambulatory,Encounter for check up (procedure),None,None,2023-02-01 -31,ambulatory,Encounter for check up (procedure),None,None,2022-09-01 -31,ambulatory,Encounter for check up (procedure),None,None,2021-11-01 -31,ambulatory,Encounter for check up (procedure),None,None,2021-06-01 -31,ambulatory,Encounter for check up (procedure),None,None,2020-10-01 -31,ambulatory,Encounter for check up (procedure),None,None,2016-12-01 -30,,Well child visit (procedure),,,2019-10-01 -30,,Well child visit (procedure),,,2019-08-01 -30,,Well child visit (procedure),,,2018-10-01 -30,,Well child visit (procedure),,None,2019-10-01 -30,,Well child visit (procedure),,None,2019-08-01 -30,,Well child visit (procedure),,None,2018-10-01 -30,,Well child visit (procedure),None,,2019-10-01 -30,,Well child visit (procedure),None,,2019-08-01 -30,,Well child visit (procedure),None,,2018-10-01 -30,,Well child visit (procedure),None,None,2019-10-01 -30,,Well child visit (procedure),None,None,2019-08-01 -30,,Well child visit (procedure),None,None,2018-10-01 -30,,Urgent care clinic (environment),,,2021-07-01 -30,,Urgent care clinic (environment),,,2020-06-01 -30,,Urgent care clinic (environment),,,2019-12-01 -30,,Urgent care clinic (environment),,None,2021-07-01 -30,,Urgent care clinic (environment),,None,2020-06-01 -30,,Urgent care clinic (environment),,None,2019-12-01 -30,,Urgent care clinic (environment),None,,2021-07-01 -30,,Urgent care clinic (environment),None,,2020-06-01 -30,,Urgent care clinic (environment),None,,2019-12-01 -30,,Urgent care clinic (environment),None,None,2021-07-01 -30,,Urgent care clinic (environment),None,None,2020-06-01 -30,,Urgent care clinic (environment),None,None,2019-12-01 -30,,Encounter for symptom,,,2019-05-01 -30,,Encounter for symptom,,,2019-04-01 -30,,Encounter for symptom,,,2019-02-01 -30,,Encounter for symptom,,,2019-01-01 -30,,Encounter for symptom,,None,2019-05-01 -30,,Encounter for symptom,,None,2019-04-01 -30,,Encounter for symptom,,None,2019-02-01 -30,,Encounter for symptom,,None,2019-01-01 -30,,Encounter for symptom,None,,2019-05-01 -30,,Encounter for symptom,None,,2019-04-01 -30,,Encounter for symptom,None,,2019-02-01 -30,,Encounter for symptom,None,,2019-01-01 -30,,Encounter for symptom,None,None,2019-05-01 -30,,Encounter for symptom,None,None,2019-04-01 -30,,Encounter for symptom,None,None,2019-02-01 -30,,Encounter for symptom,None,None,2019-01-01 -30,,Encounter for check up (procedure),,,2022-01-01 -30,,Encounter for check up (procedure),,,2021-10-01 -30,,Encounter for check up (procedure),,,2020-11-01 -30,,Encounter for check up (procedure),,,2020-06-01 -30,,Encounter for check up (procedure),,,2018-08-01 -30,,Encounter for check up (procedure),,,2017-05-01 -30,,Encounter for check up (procedure),,None,2022-01-01 -30,,Encounter for check up (procedure),,None,2021-10-01 -30,,Encounter for check up (procedure),,None,2020-11-01 -30,,Encounter for check up (procedure),,None,2020-06-01 -30,,Encounter for check up (procedure),,None,2018-08-01 -30,,Encounter for check up (procedure),,None,2017-05-01 -30,,Encounter for check up (procedure),None,,2022-01-01 -30,,Encounter for check up (procedure),None,,2021-10-01 -30,,Encounter for check up (procedure),None,,2020-11-01 -30,,Encounter for check up (procedure),None,,2020-06-01 -30,,Encounter for check up (procedure),None,,2018-08-01 -30,,Encounter for check up (procedure),None,,2017-05-01 -30,,Encounter for check up (procedure),None,None,2022-01-01 -30,,Encounter for check up (procedure),None,None,2021-10-01 -30,,Encounter for check up (procedure),None,None,2020-11-01 -30,,Encounter for check up (procedure),None,None,2020-06-01 -30,,Encounter for check up (procedure),None,None,2018-08-01 -30,,Encounter for check up (procedure),None,None,2017-05-01 -30,ambulatory,Well child visit (procedure),,,2019-10-01 -30,ambulatory,Well child visit (procedure),,,2019-08-01 -30,ambulatory,Well child visit (procedure),,,2018-10-01 -30,ambulatory,Well child visit (procedure),,None,2019-10-01 -30,ambulatory,Well child visit (procedure),,None,2019-08-01 -30,ambulatory,Well child visit (procedure),,None,2018-10-01 -30,ambulatory,Well child visit (procedure),None,,2019-10-01 -30,ambulatory,Well child visit (procedure),None,,2019-08-01 -30,ambulatory,Well child visit (procedure),None,,2018-10-01 -30,ambulatory,Well child visit (procedure),None,None,2019-10-01 -30,ambulatory,Well child visit (procedure),None,None,2019-08-01 -30,ambulatory,Well child visit (procedure),None,None,2018-10-01 -30,ambulatory,Urgent care clinic (environment),,,2021-07-01 -30,ambulatory,Urgent care clinic (environment),,,2020-06-01 -30,ambulatory,Urgent care clinic (environment),,,2019-12-01 -30,ambulatory,Urgent care clinic (environment),,None,2021-07-01 -30,ambulatory,Urgent care clinic (environment),,None,2020-06-01 -30,ambulatory,Urgent care clinic (environment),,None,2019-12-01 -30,ambulatory,Urgent care clinic (environment),None,,2021-07-01 -30,ambulatory,Urgent care clinic (environment),None,,2020-06-01 -30,ambulatory,Urgent care clinic (environment),None,,2019-12-01 -30,ambulatory,Urgent care clinic (environment),None,None,2021-07-01 -30,ambulatory,Urgent care clinic (environment),None,None,2020-06-01 -30,ambulatory,Urgent care clinic (environment),None,None,2019-12-01 -30,ambulatory,Encounter for symptom,,,2019-05-01 -30,ambulatory,Encounter for symptom,,,2019-04-01 -30,ambulatory,Encounter for symptom,,,2019-02-01 -30,ambulatory,Encounter for symptom,,,2019-01-01 -30,ambulatory,Encounter for symptom,,None,2019-05-01 -30,ambulatory,Encounter for symptom,,None,2019-04-01 -30,ambulatory,Encounter for symptom,,None,2019-02-01 -30,ambulatory,Encounter for symptom,,None,2019-01-01 -30,ambulatory,Encounter for symptom,None,,2019-05-01 -30,ambulatory,Encounter for symptom,None,,2019-04-01 -30,ambulatory,Encounter for symptom,None,,2019-02-01 -30,ambulatory,Encounter for symptom,None,,2019-01-01 -30,ambulatory,Encounter for symptom,None,None,2019-05-01 -30,ambulatory,Encounter for symptom,None,None,2019-04-01 -30,ambulatory,Encounter for symptom,None,None,2019-02-01 -30,ambulatory,Encounter for symptom,None,None,2019-01-01 -30,ambulatory,Encounter for check up (procedure),,,2022-01-01 -30,ambulatory,Encounter for check up (procedure),,,2021-10-01 -30,ambulatory,Encounter for check up (procedure),,,2020-11-01 -30,ambulatory,Encounter for check up (procedure),,,2020-06-01 -30,ambulatory,Encounter for check up (procedure),,,2018-08-01 -30,ambulatory,Encounter for check up (procedure),,,2017-05-01 -30,ambulatory,Encounter for check up (procedure),,None,2022-01-01 -30,ambulatory,Encounter for check up (procedure),,None,2021-10-01 -30,ambulatory,Encounter for check up (procedure),,None,2020-11-01 -30,ambulatory,Encounter for check up (procedure),,None,2020-06-01 -30,ambulatory,Encounter for check up (procedure),,None,2018-08-01 -30,ambulatory,Encounter for check up (procedure),,None,2017-05-01 -30,ambulatory,Encounter for check up (procedure),None,,2022-01-01 -30,ambulatory,Encounter for check up (procedure),None,,2021-10-01 -30,ambulatory,Encounter for check up (procedure),None,,2020-11-01 -30,ambulatory,Encounter for check up (procedure),None,,2020-06-01 -30,ambulatory,Encounter for check up (procedure),None,,2018-08-01 -30,ambulatory,Encounter for check up (procedure),None,,2017-05-01 -30,ambulatory,Encounter for check up (procedure),None,None,2022-01-01 -30,ambulatory,Encounter for check up (procedure),None,None,2021-10-01 -30,ambulatory,Encounter for check up (procedure),None,None,2020-11-01 -30,ambulatory,Encounter for check up (procedure),None,None,2020-06-01 -30,ambulatory,Encounter for check up (procedure),None,None,2018-08-01 -30,ambulatory,Encounter for check up (procedure),None,None,2017-05-01 -29,,Well child visit (procedure),,,2023-03-01 -29,,Well child visit (procedure),,,2022-01-01 -29,,Well child visit (procedure),,,2021-11-01 -29,,Well child visit (procedure),,,2021-09-01 -29,,Well child visit (procedure),,,2020-08-01 -29,,Well child visit (procedure),,None,2023-03-01 -29,,Well child visit (procedure),,None,2022-01-01 -29,,Well child visit (procedure),,None,2021-11-01 -29,,Well child visit (procedure),,None,2021-09-01 -29,,Well child visit (procedure),,None,2020-08-01 -29,,Well child visit (procedure),None,,2023-03-01 -29,,Well child visit (procedure),None,,2022-01-01 -29,,Well child visit (procedure),None,,2021-11-01 -29,,Well child visit (procedure),None,,2021-09-01 -29,,Well child visit (procedure),None,,2020-08-01 -29,,Well child visit (procedure),None,None,2023-03-01 -29,,Well child visit (procedure),None,None,2022-01-01 -29,,Well child visit (procedure),None,None,2021-11-01 -29,,Well child visit (procedure),None,None,2021-09-01 -29,,Well child visit (procedure),None,None,2020-08-01 -29,,Urgent care clinic (environment),,,2020-10-01 -29,,Urgent care clinic (environment),,,2020-03-01 -29,,Urgent care clinic (environment),,,2018-12-01 -29,,Urgent care clinic (environment),,None,2020-10-01 -29,,Urgent care clinic (environment),,None,2020-03-01 -29,,Urgent care clinic (environment),,None,2018-12-01 -29,,Urgent care clinic (environment),None,,2020-10-01 -29,,Urgent care clinic (environment),None,,2020-03-01 -29,,Urgent care clinic (environment),None,,2018-12-01 -29,,Urgent care clinic (environment),None,None,2020-10-01 -29,,Urgent care clinic (environment),None,None,2020-03-01 -29,,Urgent care clinic (environment),None,None,2018-12-01 -29,,Encounter for symptom,,,2020-11-01 -29,,Encounter for symptom,,,2019-12-01 -29,,Encounter for symptom,,,2017-02-01 -29,,Encounter for symptom,,None,2020-11-01 -29,,Encounter for symptom,,None,2019-12-01 -29,,Encounter for symptom,,None,2017-02-01 -29,,Encounter for symptom,None,,2020-11-01 -29,,Encounter for symptom,None,,2019-12-01 -29,,Encounter for symptom,None,,2017-02-01 -29,,Encounter for symptom,None,None,2020-11-01 -29,,Encounter for symptom,None,None,2019-12-01 -29,,Encounter for symptom,None,None,2017-02-01 -29,,Encounter for check up (procedure),,,2022-11-01 -29,,Encounter for check up (procedure),,,2022-07-01 -29,,Encounter for check up (procedure),,,2022-06-01 -29,,Encounter for check up (procedure),,,2020-05-01 -29,,Encounter for check up (procedure),,,2020-01-01 -29,,Encounter for check up (procedure),,,2019-10-01 -29,,Encounter for check up (procedure),,,2019-04-01 -29,,Encounter for check up (procedure),,,2019-02-01 -29,,Encounter for check up (procedure),,,2018-12-01 -29,,Encounter for check up (procedure),,,2018-11-01 -29,,Encounter for check up (procedure),,,2017-07-01 -29,,Encounter for check up (procedure),,,2016-10-01 -29,,Encounter for check up (procedure),,,2016-06-01 -29,,Encounter for check up (procedure),,None,2022-11-01 -29,,Encounter for check up (procedure),,None,2022-07-01 -29,,Encounter for check up (procedure),,None,2022-06-01 -29,,Encounter for check up (procedure),,None,2020-05-01 -29,,Encounter for check up (procedure),,None,2020-01-01 -29,,Encounter for check up (procedure),,None,2019-10-01 -29,,Encounter for check up (procedure),,None,2019-04-01 -29,,Encounter for check up (procedure),,None,2019-02-01 -29,,Encounter for check up (procedure),,None,2018-12-01 -29,,Encounter for check up (procedure),,None,2018-11-01 -29,,Encounter for check up (procedure),,None,2017-07-01 -29,,Encounter for check up (procedure),,None,2016-10-01 -29,,Encounter for check up (procedure),,None,2016-06-01 -29,,Encounter for check up (procedure),None,,2022-11-01 -29,,Encounter for check up (procedure),None,,2022-07-01 -29,,Encounter for check up (procedure),None,,2022-06-01 -29,,Encounter for check up (procedure),None,,2020-05-01 -29,,Encounter for check up (procedure),None,,2020-01-01 -29,,Encounter for check up (procedure),None,,2019-10-01 -29,,Encounter for check up (procedure),None,,2019-04-01 -29,,Encounter for check up (procedure),None,,2019-02-01 -29,,Encounter for check up (procedure),None,,2018-12-01 -29,,Encounter for check up (procedure),None,,2018-11-01 -29,,Encounter for check up (procedure),None,,2017-07-01 -29,,Encounter for check up (procedure),None,,2016-10-01 -29,,Encounter for check up (procedure),None,,2016-06-01 -29,,Encounter for check up (procedure),None,None,2022-11-01 -29,,Encounter for check up (procedure),None,None,2022-07-01 -29,,Encounter for check up (procedure),None,None,2022-06-01 -29,,Encounter for check up (procedure),None,None,2020-05-01 -29,,Encounter for check up (procedure),None,None,2020-01-01 -29,,Encounter for check up (procedure),None,None,2019-10-01 -29,,Encounter for check up (procedure),None,None,2019-04-01 -29,,Encounter for check up (procedure),None,None,2019-02-01 -29,,Encounter for check up (procedure),None,None,2018-12-01 -29,,Encounter for check up (procedure),None,None,2018-11-01 -29,,Encounter for check up (procedure),None,None,2017-07-01 -29,,Encounter for check up (procedure),None,None,2016-10-01 -29,,Encounter for check up (procedure),None,None,2016-06-01 -29,ambulatory,Well child visit (procedure),,,2023-03-01 -29,ambulatory,Well child visit (procedure),,,2022-01-01 -29,ambulatory,Well child visit (procedure),,,2021-11-01 -29,ambulatory,Well child visit (procedure),,,2021-09-01 -29,ambulatory,Well child visit (procedure),,,2020-08-01 -29,ambulatory,Well child visit (procedure),,None,2023-03-01 -29,ambulatory,Well child visit (procedure),,None,2022-01-01 -29,ambulatory,Well child visit (procedure),,None,2021-11-01 -29,ambulatory,Well child visit (procedure),,None,2021-09-01 -29,ambulatory,Well child visit (procedure),,None,2020-08-01 -29,ambulatory,Well child visit (procedure),None,,2023-03-01 -29,ambulatory,Well child visit (procedure),None,,2022-01-01 -29,ambulatory,Well child visit (procedure),None,,2021-11-01 -29,ambulatory,Well child visit (procedure),None,,2021-09-01 -29,ambulatory,Well child visit (procedure),None,,2020-08-01 -29,ambulatory,Well child visit (procedure),None,None,2023-03-01 -29,ambulatory,Well child visit (procedure),None,None,2022-01-01 -29,ambulatory,Well child visit (procedure),None,None,2021-11-01 -29,ambulatory,Well child visit (procedure),None,None,2021-09-01 -29,ambulatory,Well child visit (procedure),None,None,2020-08-01 -29,ambulatory,Urgent care clinic (environment),,,2020-10-01 -29,ambulatory,Urgent care clinic (environment),,,2020-03-01 -29,ambulatory,Urgent care clinic (environment),,,2018-12-01 -29,ambulatory,Urgent care clinic (environment),,None,2020-10-01 -29,ambulatory,Urgent care clinic (environment),,None,2020-03-01 -29,ambulatory,Urgent care clinic (environment),,None,2018-12-01 -29,ambulatory,Urgent care clinic (environment),None,,2020-10-01 -29,ambulatory,Urgent care clinic (environment),None,,2020-03-01 -29,ambulatory,Urgent care clinic (environment),None,,2018-12-01 -29,ambulatory,Urgent care clinic (environment),None,None,2020-10-01 -29,ambulatory,Urgent care clinic (environment),None,None,2020-03-01 -29,ambulatory,Urgent care clinic (environment),None,None,2018-12-01 -29,ambulatory,Encounter for symptom,,,2019-12-01 -29,ambulatory,Encounter for symptom,,,2017-02-01 -29,ambulatory,Encounter for symptom,,None,2019-12-01 -29,ambulatory,Encounter for symptom,,None,2017-02-01 -29,ambulatory,Encounter for symptom,None,,2019-12-01 -29,ambulatory,Encounter for symptom,None,,2017-02-01 -29,ambulatory,Encounter for symptom,None,None,2019-12-01 -29,ambulatory,Encounter for symptom,None,None,2017-02-01 -29,ambulatory,Encounter for check up (procedure),,,2022-11-01 -29,ambulatory,Encounter for check up (procedure),,,2022-07-01 -29,ambulatory,Encounter for check up (procedure),,,2022-06-01 -29,ambulatory,Encounter for check up (procedure),,,2020-05-01 -29,ambulatory,Encounter for check up (procedure),,,2020-01-01 -29,ambulatory,Encounter for check up (procedure),,,2019-10-01 -29,ambulatory,Encounter for check up (procedure),,,2019-04-01 -29,ambulatory,Encounter for check up (procedure),,,2019-02-01 -29,ambulatory,Encounter for check up (procedure),,,2018-12-01 -29,ambulatory,Encounter for check up (procedure),,,2018-11-01 -29,ambulatory,Encounter for check up (procedure),,,2017-07-01 -29,ambulatory,Encounter for check up (procedure),,,2016-10-01 -29,ambulatory,Encounter for check up (procedure),,,2016-06-01 -29,ambulatory,Encounter for check up (procedure),,None,2022-11-01 -29,ambulatory,Encounter for check up (procedure),,None,2022-07-01 -29,ambulatory,Encounter for check up (procedure),,None,2022-06-01 -29,ambulatory,Encounter for check up (procedure),,None,2020-05-01 -29,ambulatory,Encounter for check up (procedure),,None,2020-01-01 -29,ambulatory,Encounter for check up (procedure),,None,2019-10-01 -29,ambulatory,Encounter for check up (procedure),,None,2019-04-01 -29,ambulatory,Encounter for check up (procedure),,None,2019-02-01 -29,ambulatory,Encounter for check up (procedure),,None,2018-12-01 -29,ambulatory,Encounter for check up (procedure),,None,2018-11-01 -29,ambulatory,Encounter for check up (procedure),,None,2017-07-01 -29,ambulatory,Encounter for check up (procedure),,None,2016-10-01 -29,ambulatory,Encounter for check up (procedure),,None,2016-06-01 -29,ambulatory,Encounter for check up (procedure),None,,2022-11-01 -29,ambulatory,Encounter for check up (procedure),None,,2022-07-01 -29,ambulatory,Encounter for check up (procedure),None,,2022-06-01 -29,ambulatory,Encounter for check up (procedure),None,,2020-05-01 -29,ambulatory,Encounter for check up (procedure),None,,2020-01-01 -29,ambulatory,Encounter for check up (procedure),None,,2019-10-01 -29,ambulatory,Encounter for check up (procedure),None,,2019-04-01 -29,ambulatory,Encounter for check up (procedure),None,,2019-02-01 -29,ambulatory,Encounter for check up (procedure),None,,2018-12-01 -29,ambulatory,Encounter for check up (procedure),None,,2018-11-01 -29,ambulatory,Encounter for check up (procedure),None,,2017-07-01 -29,ambulatory,Encounter for check up (procedure),None,,2016-10-01 -29,ambulatory,Encounter for check up (procedure),None,,2016-06-01 -29,ambulatory,Encounter for check up (procedure),None,None,2022-11-01 -29,ambulatory,Encounter for check up (procedure),None,None,2022-07-01 -29,ambulatory,Encounter for check up (procedure),None,None,2022-06-01 -29,ambulatory,Encounter for check up (procedure),None,None,2020-05-01 -29,ambulatory,Encounter for check up (procedure),None,None,2020-01-01 -29,ambulatory,Encounter for check up (procedure),None,None,2019-10-01 -29,ambulatory,Encounter for check up (procedure),None,None,2019-04-01 -29,ambulatory,Encounter for check up (procedure),None,None,2019-02-01 -29,ambulatory,Encounter for check up (procedure),None,None,2018-12-01 -29,ambulatory,Encounter for check up (procedure),None,None,2018-11-01 -29,ambulatory,Encounter for check up (procedure),None,None,2017-07-01 -29,ambulatory,Encounter for check up (procedure),None,None,2016-10-01 -29,ambulatory,Encounter for check up (procedure),None,None,2016-06-01 -28,,Well child visit (procedure),,,2023-02-01 -28,,Well child visit (procedure),,,2020-01-01 -28,,Well child visit (procedure),,,2017-05-01 -28,,Well child visit (procedure),,,2016-10-01 -28,,Well child visit (procedure),,None,2023-02-01 -28,,Well child visit (procedure),,None,2020-01-01 -28,,Well child visit (procedure),,None,2017-05-01 -28,,Well child visit (procedure),,None,2016-10-01 -28,,Well child visit (procedure),None,,2023-02-01 -28,,Well child visit (procedure),None,,2020-01-01 -28,,Well child visit (procedure),None,,2017-05-01 -28,,Well child visit (procedure),None,,2016-10-01 -28,,Well child visit (procedure),None,None,2023-02-01 -28,,Well child visit (procedure),None,None,2020-01-01 -28,,Well child visit (procedure),None,None,2017-05-01 -28,,Well child visit (procedure),None,None,2016-10-01 -28,,Urgent care clinic (environment),,,2021-12-01 -28,,Urgent care clinic (environment),,,2021-06-01 -28,,Urgent care clinic (environment),,,2020-09-01 -28,,Urgent care clinic (environment),,,2020-01-01 -28,,Urgent care clinic (environment),,,2018-03-01 -28,,Urgent care clinic (environment),,,2016-11-01 -28,,Urgent care clinic (environment),,None,2021-12-01 -28,,Urgent care clinic (environment),,None,2021-06-01 -28,,Urgent care clinic (environment),,None,2020-09-01 -28,,Urgent care clinic (environment),,None,2020-01-01 -28,,Urgent care clinic (environment),,None,2018-03-01 -28,,Urgent care clinic (environment),,None,2016-11-01 -28,,Urgent care clinic (environment),None,,2021-12-01 -28,,Urgent care clinic (environment),None,,2021-06-01 -28,,Urgent care clinic (environment),None,,2020-09-01 -28,,Urgent care clinic (environment),None,,2020-01-01 -28,,Urgent care clinic (environment),None,,2018-03-01 -28,,Urgent care clinic (environment),None,,2016-11-01 -28,,Urgent care clinic (environment),None,None,2021-12-01 -28,,Urgent care clinic (environment),None,None,2021-06-01 -28,,Urgent care clinic (environment),None,None,2020-09-01 -28,,Urgent care clinic (environment),None,None,2020-01-01 -28,,Urgent care clinic (environment),None,None,2018-03-01 -28,,Urgent care clinic (environment),None,None,2016-11-01 -28,,Encounter for symptom,,,2022-04-01 -28,,Encounter for symptom,,,2019-03-01 -28,,Encounter for symptom,,,2018-12-01 -28,,Encounter for symptom,,None,2022-04-01 -28,,Encounter for symptom,,None,2019-03-01 -28,,Encounter for symptom,,None,2018-12-01 -28,,Encounter for symptom,None,,2022-04-01 -28,,Encounter for symptom,None,,2019-03-01 -28,,Encounter for symptom,None,,2018-12-01 -28,,Encounter for symptom,None,None,2022-04-01 -28,,Encounter for symptom,None,None,2019-03-01 -28,,Encounter for symptom,None,None,2018-12-01 -28,,Encounter for check up (procedure),,,2017-12-01 -28,,Encounter for check up (procedure),,,2017-08-01 -28,,Encounter for check up (procedure),,None,2017-12-01 -28,,Encounter for check up (procedure),,None,2017-08-01 -28,,Encounter for check up (procedure),None,,2017-12-01 -28,,Encounter for check up (procedure),None,,2017-08-01 -28,,Encounter for check up (procedure),None,None,2017-12-01 -28,,Encounter for check up (procedure),None,None,2017-08-01 -28,ambulatory,Well child visit (procedure),,,2023-02-01 -28,ambulatory,Well child visit (procedure),,,2020-01-01 -28,ambulatory,Well child visit (procedure),,,2017-05-01 -28,ambulatory,Well child visit (procedure),,,2016-10-01 -28,ambulatory,Well child visit (procedure),,None,2023-02-01 -28,ambulatory,Well child visit (procedure),,None,2020-01-01 -28,ambulatory,Well child visit (procedure),,None,2017-05-01 -28,ambulatory,Well child visit (procedure),,None,2016-10-01 -28,ambulatory,Well child visit (procedure),None,,2023-02-01 -28,ambulatory,Well child visit (procedure),None,,2020-01-01 -28,ambulatory,Well child visit (procedure),None,,2017-05-01 -28,ambulatory,Well child visit (procedure),None,,2016-10-01 -28,ambulatory,Well child visit (procedure),None,None,2023-02-01 -28,ambulatory,Well child visit (procedure),None,None,2020-01-01 -28,ambulatory,Well child visit (procedure),None,None,2017-05-01 -28,ambulatory,Well child visit (procedure),None,None,2016-10-01 -28,ambulatory,Urgent care clinic (environment),,,2021-12-01 -28,ambulatory,Urgent care clinic (environment),,,2021-06-01 -28,ambulatory,Urgent care clinic (environment),,,2020-09-01 -28,ambulatory,Urgent care clinic (environment),,,2020-01-01 -28,ambulatory,Urgent care clinic (environment),,,2018-03-01 -28,ambulatory,Urgent care clinic (environment),,,2016-11-01 -28,ambulatory,Urgent care clinic (environment),,None,2021-12-01 -28,ambulatory,Urgent care clinic (environment),,None,2021-06-01 -28,ambulatory,Urgent care clinic (environment),,None,2020-09-01 -28,ambulatory,Urgent care clinic (environment),,None,2020-01-01 -28,ambulatory,Urgent care clinic (environment),,None,2018-03-01 -28,ambulatory,Urgent care clinic (environment),,None,2016-11-01 -28,ambulatory,Urgent care clinic (environment),None,,2021-12-01 -28,ambulatory,Urgent care clinic (environment),None,,2021-06-01 -28,ambulatory,Urgent care clinic (environment),None,,2020-09-01 -28,ambulatory,Urgent care clinic (environment),None,,2020-01-01 -28,ambulatory,Urgent care clinic (environment),None,,2018-03-01 -28,ambulatory,Urgent care clinic (environment),None,,2016-11-01 -28,ambulatory,Urgent care clinic (environment),None,None,2021-12-01 -28,ambulatory,Urgent care clinic (environment),None,None,2021-06-01 -28,ambulatory,Urgent care clinic (environment),None,None,2020-09-01 -28,ambulatory,Urgent care clinic (environment),None,None,2020-01-01 -28,ambulatory,Urgent care clinic (environment),None,None,2018-03-01 -28,ambulatory,Urgent care clinic (environment),None,None,2016-11-01 -28,ambulatory,Encounter for symptom,,,2022-04-01 -28,ambulatory,Encounter for symptom,,,2020-11-01 -28,ambulatory,Encounter for symptom,,,2019-03-01 -28,ambulatory,Encounter for symptom,,,2018-12-01 -28,ambulatory,Encounter for symptom,,None,2022-04-01 -28,ambulatory,Encounter for symptom,,None,2020-11-01 -28,ambulatory,Encounter for symptom,,None,2019-03-01 -28,ambulatory,Encounter for symptom,,None,2018-12-01 -28,ambulatory,Encounter for symptom,None,,2022-04-01 -28,ambulatory,Encounter for symptom,None,,2020-11-01 -28,ambulatory,Encounter for symptom,None,,2019-03-01 -28,ambulatory,Encounter for symptom,None,,2018-12-01 -28,ambulatory,Encounter for symptom,None,None,2022-04-01 -28,ambulatory,Encounter for symptom,None,None,2020-11-01 -28,ambulatory,Encounter for symptom,None,None,2019-03-01 -28,ambulatory,Encounter for symptom,None,None,2018-12-01 -28,ambulatory,Encounter for check up (procedure),,,2017-12-01 -28,ambulatory,Encounter for check up (procedure),,,2017-08-01 -28,ambulatory,Encounter for check up (procedure),,None,2017-12-01 -28,ambulatory,Encounter for check up (procedure),,None,2017-08-01 -28,ambulatory,Encounter for check up (procedure),None,,2017-12-01 -28,ambulatory,Encounter for check up (procedure),None,,2017-08-01 -28,ambulatory,Encounter for check up (procedure),None,None,2017-12-01 -28,ambulatory,Encounter for check up (procedure),None,None,2017-08-01 -27,,Well child visit (procedure),,,2022-12-01 -27,,Well child visit (procedure),,,2021-10-01 -27,,Well child visit (procedure),,,2020-09-01 -27,,Well child visit (procedure),,,2018-02-01 -27,,Well child visit (procedure),,None,2022-12-01 -27,,Well child visit (procedure),,None,2021-10-01 -27,,Well child visit (procedure),,None,2020-09-01 -27,,Well child visit (procedure),,None,2018-02-01 -27,,Well child visit (procedure),None,,2022-12-01 -27,,Well child visit (procedure),None,,2021-10-01 -27,,Well child visit (procedure),None,,2020-09-01 -27,,Well child visit (procedure),None,,2018-02-01 -27,,Well child visit (procedure),None,None,2022-12-01 -27,,Well child visit (procedure),None,None,2021-10-01 -27,,Well child visit (procedure),None,None,2020-09-01 -27,,Well child visit (procedure),None,None,2018-02-01 -27,,Urgent care clinic (environment),,,2022-11-01 -27,,Urgent care clinic (environment),,,2022-07-01 -27,,Urgent care clinic (environment),,,2022-05-01 -27,,Urgent care clinic (environment),,,2016-07-01 -27,,Urgent care clinic (environment),,None,2022-11-01 -27,,Urgent care clinic (environment),,None,2022-07-01 -27,,Urgent care clinic (environment),,None,2022-05-01 -27,,Urgent care clinic (environment),,None,2016-07-01 -27,,Urgent care clinic (environment),None,,2022-11-01 -27,,Urgent care clinic (environment),None,,2022-07-01 -27,,Urgent care clinic (environment),None,,2022-05-01 -27,,Urgent care clinic (environment),None,,2016-07-01 -27,,Urgent care clinic (environment),None,None,2022-11-01 -27,,Urgent care clinic (environment),None,None,2022-07-01 -27,,Urgent care clinic (environment),None,None,2022-05-01 -27,,Urgent care clinic (environment),None,None,2016-07-01 -27,,Prenatal visit,,,2023-03-01 -27,,Prenatal visit,,,2022-05-01 -27,,Prenatal visit,,None,2023-03-01 -27,,Prenatal visit,,None,2022-05-01 -27,,Prenatal visit,None,,2023-03-01 -27,,Prenatal visit,None,,2022-05-01 -27,,Prenatal visit,None,None,2023-03-01 -27,,Prenatal visit,None,None,2022-05-01 -27,,Encounter for symptom,,,2020-06-01 -27,,Encounter for symptom,,,2019-10-01 -27,,Encounter for symptom,,,2017-12-01 -27,,Encounter for symptom,,,2017-03-01 -27,,Encounter for symptom,,,2016-07-01 -27,,Encounter for symptom,,None,2020-06-01 -27,,Encounter for symptom,,None,2019-10-01 -27,,Encounter for symptom,,None,2017-12-01 -27,,Encounter for symptom,,None,2017-03-01 -27,,Encounter for symptom,,None,2016-07-01 -27,,Encounter for symptom,None,,2020-06-01 -27,,Encounter for symptom,None,,2019-10-01 -27,,Encounter for symptom,None,,2017-12-01 -27,,Encounter for symptom,None,,2017-03-01 -27,,Encounter for symptom,None,,2016-07-01 -27,,Encounter for symptom,None,None,2020-06-01 -27,,Encounter for symptom,None,None,2019-10-01 -27,,Encounter for symptom,None,None,2017-12-01 -27,,Encounter for symptom,None,None,2017-03-01 -27,,Encounter for symptom,None,None,2016-07-01 -27,,Encounter for check up (procedure),,,2022-04-01 -27,,Encounter for check up (procedure),,,2019-07-01 -27,,Encounter for check up (procedure),,,2018-05-01 -27,,Encounter for check up (procedure),,,2017-02-01 -27,,Encounter for check up (procedure),,,2016-08-01 -27,,Encounter for check up (procedure),,None,2022-04-01 -27,,Encounter for check up (procedure),,None,2019-07-01 -27,,Encounter for check up (procedure),,None,2018-05-01 -27,,Encounter for check up (procedure),,None,2017-02-01 -27,,Encounter for check up (procedure),,None,2016-08-01 -27,,Encounter for check up (procedure),None,,2022-04-01 -27,,Encounter for check up (procedure),None,,2019-07-01 -27,,Encounter for check up (procedure),None,,2018-05-01 -27,,Encounter for check up (procedure),None,,2017-02-01 -27,,Encounter for check up (procedure),None,,2016-08-01 -27,,Encounter for check up (procedure),None,None,2022-04-01 -27,,Encounter for check up (procedure),None,None,2019-07-01 -27,,Encounter for check up (procedure),None,None,2018-05-01 -27,,Encounter for check up (procedure),None,None,2017-02-01 -27,,Encounter for check up (procedure),None,None,2016-08-01 -27,ambulatory,Well child visit (procedure),,,2022-12-01 -27,ambulatory,Well child visit (procedure),,,2021-10-01 -27,ambulatory,Well child visit (procedure),,,2020-09-01 -27,ambulatory,Well child visit (procedure),,,2018-02-01 -27,ambulatory,Well child visit (procedure),,None,2022-12-01 -27,ambulatory,Well child visit (procedure),,None,2021-10-01 -27,ambulatory,Well child visit (procedure),,None,2020-09-01 -27,ambulatory,Well child visit (procedure),,None,2018-02-01 -27,ambulatory,Well child visit (procedure),None,,2022-12-01 -27,ambulatory,Well child visit (procedure),None,,2021-10-01 -27,ambulatory,Well child visit (procedure),None,,2020-09-01 -27,ambulatory,Well child visit (procedure),None,,2018-02-01 -27,ambulatory,Well child visit (procedure),None,None,2022-12-01 -27,ambulatory,Well child visit (procedure),None,None,2021-10-01 -27,ambulatory,Well child visit (procedure),None,None,2020-09-01 -27,ambulatory,Well child visit (procedure),None,None,2018-02-01 -27,ambulatory,Urgent care clinic (environment),,,2022-11-01 -27,ambulatory,Urgent care clinic (environment),,,2022-07-01 -27,ambulatory,Urgent care clinic (environment),,,2022-05-01 -27,ambulatory,Urgent care clinic (environment),,,2016-07-01 -27,ambulatory,Urgent care clinic (environment),,None,2022-11-01 -27,ambulatory,Urgent care clinic (environment),,None,2022-07-01 -27,ambulatory,Urgent care clinic (environment),,None,2022-05-01 -27,ambulatory,Urgent care clinic (environment),,None,2016-07-01 -27,ambulatory,Urgent care clinic (environment),None,,2022-11-01 -27,ambulatory,Urgent care clinic (environment),None,,2022-07-01 -27,ambulatory,Urgent care clinic (environment),None,,2022-05-01 -27,ambulatory,Urgent care clinic (environment),None,,2016-07-01 -27,ambulatory,Urgent care clinic (environment),None,None,2022-11-01 -27,ambulatory,Urgent care clinic (environment),None,None,2022-07-01 -27,ambulatory,Urgent care clinic (environment),None,None,2022-05-01 -27,ambulatory,Urgent care clinic (environment),None,None,2016-07-01 -27,ambulatory,Prenatal visit,,,2023-03-01 -27,ambulatory,Prenatal visit,,,2022-05-01 -27,ambulatory,Prenatal visit,,None,2023-03-01 -27,ambulatory,Prenatal visit,,None,2022-05-01 -27,ambulatory,Prenatal visit,None,,2023-03-01 -27,ambulatory,Prenatal visit,None,,2022-05-01 -27,ambulatory,Prenatal visit,None,None,2023-03-01 -27,ambulatory,Prenatal visit,None,None,2022-05-01 -27,ambulatory,Encounter for symptom,,,2019-10-01 -27,ambulatory,Encounter for symptom,,,2017-12-01 -27,ambulatory,Encounter for symptom,,,2017-03-01 -27,ambulatory,Encounter for symptom,,,2016-07-01 -27,ambulatory,Encounter for symptom,,None,2019-10-01 -27,ambulatory,Encounter for symptom,,None,2017-12-01 -27,ambulatory,Encounter for symptom,,None,2017-03-01 -27,ambulatory,Encounter for symptom,,None,2016-07-01 -27,ambulatory,Encounter for symptom,None,,2019-10-01 -27,ambulatory,Encounter for symptom,None,,2017-12-01 -27,ambulatory,Encounter for symptom,None,,2017-03-01 -27,ambulatory,Encounter for symptom,None,,2016-07-01 -27,ambulatory,Encounter for symptom,None,None,2019-10-01 -27,ambulatory,Encounter for symptom,None,None,2017-12-01 -27,ambulatory,Encounter for symptom,None,None,2017-03-01 -27,ambulatory,Encounter for symptom,None,None,2016-07-01 -27,ambulatory,Encounter for check up (procedure),,,2022-04-01 -27,ambulatory,Encounter for check up (procedure),,,2019-07-01 -27,ambulatory,Encounter for check up (procedure),,,2018-05-01 -27,ambulatory,Encounter for check up (procedure),,,2017-02-01 -27,ambulatory,Encounter for check up (procedure),,,2016-08-01 -27,ambulatory,Encounter for check up (procedure),,None,2022-04-01 -27,ambulatory,Encounter for check up (procedure),,None,2019-07-01 -27,ambulatory,Encounter for check up (procedure),,None,2018-05-01 -27,ambulatory,Encounter for check up (procedure),,None,2017-02-01 -27,ambulatory,Encounter for check up (procedure),,None,2016-08-01 -27,ambulatory,Encounter for check up (procedure),None,,2022-04-01 -27,ambulatory,Encounter for check up (procedure),None,,2019-07-01 -27,ambulatory,Encounter for check up (procedure),None,,2018-05-01 -27,ambulatory,Encounter for check up (procedure),None,,2017-02-01 -27,ambulatory,Encounter for check up (procedure),None,,2016-08-01 -27,ambulatory,Encounter for check up (procedure),None,None,2022-04-01 -27,ambulatory,Encounter for check up (procedure),None,None,2019-07-01 -27,ambulatory,Encounter for check up (procedure),None,None,2018-05-01 -27,ambulatory,Encounter for check up (procedure),None,None,2017-02-01 -27,ambulatory,Encounter for check up (procedure),None,None,2016-08-01 -26,,Well child visit (procedure),,,2020-02-01 -26,,Well child visit (procedure),,None,2020-02-01 -26,,Well child visit (procedure),None,,2020-02-01 -26,,Well child visit (procedure),None,None,2020-02-01 -26,,Urgent care clinic (environment),,,2022-02-01 -26,,Urgent care clinic (environment),,,2022-01-01 -26,,Urgent care clinic (environment),,,2021-11-01 -26,,Urgent care clinic (environment),,,2021-04-01 -26,,Urgent care clinic (environment),,,2021-03-01 -26,,Urgent care clinic (environment),,,2020-11-01 -26,,Urgent care clinic (environment),,,2020-08-01 -26,,Urgent care clinic (environment),,,2019-06-01 -26,,Urgent care clinic (environment),,,2018-09-01 -26,,Urgent care clinic (environment),,,2018-05-01 -26,,Urgent care clinic (environment),,,2017-12-01 -26,,Urgent care clinic (environment),,,2016-08-01 -26,,Urgent care clinic (environment),,None,2022-02-01 -26,,Urgent care clinic (environment),,None,2022-01-01 -26,,Urgent care clinic (environment),,None,2021-11-01 -26,,Urgent care clinic (environment),,None,2021-04-01 -26,,Urgent care clinic (environment),,None,2021-03-01 -26,,Urgent care clinic (environment),,None,2020-11-01 -26,,Urgent care clinic (environment),,None,2020-08-01 -26,,Urgent care clinic (environment),,None,2019-06-01 -26,,Urgent care clinic (environment),,None,2018-09-01 -26,,Urgent care clinic (environment),,None,2018-05-01 -26,,Urgent care clinic (environment),,None,2017-12-01 -26,,Urgent care clinic (environment),,None,2016-08-01 -26,,Urgent care clinic (environment),None,,2022-02-01 -26,,Urgent care clinic (environment),None,,2022-01-01 -26,,Urgent care clinic (environment),None,,2021-11-01 -26,,Urgent care clinic (environment),None,,2021-04-01 -26,,Urgent care clinic (environment),None,,2021-03-01 -26,,Urgent care clinic (environment),None,,2020-11-01 -26,,Urgent care clinic (environment),None,,2020-08-01 -26,,Urgent care clinic (environment),None,,2019-06-01 -26,,Urgent care clinic (environment),None,,2018-09-01 -26,,Urgent care clinic (environment),None,,2018-05-01 -26,,Urgent care clinic (environment),None,,2017-12-01 -26,,Urgent care clinic (environment),None,,2016-08-01 -26,,Urgent care clinic (environment),None,None,2022-02-01 -26,,Urgent care clinic (environment),None,None,2022-01-01 -26,,Urgent care clinic (environment),None,None,2021-11-01 -26,,Urgent care clinic (environment),None,None,2021-04-01 -26,,Urgent care clinic (environment),None,None,2021-03-01 -26,,Urgent care clinic (environment),None,None,2020-11-01 -26,,Urgent care clinic (environment),None,None,2020-08-01 -26,,Urgent care clinic (environment),None,None,2019-06-01 -26,,Urgent care clinic (environment),None,None,2018-09-01 -26,,Urgent care clinic (environment),None,None,2018-05-01 -26,,Urgent care clinic (environment),None,None,2017-12-01 -26,,Urgent care clinic (environment),None,None,2016-08-01 -26,,Prenatal visit,,,2020-04-01 -26,,Prenatal visit,,None,2020-04-01 -26,,Prenatal visit,None,,2020-04-01 -26,,Prenatal visit,None,None,2020-04-01 -26,,Encounter for symptom,,,2022-03-01 -26,,Encounter for symptom,,,2021-08-01 -26,,Encounter for symptom,,,2021-04-01 -26,,Encounter for symptom,,,2017-07-01 -26,,Encounter for symptom,,,2016-08-01 -26,,Encounter for symptom,,None,2022-03-01 -26,,Encounter for symptom,,None,2021-08-01 -26,,Encounter for symptom,,None,2021-04-01 -26,,Encounter for symptom,,None,2017-07-01 -26,,Encounter for symptom,,None,2016-08-01 -26,,Encounter for symptom,None,,2022-03-01 -26,,Encounter for symptom,None,,2021-08-01 -26,,Encounter for symptom,None,,2021-04-01 -26,,Encounter for symptom,None,,2017-07-01 -26,,Encounter for symptom,None,,2016-08-01 -26,,Encounter for symptom,None,None,2022-03-01 -26,,Encounter for symptom,None,None,2021-08-01 -26,,Encounter for symptom,None,None,2021-04-01 -26,,Encounter for symptom,None,None,2017-07-01 -26,,Encounter for symptom,None,None,2016-08-01 -26,,Encounter for check up (procedure),,,2021-01-01 -26,,Encounter for check up (procedure),,,2020-09-01 -26,,Encounter for check up (procedure),,,2018-07-01 -26,,Encounter for check up (procedure),,None,2021-01-01 -26,,Encounter for check up (procedure),,None,2020-09-01 -26,,Encounter for check up (procedure),,None,2018-07-01 -26,,Encounter for check up (procedure),None,,2021-01-01 -26,,Encounter for check up (procedure),None,,2020-09-01 -26,,Encounter for check up (procedure),None,,2018-07-01 -26,,Encounter for check up (procedure),None,None,2021-01-01 -26,,Encounter for check up (procedure),None,None,2020-09-01 -26,,Encounter for check up (procedure),None,None,2018-07-01 -26,emergency,,,,2017-07-01 -26,emergency,,,None,2017-07-01 -26,emergency,,None,,2017-07-01 -26,emergency,,None,None,2017-07-01 -26,ambulatory,Well child visit (procedure),,,2020-02-01 -26,ambulatory,Well child visit (procedure),,None,2020-02-01 -26,ambulatory,Well child visit (procedure),None,,2020-02-01 -26,ambulatory,Well child visit (procedure),None,None,2020-02-01 -26,ambulatory,Urgent care clinic (environment),,,2022-02-01 -26,ambulatory,Urgent care clinic (environment),,,2022-01-01 -26,ambulatory,Urgent care clinic (environment),,,2021-11-01 -26,ambulatory,Urgent care clinic (environment),,,2021-04-01 -26,ambulatory,Urgent care clinic (environment),,,2021-03-01 -26,ambulatory,Urgent care clinic (environment),,,2020-11-01 -26,ambulatory,Urgent care clinic (environment),,,2020-08-01 -26,ambulatory,Urgent care clinic (environment),,,2019-06-01 -26,ambulatory,Urgent care clinic (environment),,,2018-09-01 -26,ambulatory,Urgent care clinic (environment),,,2018-05-01 -26,ambulatory,Urgent care clinic (environment),,,2017-12-01 -26,ambulatory,Urgent care clinic (environment),,,2016-08-01 -26,ambulatory,Urgent care clinic (environment),,None,2022-02-01 -26,ambulatory,Urgent care clinic (environment),,None,2022-01-01 -26,ambulatory,Urgent care clinic (environment),,None,2021-11-01 -26,ambulatory,Urgent care clinic (environment),,None,2021-04-01 -26,ambulatory,Urgent care clinic (environment),,None,2021-03-01 -26,ambulatory,Urgent care clinic (environment),,None,2020-11-01 -26,ambulatory,Urgent care clinic (environment),,None,2020-08-01 -26,ambulatory,Urgent care clinic (environment),,None,2019-06-01 -26,ambulatory,Urgent care clinic (environment),,None,2018-09-01 -26,ambulatory,Urgent care clinic (environment),,None,2018-05-01 -26,ambulatory,Urgent care clinic (environment),,None,2017-12-01 -26,ambulatory,Urgent care clinic (environment),,None,2016-08-01 -26,ambulatory,Urgent care clinic (environment),None,,2022-02-01 -26,ambulatory,Urgent care clinic (environment),None,,2022-01-01 -26,ambulatory,Urgent care clinic (environment),None,,2021-11-01 -26,ambulatory,Urgent care clinic (environment),None,,2021-04-01 -26,ambulatory,Urgent care clinic (environment),None,,2021-03-01 -26,ambulatory,Urgent care clinic (environment),None,,2020-11-01 -26,ambulatory,Urgent care clinic (environment),None,,2020-08-01 -26,ambulatory,Urgent care clinic (environment),None,,2019-06-01 -26,ambulatory,Urgent care clinic (environment),None,,2018-09-01 -26,ambulatory,Urgent care clinic (environment),None,,2018-05-01 -26,ambulatory,Urgent care clinic (environment),None,,2017-12-01 -26,ambulatory,Urgent care clinic (environment),None,,2016-08-01 -26,ambulatory,Urgent care clinic (environment),None,None,2022-02-01 -26,ambulatory,Urgent care clinic (environment),None,None,2022-01-01 -26,ambulatory,Urgent care clinic (environment),None,None,2021-11-01 -26,ambulatory,Urgent care clinic (environment),None,None,2021-04-01 -26,ambulatory,Urgent care clinic (environment),None,None,2021-03-01 -26,ambulatory,Urgent care clinic (environment),None,None,2020-11-01 -26,ambulatory,Urgent care clinic (environment),None,None,2020-08-01 -26,ambulatory,Urgent care clinic (environment),None,None,2019-06-01 -26,ambulatory,Urgent care clinic (environment),None,None,2018-09-01 -26,ambulatory,Urgent care clinic (environment),None,None,2018-05-01 -26,ambulatory,Urgent care clinic (environment),None,None,2017-12-01 -26,ambulatory,Urgent care clinic (environment),None,None,2016-08-01 -26,ambulatory,Prenatal visit,,,2020-04-01 -26,ambulatory,Prenatal visit,,None,2020-04-01 -26,ambulatory,Prenatal visit,None,,2020-04-01 -26,ambulatory,Prenatal visit,None,None,2020-04-01 -26,ambulatory,Encounter for symptom,,,2022-03-01 -26,ambulatory,Encounter for symptom,,,2021-08-01 -26,ambulatory,Encounter for symptom,,,2021-04-01 -26,ambulatory,Encounter for symptom,,,2020-06-01 -26,ambulatory,Encounter for symptom,,,2017-07-01 -26,ambulatory,Encounter for symptom,,,2016-08-01 -26,ambulatory,Encounter for symptom,,None,2022-03-01 -26,ambulatory,Encounter for symptom,,None,2021-08-01 -26,ambulatory,Encounter for symptom,,None,2021-04-01 -26,ambulatory,Encounter for symptom,,None,2020-06-01 -26,ambulatory,Encounter for symptom,,None,2017-07-01 -26,ambulatory,Encounter for symptom,,None,2016-08-01 -26,ambulatory,Encounter for symptom,None,,2022-03-01 -26,ambulatory,Encounter for symptom,None,,2021-08-01 -26,ambulatory,Encounter for symptom,None,,2021-04-01 -26,ambulatory,Encounter for symptom,None,,2020-06-01 -26,ambulatory,Encounter for symptom,None,,2017-07-01 -26,ambulatory,Encounter for symptom,None,,2016-08-01 -26,ambulatory,Encounter for symptom,None,None,2022-03-01 -26,ambulatory,Encounter for symptom,None,None,2021-08-01 -26,ambulatory,Encounter for symptom,None,None,2021-04-01 -26,ambulatory,Encounter for symptom,None,None,2020-06-01 -26,ambulatory,Encounter for symptom,None,None,2017-07-01 -26,ambulatory,Encounter for symptom,None,None,2016-08-01 -26,ambulatory,Encounter for check up (procedure),,,2021-01-01 -26,ambulatory,Encounter for check up (procedure),,,2020-09-01 -26,ambulatory,Encounter for check up (procedure),,,2018-07-01 -26,ambulatory,Encounter for check up (procedure),,None,2021-01-01 -26,ambulatory,Encounter for check up (procedure),,None,2020-09-01 -26,ambulatory,Encounter for check up (procedure),,None,2018-07-01 -26,ambulatory,Encounter for check up (procedure),None,,2021-01-01 -26,ambulatory,Encounter for check up (procedure),None,,2020-09-01 -26,ambulatory,Encounter for check up (procedure),None,,2018-07-01 -26,ambulatory,Encounter for check up (procedure),None,None,2021-01-01 -26,ambulatory,Encounter for check up (procedure),None,None,2020-09-01 -26,ambulatory,Encounter for check up (procedure),None,None,2018-07-01 -25,,Well child visit (procedure),,,2019-09-01 -25,,Well child visit (procedure),,,2018-12-01 -25,,Well child visit (procedure),,,2017-02-01 -25,,Well child visit (procedure),,,2016-12-01 -25,,Well child visit (procedure),,None,2019-09-01 -25,,Well child visit (procedure),,None,2018-12-01 -25,,Well child visit (procedure),,None,2017-02-01 -25,,Well child visit (procedure),,None,2016-12-01 -25,,Well child visit (procedure),None,,2019-09-01 -25,,Well child visit (procedure),None,,2018-12-01 -25,,Well child visit (procedure),None,,2017-02-01 -25,,Well child visit (procedure),None,,2016-12-01 -25,,Well child visit (procedure),None,None,2019-09-01 -25,,Well child visit (procedure),None,None,2018-12-01 -25,,Well child visit (procedure),None,None,2017-02-01 -25,,Well child visit (procedure),None,None,2016-12-01 -25,,Urgent care clinic (environment),,,2022-12-01 -25,,Urgent care clinic (environment),,,2022-10-01 -25,,Urgent care clinic (environment),,,2022-04-01 -25,,Urgent care clinic (environment),,,2021-10-01 -25,,Urgent care clinic (environment),,,2021-01-01 -25,,Urgent care clinic (environment),,,2019-11-01 -25,,Urgent care clinic (environment),,,2018-11-01 -25,,Urgent care clinic (environment),,,2018-04-01 -25,,Urgent care clinic (environment),,,2017-07-01 -25,,Urgent care clinic (environment),,,2017-04-01 -25,,Urgent care clinic (environment),,None,2022-12-01 -25,,Urgent care clinic (environment),,None,2022-10-01 -25,,Urgent care clinic (environment),,None,2022-04-01 -25,,Urgent care clinic (environment),,None,2021-10-01 -25,,Urgent care clinic (environment),,None,2021-01-01 -25,,Urgent care clinic (environment),,None,2019-11-01 -25,,Urgent care clinic (environment),,None,2018-11-01 -25,,Urgent care clinic (environment),,None,2018-04-01 -25,,Urgent care clinic (environment),,None,2017-07-01 -25,,Urgent care clinic (environment),,None,2017-04-01 -25,,Urgent care clinic (environment),None,,2022-12-01 -25,,Urgent care clinic (environment),None,,2022-10-01 -25,,Urgent care clinic (environment),None,,2022-04-01 -25,,Urgent care clinic (environment),None,,2021-10-01 -25,,Urgent care clinic (environment),None,,2021-01-01 -25,,Urgent care clinic (environment),None,,2019-11-01 -25,,Urgent care clinic (environment),None,,2018-11-01 -25,,Urgent care clinic (environment),None,,2018-04-01 -25,,Urgent care clinic (environment),None,,2017-07-01 -25,,Urgent care clinic (environment),None,,2017-04-01 -25,,Urgent care clinic (environment),None,None,2022-12-01 -25,,Urgent care clinic (environment),None,None,2022-10-01 -25,,Urgent care clinic (environment),None,None,2022-04-01 -25,,Urgent care clinic (environment),None,None,2021-10-01 -25,,Urgent care clinic (environment),None,None,2021-01-01 -25,,Urgent care clinic (environment),None,None,2019-11-01 -25,,Urgent care clinic (environment),None,None,2018-11-01 -25,,Urgent care clinic (environment),None,None,2018-04-01 -25,,Urgent care clinic (environment),None,None,2017-07-01 -25,,Urgent care clinic (environment),None,None,2017-04-01 -25,,Prenatal visit,,,2021-11-01 -25,,Prenatal visit,,,2016-07-01 -25,,Prenatal visit,,,2016-06-01 -25,,Prenatal visit,,None,2021-11-01 -25,,Prenatal visit,,None,2016-07-01 -25,,Prenatal visit,,None,2016-06-01 -25,,Prenatal visit,None,,2021-11-01 -25,,Prenatal visit,None,,2016-07-01 -25,,Prenatal visit,None,,2016-06-01 -25,,Prenatal visit,None,None,2021-11-01 -25,,Prenatal visit,None,None,2016-07-01 -25,,Prenatal visit,None,None,2016-06-01 -25,,Hospital admission (procedure),,, -25,,Hospital admission (procedure),,None, -25,,Hospital admission (procedure),None,, -25,,Hospital admission (procedure),None,None, -25,,Encounter for symptom,,,2019-09-01 -25,,Encounter for symptom,,,2019-07-01 -25,,Encounter for symptom,,,2018-01-01 -25,,Encounter for symptom,,,2016-09-01 -25,,Encounter for symptom,,None,2019-09-01 -25,,Encounter for symptom,,None,2019-07-01 -25,,Encounter for symptom,,None,2018-01-01 -25,,Encounter for symptom,,None,2016-09-01 -25,,Encounter for symptom,None,,2019-09-01 -25,,Encounter for symptom,None,,2019-07-01 -25,,Encounter for symptom,None,,2018-01-01 -25,,Encounter for symptom,None,,2016-09-01 -25,,Encounter for symptom,None,None,2019-09-01 -25,,Encounter for symptom,None,None,2019-07-01 -25,,Encounter for symptom,None,None,2018-01-01 -25,,Encounter for symptom,None,None,2016-09-01 -25,,Encounter for check up (procedure),,,2022-08-01 -25,,Encounter for check up (procedure),,,2020-04-01 -25,,Encounter for check up (procedure),,,2019-09-01 -25,,Encounter for check up (procedure),,,2017-06-01 -25,,Encounter for check up (procedure),,,2016-07-01 -25,,Encounter for check up (procedure),,None,2022-08-01 -25,,Encounter for check up (procedure),,None,2020-04-01 -25,,Encounter for check up (procedure),,None,2019-09-01 -25,,Encounter for check up (procedure),,None,2017-06-01 -25,,Encounter for check up (procedure),,None,2016-07-01 -25,,Encounter for check up (procedure),None,,2022-08-01 -25,,Encounter for check up (procedure),None,,2020-04-01 -25,,Encounter for check up (procedure),None,,2019-09-01 -25,,Encounter for check up (procedure),None,,2017-06-01 -25,,Encounter for check up (procedure),None,,2016-07-01 -25,,Encounter for check up (procedure),None,None,2022-08-01 -25,,Encounter for check up (procedure),None,None,2020-04-01 -25,,Encounter for check up (procedure),None,None,2019-09-01 -25,,Encounter for check up (procedure),None,None,2017-06-01 -25,,Encounter for check up (procedure),None,None,2016-07-01 -25,emergency,,,,2018-06-01 -25,emergency,,,,2017-01-01 -25,emergency,,,None,2018-06-01 -25,emergency,,,None,2017-01-01 -25,emergency,,None,,2018-06-01 -25,emergency,,None,,2017-01-01 -25,emergency,,None,None,2018-06-01 -25,emergency,,None,None,2017-01-01 -25,ambulatory,Well child visit (procedure),,,2019-09-01 -25,ambulatory,Well child visit (procedure),,,2018-12-01 -25,ambulatory,Well child visit (procedure),,,2017-02-01 -25,ambulatory,Well child visit (procedure),,,2016-12-01 -25,ambulatory,Well child visit (procedure),,None,2019-09-01 -25,ambulatory,Well child visit (procedure),,None,2018-12-01 -25,ambulatory,Well child visit (procedure),,None,2017-02-01 -25,ambulatory,Well child visit (procedure),,None,2016-12-01 -25,ambulatory,Well child visit (procedure),None,,2019-09-01 -25,ambulatory,Well child visit (procedure),None,,2018-12-01 -25,ambulatory,Well child visit (procedure),None,,2017-02-01 -25,ambulatory,Well child visit (procedure),None,,2016-12-01 -25,ambulatory,Well child visit (procedure),None,None,2019-09-01 -25,ambulatory,Well child visit (procedure),None,None,2018-12-01 -25,ambulatory,Well child visit (procedure),None,None,2017-02-01 -25,ambulatory,Well child visit (procedure),None,None,2016-12-01 -25,ambulatory,Urgent care clinic (environment),,,2022-12-01 -25,ambulatory,Urgent care clinic (environment),,,2022-10-01 -25,ambulatory,Urgent care clinic (environment),,,2022-04-01 -25,ambulatory,Urgent care clinic (environment),,,2021-10-01 -25,ambulatory,Urgent care clinic (environment),,,2021-01-01 -25,ambulatory,Urgent care clinic (environment),,,2019-11-01 -25,ambulatory,Urgent care clinic (environment),,,2018-11-01 -25,ambulatory,Urgent care clinic (environment),,,2018-04-01 -25,ambulatory,Urgent care clinic (environment),,,2017-07-01 -25,ambulatory,Urgent care clinic (environment),,,2017-04-01 -25,ambulatory,Urgent care clinic (environment),,None,2022-12-01 -25,ambulatory,Urgent care clinic (environment),,None,2022-10-01 -25,ambulatory,Urgent care clinic (environment),,None,2022-04-01 -25,ambulatory,Urgent care clinic (environment),,None,2021-10-01 -25,ambulatory,Urgent care clinic (environment),,None,2021-01-01 -25,ambulatory,Urgent care clinic (environment),,None,2019-11-01 -25,ambulatory,Urgent care clinic (environment),,None,2018-11-01 -25,ambulatory,Urgent care clinic (environment),,None,2018-04-01 -25,ambulatory,Urgent care clinic (environment),,None,2017-07-01 -25,ambulatory,Urgent care clinic (environment),,None,2017-04-01 -25,ambulatory,Urgent care clinic (environment),None,,2022-12-01 -25,ambulatory,Urgent care clinic (environment),None,,2022-10-01 -25,ambulatory,Urgent care clinic (environment),None,,2022-04-01 -25,ambulatory,Urgent care clinic (environment),None,,2021-10-01 -25,ambulatory,Urgent care clinic (environment),None,,2021-01-01 -25,ambulatory,Urgent care clinic (environment),None,,2019-11-01 -25,ambulatory,Urgent care clinic (environment),None,,2018-11-01 -25,ambulatory,Urgent care clinic (environment),None,,2018-04-01 -25,ambulatory,Urgent care clinic (environment),None,,2017-07-01 -25,ambulatory,Urgent care clinic (environment),None,,2017-04-01 -25,ambulatory,Urgent care clinic (environment),None,None,2022-12-01 -25,ambulatory,Urgent care clinic (environment),None,None,2022-10-01 -25,ambulatory,Urgent care clinic (environment),None,None,2022-04-01 -25,ambulatory,Urgent care clinic (environment),None,None,2021-10-01 -25,ambulatory,Urgent care clinic (environment),None,None,2021-01-01 -25,ambulatory,Urgent care clinic (environment),None,None,2019-11-01 -25,ambulatory,Urgent care clinic (environment),None,None,2018-11-01 -25,ambulatory,Urgent care clinic (environment),None,None,2018-04-01 -25,ambulatory,Urgent care clinic (environment),None,None,2017-07-01 -25,ambulatory,Urgent care clinic (environment),None,None,2017-04-01 -25,ambulatory,Prenatal visit,,,2021-11-01 -25,ambulatory,Prenatal visit,,,2016-07-01 -25,ambulatory,Prenatal visit,,,2016-06-01 -25,ambulatory,Prenatal visit,,None,2021-11-01 -25,ambulatory,Prenatal visit,,None,2016-07-01 -25,ambulatory,Prenatal visit,,None,2016-06-01 -25,ambulatory,Prenatal visit,None,,2021-11-01 -25,ambulatory,Prenatal visit,None,,2016-07-01 -25,ambulatory,Prenatal visit,None,,2016-06-01 -25,ambulatory,Prenatal visit,None,None,2021-11-01 -25,ambulatory,Prenatal visit,None,None,2016-07-01 -25,ambulatory,Prenatal visit,None,None,2016-06-01 -25,ambulatory,Encounter for symptom,,,2019-09-01 -25,ambulatory,Encounter for symptom,,,2019-07-01 -25,ambulatory,Encounter for symptom,,,2018-01-01 -25,ambulatory,Encounter for symptom,,,2016-09-01 -25,ambulatory,Encounter for symptom,,None,2019-09-01 -25,ambulatory,Encounter for symptom,,None,2019-07-01 -25,ambulatory,Encounter for symptom,,None,2018-01-01 -25,ambulatory,Encounter for symptom,,None,2016-09-01 -25,ambulatory,Encounter for symptom,None,,2019-09-01 -25,ambulatory,Encounter for symptom,None,,2019-07-01 -25,ambulatory,Encounter for symptom,None,,2018-01-01 -25,ambulatory,Encounter for symptom,None,,2016-09-01 -25,ambulatory,Encounter for symptom,None,None,2019-09-01 -25,ambulatory,Encounter for symptom,None,None,2019-07-01 -25,ambulatory,Encounter for symptom,None,None,2018-01-01 -25,ambulatory,Encounter for symptom,None,None,2016-09-01 -25,ambulatory,Encounter for check up (procedure),,,2022-08-01 -25,ambulatory,Encounter for check up (procedure),,,2020-04-01 -25,ambulatory,Encounter for check up (procedure),,,2019-09-01 -25,ambulatory,Encounter for check up (procedure),,,2017-06-01 -25,ambulatory,Encounter for check up (procedure),,,2016-07-01 -25,ambulatory,Encounter for check up (procedure),,None,2022-08-01 -25,ambulatory,Encounter for check up (procedure),,None,2020-04-01 -25,ambulatory,Encounter for check up (procedure),,None,2019-09-01 -25,ambulatory,Encounter for check up (procedure),,None,2017-06-01 -25,ambulatory,Encounter for check up (procedure),,None,2016-07-01 -25,ambulatory,Encounter for check up (procedure),None,,2022-08-01 -25,ambulatory,Encounter for check up (procedure),None,,2020-04-01 -25,ambulatory,Encounter for check up (procedure),None,,2019-09-01 -25,ambulatory,Encounter for check up (procedure),None,,2017-06-01 -25,ambulatory,Encounter for check up (procedure),None,,2016-07-01 -25,ambulatory,Encounter for check up (procedure),None,None,2022-08-01 -25,ambulatory,Encounter for check up (procedure),None,None,2020-04-01 -25,ambulatory,Encounter for check up (procedure),None,None,2019-09-01 -25,ambulatory,Encounter for check up (procedure),None,None,2017-06-01 -25,ambulatory,Encounter for check up (procedure),None,None,2016-07-01 -24,,Well child visit (procedure),,,2020-10-01 -24,,Well child visit (procedure),,,2018-11-01 -24,,Well child visit (procedure),,None,2020-10-01 -24,,Well child visit (procedure),,None,2018-11-01 -24,,Well child visit (procedure),None,,2020-10-01 -24,,Well child visit (procedure),None,,2018-11-01 -24,,Well child visit (procedure),None,None,2020-10-01 -24,,Well child visit (procedure),None,None,2018-11-01 -24,,Urgent care clinic (environment),,,2023-01-01 -24,,Urgent care clinic (environment),,,2022-09-01 -24,,Urgent care clinic (environment),,,2018-08-01 -24,,Urgent care clinic (environment),,,2018-02-01 -24,,Urgent care clinic (environment),,,2017-08-01 -24,,Urgent care clinic (environment),,,2017-01-01 -24,,Urgent care clinic (environment),,,2016-10-01 -24,,Urgent care clinic (environment),,None,2023-01-01 -24,,Urgent care clinic (environment),,None,2022-09-01 -24,,Urgent care clinic (environment),,None,2018-08-01 -24,,Urgent care clinic (environment),,None,2018-02-01 -24,,Urgent care clinic (environment),,None,2017-08-01 -24,,Urgent care clinic (environment),,None,2017-01-01 -24,,Urgent care clinic (environment),,None,2016-10-01 -24,,Urgent care clinic (environment),None,,2023-01-01 -24,,Urgent care clinic (environment),None,,2022-09-01 -24,,Urgent care clinic (environment),None,,2018-08-01 -24,,Urgent care clinic (environment),None,,2018-02-01 -24,,Urgent care clinic (environment),None,,2017-08-01 -24,,Urgent care clinic (environment),None,,2017-01-01 -24,,Urgent care clinic (environment),None,,2016-10-01 -24,,Urgent care clinic (environment),None,None,2023-01-01 -24,,Urgent care clinic (environment),None,None,2022-09-01 -24,,Urgent care clinic (environment),None,None,2018-08-01 -24,,Urgent care clinic (environment),None,None,2018-02-01 -24,,Urgent care clinic (environment),None,None,2017-08-01 -24,,Urgent care clinic (environment),None,None,2017-01-01 -24,,Urgent care clinic (environment),None,None,2016-10-01 -24,,Prenatal visit,,,2023-02-01 -24,,Prenatal visit,,,2022-12-01 -24,,Prenatal visit,,,2022-04-01 -24,,Prenatal visit,,,2022-01-01 -24,,Prenatal visit,,None,2023-02-01 -24,,Prenatal visit,,None,2022-12-01 -24,,Prenatal visit,,None,2022-04-01 -24,,Prenatal visit,,None,2022-01-01 -24,,Prenatal visit,None,,2023-02-01 -24,,Prenatal visit,None,,2022-12-01 -24,,Prenatal visit,None,,2022-04-01 -24,,Prenatal visit,None,,2022-01-01 -24,,Prenatal visit,None,None,2023-02-01 -24,,Prenatal visit,None,None,2022-12-01 -24,,Prenatal visit,None,None,2022-04-01 -24,,Prenatal visit,None,None,2022-01-01 -24,,Encounter for symptom,,,2023-03-01 -24,,Encounter for symptom,,,2022-01-01 -24,,Encounter for symptom,,,2021-06-01 -24,,Encounter for symptom,,,2020-05-01 -24,,Encounter for symptom,,,2018-06-01 -24,,Encounter for symptom,,,2018-02-01 -24,,Encounter for symptom,,,2017-11-01 -24,,Encounter for symptom,,None,2023-03-01 -24,,Encounter for symptom,,None,2022-01-01 -24,,Encounter for symptom,,None,2021-06-01 -24,,Encounter for symptom,,None,2020-05-01 -24,,Encounter for symptom,,None,2018-06-01 -24,,Encounter for symptom,,None,2018-02-01 -24,,Encounter for symptom,,None,2017-11-01 -24,,Encounter for symptom,None,,2023-03-01 -24,,Encounter for symptom,None,,2022-01-01 -24,,Encounter for symptom,None,,2021-06-01 -24,,Encounter for symptom,None,,2020-05-01 -24,,Encounter for symptom,None,,2018-06-01 -24,,Encounter for symptom,None,,2018-02-01 -24,,Encounter for symptom,None,,2017-11-01 -24,,Encounter for symptom,None,None,2023-03-01 -24,,Encounter for symptom,None,None,2022-01-01 -24,,Encounter for symptom,None,None,2021-06-01 -24,,Encounter for symptom,None,None,2020-05-01 -24,,Encounter for symptom,None,None,2018-06-01 -24,,Encounter for symptom,None,None,2018-02-01 -24,,Encounter for symptom,None,None,2017-11-01 -24,,Encounter for check up (procedure),,,2023-03-01 -24,,Encounter for check up (procedure),,,2022-02-01 -24,,Encounter for check up (procedure),,,2017-09-01 -24,,Encounter for check up (procedure),,None,2023-03-01 -24,,Encounter for check up (procedure),,None,2022-02-01 -24,,Encounter for check up (procedure),,None,2017-09-01 -24,,Encounter for check up (procedure),None,,2023-03-01 -24,,Encounter for check up (procedure),None,,2022-02-01 -24,,Encounter for check up (procedure),None,,2017-09-01 -24,,Encounter for check up (procedure),None,None,2023-03-01 -24,,Encounter for check up (procedure),None,None,2022-02-01 -24,,Encounter for check up (procedure),None,None,2017-09-01 -24,ambulatory,Well child visit (procedure),,,2020-10-01 -24,ambulatory,Well child visit (procedure),,,2018-11-01 -24,ambulatory,Well child visit (procedure),,None,2020-10-01 -24,ambulatory,Well child visit (procedure),,None,2018-11-01 -24,ambulatory,Well child visit (procedure),None,,2020-10-01 -24,ambulatory,Well child visit (procedure),None,,2018-11-01 -24,ambulatory,Well child visit (procedure),None,None,2020-10-01 -24,ambulatory,Well child visit (procedure),None,None,2018-11-01 -24,ambulatory,Urgent care clinic (environment),,,2023-01-01 -24,ambulatory,Urgent care clinic (environment),,,2022-09-01 -24,ambulatory,Urgent care clinic (environment),,,2018-08-01 -24,ambulatory,Urgent care clinic (environment),,,2018-02-01 -24,ambulatory,Urgent care clinic (environment),,,2017-08-01 -24,ambulatory,Urgent care clinic (environment),,,2017-01-01 -24,ambulatory,Urgent care clinic (environment),,,2016-10-01 -24,ambulatory,Urgent care clinic (environment),,None,2023-01-01 -24,ambulatory,Urgent care clinic (environment),,None,2022-09-01 -24,ambulatory,Urgent care clinic (environment),,None,2018-08-01 -24,ambulatory,Urgent care clinic (environment),,None,2018-02-01 -24,ambulatory,Urgent care clinic (environment),,None,2017-08-01 -24,ambulatory,Urgent care clinic (environment),,None,2017-01-01 -24,ambulatory,Urgent care clinic (environment),,None,2016-10-01 -24,ambulatory,Urgent care clinic (environment),None,,2023-01-01 -24,ambulatory,Urgent care clinic (environment),None,,2022-09-01 -24,ambulatory,Urgent care clinic (environment),None,,2018-08-01 -24,ambulatory,Urgent care clinic (environment),None,,2018-02-01 -24,ambulatory,Urgent care clinic (environment),None,,2017-08-01 -24,ambulatory,Urgent care clinic (environment),None,,2017-01-01 -24,ambulatory,Urgent care clinic (environment),None,,2016-10-01 -24,ambulatory,Urgent care clinic (environment),None,None,2023-01-01 -24,ambulatory,Urgent care clinic (environment),None,None,2022-09-01 -24,ambulatory,Urgent care clinic (environment),None,None,2018-08-01 -24,ambulatory,Urgent care clinic (environment),None,None,2018-02-01 -24,ambulatory,Urgent care clinic (environment),None,None,2017-08-01 -24,ambulatory,Urgent care clinic (environment),None,None,2017-01-01 -24,ambulatory,Urgent care clinic (environment),None,None,2016-10-01 -24,ambulatory,Prenatal visit,,,2023-02-01 -24,ambulatory,Prenatal visit,,,2022-12-01 -24,ambulatory,Prenatal visit,,,2022-04-01 -24,ambulatory,Prenatal visit,,,2022-01-01 -24,ambulatory,Prenatal visit,,None,2023-02-01 -24,ambulatory,Prenatal visit,,None,2022-12-01 -24,ambulatory,Prenatal visit,,None,2022-04-01 -24,ambulatory,Prenatal visit,,None,2022-01-01 -24,ambulatory,Prenatal visit,None,,2023-02-01 -24,ambulatory,Prenatal visit,None,,2022-12-01 -24,ambulatory,Prenatal visit,None,,2022-04-01 -24,ambulatory,Prenatal visit,None,,2022-01-01 -24,ambulatory,Prenatal visit,None,None,2023-02-01 -24,ambulatory,Prenatal visit,None,None,2022-12-01 -24,ambulatory,Prenatal visit,None,None,2022-04-01 -24,ambulatory,Prenatal visit,None,None,2022-01-01 -24,ambulatory,Encounter for symptom,,,2022-01-01 -24,ambulatory,Encounter for symptom,,,2021-06-01 -24,ambulatory,Encounter for symptom,,,2020-05-01 -24,ambulatory,Encounter for symptom,,,2018-06-01 -24,ambulatory,Encounter for symptom,,,2018-02-01 -24,ambulatory,Encounter for symptom,,,2017-11-01 -24,ambulatory,Encounter for symptom,,None,2022-01-01 -24,ambulatory,Encounter for symptom,,None,2021-06-01 -24,ambulatory,Encounter for symptom,,None,2020-05-01 -24,ambulatory,Encounter for symptom,,None,2018-06-01 -24,ambulatory,Encounter for symptom,,None,2018-02-01 -24,ambulatory,Encounter for symptom,,None,2017-11-01 -24,ambulatory,Encounter for symptom,None,,2022-01-01 -24,ambulatory,Encounter for symptom,None,,2021-06-01 -24,ambulatory,Encounter for symptom,None,,2020-05-01 -24,ambulatory,Encounter for symptom,None,,2018-06-01 -24,ambulatory,Encounter for symptom,None,,2018-02-01 -24,ambulatory,Encounter for symptom,None,,2017-11-01 -24,ambulatory,Encounter for symptom,None,None,2022-01-01 -24,ambulatory,Encounter for symptom,None,None,2021-06-01 -24,ambulatory,Encounter for symptom,None,None,2020-05-01 -24,ambulatory,Encounter for symptom,None,None,2018-06-01 -24,ambulatory,Encounter for symptom,None,None,2018-02-01 -24,ambulatory,Encounter for symptom,None,None,2017-11-01 -24,ambulatory,Encounter for check up (procedure),,,2023-03-01 -24,ambulatory,Encounter for check up (procedure),,,2022-02-01 -24,ambulatory,Encounter for check up (procedure),,,2017-09-01 -24,ambulatory,Encounter for check up (procedure),,None,2023-03-01 -24,ambulatory,Encounter for check up (procedure),,None,2022-02-01 -24,ambulatory,Encounter for check up (procedure),,None,2017-09-01 -24,ambulatory,Encounter for check up (procedure),None,,2023-03-01 -24,ambulatory,Encounter for check up (procedure),None,,2022-02-01 -24,ambulatory,Encounter for check up (procedure),None,,2017-09-01 -24,ambulatory,Encounter for check up (procedure),None,None,2023-03-01 -24,ambulatory,Encounter for check up (procedure),None,None,2022-02-01 -24,ambulatory,Encounter for check up (procedure),None,None,2017-09-01 -23,,Well child visit (procedure),,,2022-10-01 -23,,Well child visit (procedure),,,2020-11-01 -23,,Well child visit (procedure),,,2019-02-01 -23,,Well child visit (procedure),,,2017-12-01 -23,,Well child visit (procedure),,None,2022-10-01 -23,,Well child visit (procedure),,None,2020-11-01 -23,,Well child visit (procedure),,None,2019-02-01 -23,,Well child visit (procedure),,None,2017-12-01 -23,,Well child visit (procedure),None,,2022-10-01 -23,,Well child visit (procedure),None,,2020-11-01 -23,,Well child visit (procedure),None,,2019-02-01 -23,,Well child visit (procedure),None,,2017-12-01 -23,,Well child visit (procedure),None,None,2022-10-01 -23,,Well child visit (procedure),None,None,2020-11-01 -23,,Well child visit (procedure),None,None,2019-02-01 -23,,Well child visit (procedure),None,None,2017-12-01 -23,,Urgent care clinic (environment),,,2022-06-01 -23,,Urgent care clinic (environment),,,2020-04-01 -23,,Urgent care clinic (environment),,,2018-06-01 -23,,Urgent care clinic (environment),,,2017-02-01 -23,,Urgent care clinic (environment),,,2016-12-01 -23,,Urgent care clinic (environment),,,2016-09-01 -23,,Urgent care clinic (environment),,None,2022-06-01 -23,,Urgent care clinic (environment),,None,2020-04-01 -23,,Urgent care clinic (environment),,None,2018-06-01 -23,,Urgent care clinic (environment),,None,2017-02-01 -23,,Urgent care clinic (environment),,None,2016-12-01 -23,,Urgent care clinic (environment),,None,2016-09-01 -23,,Urgent care clinic (environment),None,,2022-06-01 -23,,Urgent care clinic (environment),None,,2020-04-01 -23,,Urgent care clinic (environment),None,,2018-06-01 -23,,Urgent care clinic (environment),None,,2017-02-01 -23,,Urgent care clinic (environment),None,,2016-12-01 -23,,Urgent care clinic (environment),None,,2016-09-01 -23,,Urgent care clinic (environment),None,None,2022-06-01 -23,,Urgent care clinic (environment),None,None,2020-04-01 -23,,Urgent care clinic (environment),None,None,2018-06-01 -23,,Urgent care clinic (environment),None,None,2017-02-01 -23,,Urgent care clinic (environment),None,None,2016-12-01 -23,,Urgent care clinic (environment),None,None,2016-09-01 -23,,Prenatal visit,,,2022-02-01 -23,,Prenatal visit,,,2018-08-01 -23,,Prenatal visit,,,2016-12-01 -23,,Prenatal visit,,,2016-09-01 -23,,Prenatal visit,,,2016-08-01 -23,,Prenatal visit,,None,2022-02-01 -23,,Prenatal visit,,None,2018-08-01 -23,,Prenatal visit,,None,2016-12-01 -23,,Prenatal visit,,None,2016-09-01 -23,,Prenatal visit,,None,2016-08-01 -23,,Prenatal visit,None,,2022-02-01 -23,,Prenatal visit,None,,2018-08-01 -23,,Prenatal visit,None,,2016-12-01 -23,,Prenatal visit,None,,2016-09-01 -23,,Prenatal visit,None,,2016-08-01 -23,,Prenatal visit,None,None,2022-02-01 -23,,Prenatal visit,None,None,2018-08-01 -23,,Prenatal visit,None,None,2016-12-01 -23,,Prenatal visit,None,None,2016-09-01 -23,,Prenatal visit,None,None,2016-08-01 -23,,Patient encounter procedure,,,2021-07-01 -23,,Patient encounter procedure,,None,2021-07-01 -23,,Patient encounter procedure,None,,2021-07-01 -23,,Patient encounter procedure,None,None,2021-07-01 -23,,Encounter for symptom,,,2022-08-01 -23,,Encounter for symptom,,,2021-10-01 -23,,Encounter for symptom,,,2020-08-01 -23,,Encounter for symptom,,,2020-03-01 -23,,Encounter for symptom,,,2020-02-01 -23,,Encounter for symptom,,,2019-06-01 -23,,Encounter for symptom,,,2018-08-01 -23,,Encounter for symptom,,,2016-12-01 -23,,Encounter for symptom,,,2016-10-01 -23,,Encounter for symptom,,None,2022-08-01 -23,,Encounter for symptom,,None,2021-10-01 -23,,Encounter for symptom,,None,2020-08-01 -23,,Encounter for symptom,,None,2020-03-01 -23,,Encounter for symptom,,None,2020-02-01 -23,,Encounter for symptom,,None,2019-06-01 -23,,Encounter for symptom,,None,2018-08-01 -23,,Encounter for symptom,,None,2016-12-01 -23,,Encounter for symptom,,None,2016-10-01 -23,,Encounter for symptom,None,,2022-08-01 -23,,Encounter for symptom,None,,2021-10-01 -23,,Encounter for symptom,None,,2020-08-01 -23,,Encounter for symptom,None,,2020-03-01 -23,,Encounter for symptom,None,,2020-02-01 -23,,Encounter for symptom,None,,2019-06-01 -23,,Encounter for symptom,None,,2018-08-01 -23,,Encounter for symptom,None,,2016-12-01 -23,,Encounter for symptom,None,,2016-10-01 -23,,Encounter for symptom,None,None,2022-08-01 -23,,Encounter for symptom,None,None,2021-10-01 -23,,Encounter for symptom,None,None,2020-08-01 -23,,Encounter for symptom,None,None,2020-03-01 -23,,Encounter for symptom,None,None,2020-02-01 -23,,Encounter for symptom,None,None,2019-06-01 -23,,Encounter for symptom,None,None,2018-08-01 -23,,Encounter for symptom,None,None,2016-12-01 -23,,Encounter for symptom,None,None,2016-10-01 -23,,Encounter for check up (procedure),,,2019-12-01 -23,,Encounter for check up (procedure),,,2018-04-01 -23,,Encounter for check up (procedure),,,2017-11-01 -23,,Encounter for check up (procedure),,,2017-03-01 -23,,Encounter for check up (procedure),,,2016-11-01 -23,,Encounter for check up (procedure),,None,2019-12-01 -23,,Encounter for check up (procedure),,None,2018-04-01 -23,,Encounter for check up (procedure),,None,2017-11-01 -23,,Encounter for check up (procedure),,None,2017-03-01 -23,,Encounter for check up (procedure),,None,2016-11-01 -23,,Encounter for check up (procedure),None,,2019-12-01 -23,,Encounter for check up (procedure),None,,2018-04-01 -23,,Encounter for check up (procedure),None,,2017-11-01 -23,,Encounter for check up (procedure),None,,2017-03-01 -23,,Encounter for check up (procedure),None,,2016-11-01 -23,,Encounter for check up (procedure),None,None,2019-12-01 -23,,Encounter for check up (procedure),None,None,2018-04-01 -23,,Encounter for check up (procedure),None,None,2017-11-01 -23,,Encounter for check up (procedure),None,None,2017-03-01 -23,,Encounter for check up (procedure),None,None,2016-11-01 -23,,Allergic disorder initial assessment,,, -23,,Allergic disorder initial assessment,,None, -23,,Allergic disorder initial assessment,None,, -23,,Allergic disorder initial assessment,None,None, -23,emergency,,,,2022-05-01 -23,emergency,,,,2019-02-01 -23,emergency,,,None,2022-05-01 -23,emergency,,,None,2019-02-01 -23,emergency,,None,,2022-05-01 -23,emergency,,None,,2019-02-01 -23,emergency,,None,None,2022-05-01 -23,emergency,,None,None,2019-02-01 -23,ambulatory,Well child visit (procedure),,,2022-10-01 -23,ambulatory,Well child visit (procedure),,,2020-11-01 -23,ambulatory,Well child visit (procedure),,,2019-02-01 -23,ambulatory,Well child visit (procedure),,,2017-12-01 -23,ambulatory,Well child visit (procedure),,None,2022-10-01 -23,ambulatory,Well child visit (procedure),,None,2020-11-01 -23,ambulatory,Well child visit (procedure),,None,2019-02-01 -23,ambulatory,Well child visit (procedure),,None,2017-12-01 -23,ambulatory,Well child visit (procedure),None,,2022-10-01 -23,ambulatory,Well child visit (procedure),None,,2020-11-01 -23,ambulatory,Well child visit (procedure),None,,2019-02-01 -23,ambulatory,Well child visit (procedure),None,,2017-12-01 -23,ambulatory,Well child visit (procedure),None,None,2022-10-01 -23,ambulatory,Well child visit (procedure),None,None,2020-11-01 -23,ambulatory,Well child visit (procedure),None,None,2019-02-01 -23,ambulatory,Well child visit (procedure),None,None,2017-12-01 -23,ambulatory,Urgent care clinic (environment),,,2022-06-01 -23,ambulatory,Urgent care clinic (environment),,,2020-04-01 -23,ambulatory,Urgent care clinic (environment),,,2018-06-01 -23,ambulatory,Urgent care clinic (environment),,,2017-02-01 -23,ambulatory,Urgent care clinic (environment),,,2016-12-01 -23,ambulatory,Urgent care clinic (environment),,,2016-09-01 -23,ambulatory,Urgent care clinic (environment),,None,2022-06-01 -23,ambulatory,Urgent care clinic (environment),,None,2020-04-01 -23,ambulatory,Urgent care clinic (environment),,None,2018-06-01 -23,ambulatory,Urgent care clinic (environment),,None,2017-02-01 -23,ambulatory,Urgent care clinic (environment),,None,2016-12-01 -23,ambulatory,Urgent care clinic (environment),,None,2016-09-01 -23,ambulatory,Urgent care clinic (environment),None,,2022-06-01 -23,ambulatory,Urgent care clinic (environment),None,,2020-04-01 -23,ambulatory,Urgent care clinic (environment),None,,2018-06-01 -23,ambulatory,Urgent care clinic (environment),None,,2017-02-01 -23,ambulatory,Urgent care clinic (environment),None,,2016-12-01 -23,ambulatory,Urgent care clinic (environment),None,,2016-09-01 -23,ambulatory,Urgent care clinic (environment),None,None,2022-06-01 -23,ambulatory,Urgent care clinic (environment),None,None,2020-04-01 -23,ambulatory,Urgent care clinic (environment),None,None,2018-06-01 -23,ambulatory,Urgent care clinic (environment),None,None,2017-02-01 -23,ambulatory,Urgent care clinic (environment),None,None,2016-12-01 -23,ambulatory,Urgent care clinic (environment),None,None,2016-09-01 -23,ambulatory,Prenatal visit,,,2022-02-01 -23,ambulatory,Prenatal visit,,,2018-08-01 -23,ambulatory,Prenatal visit,,,2016-12-01 -23,ambulatory,Prenatal visit,,,2016-09-01 -23,ambulatory,Prenatal visit,,,2016-08-01 -23,ambulatory,Prenatal visit,,None,2022-02-01 -23,ambulatory,Prenatal visit,,None,2018-08-01 -23,ambulatory,Prenatal visit,,None,2016-12-01 -23,ambulatory,Prenatal visit,,None,2016-09-01 -23,ambulatory,Prenatal visit,,None,2016-08-01 -23,ambulatory,Prenatal visit,None,,2022-02-01 -23,ambulatory,Prenatal visit,None,,2018-08-01 -23,ambulatory,Prenatal visit,None,,2016-12-01 -23,ambulatory,Prenatal visit,None,,2016-09-01 -23,ambulatory,Prenatal visit,None,,2016-08-01 -23,ambulatory,Prenatal visit,None,None,2022-02-01 -23,ambulatory,Prenatal visit,None,None,2018-08-01 -23,ambulatory,Prenatal visit,None,None,2016-12-01 -23,ambulatory,Prenatal visit,None,None,2016-09-01 -23,ambulatory,Prenatal visit,None,None,2016-08-01 -23,ambulatory,Patient encounter procedure,,,2021-07-01 -23,ambulatory,Patient encounter procedure,,None,2021-07-01 -23,ambulatory,Patient encounter procedure,None,,2021-07-01 -23,ambulatory,Patient encounter procedure,None,None,2021-07-01 -23,ambulatory,Encounter for symptom,,,2023-03-01 -23,ambulatory,Encounter for symptom,,,2022-08-01 -23,ambulatory,Encounter for symptom,,,2021-10-01 -23,ambulatory,Encounter for symptom,,,2020-08-01 -23,ambulatory,Encounter for symptom,,,2020-03-01 -23,ambulatory,Encounter for symptom,,,2020-02-01 -23,ambulatory,Encounter for symptom,,,2019-06-01 -23,ambulatory,Encounter for symptom,,,2018-08-01 -23,ambulatory,Encounter for symptom,,,2016-12-01 -23,ambulatory,Encounter for symptom,,,2016-10-01 -23,ambulatory,Encounter for symptom,,None,2023-03-01 -23,ambulatory,Encounter for symptom,,None,2022-08-01 -23,ambulatory,Encounter for symptom,,None,2021-10-01 -23,ambulatory,Encounter for symptom,,None,2020-08-01 -23,ambulatory,Encounter for symptom,,None,2020-03-01 -23,ambulatory,Encounter for symptom,,None,2020-02-01 -23,ambulatory,Encounter for symptom,,None,2019-06-01 -23,ambulatory,Encounter for symptom,,None,2018-08-01 -23,ambulatory,Encounter for symptom,,None,2016-12-01 -23,ambulatory,Encounter for symptom,,None,2016-10-01 -23,ambulatory,Encounter for symptom,None,,2023-03-01 -23,ambulatory,Encounter for symptom,None,,2022-08-01 -23,ambulatory,Encounter for symptom,None,,2021-10-01 -23,ambulatory,Encounter for symptom,None,,2020-08-01 -23,ambulatory,Encounter for symptom,None,,2020-03-01 -23,ambulatory,Encounter for symptom,None,,2020-02-01 -23,ambulatory,Encounter for symptom,None,,2019-06-01 -23,ambulatory,Encounter for symptom,None,,2018-08-01 -23,ambulatory,Encounter for symptom,None,,2016-12-01 -23,ambulatory,Encounter for symptom,None,,2016-10-01 -23,ambulatory,Encounter for symptom,None,None,2023-03-01 -23,ambulatory,Encounter for symptom,None,None,2022-08-01 -23,ambulatory,Encounter for symptom,None,None,2021-10-01 -23,ambulatory,Encounter for symptom,None,None,2020-08-01 -23,ambulatory,Encounter for symptom,None,None,2020-03-01 -23,ambulatory,Encounter for symptom,None,None,2020-02-01 -23,ambulatory,Encounter for symptom,None,None,2019-06-01 -23,ambulatory,Encounter for symptom,None,None,2018-08-01 -23,ambulatory,Encounter for symptom,None,None,2016-12-01 -23,ambulatory,Encounter for symptom,None,None,2016-10-01 -23,ambulatory,Encounter for check up (procedure),,,2019-12-01 -23,ambulatory,Encounter for check up (procedure),,,2018-04-01 -23,ambulatory,Encounter for check up (procedure),,,2017-11-01 -23,ambulatory,Encounter for check up (procedure),,,2017-03-01 -23,ambulatory,Encounter for check up (procedure),,,2016-11-01 -23,ambulatory,Encounter for check up (procedure),,None,2019-12-01 -23,ambulatory,Encounter for check up (procedure),,None,2018-04-01 -23,ambulatory,Encounter for check up (procedure),,None,2017-11-01 -23,ambulatory,Encounter for check up (procedure),,None,2017-03-01 -23,ambulatory,Encounter for check up (procedure),,None,2016-11-01 -23,ambulatory,Encounter for check up (procedure),None,,2019-12-01 -23,ambulatory,Encounter for check up (procedure),None,,2018-04-01 -23,ambulatory,Encounter for check up (procedure),None,,2017-11-01 -23,ambulatory,Encounter for check up (procedure),None,,2017-03-01 -23,ambulatory,Encounter for check up (procedure),None,,2016-11-01 -23,ambulatory,Encounter for check up (procedure),None,None,2019-12-01 -23,ambulatory,Encounter for check up (procedure),None,None,2018-04-01 -23,ambulatory,Encounter for check up (procedure),None,None,2017-11-01 -23,ambulatory,Encounter for check up (procedure),None,None,2017-03-01 -23,ambulatory,Encounter for check up (procedure),None,None,2016-11-01 -23,ambulatory,Allergic disorder initial assessment,,, -23,ambulatory,Allergic disorder initial assessment,,None, -23,ambulatory,Allergic disorder initial assessment,None,, -23,ambulatory,Allergic disorder initial assessment,None,None, -22,,Well child visit (procedure),,,2018-05-01 -22,,Well child visit (procedure),,None,2018-05-01 -22,,Well child visit (procedure),None,,2018-05-01 -22,,Well child visit (procedure),None,None,2018-05-01 -22,,Urgent care clinic (environment),,,2021-09-01 -22,,Urgent care clinic (environment),,,2021-02-01 -22,,Urgent care clinic (environment),,,2019-10-01 -22,,Urgent care clinic (environment),,,2017-11-01 -22,,Urgent care clinic (environment),,,2017-10-01 -22,,Urgent care clinic (environment),,,2017-09-01 -22,,Urgent care clinic (environment),,,2017-05-01 -22,,Urgent care clinic (environment),,None,2021-09-01 -22,,Urgent care clinic (environment),,None,2021-02-01 -22,,Urgent care clinic (environment),,None,2019-10-01 -22,,Urgent care clinic (environment),,None,2017-11-01 -22,,Urgent care clinic (environment),,None,2017-10-01 -22,,Urgent care clinic (environment),,None,2017-09-01 -22,,Urgent care clinic (environment),,None,2017-05-01 -22,,Urgent care clinic (environment),None,,2021-09-01 -22,,Urgent care clinic (environment),None,,2021-02-01 -22,,Urgent care clinic (environment),None,,2019-10-01 -22,,Urgent care clinic (environment),None,,2017-11-01 -22,,Urgent care clinic (environment),None,,2017-10-01 -22,,Urgent care clinic (environment),None,,2017-09-01 -22,,Urgent care clinic (environment),None,,2017-05-01 -22,,Urgent care clinic (environment),None,None,2021-09-01 -22,,Urgent care clinic (environment),None,None,2021-02-01 -22,,Urgent care clinic (environment),None,None,2019-10-01 -22,,Urgent care clinic (environment),None,None,2017-11-01 -22,,Urgent care clinic (environment),None,None,2017-10-01 -22,,Urgent care clinic (environment),None,None,2017-09-01 -22,,Urgent care clinic (environment),None,None,2017-05-01 -22,,Prenatal visit,,,2023-01-01 -22,,Prenatal visit,,,2022-07-01 -22,,Prenatal visit,,,2022-06-01 -22,,Prenatal visit,,,2021-04-01 -22,,Prenatal visit,,,2021-03-01 -22,,Prenatal visit,,,2020-12-01 -22,,Prenatal visit,,,2018-09-01 -22,,Prenatal visit,,,2018-05-01 -22,,Prenatal visit,,,2018-02-01 -22,,Prenatal visit,,None,2023-01-01 -22,,Prenatal visit,,None,2022-07-01 -22,,Prenatal visit,,None,2022-06-01 -22,,Prenatal visit,,None,2021-04-01 -22,,Prenatal visit,,None,2021-03-01 -22,,Prenatal visit,,None,2020-12-01 -22,,Prenatal visit,,None,2018-09-01 -22,,Prenatal visit,,None,2018-05-01 -22,,Prenatal visit,,None,2018-02-01 -22,,Prenatal visit,None,,2023-01-01 -22,,Prenatal visit,None,,2022-07-01 -22,,Prenatal visit,None,,2022-06-01 -22,,Prenatal visit,None,,2021-04-01 -22,,Prenatal visit,None,,2021-03-01 -22,,Prenatal visit,None,,2020-12-01 -22,,Prenatal visit,None,,2018-09-01 -22,,Prenatal visit,None,,2018-05-01 -22,,Prenatal visit,None,,2018-02-01 -22,,Prenatal visit,None,None,2023-01-01 -22,,Prenatal visit,None,None,2022-07-01 -22,,Prenatal visit,None,None,2022-06-01 -22,,Prenatal visit,None,None,2021-04-01 -22,,Prenatal visit,None,None,2021-03-01 -22,,Prenatal visit,None,None,2020-12-01 -22,,Prenatal visit,None,None,2018-09-01 -22,,Prenatal visit,None,None,2018-05-01 -22,,Prenatal visit,None,None,2018-02-01 -22,,Patient encounter procedure,,,2021-04-01 -22,,Patient encounter procedure,,None,2021-04-01 -22,,Patient encounter procedure,None,,2021-04-01 -22,,Patient encounter procedure,None,None,2021-04-01 -22,,Encounter for symptom,,,2021-07-01 -22,,Encounter for symptom,,,2021-05-01 -22,,Encounter for symptom,,,2020-01-01 -22,,Encounter for symptom,,,2019-08-01 -22,,Encounter for symptom,,,2018-09-01 -22,,Encounter for symptom,,,2017-04-01 -22,,Encounter for symptom,,None,2021-07-01 -22,,Encounter for symptom,,None,2021-05-01 -22,,Encounter for symptom,,None,2020-01-01 -22,,Encounter for symptom,,None,2019-08-01 -22,,Encounter for symptom,,None,2018-09-01 -22,,Encounter for symptom,,None,2017-04-01 -22,,Encounter for symptom,None,,2021-07-01 -22,,Encounter for symptom,None,,2021-05-01 -22,,Encounter for symptom,None,,2020-01-01 -22,,Encounter for symptom,None,,2019-08-01 -22,,Encounter for symptom,None,,2018-09-01 -22,,Encounter for symptom,None,,2017-04-01 -22,,Encounter for symptom,None,None,2021-07-01 -22,,Encounter for symptom,None,None,2021-05-01 -22,,Encounter for symptom,None,None,2020-01-01 -22,,Encounter for symptom,None,None,2019-08-01 -22,,Encounter for symptom,None,None,2018-09-01 -22,,Encounter for symptom,None,None,2017-04-01 -22,,Encounter for check up (procedure),,,2021-03-01 -22,,Encounter for check up (procedure),,,2018-02-01 -22,,Encounter for check up (procedure),,,2018-01-01 -22,,Encounter for check up (procedure),,,2017-01-01 -22,,Encounter for check up (procedure),,None,2021-03-01 -22,,Encounter for check up (procedure),,None,2018-02-01 -22,,Encounter for check up (procedure),,None,2018-01-01 -22,,Encounter for check up (procedure),,None,2017-01-01 -22,,Encounter for check up (procedure),None,,2021-03-01 -22,,Encounter for check up (procedure),None,,2018-02-01 -22,,Encounter for check up (procedure),None,,2018-01-01 -22,,Encounter for check up (procedure),None,,2017-01-01 -22,,Encounter for check up (procedure),None,None,2021-03-01 -22,,Encounter for check up (procedure),None,None,2018-02-01 -22,,Encounter for check up (procedure),None,None,2018-01-01 -22,,Encounter for check up (procedure),None,None,2017-01-01 -22,ambulatory,Well child visit (procedure),,,2018-05-01 -22,ambulatory,Well child visit (procedure),,None,2018-05-01 -22,ambulatory,Well child visit (procedure),None,,2018-05-01 -22,ambulatory,Well child visit (procedure),None,None,2018-05-01 -22,ambulatory,Urgent care clinic (environment),,,2021-09-01 -22,ambulatory,Urgent care clinic (environment),,,2021-02-01 -22,ambulatory,Urgent care clinic (environment),,,2019-10-01 -22,ambulatory,Urgent care clinic (environment),,,2017-11-01 -22,ambulatory,Urgent care clinic (environment),,,2017-10-01 -22,ambulatory,Urgent care clinic (environment),,,2017-09-01 -22,ambulatory,Urgent care clinic (environment),,,2017-05-01 -22,ambulatory,Urgent care clinic (environment),,None,2021-09-01 -22,ambulatory,Urgent care clinic (environment),,None,2021-02-01 -22,ambulatory,Urgent care clinic (environment),,None,2019-10-01 -22,ambulatory,Urgent care clinic (environment),,None,2017-11-01 -22,ambulatory,Urgent care clinic (environment),,None,2017-10-01 -22,ambulatory,Urgent care clinic (environment),,None,2017-09-01 -22,ambulatory,Urgent care clinic (environment),,None,2017-05-01 -22,ambulatory,Urgent care clinic (environment),None,,2021-09-01 -22,ambulatory,Urgent care clinic (environment),None,,2021-02-01 -22,ambulatory,Urgent care clinic (environment),None,,2019-10-01 -22,ambulatory,Urgent care clinic (environment),None,,2017-11-01 -22,ambulatory,Urgent care clinic (environment),None,,2017-10-01 -22,ambulatory,Urgent care clinic (environment),None,,2017-09-01 -22,ambulatory,Urgent care clinic (environment),None,,2017-05-01 -22,ambulatory,Urgent care clinic (environment),None,None,2021-09-01 -22,ambulatory,Urgent care clinic (environment),None,None,2021-02-01 -22,ambulatory,Urgent care clinic (environment),None,None,2019-10-01 -22,ambulatory,Urgent care clinic (environment),None,None,2017-11-01 -22,ambulatory,Urgent care clinic (environment),None,None,2017-10-01 -22,ambulatory,Urgent care clinic (environment),None,None,2017-09-01 -22,ambulatory,Urgent care clinic (environment),None,None,2017-05-01 -22,ambulatory,Prenatal visit,,,2023-01-01 -22,ambulatory,Prenatal visit,,,2022-07-01 -22,ambulatory,Prenatal visit,,,2022-06-01 -22,ambulatory,Prenatal visit,,,2021-04-01 -22,ambulatory,Prenatal visit,,,2021-03-01 -22,ambulatory,Prenatal visit,,,2020-12-01 -22,ambulatory,Prenatal visit,,,2018-09-01 -22,ambulatory,Prenatal visit,,,2018-05-01 -22,ambulatory,Prenatal visit,,,2018-02-01 -22,ambulatory,Prenatal visit,,None,2023-01-01 -22,ambulatory,Prenatal visit,,None,2022-07-01 -22,ambulatory,Prenatal visit,,None,2022-06-01 -22,ambulatory,Prenatal visit,,None,2021-04-01 -22,ambulatory,Prenatal visit,,None,2021-03-01 -22,ambulatory,Prenatal visit,,None,2020-12-01 -22,ambulatory,Prenatal visit,,None,2018-09-01 -22,ambulatory,Prenatal visit,,None,2018-05-01 -22,ambulatory,Prenatal visit,,None,2018-02-01 -22,ambulatory,Prenatal visit,None,,2023-01-01 -22,ambulatory,Prenatal visit,None,,2022-07-01 -22,ambulatory,Prenatal visit,None,,2022-06-01 -22,ambulatory,Prenatal visit,None,,2021-04-01 -22,ambulatory,Prenatal visit,None,,2021-03-01 -22,ambulatory,Prenatal visit,None,,2020-12-01 -22,ambulatory,Prenatal visit,None,,2018-09-01 -22,ambulatory,Prenatal visit,None,,2018-05-01 -22,ambulatory,Prenatal visit,None,,2018-02-01 -22,ambulatory,Prenatal visit,None,None,2023-01-01 -22,ambulatory,Prenatal visit,None,None,2022-07-01 -22,ambulatory,Prenatal visit,None,None,2022-06-01 -22,ambulatory,Prenatal visit,None,None,2021-04-01 -22,ambulatory,Prenatal visit,None,None,2021-03-01 -22,ambulatory,Prenatal visit,None,None,2020-12-01 -22,ambulatory,Prenatal visit,None,None,2018-09-01 -22,ambulatory,Prenatal visit,None,None,2018-05-01 -22,ambulatory,Prenatal visit,None,None,2018-02-01 -22,ambulatory,Patient encounter procedure,,,2021-04-01 -22,ambulatory,Patient encounter procedure,,None,2021-04-01 -22,ambulatory,Patient encounter procedure,None,,2021-04-01 -22,ambulatory,Patient encounter procedure,None,None,2021-04-01 -22,ambulatory,Encounter for symptom,,,2021-07-01 -22,ambulatory,Encounter for symptom,,,2021-05-01 -22,ambulatory,Encounter for symptom,,,2020-01-01 -22,ambulatory,Encounter for symptom,,,2019-08-01 -22,ambulatory,Encounter for symptom,,,2018-09-01 -22,ambulatory,Encounter for symptom,,,2017-04-01 -22,ambulatory,Encounter for symptom,,None,2021-07-01 -22,ambulatory,Encounter for symptom,,None,2021-05-01 -22,ambulatory,Encounter for symptom,,None,2020-01-01 -22,ambulatory,Encounter for symptom,,None,2019-08-01 -22,ambulatory,Encounter for symptom,,None,2018-09-01 -22,ambulatory,Encounter for symptom,,None,2017-04-01 -22,ambulatory,Encounter for symptom,None,,2021-07-01 -22,ambulatory,Encounter for symptom,None,,2021-05-01 -22,ambulatory,Encounter for symptom,None,,2020-01-01 -22,ambulatory,Encounter for symptom,None,,2019-08-01 -22,ambulatory,Encounter for symptom,None,,2018-09-01 -22,ambulatory,Encounter for symptom,None,,2017-04-01 -22,ambulatory,Encounter for symptom,None,None,2021-07-01 -22,ambulatory,Encounter for symptom,None,None,2021-05-01 -22,ambulatory,Encounter for symptom,None,None,2020-01-01 -22,ambulatory,Encounter for symptom,None,None,2019-08-01 -22,ambulatory,Encounter for symptom,None,None,2018-09-01 -22,ambulatory,Encounter for symptom,None,None,2017-04-01 -22,ambulatory,Encounter for check up (procedure),,,2021-03-01 -22,ambulatory,Encounter for check up (procedure),,,2018-02-01 -22,ambulatory,Encounter for check up (procedure),,,2018-01-01 -22,ambulatory,Encounter for check up (procedure),,,2017-01-01 -22,ambulatory,Encounter for check up (procedure),,None,2021-03-01 -22,ambulatory,Encounter for check up (procedure),,None,2018-02-01 -22,ambulatory,Encounter for check up (procedure),,None,2018-01-01 -22,ambulatory,Encounter for check up (procedure),,None,2017-01-01 -22,ambulatory,Encounter for check up (procedure),None,,2021-03-01 -22,ambulatory,Encounter for check up (procedure),None,,2018-02-01 -22,ambulatory,Encounter for check up (procedure),None,,2018-01-01 -22,ambulatory,Encounter for check up (procedure),None,,2017-01-01 -22,ambulatory,Encounter for check up (procedure),None,None,2021-03-01 -22,ambulatory,Encounter for check up (procedure),None,None,2018-02-01 -22,ambulatory,Encounter for check up (procedure),None,None,2018-01-01 -22,ambulatory,Encounter for check up (procedure),None,None,2017-01-01 -21,,Well child visit (procedure),,,2018-09-01 -21,,Well child visit (procedure),,None,2018-09-01 -21,,Well child visit (procedure),None,,2018-09-01 -21,,Well child visit (procedure),None,None,2018-09-01 -21,,Urgent care clinic (environment),,,2023-02-01 -21,,Urgent care clinic (environment),,,2018-01-01 -21,,Urgent care clinic (environment),,,2016-06-01 -21,,Urgent care clinic (environment),,None,2023-02-01 -21,,Urgent care clinic (environment),,None,2018-01-01 -21,,Urgent care clinic (environment),,None,2016-06-01 -21,,Urgent care clinic (environment),None,,2023-02-01 -21,,Urgent care clinic (environment),None,,2018-01-01 -21,,Urgent care clinic (environment),None,,2016-06-01 -21,,Urgent care clinic (environment),None,None,2023-02-01 -21,,Urgent care clinic (environment),None,None,2018-01-01 -21,,Urgent care clinic (environment),None,None,2016-06-01 -21,,Prenatal visit,,,2022-10-01 -21,,Prenatal visit,,,2022-08-01 -21,,Prenatal visit,,,2022-03-01 -21,,Prenatal visit,,,2021-08-01 -21,,Prenatal visit,,,2020-05-01 -21,,Prenatal visit,,,2018-03-01 -21,,Prenatal visit,,,2017-06-01 -21,,Prenatal visit,,,2017-01-01 -21,,Prenatal visit,,,2016-10-01 -21,,Prenatal visit,,None,2022-10-01 -21,,Prenatal visit,,None,2022-08-01 -21,,Prenatal visit,,None,2022-03-01 -21,,Prenatal visit,,None,2021-08-01 -21,,Prenatal visit,,None,2020-05-01 -21,,Prenatal visit,,None,2018-03-01 -21,,Prenatal visit,,None,2017-06-01 -21,,Prenatal visit,,None,2017-01-01 -21,,Prenatal visit,,None,2016-10-01 -21,,Prenatal visit,None,,2022-10-01 -21,,Prenatal visit,None,,2022-08-01 -21,,Prenatal visit,None,,2022-03-01 -21,,Prenatal visit,None,,2021-08-01 -21,,Prenatal visit,None,,2020-05-01 -21,,Prenatal visit,None,,2018-03-01 -21,,Prenatal visit,None,,2017-06-01 -21,,Prenatal visit,None,,2017-01-01 -21,,Prenatal visit,None,,2016-10-01 -21,,Prenatal visit,None,None,2022-10-01 -21,,Prenatal visit,None,None,2022-08-01 -21,,Prenatal visit,None,None,2022-03-01 -21,,Prenatal visit,None,None,2021-08-01 -21,,Prenatal visit,None,None,2020-05-01 -21,,Prenatal visit,None,None,2018-03-01 -21,,Prenatal visit,None,None,2017-06-01 -21,,Prenatal visit,None,None,2017-01-01 -21,,Prenatal visit,None,None,2016-10-01 -21,,Patient encounter procedure,,,2022-07-01 -21,,Patient encounter procedure,,,2019-12-01 -21,,Patient encounter procedure,,,2019-03-01 -21,,Patient encounter procedure,,None,2022-07-01 -21,,Patient encounter procedure,,None,2019-12-01 -21,,Patient encounter procedure,,None,2019-03-01 -21,,Patient encounter procedure,None,,2022-07-01 -21,,Patient encounter procedure,None,,2019-12-01 -21,,Patient encounter procedure,None,,2019-03-01 -21,,Patient encounter procedure,None,None,2022-07-01 -21,,Patient encounter procedure,None,None,2019-12-01 -21,,Patient encounter procedure,None,None,2019-03-01 -21,,Encounter for symptom,,,2018-10-01 -21,,Encounter for symptom,,,2017-09-01 -21,,Encounter for symptom,,,2017-01-01 -21,,Encounter for symptom,,None,2018-10-01 -21,,Encounter for symptom,,None,2017-09-01 -21,,Encounter for symptom,,None,2017-01-01 -21,,Encounter for symptom,None,,2018-10-01 -21,,Encounter for symptom,None,,2017-09-01 -21,,Encounter for symptom,None,,2017-01-01 -21,,Encounter for symptom,None,None,2018-10-01 -21,,Encounter for symptom,None,None,2017-09-01 -21,,Encounter for symptom,None,None,2017-01-01 -21,,Encounter for check up (procedure),,,2022-12-01 -21,,Encounter for check up (procedure),,None,2022-12-01 -21,,Encounter for check up (procedure),None,,2022-12-01 -21,,Encounter for check up (procedure),None,None,2022-12-01 -21,,Admission to surgical department,,, -21,,Admission to surgical department,,None, -21,,Admission to surgical department,None,, -21,,Admission to surgical department,None,None, -21,inpatient encounter,Admission to surgical department,,, -21,inpatient encounter,Admission to surgical department,,None, -21,inpatient encounter,Admission to surgical department,None,, -21,inpatient encounter,Admission to surgical department,None,None, -21,emergency,,,,2020-05-01 -21,emergency,,,None,2020-05-01 -21,emergency,,None,,2020-05-01 -21,emergency,,None,None,2020-05-01 -21,ambulatory,Well child visit (procedure),,,2018-09-01 -21,ambulatory,Well child visit (procedure),,None,2018-09-01 -21,ambulatory,Well child visit (procedure),None,,2018-09-01 -21,ambulatory,Well child visit (procedure),None,None,2018-09-01 -21,ambulatory,Urgent care clinic (environment),,,2023-02-01 -21,ambulatory,Urgent care clinic (environment),,,2018-01-01 -21,ambulatory,Urgent care clinic (environment),,,2016-06-01 -21,ambulatory,Urgent care clinic (environment),,None,2023-02-01 -21,ambulatory,Urgent care clinic (environment),,None,2018-01-01 -21,ambulatory,Urgent care clinic (environment),,None,2016-06-01 -21,ambulatory,Urgent care clinic (environment),None,,2023-02-01 -21,ambulatory,Urgent care clinic (environment),None,,2018-01-01 -21,ambulatory,Urgent care clinic (environment),None,,2016-06-01 -21,ambulatory,Urgent care clinic (environment),None,None,2023-02-01 -21,ambulatory,Urgent care clinic (environment),None,None,2018-01-01 -21,ambulatory,Urgent care clinic (environment),None,None,2016-06-01 -21,ambulatory,Prenatal visit,,,2022-10-01 -21,ambulatory,Prenatal visit,,,2022-08-01 -21,ambulatory,Prenatal visit,,,2022-03-01 -21,ambulatory,Prenatal visit,,,2021-08-01 -21,ambulatory,Prenatal visit,,,2020-05-01 -21,ambulatory,Prenatal visit,,,2018-03-01 -21,ambulatory,Prenatal visit,,,2017-06-01 -21,ambulatory,Prenatal visit,,,2017-01-01 -21,ambulatory,Prenatal visit,,,2016-10-01 -21,ambulatory,Prenatal visit,,None,2022-10-01 -21,ambulatory,Prenatal visit,,None,2022-08-01 -21,ambulatory,Prenatal visit,,None,2022-03-01 -21,ambulatory,Prenatal visit,,None,2021-08-01 -21,ambulatory,Prenatal visit,,None,2020-05-01 -21,ambulatory,Prenatal visit,,None,2018-03-01 -21,ambulatory,Prenatal visit,,None,2017-06-01 -21,ambulatory,Prenatal visit,,None,2017-01-01 -21,ambulatory,Prenatal visit,,None,2016-10-01 -21,ambulatory,Prenatal visit,None,,2022-10-01 -21,ambulatory,Prenatal visit,None,,2022-08-01 -21,ambulatory,Prenatal visit,None,,2022-03-01 -21,ambulatory,Prenatal visit,None,,2021-08-01 -21,ambulatory,Prenatal visit,None,,2020-05-01 -21,ambulatory,Prenatal visit,None,,2018-03-01 -21,ambulatory,Prenatal visit,None,,2017-06-01 -21,ambulatory,Prenatal visit,None,,2017-01-01 -21,ambulatory,Prenatal visit,None,,2016-10-01 -21,ambulatory,Prenatal visit,None,None,2022-10-01 -21,ambulatory,Prenatal visit,None,None,2022-08-01 -21,ambulatory,Prenatal visit,None,None,2022-03-01 -21,ambulatory,Prenatal visit,None,None,2021-08-01 -21,ambulatory,Prenatal visit,None,None,2020-05-01 -21,ambulatory,Prenatal visit,None,None,2018-03-01 -21,ambulatory,Prenatal visit,None,None,2017-06-01 -21,ambulatory,Prenatal visit,None,None,2017-01-01 -21,ambulatory,Prenatal visit,None,None,2016-10-01 -21,ambulatory,Patient encounter procedure,,,2022-07-01 -21,ambulatory,Patient encounter procedure,,,2019-12-01 -21,ambulatory,Patient encounter procedure,,,2019-03-01 -21,ambulatory,Patient encounter procedure,,None,2022-07-01 -21,ambulatory,Patient encounter procedure,,None,2019-12-01 -21,ambulatory,Patient encounter procedure,,None,2019-03-01 -21,ambulatory,Patient encounter procedure,None,,2022-07-01 -21,ambulatory,Patient encounter procedure,None,,2019-12-01 -21,ambulatory,Patient encounter procedure,None,,2019-03-01 -21,ambulatory,Patient encounter procedure,None,None,2022-07-01 -21,ambulatory,Patient encounter procedure,None,None,2019-12-01 -21,ambulatory,Patient encounter procedure,None,None,2019-03-01 -21,ambulatory,Encounter for symptom,,,2018-10-01 -21,ambulatory,Encounter for symptom,,,2017-09-01 -21,ambulatory,Encounter for symptom,,,2017-01-01 -21,ambulatory,Encounter for symptom,,None,2018-10-01 -21,ambulatory,Encounter for symptom,,None,2017-09-01 -21,ambulatory,Encounter for symptom,,None,2017-01-01 -21,ambulatory,Encounter for symptom,None,,2018-10-01 -21,ambulatory,Encounter for symptom,None,,2017-09-01 -21,ambulatory,Encounter for symptom,None,,2017-01-01 -21,ambulatory,Encounter for symptom,None,None,2018-10-01 -21,ambulatory,Encounter for symptom,None,None,2017-09-01 -21,ambulatory,Encounter for symptom,None,None,2017-01-01 -21,ambulatory,Encounter for check up (procedure),,,2022-12-01 -21,ambulatory,Encounter for check up (procedure),,None,2022-12-01 -21,ambulatory,Encounter for check up (procedure),None,,2022-12-01 -21,ambulatory,Encounter for check up (procedure),None,None,2022-12-01 -20,,Well child visit (procedure),,,2020-05-01 -20,,Well child visit (procedure),,,2019-05-01 -20,,Well child visit (procedure),,,2017-11-01 -20,,Well child visit (procedure),,,2016-11-01 -20,,Well child visit (procedure),,,2016-09-01 -20,,Well child visit (procedure),,None,2020-05-01 -20,,Well child visit (procedure),,None,2019-05-01 -20,,Well child visit (procedure),,None,2017-11-01 -20,,Well child visit (procedure),,None,2016-11-01 -20,,Well child visit (procedure),,None,2016-09-01 -20,,Well child visit (procedure),None,,2020-05-01 -20,,Well child visit (procedure),None,,2019-05-01 -20,,Well child visit (procedure),None,,2017-11-01 -20,,Well child visit (procedure),None,,2016-11-01 -20,,Well child visit (procedure),None,,2016-09-01 -20,,Well child visit (procedure),None,None,2020-05-01 -20,,Well child visit (procedure),None,None,2019-05-01 -20,,Well child visit (procedure),None,None,2017-11-01 -20,,Well child visit (procedure),None,None,2016-11-01 -20,,Well child visit (procedure),None,None,2016-09-01 -20,,Urgent care clinic (environment),,,2022-08-01 -20,,Urgent care clinic (environment),,,2019-09-01 -20,,Urgent care clinic (environment),,,2019-07-01 -20,,Urgent care clinic (environment),,None,2022-08-01 -20,,Urgent care clinic (environment),,None,2019-09-01 -20,,Urgent care clinic (environment),,None,2019-07-01 -20,,Urgent care clinic (environment),None,,2022-08-01 -20,,Urgent care clinic (environment),None,,2019-09-01 -20,,Urgent care clinic (environment),None,,2019-07-01 -20,,Urgent care clinic (environment),None,None,2022-08-01 -20,,Urgent care clinic (environment),None,None,2019-09-01 -20,,Urgent care clinic (environment),None,None,2019-07-01 -20,,Prenatal visit,,,2022-11-01 -20,,Prenatal visit,,,2022-09-01 -20,,Prenatal visit,,,2021-12-01 -20,,Prenatal visit,,,2021-02-01 -20,,Prenatal visit,,,2021-01-01 -20,,Prenatal visit,,,2020-08-01 -20,,Prenatal visit,,,2019-05-01 -20,,Prenatal visit,,,2018-10-01 -20,,Prenatal visit,,,2018-04-01 -20,,Prenatal visit,,,2017-05-01 -20,,Prenatal visit,,,2017-03-01 -20,,Prenatal visit,,None,2022-11-01 -20,,Prenatal visit,,None,2022-09-01 -20,,Prenatal visit,,None,2021-12-01 -20,,Prenatal visit,,None,2021-02-01 -20,,Prenatal visit,,None,2021-01-01 -20,,Prenatal visit,,None,2020-08-01 -20,,Prenatal visit,,None,2019-05-01 -20,,Prenatal visit,,None,2018-10-01 -20,,Prenatal visit,,None,2018-04-01 -20,,Prenatal visit,,None,2017-05-01 -20,,Prenatal visit,,None,2017-03-01 -20,,Prenatal visit,None,,2022-11-01 -20,,Prenatal visit,None,,2022-09-01 -20,,Prenatal visit,None,,2021-12-01 -20,,Prenatal visit,None,,2021-02-01 -20,,Prenatal visit,None,,2021-01-01 -20,,Prenatal visit,None,,2020-08-01 -20,,Prenatal visit,None,,2019-05-01 -20,,Prenatal visit,None,,2018-10-01 -20,,Prenatal visit,None,,2018-04-01 -20,,Prenatal visit,None,,2017-05-01 -20,,Prenatal visit,None,,2017-03-01 -20,,Prenatal visit,None,None,2022-11-01 -20,,Prenatal visit,None,None,2022-09-01 -20,,Prenatal visit,None,None,2021-12-01 -20,,Prenatal visit,None,None,2021-02-01 -20,,Prenatal visit,None,None,2021-01-01 -20,,Prenatal visit,None,None,2020-08-01 -20,,Prenatal visit,None,None,2019-05-01 -20,,Prenatal visit,None,None,2018-10-01 -20,,Prenatal visit,None,None,2018-04-01 -20,,Prenatal visit,None,None,2017-05-01 -20,,Prenatal visit,None,None,2017-03-01 -20,,Outpatient procedure,,,2023-03-01 -20,,Outpatient procedure,,None,2023-03-01 -20,,Outpatient procedure,None,,2023-03-01 -20,,Outpatient procedure,None,None,2023-03-01 -20,,Encounter for symptom (procedure),,,2020-11-01 -20,,Encounter for symptom (procedure),,None,2020-11-01 -20,,Encounter for symptom (procedure),None,,2020-11-01 -20,,Encounter for symptom (procedure),None,None,2020-11-01 -20,,Encounter for symptom,,,2023-02-01 -20,,Encounter for symptom,,,2022-11-01 -20,,Encounter for symptom,,,2022-06-01 -20,,Encounter for symptom,,,2021-03-01 -20,,Encounter for symptom,,,2018-11-01 -20,,Encounter for symptom,,,2018-03-01 -20,,Encounter for symptom,,,2016-06-01 -20,,Encounter for symptom,,None,2023-02-01 -20,,Encounter for symptom,,None,2022-11-01 -20,,Encounter for symptom,,None,2022-06-01 -20,,Encounter for symptom,,None,2021-03-01 -20,,Encounter for symptom,,None,2018-11-01 -20,,Encounter for symptom,,None,2018-03-01 -20,,Encounter for symptom,,None,2016-06-01 -20,,Encounter for symptom,None,,2023-02-01 -20,,Encounter for symptom,None,,2022-11-01 -20,,Encounter for symptom,None,,2022-06-01 -20,,Encounter for symptom,None,,2021-03-01 -20,,Encounter for symptom,None,,2018-11-01 -20,,Encounter for symptom,None,,2018-03-01 -20,,Encounter for symptom,None,,2016-06-01 -20,,Encounter for symptom,None,None,2023-02-01 -20,,Encounter for symptom,None,None,2022-11-01 -20,,Encounter for symptom,None,None,2022-06-01 -20,,Encounter for symptom,None,None,2021-03-01 -20,,Encounter for symptom,None,None,2018-11-01 -20,,Encounter for symptom,None,None,2018-03-01 -20,,Encounter for symptom,None,None,2016-06-01 -20,,Emergency room admission (procedure),,,2018-06-01 -20,,Emergency room admission (procedure),,None,2018-06-01 -20,,Emergency room admission (procedure),None,,2018-06-01 -20,,Emergency room admission (procedure),None,None,2018-06-01 -20,,Admission to intensive care unit (procedure),,, -20,,Admission to intensive care unit (procedure),,None, -20,,Admission to intensive care unit (procedure),None,, -20,,Admission to intensive care unit (procedure),None,None, -20,inpatient encounter,Admission to intensive care unit (procedure),,, -20,inpatient encounter,Admission to intensive care unit (procedure),,None, -20,inpatient encounter,Admission to intensive care unit (procedure),None,, -20,inpatient encounter,Admission to intensive care unit (procedure),None,None, -20,emergency,,,,2023-03-01 -20,emergency,,,,2022-07-01 -20,emergency,,,,2021-09-01 -20,emergency,,,,2017-06-01 -20,emergency,,,,2017-04-01 -20,emergency,,,,2016-07-01 -20,emergency,,,None,2023-03-01 -20,emergency,,,None,2022-07-01 -20,emergency,,,None,2021-09-01 -20,emergency,,,None,2017-06-01 -20,emergency,,,None,2017-04-01 -20,emergency,,,None,2016-07-01 -20,emergency,,None,,2023-03-01 -20,emergency,,None,,2022-07-01 -20,emergency,,None,,2021-09-01 -20,emergency,,None,,2017-06-01 -20,emergency,,None,,2017-04-01 -20,emergency,,None,,2016-07-01 -20,emergency,,None,None,2023-03-01 -20,emergency,,None,None,2022-07-01 -20,emergency,,None,None,2021-09-01 -20,emergency,,None,None,2017-06-01 -20,emergency,,None,None,2017-04-01 -20,emergency,,None,None,2016-07-01 -20,emergency,Emergency room admission (procedure),,,2018-06-01 -20,emergency,Emergency room admission (procedure),,None,2018-06-01 -20,emergency,Emergency room admission (procedure),None,,2018-06-01 -20,emergency,Emergency room admission (procedure),None,None,2018-06-01 -20,ambulatory,Well child visit (procedure),,,2020-05-01 -20,ambulatory,Well child visit (procedure),,,2019-05-01 -20,ambulatory,Well child visit (procedure),,,2017-11-01 -20,ambulatory,Well child visit (procedure),,,2016-11-01 -20,ambulatory,Well child visit (procedure),,,2016-09-01 -20,ambulatory,Well child visit (procedure),,None,2020-05-01 -20,ambulatory,Well child visit (procedure),,None,2019-05-01 -20,ambulatory,Well child visit (procedure),,None,2017-11-01 -20,ambulatory,Well child visit (procedure),,None,2016-11-01 -20,ambulatory,Well child visit (procedure),,None,2016-09-01 -20,ambulatory,Well child visit (procedure),None,,2020-05-01 -20,ambulatory,Well child visit (procedure),None,,2019-05-01 -20,ambulatory,Well child visit (procedure),None,,2017-11-01 -20,ambulatory,Well child visit (procedure),None,,2016-11-01 -20,ambulatory,Well child visit (procedure),None,,2016-09-01 -20,ambulatory,Well child visit (procedure),None,None,2020-05-01 -20,ambulatory,Well child visit (procedure),None,None,2019-05-01 -20,ambulatory,Well child visit (procedure),None,None,2017-11-01 -20,ambulatory,Well child visit (procedure),None,None,2016-11-01 -20,ambulatory,Well child visit (procedure),None,None,2016-09-01 -20,ambulatory,Urgent care clinic (environment),,,2022-08-01 -20,ambulatory,Urgent care clinic (environment),,,2019-09-01 -20,ambulatory,Urgent care clinic (environment),,,2019-07-01 -20,ambulatory,Urgent care clinic (environment),,None,2022-08-01 -20,ambulatory,Urgent care clinic (environment),,None,2019-09-01 -20,ambulatory,Urgent care clinic (environment),,None,2019-07-01 -20,ambulatory,Urgent care clinic (environment),None,,2022-08-01 -20,ambulatory,Urgent care clinic (environment),None,,2019-09-01 -20,ambulatory,Urgent care clinic (environment),None,,2019-07-01 -20,ambulatory,Urgent care clinic (environment),None,None,2022-08-01 -20,ambulatory,Urgent care clinic (environment),None,None,2019-09-01 -20,ambulatory,Urgent care clinic (environment),None,None,2019-07-01 -20,ambulatory,Prenatal visit,,,2022-11-01 -20,ambulatory,Prenatal visit,,,2022-09-01 -20,ambulatory,Prenatal visit,,,2021-12-01 -20,ambulatory,Prenatal visit,,,2021-02-01 -20,ambulatory,Prenatal visit,,,2021-01-01 -20,ambulatory,Prenatal visit,,,2020-08-01 -20,ambulatory,Prenatal visit,,,2019-05-01 -20,ambulatory,Prenatal visit,,,2018-10-01 -20,ambulatory,Prenatal visit,,,2018-04-01 -20,ambulatory,Prenatal visit,,,2017-05-01 -20,ambulatory,Prenatal visit,,,2017-03-01 -20,ambulatory,Prenatal visit,,None,2022-11-01 -20,ambulatory,Prenatal visit,,None,2022-09-01 -20,ambulatory,Prenatal visit,,None,2021-12-01 -20,ambulatory,Prenatal visit,,None,2021-02-01 -20,ambulatory,Prenatal visit,,None,2021-01-01 -20,ambulatory,Prenatal visit,,None,2020-08-01 -20,ambulatory,Prenatal visit,,None,2019-05-01 -20,ambulatory,Prenatal visit,,None,2018-10-01 -20,ambulatory,Prenatal visit,,None,2018-04-01 -20,ambulatory,Prenatal visit,,None,2017-05-01 -20,ambulatory,Prenatal visit,,None,2017-03-01 -20,ambulatory,Prenatal visit,None,,2022-11-01 -20,ambulatory,Prenatal visit,None,,2022-09-01 -20,ambulatory,Prenatal visit,None,,2021-12-01 -20,ambulatory,Prenatal visit,None,,2021-02-01 -20,ambulatory,Prenatal visit,None,,2021-01-01 -20,ambulatory,Prenatal visit,None,,2020-08-01 -20,ambulatory,Prenatal visit,None,,2019-05-01 -20,ambulatory,Prenatal visit,None,,2018-10-01 -20,ambulatory,Prenatal visit,None,,2018-04-01 -20,ambulatory,Prenatal visit,None,,2017-05-01 -20,ambulatory,Prenatal visit,None,,2017-03-01 -20,ambulatory,Prenatal visit,None,None,2022-11-01 -20,ambulatory,Prenatal visit,None,None,2022-09-01 -20,ambulatory,Prenatal visit,None,None,2021-12-01 -20,ambulatory,Prenatal visit,None,None,2021-02-01 -20,ambulatory,Prenatal visit,None,None,2021-01-01 -20,ambulatory,Prenatal visit,None,None,2020-08-01 -20,ambulatory,Prenatal visit,None,None,2019-05-01 -20,ambulatory,Prenatal visit,None,None,2018-10-01 -20,ambulatory,Prenatal visit,None,None,2018-04-01 -20,ambulatory,Prenatal visit,None,None,2017-05-01 -20,ambulatory,Prenatal visit,None,None,2017-03-01 -20,ambulatory,Outpatient procedure,,,2023-03-01 -20,ambulatory,Outpatient procedure,,None,2023-03-01 -20,ambulatory,Outpatient procedure,None,,2023-03-01 -20,ambulatory,Outpatient procedure,None,None,2023-03-01 -20,ambulatory,Encounter for symptom (procedure),,,2020-11-01 -20,ambulatory,Encounter for symptom (procedure),,None,2020-11-01 -20,ambulatory,Encounter for symptom (procedure),None,,2020-11-01 -20,ambulatory,Encounter for symptom (procedure),None,None,2020-11-01 -20,ambulatory,Encounter for symptom,,,2023-02-01 -20,ambulatory,Encounter for symptom,,,2022-11-01 -20,ambulatory,Encounter for symptom,,,2022-06-01 -20,ambulatory,Encounter for symptom,,,2021-03-01 -20,ambulatory,Encounter for symptom,,,2018-11-01 -20,ambulatory,Encounter for symptom,,,2018-03-01 -20,ambulatory,Encounter for symptom,,,2016-06-01 -20,ambulatory,Encounter for symptom,,None,2023-02-01 -20,ambulatory,Encounter for symptom,,None,2022-11-01 -20,ambulatory,Encounter for symptom,,None,2022-06-01 -20,ambulatory,Encounter for symptom,,None,2021-03-01 -20,ambulatory,Encounter for symptom,,None,2018-11-01 -20,ambulatory,Encounter for symptom,,None,2018-03-01 -20,ambulatory,Encounter for symptom,,None,2016-06-01 -20,ambulatory,Encounter for symptom,None,,2023-02-01 -20,ambulatory,Encounter for symptom,None,,2022-11-01 -20,ambulatory,Encounter for symptom,None,,2022-06-01 -20,ambulatory,Encounter for symptom,None,,2021-03-01 -20,ambulatory,Encounter for symptom,None,,2018-11-01 -20,ambulatory,Encounter for symptom,None,,2018-03-01 -20,ambulatory,Encounter for symptom,None,,2016-06-01 -20,ambulatory,Encounter for symptom,None,None,2023-02-01 -20,ambulatory,Encounter for symptom,None,None,2022-11-01 -20,ambulatory,Encounter for symptom,None,None,2022-06-01 -20,ambulatory,Encounter for symptom,None,None,2021-03-01 -20,ambulatory,Encounter for symptom,None,None,2018-11-01 -20,ambulatory,Encounter for symptom,None,None,2018-03-01 -20,ambulatory,Encounter for symptom,None,None,2016-06-01 -19,,Well child visit (procedure),,,2019-11-01 -19,,Well child visit (procedure),,,2017-09-01 -19,,Well child visit (procedure),,None,2019-11-01 -19,,Well child visit (procedure),,None,2017-09-01 -19,,Well child visit (procedure),None,,2019-11-01 -19,,Well child visit (procedure),None,,2017-09-01 -19,,Well child visit (procedure),None,None,2019-11-01 -19,,Well child visit (procedure),None,None,2017-09-01 -19,,Urgent care clinic (environment),,,2023-03-01 -19,,Urgent care clinic (environment),,,2020-12-01 -19,,Urgent care clinic (environment),,,2020-07-01 -19,,Urgent care clinic (environment),,,2018-10-01 -19,,Urgent care clinic (environment),,None,2023-03-01 -19,,Urgent care clinic (environment),,None,2020-12-01 -19,,Urgent care clinic (environment),,None,2020-07-01 -19,,Urgent care clinic (environment),,None,2018-10-01 -19,,Urgent care clinic (environment),None,,2023-03-01 -19,,Urgent care clinic (environment),None,,2020-12-01 -19,,Urgent care clinic (environment),None,,2020-07-01 -19,,Urgent care clinic (environment),None,,2018-10-01 -19,,Urgent care clinic (environment),None,None,2023-03-01 -19,,Urgent care clinic (environment),None,None,2020-12-01 -19,,Urgent care clinic (environment),None,None,2020-07-01 -19,,Urgent care clinic (environment),None,None,2018-10-01 -19,,Prenatal visit,,,2021-05-01 -19,,Prenatal visit,,,2020-03-01 -19,,Prenatal visit,,,2019-12-01 -19,,Prenatal visit,,,2019-11-01 -19,,Prenatal visit,,,2018-07-01 -19,,Prenatal visit,,,2018-06-01 -19,,Prenatal visit,,,2017-10-01 -19,,Prenatal visit,,None,2021-05-01 -19,,Prenatal visit,,None,2020-03-01 -19,,Prenatal visit,,None,2019-12-01 -19,,Prenatal visit,,None,2019-11-01 -19,,Prenatal visit,,None,2018-07-01 -19,,Prenatal visit,,None,2018-06-01 -19,,Prenatal visit,,None,2017-10-01 -19,,Prenatal visit,None,,2021-05-01 -19,,Prenatal visit,None,,2020-03-01 -19,,Prenatal visit,None,,2019-12-01 -19,,Prenatal visit,None,,2019-11-01 -19,,Prenatal visit,None,,2018-07-01 -19,,Prenatal visit,None,,2018-06-01 -19,,Prenatal visit,None,,2017-10-01 -19,,Prenatal visit,None,None,2021-05-01 -19,,Prenatal visit,None,None,2020-03-01 -19,,Prenatal visit,None,None,2019-12-01 -19,,Prenatal visit,None,None,2019-11-01 -19,,Prenatal visit,None,None,2018-07-01 -19,,Prenatal visit,None,None,2018-06-01 -19,,Prenatal visit,None,None,2017-10-01 -19,,Patient encounter procedure,,,2023-02-01 -19,,Patient encounter procedure,,,2023-01-01 -19,,Patient encounter procedure,,,2022-10-01 -19,,Patient encounter procedure,,,2021-10-01 -19,,Patient encounter procedure,,,2020-09-01 -19,,Patient encounter procedure,,,2020-01-01 -19,,Patient encounter procedure,,,2019-06-01 -19,,Patient encounter procedure,,None,2023-02-01 -19,,Patient encounter procedure,,None,2023-01-01 -19,,Patient encounter procedure,,None,2022-10-01 -19,,Patient encounter procedure,,None,2021-10-01 -19,,Patient encounter procedure,,None,2020-09-01 -19,,Patient encounter procedure,,None,2020-01-01 -19,,Patient encounter procedure,,None,2019-06-01 -19,,Patient encounter procedure,None,,2023-02-01 -19,,Patient encounter procedure,None,,2023-01-01 -19,,Patient encounter procedure,None,,2022-10-01 -19,,Patient encounter procedure,None,,2021-10-01 -19,,Patient encounter procedure,None,,2020-09-01 -19,,Patient encounter procedure,None,,2020-01-01 -19,,Patient encounter procedure,None,,2019-06-01 -19,,Patient encounter procedure,None,None,2023-02-01 -19,,Patient encounter procedure,None,None,2023-01-01 -19,,Patient encounter procedure,None,None,2022-10-01 -19,,Patient encounter procedure,None,None,2021-10-01 -19,,Patient encounter procedure,None,None,2020-09-01 -19,,Patient encounter procedure,None,None,2020-01-01 -19,,Patient encounter procedure,None,None,2019-06-01 -19,,Encounter for symptom,,,2022-10-01 -19,,Encounter for symptom,,,2022-02-01 -19,,Encounter for symptom,,,2021-09-01 -19,,Encounter for symptom,,,2018-05-01 -19,,Encounter for symptom,,None,2022-10-01 -19,,Encounter for symptom,,None,2022-02-01 -19,,Encounter for symptom,,None,2021-09-01 -19,,Encounter for symptom,,None,2018-05-01 -19,,Encounter for symptom,None,,2022-10-01 -19,,Encounter for symptom,None,,2022-02-01 -19,,Encounter for symptom,None,,2021-09-01 -19,,Encounter for symptom,None,,2018-05-01 -19,,Encounter for symptom,None,None,2022-10-01 -19,,Encounter for symptom,None,None,2022-02-01 -19,,Encounter for symptom,None,None,2021-09-01 -19,,Encounter for symptom,None,None,2018-05-01 -19,emergency,,,,2021-08-01 -19,emergency,,,,2021-05-01 -19,emergency,,,,2020-04-01 -19,emergency,,,,2019-03-01 -19,emergency,,,,2017-09-01 -19,emergency,,,,2016-10-01 -19,emergency,,,,2016-06-01 -19,emergency,,,None,2021-08-01 -19,emergency,,,None,2021-05-01 -19,emergency,,,None,2020-04-01 -19,emergency,,,None,2019-03-01 -19,emergency,,,None,2017-09-01 -19,emergency,,,None,2016-10-01 -19,emergency,,,None,2016-06-01 -19,emergency,,None,,2021-08-01 -19,emergency,,None,,2021-05-01 -19,emergency,,None,,2020-04-01 -19,emergency,,None,,2019-03-01 -19,emergency,,None,,2017-09-01 -19,emergency,,None,,2016-10-01 -19,emergency,,None,,2016-06-01 -19,emergency,,None,None,2021-08-01 -19,emergency,,None,None,2021-05-01 -19,emergency,,None,None,2020-04-01 -19,emergency,,None,None,2019-03-01 -19,emergency,,None,None,2017-09-01 -19,emergency,,None,None,2016-10-01 -19,emergency,,None,None,2016-06-01 -19,ambulatory,Well child visit (procedure),,,2019-11-01 -19,ambulatory,Well child visit (procedure),,,2017-09-01 -19,ambulatory,Well child visit (procedure),,None,2019-11-01 -19,ambulatory,Well child visit (procedure),,None,2017-09-01 -19,ambulatory,Well child visit (procedure),None,,2019-11-01 -19,ambulatory,Well child visit (procedure),None,,2017-09-01 -19,ambulatory,Well child visit (procedure),None,None,2019-11-01 -19,ambulatory,Well child visit (procedure),None,None,2017-09-01 -19,ambulatory,Urgent care clinic (environment),,,2023-03-01 -19,ambulatory,Urgent care clinic (environment),,,2020-12-01 -19,ambulatory,Urgent care clinic (environment),,,2020-07-01 -19,ambulatory,Urgent care clinic (environment),,,2018-10-01 -19,ambulatory,Urgent care clinic (environment),,None,2023-03-01 -19,ambulatory,Urgent care clinic (environment),,None,2020-12-01 -19,ambulatory,Urgent care clinic (environment),,None,2020-07-01 -19,ambulatory,Urgent care clinic (environment),,None,2018-10-01 -19,ambulatory,Urgent care clinic (environment),None,,2023-03-01 -19,ambulatory,Urgent care clinic (environment),None,,2020-12-01 -19,ambulatory,Urgent care clinic (environment),None,,2020-07-01 -19,ambulatory,Urgent care clinic (environment),None,,2018-10-01 -19,ambulatory,Urgent care clinic (environment),None,None,2023-03-01 -19,ambulatory,Urgent care clinic (environment),None,None,2020-12-01 -19,ambulatory,Urgent care clinic (environment),None,None,2020-07-01 -19,ambulatory,Urgent care clinic (environment),None,None,2018-10-01 -19,ambulatory,Prenatal visit,,,2021-05-01 -19,ambulatory,Prenatal visit,,,2020-03-01 -19,ambulatory,Prenatal visit,,,2019-12-01 -19,ambulatory,Prenatal visit,,,2019-11-01 -19,ambulatory,Prenatal visit,,,2018-07-01 -19,ambulatory,Prenatal visit,,,2018-06-01 -19,ambulatory,Prenatal visit,,,2017-10-01 -19,ambulatory,Prenatal visit,,None,2021-05-01 -19,ambulatory,Prenatal visit,,None,2020-03-01 -19,ambulatory,Prenatal visit,,None,2019-12-01 -19,ambulatory,Prenatal visit,,None,2019-11-01 -19,ambulatory,Prenatal visit,,None,2018-07-01 -19,ambulatory,Prenatal visit,,None,2018-06-01 -19,ambulatory,Prenatal visit,,None,2017-10-01 -19,ambulatory,Prenatal visit,None,,2021-05-01 -19,ambulatory,Prenatal visit,None,,2020-03-01 -19,ambulatory,Prenatal visit,None,,2019-12-01 -19,ambulatory,Prenatal visit,None,,2019-11-01 -19,ambulatory,Prenatal visit,None,,2018-07-01 -19,ambulatory,Prenatal visit,None,,2018-06-01 -19,ambulatory,Prenatal visit,None,,2017-10-01 -19,ambulatory,Prenatal visit,None,None,2021-05-01 -19,ambulatory,Prenatal visit,None,None,2020-03-01 -19,ambulatory,Prenatal visit,None,None,2019-12-01 -19,ambulatory,Prenatal visit,None,None,2019-11-01 -19,ambulatory,Prenatal visit,None,None,2018-07-01 -19,ambulatory,Prenatal visit,None,None,2018-06-01 -19,ambulatory,Prenatal visit,None,None,2017-10-01 -19,ambulatory,Patient encounter procedure,,,2023-02-01 -19,ambulatory,Patient encounter procedure,,,2023-01-01 -19,ambulatory,Patient encounter procedure,,,2022-10-01 -19,ambulatory,Patient encounter procedure,,,2021-10-01 -19,ambulatory,Patient encounter procedure,,,2020-09-01 -19,ambulatory,Patient encounter procedure,,,2020-01-01 -19,ambulatory,Patient encounter procedure,,,2019-06-01 -19,ambulatory,Patient encounter procedure,,None,2023-02-01 -19,ambulatory,Patient encounter procedure,,None,2023-01-01 -19,ambulatory,Patient encounter procedure,,None,2022-10-01 -19,ambulatory,Patient encounter procedure,,None,2021-10-01 -19,ambulatory,Patient encounter procedure,,None,2020-09-01 -19,ambulatory,Patient encounter procedure,,None,2020-01-01 -19,ambulatory,Patient encounter procedure,,None,2019-06-01 -19,ambulatory,Patient encounter procedure,None,,2023-02-01 -19,ambulatory,Patient encounter procedure,None,,2023-01-01 -19,ambulatory,Patient encounter procedure,None,,2022-10-01 -19,ambulatory,Patient encounter procedure,None,,2021-10-01 -19,ambulatory,Patient encounter procedure,None,,2020-09-01 -19,ambulatory,Patient encounter procedure,None,,2020-01-01 -19,ambulatory,Patient encounter procedure,None,,2019-06-01 -19,ambulatory,Patient encounter procedure,None,None,2023-02-01 -19,ambulatory,Patient encounter procedure,None,None,2023-01-01 -19,ambulatory,Patient encounter procedure,None,None,2022-10-01 -19,ambulatory,Patient encounter procedure,None,None,2021-10-01 -19,ambulatory,Patient encounter procedure,None,None,2020-09-01 -19,ambulatory,Patient encounter procedure,None,None,2020-01-01 -19,ambulatory,Patient encounter procedure,None,None,2019-06-01 -19,ambulatory,Encounter for symptom,,,2022-10-01 -19,ambulatory,Encounter for symptom,,,2022-02-01 -19,ambulatory,Encounter for symptom,,,2021-09-01 -19,ambulatory,Encounter for symptom,,,2018-05-01 -19,ambulatory,Encounter for symptom,,None,2022-10-01 -19,ambulatory,Encounter for symptom,,None,2022-02-01 -19,ambulatory,Encounter for symptom,,None,2021-09-01 -19,ambulatory,Encounter for symptom,,None,2018-05-01 -19,ambulatory,Encounter for symptom,None,,2022-10-01 -19,ambulatory,Encounter for symptom,None,,2022-02-01 -19,ambulatory,Encounter for symptom,None,,2021-09-01 -19,ambulatory,Encounter for symptom,None,,2018-05-01 -19,ambulatory,Encounter for symptom,None,None,2022-10-01 -19,ambulatory,Encounter for symptom,None,None,2022-02-01 -19,ambulatory,Encounter for symptom,None,None,2021-09-01 -19,ambulatory,Encounter for symptom,None,None,2018-05-01 -18,,Urgent care clinic (environment),,,2018-07-01 -18,,Urgent care clinic (environment),,None,2018-07-01 -18,,Urgent care clinic (environment),None,,2018-07-01 -18,,Urgent care clinic (environment),None,None,2018-07-01 -18,,Prenatal visit,,,2021-09-01 -18,,Prenatal visit,,,2021-06-01 -18,,Prenatal visit,,,2020-06-01 -18,,Prenatal visit,,,2019-07-01 -18,,Prenatal visit,,,2017-09-01 -18,,Prenatal visit,,None,2021-09-01 -18,,Prenatal visit,,None,2021-06-01 -18,,Prenatal visit,,None,2020-06-01 -18,,Prenatal visit,,None,2019-07-01 -18,,Prenatal visit,,None,2017-09-01 -18,,Prenatal visit,None,,2021-09-01 -18,,Prenatal visit,None,,2021-06-01 -18,,Prenatal visit,None,,2020-06-01 -18,,Prenatal visit,None,,2019-07-01 -18,,Prenatal visit,None,,2017-09-01 -18,,Prenatal visit,None,None,2021-09-01 -18,,Prenatal visit,None,None,2021-06-01 -18,,Prenatal visit,None,None,2020-06-01 -18,,Prenatal visit,None,None,2019-07-01 -18,,Prenatal visit,None,None,2017-09-01 -18,,Patient encounter procedure,,,2021-01-01 -18,,Patient encounter procedure,,,2018-06-01 -18,,Patient encounter procedure,,,2018-03-01 -18,,Patient encounter procedure,,None,2021-01-01 -18,,Patient encounter procedure,,None,2018-06-01 -18,,Patient encounter procedure,,None,2018-03-01 -18,,Patient encounter procedure,None,,2021-01-01 -18,,Patient encounter procedure,None,,2018-06-01 -18,,Patient encounter procedure,None,,2018-03-01 -18,,Patient encounter procedure,None,None,2021-01-01 -18,,Patient encounter procedure,None,None,2018-06-01 -18,,Patient encounter procedure,None,None,2018-03-01 -18,,Outpatient procedure,,,2023-02-01 -18,,Outpatient procedure,,None,2023-02-01 -18,,Outpatient procedure,None,,2023-02-01 -18,,Outpatient procedure,None,None,2023-02-01 -18,,Encounter for symptom,,,2021-11-01 -18,,Encounter for symptom,,,2020-09-01 -18,,Encounter for symptom,,None,2021-11-01 -18,,Encounter for symptom,,None,2020-09-01 -18,,Encounter for symptom,None,,2021-11-01 -18,,Encounter for symptom,None,,2020-09-01 -18,,Encounter for symptom,None,None,2021-11-01 -18,,Encounter for symptom,None,None,2020-09-01 -18,,Encounter for Problem,,, -18,,Encounter for Problem,,None, -18,,Encounter for Problem,None,, -18,,Encounter for Problem,None,None, -18,emergency,,,,2022-12-01 -18,emergency,,,,2022-04-01 -18,emergency,,,,2021-03-01 -18,emergency,,,,2020-07-01 -18,emergency,,,,2019-10-01 -18,emergency,,,,2018-03-01 -18,emergency,,,,2017-03-01 -18,emergency,,,,2017-02-01 -18,emergency,,,None,2022-12-01 -18,emergency,,,None,2022-04-01 -18,emergency,,,None,2021-03-01 -18,emergency,,,None,2020-07-01 -18,emergency,,,None,2019-10-01 -18,emergency,,,None,2018-03-01 -18,emergency,,,None,2017-03-01 -18,emergency,,,None,2017-02-01 -18,emergency,,None,,2022-12-01 -18,emergency,,None,,2022-04-01 -18,emergency,,None,,2021-03-01 -18,emergency,,None,,2020-07-01 -18,emergency,,None,,2019-10-01 -18,emergency,,None,,2018-03-01 -18,emergency,,None,,2017-03-01 -18,emergency,,None,,2017-02-01 -18,emergency,,None,None,2022-12-01 -18,emergency,,None,None,2022-04-01 -18,emergency,,None,None,2021-03-01 -18,emergency,,None,None,2020-07-01 -18,emergency,,None,None,2019-10-01 -18,emergency,,None,None,2018-03-01 -18,emergency,,None,None,2017-03-01 -18,emergency,,None,None,2017-02-01 -18,ambulatory,Urgent care clinic (environment),,,2018-07-01 -18,ambulatory,Urgent care clinic (environment),,None,2018-07-01 -18,ambulatory,Urgent care clinic (environment),None,,2018-07-01 -18,ambulatory,Urgent care clinic (environment),None,None,2018-07-01 -18,ambulatory,Prenatal visit,,,2021-09-01 -18,ambulatory,Prenatal visit,,,2021-06-01 -18,ambulatory,Prenatal visit,,,2020-06-01 -18,ambulatory,Prenatal visit,,,2019-07-01 -18,ambulatory,Prenatal visit,,,2017-09-01 -18,ambulatory,Prenatal visit,,None,2021-09-01 -18,ambulatory,Prenatal visit,,None,2021-06-01 -18,ambulatory,Prenatal visit,,None,2020-06-01 -18,ambulatory,Prenatal visit,,None,2019-07-01 -18,ambulatory,Prenatal visit,,None,2017-09-01 -18,ambulatory,Prenatal visit,None,,2021-09-01 -18,ambulatory,Prenatal visit,None,,2021-06-01 -18,ambulatory,Prenatal visit,None,,2020-06-01 -18,ambulatory,Prenatal visit,None,,2019-07-01 -18,ambulatory,Prenatal visit,None,,2017-09-01 -18,ambulatory,Prenatal visit,None,None,2021-09-01 -18,ambulatory,Prenatal visit,None,None,2021-06-01 -18,ambulatory,Prenatal visit,None,None,2020-06-01 -18,ambulatory,Prenatal visit,None,None,2019-07-01 -18,ambulatory,Prenatal visit,None,None,2017-09-01 -18,ambulatory,Patient encounter procedure,,,2021-01-01 -18,ambulatory,Patient encounter procedure,,,2018-06-01 -18,ambulatory,Patient encounter procedure,,,2018-03-01 -18,ambulatory,Patient encounter procedure,,None,2021-01-01 -18,ambulatory,Patient encounter procedure,,None,2018-06-01 -18,ambulatory,Patient encounter procedure,,None,2018-03-01 -18,ambulatory,Patient encounter procedure,None,,2021-01-01 -18,ambulatory,Patient encounter procedure,None,,2018-06-01 -18,ambulatory,Patient encounter procedure,None,,2018-03-01 -18,ambulatory,Patient encounter procedure,None,None,2021-01-01 -18,ambulatory,Patient encounter procedure,None,None,2018-06-01 -18,ambulatory,Patient encounter procedure,None,None,2018-03-01 -18,ambulatory,Outpatient procedure,,,2023-02-01 -18,ambulatory,Outpatient procedure,,None,2023-02-01 -18,ambulatory,Outpatient procedure,None,,2023-02-01 -18,ambulatory,Outpatient procedure,None,None,2023-02-01 -18,ambulatory,Encounter for symptom,,,2021-11-01 -18,ambulatory,Encounter for symptom,,,2020-09-01 -18,ambulatory,Encounter for symptom,,None,2021-11-01 -18,ambulatory,Encounter for symptom,,None,2020-09-01 -18,ambulatory,Encounter for symptom,None,,2021-11-01 -18,ambulatory,Encounter for symptom,None,,2020-09-01 -18,ambulatory,Encounter for symptom,None,None,2021-11-01 -18,ambulatory,Encounter for symptom,None,None,2020-09-01 -17,,Prenatal visit,,,2021-07-01 -17,,Prenatal visit,,,2020-11-01 -17,,Prenatal visit,,,2020-10-01 -17,,Prenatal visit,,,2020-09-01 -17,,Prenatal visit,,,2020-07-01 -17,,Prenatal visit,,,2019-02-01 -17,,Prenatal visit,,,2018-12-01 -17,,Prenatal visit,,,2018-11-01 -17,,Prenatal visit,,,2017-08-01 -17,,Prenatal visit,,,2016-11-01 -17,,Prenatal visit,,None,2021-07-01 -17,,Prenatal visit,,None,2020-11-01 -17,,Prenatal visit,,None,2020-10-01 -17,,Prenatal visit,,None,2020-09-01 -17,,Prenatal visit,,None,2020-07-01 -17,,Prenatal visit,,None,2019-02-01 -17,,Prenatal visit,,None,2018-12-01 -17,,Prenatal visit,,None,2018-11-01 -17,,Prenatal visit,,None,2017-08-01 -17,,Prenatal visit,,None,2016-11-01 -17,,Prenatal visit,None,,2021-07-01 -17,,Prenatal visit,None,,2020-11-01 -17,,Prenatal visit,None,,2020-10-01 -17,,Prenatal visit,None,,2020-09-01 -17,,Prenatal visit,None,,2020-07-01 -17,,Prenatal visit,None,,2019-02-01 -17,,Prenatal visit,None,,2018-12-01 -17,,Prenatal visit,None,,2018-11-01 -17,,Prenatal visit,None,,2017-08-01 -17,,Prenatal visit,None,,2016-11-01 -17,,Prenatal visit,None,None,2021-07-01 -17,,Prenatal visit,None,None,2020-11-01 -17,,Prenatal visit,None,None,2020-10-01 -17,,Prenatal visit,None,None,2020-09-01 -17,,Prenatal visit,None,None,2020-07-01 -17,,Prenatal visit,None,None,2019-02-01 -17,,Prenatal visit,None,None,2018-12-01 -17,,Prenatal visit,None,None,2018-11-01 -17,,Prenatal visit,None,None,2017-08-01 -17,,Prenatal visit,None,None,2016-11-01 -17,,Patient encounter procedure,,,2020-07-01 -17,,Patient encounter procedure,,,2020-03-01 -17,,Patient encounter procedure,,,2018-09-01 -17,,Patient encounter procedure,,None,2020-07-01 -17,,Patient encounter procedure,,None,2020-03-01 -17,,Patient encounter procedure,,None,2018-09-01 -17,,Patient encounter procedure,None,,2020-07-01 -17,,Patient encounter procedure,None,,2020-03-01 -17,,Patient encounter procedure,None,,2018-09-01 -17,,Patient encounter procedure,None,None,2020-07-01 -17,,Patient encounter procedure,None,None,2020-03-01 -17,,Patient encounter procedure,None,None,2018-09-01 -17,,Outpatient procedure,,,2022-12-01 -17,,Outpatient procedure,,,2022-08-01 -17,,Outpatient procedure,,,2016-10-01 -17,,Outpatient procedure,,None,2022-12-01 -17,,Outpatient procedure,,None,2022-08-01 -17,,Outpatient procedure,,None,2016-10-01 -17,,Outpatient procedure,None,,2022-12-01 -17,,Outpatient procedure,None,,2022-08-01 -17,,Outpatient procedure,None,,2016-10-01 -17,,Outpatient procedure,None,None,2022-12-01 -17,,Outpatient procedure,None,None,2022-08-01 -17,,Outpatient procedure,None,None,2016-10-01 -17,,Office Visit,,, -17,,Office Visit,,None, -17,,Office Visit,None,, -17,,Office Visit,None,None, -17,,Encounter for symptom (procedure),,,2020-12-01 -17,,Encounter for symptom (procedure),,None,2020-12-01 -17,,Encounter for symptom (procedure),None,,2020-12-01 -17,,Encounter for symptom (procedure),None,None,2020-12-01 -17,,Encounter for symptom,,,2018-07-01 -17,,Encounter for symptom,,,2018-04-01 -17,,Encounter for symptom,,,2017-10-01 -17,,Encounter for symptom,,None,2018-07-01 -17,,Encounter for symptom,,None,2018-04-01 -17,,Encounter for symptom,,None,2017-10-01 -17,,Encounter for symptom,None,,2018-07-01 -17,,Encounter for symptom,None,,2018-04-01 -17,,Encounter for symptom,None,,2017-10-01 -17,,Encounter for symptom,None,None,2018-07-01 -17,,Encounter for symptom,None,None,2018-04-01 -17,,Encounter for symptom,None,None,2017-10-01 -17,,Encounter for check up (procedure),,,2017-04-01 -17,,Encounter for check up (procedure),,None,2017-04-01 -17,,Encounter for check up (procedure),None,,2017-04-01 -17,,Encounter for check up (procedure),None,None,2017-04-01 -17,,Emergency room admission (procedure),,,2019-02-01 -17,,Emergency room admission (procedure),,None,2019-02-01 -17,,Emergency room admission (procedure),None,,2019-02-01 -17,,Emergency room admission (procedure),None,None,2019-02-01 -17,emergency,,,,2023-02-01 -17,emergency,,,,2021-12-01 -17,emergency,,,,2020-09-01 -17,emergency,,,,2019-04-01 -17,emergency,,,,2018-09-01 -17,emergency,,,,2018-01-01 -17,emergency,,,,2017-11-01 -17,emergency,,,,2016-08-01 -17,emergency,,,None,2023-02-01 -17,emergency,,,None,2021-12-01 -17,emergency,,,None,2020-09-01 -17,emergency,,,None,2019-04-01 -17,emergency,,,None,2018-09-01 -17,emergency,,,None,2018-01-01 -17,emergency,,,None,2017-11-01 -17,emergency,,,None,2016-08-01 -17,emergency,,None,,2023-02-01 -17,emergency,,None,,2021-12-01 -17,emergency,,None,,2020-09-01 -17,emergency,,None,,2019-04-01 -17,emergency,,None,,2018-09-01 -17,emergency,,None,,2018-01-01 -17,emergency,,None,,2017-11-01 -17,emergency,,None,,2016-08-01 -17,emergency,,None,None,2023-02-01 -17,emergency,,None,None,2021-12-01 -17,emergency,,None,None,2020-09-01 -17,emergency,,None,None,2019-04-01 -17,emergency,,None,None,2018-09-01 -17,emergency,,None,None,2018-01-01 -17,emergency,,None,None,2017-11-01 -17,emergency,,None,None,2016-08-01 -17,emergency,Emergency room admission (procedure),,,2019-02-01 -17,emergency,Emergency room admission (procedure),,None,2019-02-01 -17,emergency,Emergency room admission (procedure),None,,2019-02-01 -17,emergency,Emergency room admission (procedure),None,None,2019-02-01 -17,ambulatory,Prenatal visit,,,2021-07-01 -17,ambulatory,Prenatal visit,,,2020-11-01 -17,ambulatory,Prenatal visit,,,2020-10-01 -17,ambulatory,Prenatal visit,,,2020-09-01 -17,ambulatory,Prenatal visit,,,2020-07-01 -17,ambulatory,Prenatal visit,,,2019-02-01 -17,ambulatory,Prenatal visit,,,2018-12-01 -17,ambulatory,Prenatal visit,,,2018-11-01 -17,ambulatory,Prenatal visit,,,2017-08-01 -17,ambulatory,Prenatal visit,,,2016-11-01 -17,ambulatory,Prenatal visit,,None,2021-07-01 -17,ambulatory,Prenatal visit,,None,2020-11-01 -17,ambulatory,Prenatal visit,,None,2020-10-01 -17,ambulatory,Prenatal visit,,None,2020-09-01 -17,ambulatory,Prenatal visit,,None,2020-07-01 -17,ambulatory,Prenatal visit,,None,2019-02-01 -17,ambulatory,Prenatal visit,,None,2018-12-01 -17,ambulatory,Prenatal visit,,None,2018-11-01 -17,ambulatory,Prenatal visit,,None,2017-08-01 -17,ambulatory,Prenatal visit,,None,2016-11-01 -17,ambulatory,Prenatal visit,None,,2021-07-01 -17,ambulatory,Prenatal visit,None,,2020-11-01 -17,ambulatory,Prenatal visit,None,,2020-10-01 -17,ambulatory,Prenatal visit,None,,2020-09-01 -17,ambulatory,Prenatal visit,None,,2020-07-01 -17,ambulatory,Prenatal visit,None,,2019-02-01 -17,ambulatory,Prenatal visit,None,,2018-12-01 -17,ambulatory,Prenatal visit,None,,2018-11-01 -17,ambulatory,Prenatal visit,None,,2017-08-01 -17,ambulatory,Prenatal visit,None,,2016-11-01 -17,ambulatory,Prenatal visit,None,None,2021-07-01 -17,ambulatory,Prenatal visit,None,None,2020-11-01 -17,ambulatory,Prenatal visit,None,None,2020-10-01 -17,ambulatory,Prenatal visit,None,None,2020-09-01 -17,ambulatory,Prenatal visit,None,None,2020-07-01 -17,ambulatory,Prenatal visit,None,None,2019-02-01 -17,ambulatory,Prenatal visit,None,None,2018-12-01 -17,ambulatory,Prenatal visit,None,None,2018-11-01 -17,ambulatory,Prenatal visit,None,None,2017-08-01 -17,ambulatory,Prenatal visit,None,None,2016-11-01 -17,ambulatory,Patient encounter procedure,,,2020-07-01 -17,ambulatory,Patient encounter procedure,,,2020-03-01 -17,ambulatory,Patient encounter procedure,,,2018-09-01 -17,ambulatory,Patient encounter procedure,,None,2020-07-01 -17,ambulatory,Patient encounter procedure,,None,2020-03-01 -17,ambulatory,Patient encounter procedure,,None,2018-09-01 -17,ambulatory,Patient encounter procedure,None,,2020-07-01 -17,ambulatory,Patient encounter procedure,None,,2020-03-01 -17,ambulatory,Patient encounter procedure,None,,2018-09-01 -17,ambulatory,Patient encounter procedure,None,None,2020-07-01 -17,ambulatory,Patient encounter procedure,None,None,2020-03-01 -17,ambulatory,Patient encounter procedure,None,None,2018-09-01 -17,ambulatory,Outpatient procedure,,,2022-12-01 -17,ambulatory,Outpatient procedure,,,2022-08-01 -17,ambulatory,Outpatient procedure,,,2016-10-01 -17,ambulatory,Outpatient procedure,,None,2022-12-01 -17,ambulatory,Outpatient procedure,,None,2022-08-01 -17,ambulatory,Outpatient procedure,,None,2016-10-01 -17,ambulatory,Outpatient procedure,None,,2022-12-01 -17,ambulatory,Outpatient procedure,None,,2022-08-01 -17,ambulatory,Outpatient procedure,None,,2016-10-01 -17,ambulatory,Outpatient procedure,None,None,2022-12-01 -17,ambulatory,Outpatient procedure,None,None,2022-08-01 -17,ambulatory,Outpatient procedure,None,None,2016-10-01 -17,ambulatory,Encounter for symptom (procedure),,,2020-12-01 -17,ambulatory,Encounter for symptom (procedure),,None,2020-12-01 -17,ambulatory,Encounter for symptom (procedure),None,,2020-12-01 -17,ambulatory,Encounter for symptom (procedure),None,None,2020-12-01 -17,ambulatory,Encounter for symptom,,,2018-07-01 -17,ambulatory,Encounter for symptom,,,2018-04-01 -17,ambulatory,Encounter for symptom,,,2017-10-01 -17,ambulatory,Encounter for symptom,,None,2018-07-01 -17,ambulatory,Encounter for symptom,,None,2018-04-01 -17,ambulatory,Encounter for symptom,,None,2017-10-01 -17,ambulatory,Encounter for symptom,None,,2018-07-01 -17,ambulatory,Encounter for symptom,None,,2018-04-01 -17,ambulatory,Encounter for symptom,None,,2017-10-01 -17,ambulatory,Encounter for symptom,None,None,2018-07-01 -17,ambulatory,Encounter for symptom,None,None,2018-04-01 -17,ambulatory,Encounter for symptom,None,None,2017-10-01 -17,ambulatory,Encounter for check up (procedure),,,2017-04-01 -17,ambulatory,Encounter for check up (procedure),,None,2017-04-01 -17,ambulatory,Encounter for check up (procedure),None,,2017-04-01 -17,ambulatory,Encounter for check up (procedure),None,None,2017-04-01 -16,,Urgent care clinic (environment),,,2022-03-01 -16,,Urgent care clinic (environment),,,2017-06-01 -16,,Urgent care clinic (environment),,None,2022-03-01 -16,,Urgent care clinic (environment),,None,2017-06-01 -16,,Urgent care clinic (environment),None,,2022-03-01 -16,,Urgent care clinic (environment),None,,2017-06-01 -16,,Urgent care clinic (environment),None,None,2022-03-01 -16,,Urgent care clinic (environment),None,None,2017-06-01 -16,,Prenatal visit,,,2019-10-01 -16,,Prenatal visit,,,2019-08-01 -16,,Prenatal visit,,,2019-06-01 -16,,Prenatal visit,,,2019-01-01 -16,,Prenatal visit,,,2017-11-01 -16,,Prenatal visit,,,2017-07-01 -16,,Prenatal visit,,None,2019-10-01 -16,,Prenatal visit,,None,2019-08-01 -16,,Prenatal visit,,None,2019-06-01 -16,,Prenatal visit,,None,2019-01-01 -16,,Prenatal visit,,None,2017-11-01 -16,,Prenatal visit,,None,2017-07-01 -16,,Prenatal visit,None,,2019-10-01 -16,,Prenatal visit,None,,2019-08-01 -16,,Prenatal visit,None,,2019-06-01 -16,,Prenatal visit,None,,2019-01-01 -16,,Prenatal visit,None,,2017-11-01 -16,,Prenatal visit,None,,2017-07-01 -16,,Prenatal visit,None,None,2019-10-01 -16,,Prenatal visit,None,None,2019-08-01 -16,,Prenatal visit,None,None,2019-06-01 -16,,Prenatal visit,None,None,2019-01-01 -16,,Prenatal visit,None,None,2017-11-01 -16,,Prenatal visit,None,None,2017-07-01 -16,,Patient transfer to intensive care unit (procedure),,, -16,,Patient transfer to intensive care unit (procedure),,None, -16,,Patient transfer to intensive care unit (procedure),None,, -16,,Patient transfer to intensive care unit (procedure),None,None, -16,,Patient encounter procedure,,,2022-11-01 -16,,Patient encounter procedure,,,2022-04-01 -16,,Patient encounter procedure,,,2020-11-01 -16,,Patient encounter procedure,,,2020-06-01 -16,,Patient encounter procedure,,,2020-05-01 -16,,Patient encounter procedure,,,2020-04-01 -16,,Patient encounter procedure,,,2019-10-01 -16,,Patient encounter procedure,,,2019-09-01 -16,,Patient encounter procedure,,,2018-12-01 -16,,Patient encounter procedure,,None,2022-11-01 -16,,Patient encounter procedure,,None,2022-04-01 -16,,Patient encounter procedure,,None,2020-11-01 -16,,Patient encounter procedure,,None,2020-06-01 -16,,Patient encounter procedure,,None,2020-05-01 -16,,Patient encounter procedure,,None,2020-04-01 -16,,Patient encounter procedure,,None,2019-10-01 -16,,Patient encounter procedure,,None,2019-09-01 -16,,Patient encounter procedure,,None,2018-12-01 -16,,Patient encounter procedure,None,,2022-11-01 -16,,Patient encounter procedure,None,,2022-04-01 -16,,Patient encounter procedure,None,,2020-11-01 -16,,Patient encounter procedure,None,,2020-06-01 -16,,Patient encounter procedure,None,,2020-05-01 -16,,Patient encounter procedure,None,,2020-04-01 -16,,Patient encounter procedure,None,,2019-10-01 -16,,Patient encounter procedure,None,,2019-09-01 -16,,Patient encounter procedure,None,,2018-12-01 -16,,Patient encounter procedure,None,None,2022-11-01 -16,,Patient encounter procedure,None,None,2022-04-01 -16,,Patient encounter procedure,None,None,2020-11-01 -16,,Patient encounter procedure,None,None,2020-06-01 -16,,Patient encounter procedure,None,None,2020-05-01 -16,,Patient encounter procedure,None,None,2020-04-01 -16,,Patient encounter procedure,None,None,2019-10-01 -16,,Patient encounter procedure,None,None,2019-09-01 -16,,Patient encounter procedure,None,None,2018-12-01 -16,,Outpatient procedure,,,2023-01-01 -16,,Outpatient procedure,,,2022-11-01 -16,,Outpatient procedure,,None,2023-01-01 -16,,Outpatient procedure,,None,2022-11-01 -16,,Outpatient procedure,None,,2023-01-01 -16,,Outpatient procedure,None,,2022-11-01 -16,,Outpatient procedure,None,None,2023-01-01 -16,,Outpatient procedure,None,None,2022-11-01 -16,,Encounter for symptom,,,2021-01-01 -16,,Encounter for symptom,,,2020-12-01 -16,,Encounter for symptom,,,2019-11-01 -16,,Encounter for symptom,,None,2021-01-01 -16,,Encounter for symptom,,None,2020-12-01 -16,,Encounter for symptom,,None,2019-11-01 -16,,Encounter for symptom,None,,2021-01-01 -16,,Encounter for symptom,None,,2020-12-01 -16,,Encounter for symptom,None,,2019-11-01 -16,,Encounter for symptom,None,None,2021-01-01 -16,,Encounter for symptom,None,None,2020-12-01 -16,,Encounter for symptom,None,None,2019-11-01 -16,,Emergency room admission (procedure),,,2022-05-01 -16,,Emergency room admission (procedure),,,2022-04-01 -16,,Emergency room admission (procedure),,,2019-10-01 -16,,Emergency room admission (procedure),,,2016-07-01 -16,,Emergency room admission (procedure),,None,2022-05-01 -16,,Emergency room admission (procedure),,None,2022-04-01 -16,,Emergency room admission (procedure),,None,2019-10-01 -16,,Emergency room admission (procedure),,None,2016-07-01 -16,,Emergency room admission (procedure),None,,2022-05-01 -16,,Emergency room admission (procedure),None,,2022-04-01 -16,,Emergency room admission (procedure),None,,2019-10-01 -16,,Emergency room admission (procedure),None,,2016-07-01 -16,,Emergency room admission (procedure),None,None,2022-05-01 -16,,Emergency room admission (procedure),None,None,2022-04-01 -16,,Emergency room admission (procedure),None,None,2019-10-01 -16,,Emergency room admission (procedure),None,None,2016-07-01 -16,,Admission to ward (procedure),,, -16,,Admission to ward (procedure),,None, -16,,Admission to ward (procedure),None,, -16,,Admission to ward (procedure),None,None, -16,inpatient encounter,Patient transfer to intensive care unit (procedure),,, -16,inpatient encounter,Patient transfer to intensive care unit (procedure),,None, -16,inpatient encounter,Patient transfer to intensive care unit (procedure),None,, -16,inpatient encounter,Patient transfer to intensive care unit (procedure),None,None, -16,inpatient encounter,Hospital admission (procedure),,, -16,inpatient encounter,Hospital admission (procedure),,None, -16,inpatient encounter,Hospital admission (procedure),None,, -16,inpatient encounter,Hospital admission (procedure),None,None, -16,inpatient encounter,Encounter for problem (procedure),,, -16,inpatient encounter,Encounter for problem (procedure),,None, -16,inpatient encounter,Encounter for problem (procedure),None,, -16,inpatient encounter,Encounter for problem (procedure),None,None, -16,inpatient encounter,Admission to ward (procedure),,, -16,inpatient encounter,Admission to ward (procedure),,None, -16,inpatient encounter,Admission to ward (procedure),None,, -16,inpatient encounter,Admission to ward (procedure),None,None, -16,emergency,,,,2022-08-01 -16,emergency,,,,2022-03-01 -16,emergency,,,,2021-02-01 -16,emergency,,,,2020-10-01 -16,emergency,,,,2018-11-01 -16,emergency,,,,2018-02-01 -16,emergency,,,,2016-09-01 -16,emergency,,,None,2022-08-01 -16,emergency,,,None,2022-03-01 -16,emergency,,,None,2021-02-01 -16,emergency,,,None,2020-10-01 -16,emergency,,,None,2018-11-01 -16,emergency,,,None,2018-02-01 -16,emergency,,,None,2016-09-01 -16,emergency,,None,,2022-08-01 -16,emergency,,None,,2022-03-01 -16,emergency,,None,,2021-02-01 -16,emergency,,None,,2020-10-01 -16,emergency,,None,,2018-11-01 -16,emergency,,None,,2018-02-01 -16,emergency,,None,,2016-09-01 -16,emergency,,None,None,2022-08-01 -16,emergency,,None,None,2022-03-01 -16,emergency,,None,None,2021-02-01 -16,emergency,,None,None,2020-10-01 -16,emergency,,None,None,2018-11-01 -16,emergency,,None,None,2018-02-01 -16,emergency,,None,None,2016-09-01 -16,emergency,Encounter for Problem,,, -16,emergency,Encounter for Problem,,None, -16,emergency,Encounter for Problem,None,, -16,emergency,Encounter for Problem,None,None, -16,emergency,Emergency room admission (procedure),,,2022-05-01 -16,emergency,Emergency room admission (procedure),,,2022-04-01 -16,emergency,Emergency room admission (procedure),,,2019-10-01 -16,emergency,Emergency room admission (procedure),,,2016-07-01 -16,emergency,Emergency room admission (procedure),,None,2022-05-01 -16,emergency,Emergency room admission (procedure),,None,2022-04-01 -16,emergency,Emergency room admission (procedure),,None,2019-10-01 -16,emergency,Emergency room admission (procedure),,None,2016-07-01 -16,emergency,Emergency room admission (procedure),None,,2022-05-01 -16,emergency,Emergency room admission (procedure),None,,2022-04-01 -16,emergency,Emergency room admission (procedure),None,,2019-10-01 -16,emergency,Emergency room admission (procedure),None,,2016-07-01 -16,emergency,Emergency room admission (procedure),None,None,2022-05-01 -16,emergency,Emergency room admission (procedure),None,None,2022-04-01 -16,emergency,Emergency room admission (procedure),None,None,2019-10-01 -16,emergency,Emergency room admission (procedure),None,None,2016-07-01 -16,ambulatory,Urgent care clinic (environment),,,2022-03-01 -16,ambulatory,Urgent care clinic (environment),,,2017-06-01 -16,ambulatory,Urgent care clinic (environment),,None,2022-03-01 -16,ambulatory,Urgent care clinic (environment),,None,2017-06-01 -16,ambulatory,Urgent care clinic (environment),None,,2022-03-01 -16,ambulatory,Urgent care clinic (environment),None,,2017-06-01 -16,ambulatory,Urgent care clinic (environment),None,None,2022-03-01 -16,ambulatory,Urgent care clinic (environment),None,None,2017-06-01 -16,ambulatory,Prenatal visit,,,2019-10-01 -16,ambulatory,Prenatal visit,,,2019-08-01 -16,ambulatory,Prenatal visit,,,2019-06-01 -16,ambulatory,Prenatal visit,,,2019-01-01 -16,ambulatory,Prenatal visit,,,2017-11-01 -16,ambulatory,Prenatal visit,,,2017-07-01 -16,ambulatory,Prenatal visit,,None,2019-10-01 -16,ambulatory,Prenatal visit,,None,2019-08-01 -16,ambulatory,Prenatal visit,,None,2019-06-01 -16,ambulatory,Prenatal visit,,None,2019-01-01 -16,ambulatory,Prenatal visit,,None,2017-11-01 -16,ambulatory,Prenatal visit,,None,2017-07-01 -16,ambulatory,Prenatal visit,None,,2019-10-01 -16,ambulatory,Prenatal visit,None,,2019-08-01 -16,ambulatory,Prenatal visit,None,,2019-06-01 -16,ambulatory,Prenatal visit,None,,2019-01-01 -16,ambulatory,Prenatal visit,None,,2017-11-01 -16,ambulatory,Prenatal visit,None,,2017-07-01 -16,ambulatory,Prenatal visit,None,None,2019-10-01 -16,ambulatory,Prenatal visit,None,None,2019-08-01 -16,ambulatory,Prenatal visit,None,None,2019-06-01 -16,ambulatory,Prenatal visit,None,None,2019-01-01 -16,ambulatory,Prenatal visit,None,None,2017-11-01 -16,ambulatory,Prenatal visit,None,None,2017-07-01 -16,ambulatory,Patient encounter procedure,,,2022-11-01 -16,ambulatory,Patient encounter procedure,,,2022-04-01 -16,ambulatory,Patient encounter procedure,,,2020-11-01 -16,ambulatory,Patient encounter procedure,,,2020-06-01 -16,ambulatory,Patient encounter procedure,,,2020-05-01 -16,ambulatory,Patient encounter procedure,,,2020-04-01 -16,ambulatory,Patient encounter procedure,,,2019-10-01 -16,ambulatory,Patient encounter procedure,,,2019-09-01 -16,ambulatory,Patient encounter procedure,,,2018-12-01 -16,ambulatory,Patient encounter procedure,,None,2022-11-01 -16,ambulatory,Patient encounter procedure,,None,2022-04-01 -16,ambulatory,Patient encounter procedure,,None,2020-11-01 -16,ambulatory,Patient encounter procedure,,None,2020-06-01 -16,ambulatory,Patient encounter procedure,,None,2020-05-01 -16,ambulatory,Patient encounter procedure,,None,2020-04-01 -16,ambulatory,Patient encounter procedure,,None,2019-10-01 -16,ambulatory,Patient encounter procedure,,None,2019-09-01 -16,ambulatory,Patient encounter procedure,,None,2018-12-01 -16,ambulatory,Patient encounter procedure,None,,2022-11-01 -16,ambulatory,Patient encounter procedure,None,,2022-04-01 -16,ambulatory,Patient encounter procedure,None,,2020-11-01 -16,ambulatory,Patient encounter procedure,None,,2020-06-01 -16,ambulatory,Patient encounter procedure,None,,2020-05-01 -16,ambulatory,Patient encounter procedure,None,,2020-04-01 -16,ambulatory,Patient encounter procedure,None,,2019-10-01 -16,ambulatory,Patient encounter procedure,None,,2019-09-01 -16,ambulatory,Patient encounter procedure,None,,2018-12-01 -16,ambulatory,Patient encounter procedure,None,None,2022-11-01 -16,ambulatory,Patient encounter procedure,None,None,2022-04-01 -16,ambulatory,Patient encounter procedure,None,None,2020-11-01 -16,ambulatory,Patient encounter procedure,None,None,2020-06-01 -16,ambulatory,Patient encounter procedure,None,None,2020-05-01 -16,ambulatory,Patient encounter procedure,None,None,2020-04-01 -16,ambulatory,Patient encounter procedure,None,None,2019-10-01 -16,ambulatory,Patient encounter procedure,None,None,2019-09-01 -16,ambulatory,Patient encounter procedure,None,None,2018-12-01 -16,ambulatory,Outpatient procedure,,,2023-01-01 -16,ambulatory,Outpatient procedure,,,2022-11-01 -16,ambulatory,Outpatient procedure,,None,2023-01-01 -16,ambulatory,Outpatient procedure,,None,2022-11-01 -16,ambulatory,Outpatient procedure,None,,2023-01-01 -16,ambulatory,Outpatient procedure,None,,2022-11-01 -16,ambulatory,Outpatient procedure,None,None,2023-01-01 -16,ambulatory,Outpatient procedure,None,None,2022-11-01 -16,ambulatory,Office Visit,,, -16,ambulatory,Office Visit,,None, -16,ambulatory,Office Visit,None,, -16,ambulatory,Office Visit,None,None, -16,ambulatory,Encounter for symptom,,,2020-12-01 -16,ambulatory,Encounter for symptom,,,2019-11-01 -16,ambulatory,Encounter for symptom,,None,2020-12-01 -16,ambulatory,Encounter for symptom,,None,2019-11-01 -16,ambulatory,Encounter for symptom,None,,2020-12-01 -16,ambulatory,Encounter for symptom,None,,2019-11-01 -16,ambulatory,Encounter for symptom,None,None,2020-12-01 -16,ambulatory,Encounter for symptom,None,None,2019-11-01 -15,,,,,2023-04-01 -15,,,,None,2023-04-01 -15,,,None,,2023-04-01 -15,,,None,None,2023-04-01 -15,,Prenatal visit,,,2021-10-01 -15,,Prenatal visit,,,2019-09-01 -15,,Prenatal visit,,,2019-03-01 -15,,Prenatal visit,,,2018-01-01 -15,,Prenatal visit,,None,2021-10-01 -15,,Prenatal visit,,None,2019-09-01 -15,,Prenatal visit,,None,2019-03-01 -15,,Prenatal visit,,None,2018-01-01 -15,,Prenatal visit,None,,2021-10-01 -15,,Prenatal visit,None,,2019-09-01 -15,,Prenatal visit,None,,2019-03-01 -15,,Prenatal visit,None,,2018-01-01 -15,,Prenatal visit,None,None,2021-10-01 -15,,Prenatal visit,None,None,2019-09-01 -15,,Prenatal visit,None,None,2019-03-01 -15,,Prenatal visit,None,None,2018-01-01 -15,,Patient encounter procedure,,,2023-03-01 -15,,Patient encounter procedure,,,2022-08-01 -15,,Patient encounter procedure,,,2022-05-01 -15,,Patient encounter procedure,,,2022-01-01 -15,,Patient encounter procedure,,,2021-08-01 -15,,Patient encounter procedure,,,2020-12-01 -15,,Patient encounter procedure,,,2020-10-01 -15,,Patient encounter procedure,,,2019-08-01 -15,,Patient encounter procedure,,,2016-07-01 -15,,Patient encounter procedure,,None,2023-03-01 -15,,Patient encounter procedure,,None,2022-08-01 -15,,Patient encounter procedure,,None,2022-05-01 -15,,Patient encounter procedure,,None,2022-01-01 -15,,Patient encounter procedure,,None,2021-08-01 -15,,Patient encounter procedure,,None,2020-12-01 -15,,Patient encounter procedure,,None,2020-10-01 -15,,Patient encounter procedure,,None,2019-08-01 -15,,Patient encounter procedure,,None,2016-07-01 -15,,Patient encounter procedure,None,,2023-03-01 -15,,Patient encounter procedure,None,,2022-08-01 -15,,Patient encounter procedure,None,,2022-05-01 -15,,Patient encounter procedure,None,,2022-01-01 -15,,Patient encounter procedure,None,,2021-08-01 -15,,Patient encounter procedure,None,,2020-12-01 -15,,Patient encounter procedure,None,,2020-10-01 -15,,Patient encounter procedure,None,,2019-08-01 -15,,Patient encounter procedure,None,,2016-07-01 -15,,Patient encounter procedure,None,None,2023-03-01 -15,,Patient encounter procedure,None,None,2022-08-01 -15,,Patient encounter procedure,None,None,2022-05-01 -15,,Patient encounter procedure,None,None,2022-01-01 -15,,Patient encounter procedure,None,None,2021-08-01 -15,,Patient encounter procedure,None,None,2020-12-01 -15,,Patient encounter procedure,None,None,2020-10-01 -15,,Patient encounter procedure,None,None,2019-08-01 -15,,Patient encounter procedure,None,None,2016-07-01 -15,,Outpatient procedure,,,2022-10-01 -15,,Outpatient procedure,,,2021-12-01 -15,,Outpatient procedure,,,2021-08-01 -15,,Outpatient procedure,,,2016-11-01 -15,,Outpatient procedure,,,2016-07-01 -15,,Outpatient procedure,,,2016-06-01 -15,,Outpatient procedure,,None,2022-10-01 -15,,Outpatient procedure,,None,2021-12-01 -15,,Outpatient procedure,,None,2021-08-01 -15,,Outpatient procedure,,None,2016-11-01 -15,,Outpatient procedure,,None,2016-07-01 -15,,Outpatient procedure,,None,2016-06-01 -15,,Outpatient procedure,None,,2022-10-01 -15,,Outpatient procedure,None,,2021-12-01 -15,,Outpatient procedure,None,,2021-08-01 -15,,Outpatient procedure,None,,2016-11-01 -15,,Outpatient procedure,None,,2016-07-01 -15,,Outpatient procedure,None,,2016-06-01 -15,,Outpatient procedure,None,None,2022-10-01 -15,,Outpatient procedure,None,None,2021-12-01 -15,,Outpatient procedure,None,None,2021-08-01 -15,,Outpatient procedure,None,None,2016-11-01 -15,,Outpatient procedure,None,None,2016-07-01 -15,,Outpatient procedure,None,None,2016-06-01 -15,,Encounter for symptom,,,2022-07-01 -15,,Encounter for symptom,,,2016-11-01 -15,,Encounter for symptom,,None,2022-07-01 -15,,Encounter for symptom,,None,2016-11-01 -15,,Encounter for symptom,None,,2022-07-01 -15,,Encounter for symptom,None,,2016-11-01 -15,,Encounter for symptom,None,None,2022-07-01 -15,,Encounter for symptom,None,None,2016-11-01 -15,,Emergency room admission (procedure),,,2023-03-01 -15,,Emergency room admission (procedure),,,2022-12-01 -15,,Emergency room admission (procedure),,,2021-09-01 -15,,Emergency room admission (procedure),,,2021-08-01 -15,,Emergency room admission (procedure),,,2020-05-01 -15,,Emergency room admission (procedure),,,2018-03-01 -15,,Emergency room admission (procedure),,,2017-07-01 -15,,Emergency room admission (procedure),,,2017-04-01 -15,,Emergency room admission (procedure),,,2017-02-01 -15,,Emergency room admission (procedure),,,2017-01-01 -15,,Emergency room admission (procedure),,None,2023-03-01 -15,,Emergency room admission (procedure),,None,2022-12-01 -15,,Emergency room admission (procedure),,None,2021-09-01 -15,,Emergency room admission (procedure),,None,2021-08-01 -15,,Emergency room admission (procedure),,None,2020-05-01 -15,,Emergency room admission (procedure),,None,2018-03-01 -15,,Emergency room admission (procedure),,None,2017-07-01 -15,,Emergency room admission (procedure),,None,2017-04-01 -15,,Emergency room admission (procedure),,None,2017-02-01 -15,,Emergency room admission (procedure),,None,2017-01-01 -15,,Emergency room admission (procedure),None,,2023-03-01 -15,,Emergency room admission (procedure),None,,2022-12-01 -15,,Emergency room admission (procedure),None,,2021-09-01 -15,,Emergency room admission (procedure),None,,2021-08-01 -15,,Emergency room admission (procedure),None,,2020-05-01 -15,,Emergency room admission (procedure),None,,2018-03-01 -15,,Emergency room admission (procedure),None,,2017-07-01 -15,,Emergency room admission (procedure),None,,2017-04-01 -15,,Emergency room admission (procedure),None,,2017-02-01 -15,,Emergency room admission (procedure),None,,2017-01-01 -15,,Emergency room admission (procedure),None,None,2023-03-01 -15,,Emergency room admission (procedure),None,None,2022-12-01 -15,,Emergency room admission (procedure),None,None,2021-09-01 -15,,Emergency room admission (procedure),None,None,2021-08-01 -15,,Emergency room admission (procedure),None,None,2020-05-01 -15,,Emergency room admission (procedure),None,None,2018-03-01 -15,,Emergency room admission (procedure),None,None,2017-07-01 -15,,Emergency room admission (procedure),None,None,2017-04-01 -15,,Emergency room admission (procedure),None,None,2017-02-01 -15,,Emergency room admission (procedure),None,None,2017-01-01 -15,,Allergic disorder follow-up assessment,,, -15,,Allergic disorder follow-up assessment,,None, -15,,Allergic disorder follow-up assessment,None,, -15,,Allergic disorder follow-up assessment,None,None, -15,emergency,,,,2020-01-01 -15,emergency,,,,2018-12-01 -15,emergency,,,,2018-10-01 -15,emergency,,,,2018-08-01 -15,emergency,,,,2017-10-01 -15,emergency,,,None,2020-01-01 -15,emergency,,,None,2018-12-01 -15,emergency,,,None,2018-10-01 -15,emergency,,,None,2018-08-01 -15,emergency,,,None,2017-10-01 -15,emergency,,None,,2020-01-01 -15,emergency,,None,,2018-12-01 -15,emergency,,None,,2018-10-01 -15,emergency,,None,,2018-08-01 -15,emergency,,None,,2017-10-01 -15,emergency,,None,None,2020-01-01 -15,emergency,,None,None,2018-12-01 -15,emergency,,None,None,2018-10-01 -15,emergency,,None,None,2018-08-01 -15,emergency,,None,None,2017-10-01 -15,emergency,Emergency room admission (procedure),,,2023-03-01 -15,emergency,Emergency room admission (procedure),,,2022-12-01 -15,emergency,Emergency room admission (procedure),,,2021-09-01 -15,emergency,Emergency room admission (procedure),,,2021-08-01 -15,emergency,Emergency room admission (procedure),,,2020-05-01 -15,emergency,Emergency room admission (procedure),,,2018-03-01 -15,emergency,Emergency room admission (procedure),,,2017-07-01 -15,emergency,Emergency room admission (procedure),,,2017-04-01 -15,emergency,Emergency room admission (procedure),,,2017-02-01 -15,emergency,Emergency room admission (procedure),,,2017-01-01 -15,emergency,Emergency room admission (procedure),,None,2023-03-01 -15,emergency,Emergency room admission (procedure),,None,2022-12-01 -15,emergency,Emergency room admission (procedure),,None,2021-09-01 -15,emergency,Emergency room admission (procedure),,None,2021-08-01 -15,emergency,Emergency room admission (procedure),,None,2020-05-01 -15,emergency,Emergency room admission (procedure),,None,2018-03-01 -15,emergency,Emergency room admission (procedure),,None,2017-07-01 -15,emergency,Emergency room admission (procedure),,None,2017-04-01 -15,emergency,Emergency room admission (procedure),,None,2017-02-01 -15,emergency,Emergency room admission (procedure),,None,2017-01-01 -15,emergency,Emergency room admission (procedure),None,,2023-03-01 -15,emergency,Emergency room admission (procedure),None,,2022-12-01 -15,emergency,Emergency room admission (procedure),None,,2021-09-01 -15,emergency,Emergency room admission (procedure),None,,2021-08-01 -15,emergency,Emergency room admission (procedure),None,,2020-05-01 -15,emergency,Emergency room admission (procedure),None,,2018-03-01 -15,emergency,Emergency room admission (procedure),None,,2017-07-01 -15,emergency,Emergency room admission (procedure),None,,2017-04-01 -15,emergency,Emergency room admission (procedure),None,,2017-02-01 -15,emergency,Emergency room admission (procedure),None,,2017-01-01 -15,emergency,Emergency room admission (procedure),None,None,2023-03-01 -15,emergency,Emergency room admission (procedure),None,None,2022-12-01 -15,emergency,Emergency room admission (procedure),None,None,2021-09-01 -15,emergency,Emergency room admission (procedure),None,None,2021-08-01 -15,emergency,Emergency room admission (procedure),None,None,2020-05-01 -15,emergency,Emergency room admission (procedure),None,None,2018-03-01 -15,emergency,Emergency room admission (procedure),None,None,2017-07-01 -15,emergency,Emergency room admission (procedure),None,None,2017-04-01 -15,emergency,Emergency room admission (procedure),None,None,2017-02-01 -15,emergency,Emergency room admission (procedure),None,None,2017-01-01 -15,ambulatory,Prenatal visit,,,2021-10-01 -15,ambulatory,Prenatal visit,,,2019-09-01 -15,ambulatory,Prenatal visit,,,2019-03-01 -15,ambulatory,Prenatal visit,,,2018-01-01 -15,ambulatory,Prenatal visit,,None,2021-10-01 -15,ambulatory,Prenatal visit,,None,2019-09-01 -15,ambulatory,Prenatal visit,,None,2019-03-01 -15,ambulatory,Prenatal visit,,None,2018-01-01 -15,ambulatory,Prenatal visit,None,,2021-10-01 -15,ambulatory,Prenatal visit,None,,2019-09-01 -15,ambulatory,Prenatal visit,None,,2019-03-01 -15,ambulatory,Prenatal visit,None,,2018-01-01 -15,ambulatory,Prenatal visit,None,None,2021-10-01 -15,ambulatory,Prenatal visit,None,None,2019-09-01 -15,ambulatory,Prenatal visit,None,None,2019-03-01 -15,ambulatory,Prenatal visit,None,None,2018-01-01 -15,ambulatory,Patient encounter procedure,,,2023-03-01 -15,ambulatory,Patient encounter procedure,,,2022-08-01 -15,ambulatory,Patient encounter procedure,,,2022-05-01 -15,ambulatory,Patient encounter procedure,,,2022-01-01 -15,ambulatory,Patient encounter procedure,,,2021-08-01 -15,ambulatory,Patient encounter procedure,,,2020-12-01 -15,ambulatory,Patient encounter procedure,,,2020-10-01 -15,ambulatory,Patient encounter procedure,,,2019-08-01 -15,ambulatory,Patient encounter procedure,,,2016-07-01 -15,ambulatory,Patient encounter procedure,,None,2023-03-01 -15,ambulatory,Patient encounter procedure,,None,2022-08-01 -15,ambulatory,Patient encounter procedure,,None,2022-05-01 -15,ambulatory,Patient encounter procedure,,None,2022-01-01 -15,ambulatory,Patient encounter procedure,,None,2021-08-01 -15,ambulatory,Patient encounter procedure,,None,2020-12-01 -15,ambulatory,Patient encounter procedure,,None,2020-10-01 -15,ambulatory,Patient encounter procedure,,None,2019-08-01 -15,ambulatory,Patient encounter procedure,,None,2016-07-01 -15,ambulatory,Patient encounter procedure,None,,2023-03-01 -15,ambulatory,Patient encounter procedure,None,,2022-08-01 -15,ambulatory,Patient encounter procedure,None,,2022-05-01 -15,ambulatory,Patient encounter procedure,None,,2022-01-01 -15,ambulatory,Patient encounter procedure,None,,2021-08-01 -15,ambulatory,Patient encounter procedure,None,,2020-12-01 -15,ambulatory,Patient encounter procedure,None,,2020-10-01 -15,ambulatory,Patient encounter procedure,None,,2019-08-01 -15,ambulatory,Patient encounter procedure,None,,2016-07-01 -15,ambulatory,Patient encounter procedure,None,None,2023-03-01 -15,ambulatory,Patient encounter procedure,None,None,2022-08-01 -15,ambulatory,Patient encounter procedure,None,None,2022-05-01 -15,ambulatory,Patient encounter procedure,None,None,2022-01-01 -15,ambulatory,Patient encounter procedure,None,None,2021-08-01 -15,ambulatory,Patient encounter procedure,None,None,2020-12-01 -15,ambulatory,Patient encounter procedure,None,None,2020-10-01 -15,ambulatory,Patient encounter procedure,None,None,2019-08-01 -15,ambulatory,Patient encounter procedure,None,None,2016-07-01 -15,ambulatory,Outpatient procedure,,,2022-10-01 -15,ambulatory,Outpatient procedure,,,2021-12-01 -15,ambulatory,Outpatient procedure,,,2021-08-01 -15,ambulatory,Outpatient procedure,,,2016-11-01 -15,ambulatory,Outpatient procedure,,,2016-07-01 -15,ambulatory,Outpatient procedure,,,2016-06-01 -15,ambulatory,Outpatient procedure,,None,2022-10-01 -15,ambulatory,Outpatient procedure,,None,2021-12-01 -15,ambulatory,Outpatient procedure,,None,2021-08-01 -15,ambulatory,Outpatient procedure,,None,2016-11-01 -15,ambulatory,Outpatient procedure,,None,2016-07-01 -15,ambulatory,Outpatient procedure,,None,2016-06-01 -15,ambulatory,Outpatient procedure,None,,2022-10-01 -15,ambulatory,Outpatient procedure,None,,2021-12-01 -15,ambulatory,Outpatient procedure,None,,2021-08-01 -15,ambulatory,Outpatient procedure,None,,2016-11-01 -15,ambulatory,Outpatient procedure,None,,2016-07-01 -15,ambulatory,Outpatient procedure,None,,2016-06-01 -15,ambulatory,Outpatient procedure,None,None,2022-10-01 -15,ambulatory,Outpatient procedure,None,None,2021-12-01 -15,ambulatory,Outpatient procedure,None,None,2021-08-01 -15,ambulatory,Outpatient procedure,None,None,2016-11-01 -15,ambulatory,Outpatient procedure,None,None,2016-07-01 -15,ambulatory,Outpatient procedure,None,None,2016-06-01 -15,ambulatory,Encounter for symptom,,,2022-07-01 -15,ambulatory,Encounter for symptom,,,2021-01-01 -15,ambulatory,Encounter for symptom,,,2016-11-01 -15,ambulatory,Encounter for symptom,,None,2022-07-01 -15,ambulatory,Encounter for symptom,,None,2021-01-01 -15,ambulatory,Encounter for symptom,,None,2016-11-01 -15,ambulatory,Encounter for symptom,None,,2022-07-01 -15,ambulatory,Encounter for symptom,None,,2021-01-01 -15,ambulatory,Encounter for symptom,None,,2016-11-01 -15,ambulatory,Encounter for symptom,None,None,2022-07-01 -15,ambulatory,Encounter for symptom,None,None,2021-01-01 -15,ambulatory,Encounter for symptom,None,None,2016-11-01 -15,ambulatory,Allergic disorder follow-up assessment,,, -15,ambulatory,Allergic disorder follow-up assessment,,None, -15,ambulatory,Allergic disorder follow-up assessment,None,, -15,ambulatory,Allergic disorder follow-up assessment,None,None, -14,,Urgent care clinic (environment),,,2019-08-01 -14,,Urgent care clinic (environment),,None,2019-08-01 -14,,Urgent care clinic (environment),None,,2019-08-01 -14,,Urgent care clinic (environment),None,None,2019-08-01 -14,,Prenatal visit,,,2020-02-01 -14,,Prenatal visit,,,2020-01-01 -14,,Prenatal visit,,None,2020-02-01 -14,,Prenatal visit,,None,2020-01-01 -14,,Prenatal visit,None,,2020-02-01 -14,,Prenatal visit,None,,2020-01-01 -14,,Prenatal visit,None,None,2020-02-01 -14,,Prenatal visit,None,None,2020-01-01 -14,,Patient encounter procedure,,,2021-05-01 -14,,Patient encounter procedure,,,2020-08-01 -14,,Patient encounter procedure,,,2018-11-01 -14,,Patient encounter procedure,,,2017-12-01 -14,,Patient encounter procedure,,,2017-06-01 -14,,Patient encounter procedure,,,2017-03-01 -14,,Patient encounter procedure,,,2016-12-01 -14,,Patient encounter procedure,,,2016-09-01 -14,,Patient encounter procedure,,,2016-06-01 -14,,Patient encounter procedure,,None,2021-05-01 -14,,Patient encounter procedure,,None,2020-08-01 -14,,Patient encounter procedure,,None,2018-11-01 -14,,Patient encounter procedure,,None,2017-12-01 -14,,Patient encounter procedure,,None,2017-06-01 -14,,Patient encounter procedure,,None,2017-03-01 -14,,Patient encounter procedure,,None,2016-12-01 -14,,Patient encounter procedure,,None,2016-09-01 -14,,Patient encounter procedure,,None,2016-06-01 -14,,Patient encounter procedure,None,,2021-05-01 -14,,Patient encounter procedure,None,,2020-08-01 -14,,Patient encounter procedure,None,,2018-11-01 -14,,Patient encounter procedure,None,,2017-12-01 -14,,Patient encounter procedure,None,,2017-06-01 -14,,Patient encounter procedure,None,,2017-03-01 -14,,Patient encounter procedure,None,,2016-12-01 -14,,Patient encounter procedure,None,,2016-09-01 -14,,Patient encounter procedure,None,,2016-06-01 -14,,Patient encounter procedure,None,None,2021-05-01 -14,,Patient encounter procedure,None,None,2020-08-01 -14,,Patient encounter procedure,None,None,2018-11-01 -14,,Patient encounter procedure,None,None,2017-12-01 -14,,Patient encounter procedure,None,None,2017-06-01 -14,,Patient encounter procedure,None,None,2017-03-01 -14,,Patient encounter procedure,None,None,2016-12-01 -14,,Patient encounter procedure,None,None,2016-09-01 -14,,Patient encounter procedure,None,None,2016-06-01 -14,,Outpatient procedure,,,2022-05-01 -14,,Outpatient procedure,,,2022-02-01 -14,,Outpatient procedure,,,2016-12-01 -14,,Outpatient procedure,,,2016-09-01 -14,,Outpatient procedure,,,2016-08-01 -14,,Outpatient procedure,,None,2022-05-01 -14,,Outpatient procedure,,None,2022-02-01 -14,,Outpatient procedure,,None,2016-12-01 -14,,Outpatient procedure,,None,2016-09-01 -14,,Outpatient procedure,,None,2016-08-01 -14,,Outpatient procedure,None,,2022-05-01 -14,,Outpatient procedure,None,,2022-02-01 -14,,Outpatient procedure,None,,2016-12-01 -14,,Outpatient procedure,None,,2016-09-01 -14,,Outpatient procedure,None,,2016-08-01 -14,,Outpatient procedure,None,None,2022-05-01 -14,,Outpatient procedure,None,None,2022-02-01 -14,,Outpatient procedure,None,None,2016-12-01 -14,,Outpatient procedure,None,None,2016-09-01 -14,,Outpatient procedure,None,None,2016-08-01 -14,,Follow-up encounter,,,2023-02-01 -14,,Follow-up encounter,,,2017-01-01 -14,,Follow-up encounter,,None,2023-02-01 -14,,Follow-up encounter,,None,2017-01-01 -14,,Follow-up encounter,None,,2023-02-01 -14,,Follow-up encounter,None,,2017-01-01 -14,,Follow-up encounter,None,None,2023-02-01 -14,,Follow-up encounter,None,None,2017-01-01 -14,,Encounter for check up,,,2022-10-01 -14,,Encounter for check up,,None,2022-10-01 -14,,Encounter for check up,None,,2022-10-01 -14,,Encounter for check up,None,None,2022-10-01 -14,,Emergency room admission (procedure),,,2023-02-01 -14,,Emergency room admission (procedure),,,2022-08-01 -14,,Emergency room admission (procedure),,,2021-05-01 -14,,Emergency room admission (procedure),,,2020-10-01 -14,,Emergency room admission (procedure),,,2018-01-01 -14,,Emergency room admission (procedure),,,2017-09-01 -14,,Emergency room admission (procedure),,,2017-06-01 -14,,Emergency room admission (procedure),,,2017-03-01 -14,,Emergency room admission (procedure),,,2016-06-01 -14,,Emergency room admission (procedure),,None,2023-02-01 -14,,Emergency room admission (procedure),,None,2022-08-01 -14,,Emergency room admission (procedure),,None,2021-05-01 -14,,Emergency room admission (procedure),,None,2020-10-01 -14,,Emergency room admission (procedure),,None,2018-01-01 -14,,Emergency room admission (procedure),,None,2017-09-01 -14,,Emergency room admission (procedure),,None,2017-06-01 -14,,Emergency room admission (procedure),,None,2017-03-01 -14,,Emergency room admission (procedure),,None,2016-06-01 -14,,Emergency room admission (procedure),None,,2023-02-01 -14,,Emergency room admission (procedure),None,,2022-08-01 -14,,Emergency room admission (procedure),None,,2021-05-01 -14,,Emergency room admission (procedure),None,,2020-10-01 -14,,Emergency room admission (procedure),None,,2018-01-01 -14,,Emergency room admission (procedure),None,,2017-09-01 -14,,Emergency room admission (procedure),None,,2017-06-01 -14,,Emergency room admission (procedure),None,,2017-03-01 -14,,Emergency room admission (procedure),None,,2016-06-01 -14,,Emergency room admission (procedure),None,None,2023-02-01 -14,,Emergency room admission (procedure),None,None,2022-08-01 -14,,Emergency room admission (procedure),None,None,2021-05-01 -14,,Emergency room admission (procedure),None,None,2020-10-01 -14,,Emergency room admission (procedure),None,None,2018-01-01 -14,,Emergency room admission (procedure),None,None,2017-09-01 -14,,Emergency room admission (procedure),None,None,2017-06-01 -14,,Emergency room admission (procedure),None,None,2017-03-01 -14,,Emergency room admission (procedure),None,None,2016-06-01 -14,,Consultation for treatment,,,2019-05-01 -14,,Consultation for treatment,,None,2019-05-01 -14,,Consultation for treatment,None,,2019-05-01 -14,,Consultation for treatment,None,None,2019-05-01 -14,,Admission to surgical transplant department (procedure),,, -14,,Admission to surgical transplant department (procedure),,None, -14,,Admission to surgical transplant department (procedure),None,, -14,,Admission to surgical transplant department (procedure),None,None, -14,inpatient encounter,,,,2021-01-01 -14,inpatient encounter,,,None,2021-01-01 -14,inpatient encounter,,None,,2021-01-01 -14,inpatient encounter,,None,None,2021-01-01 -14,inpatient encounter,Admission to surgical transplant department (procedure),,, -14,inpatient encounter,Admission to surgical transplant department (procedure),,None, -14,inpatient encounter,Admission to surgical transplant department (procedure),None,, -14,inpatient encounter,Admission to surgical transplant department (procedure),None,None, -14,emergency,,,,2022-01-01 -14,emergency,,,,2021-10-01 -14,emergency,,,,2021-06-01 -14,emergency,,,,2020-03-01 -14,emergency,,,,2019-12-01 -14,emergency,,,,2019-09-01 -14,emergency,,,,2019-05-01 -14,emergency,,,,2018-04-01 -14,emergency,,,,2017-05-01 -14,emergency,,,None,2022-01-01 -14,emergency,,,None,2021-10-01 -14,emergency,,,None,2021-06-01 -14,emergency,,,None,2020-03-01 -14,emergency,,,None,2019-12-01 -14,emergency,,,None,2019-09-01 -14,emergency,,,None,2019-05-01 -14,emergency,,,None,2018-04-01 -14,emergency,,,None,2017-05-01 -14,emergency,,None,,2022-01-01 -14,emergency,,None,,2021-10-01 -14,emergency,,None,,2021-06-01 -14,emergency,,None,,2020-03-01 -14,emergency,,None,,2019-12-01 -14,emergency,,None,,2019-09-01 -14,emergency,,None,,2019-05-01 -14,emergency,,None,,2018-04-01 -14,emergency,,None,,2017-05-01 -14,emergency,,None,None,2022-01-01 -14,emergency,,None,None,2021-10-01 -14,emergency,,None,None,2021-06-01 -14,emergency,,None,None,2020-03-01 -14,emergency,,None,None,2019-12-01 -14,emergency,,None,None,2019-09-01 -14,emergency,,None,None,2019-05-01 -14,emergency,,None,None,2018-04-01 -14,emergency,,None,None,2017-05-01 -14,emergency,Emergency room admission (procedure),,,2023-02-01 -14,emergency,Emergency room admission (procedure),,,2022-08-01 -14,emergency,Emergency room admission (procedure),,,2021-05-01 -14,emergency,Emergency room admission (procedure),,,2020-10-01 -14,emergency,Emergency room admission (procedure),,,2018-01-01 -14,emergency,Emergency room admission (procedure),,,2017-09-01 -14,emergency,Emergency room admission (procedure),,,2017-06-01 -14,emergency,Emergency room admission (procedure),,,2017-03-01 -14,emergency,Emergency room admission (procedure),,,2016-06-01 -14,emergency,Emergency room admission (procedure),,None,2023-02-01 -14,emergency,Emergency room admission (procedure),,None,2022-08-01 -14,emergency,Emergency room admission (procedure),,None,2021-05-01 -14,emergency,Emergency room admission (procedure),,None,2020-10-01 -14,emergency,Emergency room admission (procedure),,None,2018-01-01 -14,emergency,Emergency room admission (procedure),,None,2017-09-01 -14,emergency,Emergency room admission (procedure),,None,2017-06-01 -14,emergency,Emergency room admission (procedure),,None,2017-03-01 -14,emergency,Emergency room admission (procedure),,None,2016-06-01 -14,emergency,Emergency room admission (procedure),None,,2023-02-01 -14,emergency,Emergency room admission (procedure),None,,2022-08-01 -14,emergency,Emergency room admission (procedure),None,,2021-05-01 -14,emergency,Emergency room admission (procedure),None,,2020-10-01 -14,emergency,Emergency room admission (procedure),None,,2018-01-01 -14,emergency,Emergency room admission (procedure),None,,2017-09-01 -14,emergency,Emergency room admission (procedure),None,,2017-06-01 -14,emergency,Emergency room admission (procedure),None,,2017-03-01 -14,emergency,Emergency room admission (procedure),None,,2016-06-01 -14,emergency,Emergency room admission (procedure),None,None,2023-02-01 -14,emergency,Emergency room admission (procedure),None,None,2022-08-01 -14,emergency,Emergency room admission (procedure),None,None,2021-05-01 -14,emergency,Emergency room admission (procedure),None,None,2020-10-01 -14,emergency,Emergency room admission (procedure),None,None,2018-01-01 -14,emergency,Emergency room admission (procedure),None,None,2017-09-01 -14,emergency,Emergency room admission (procedure),None,None,2017-06-01 -14,emergency,Emergency room admission (procedure),None,None,2017-03-01 -14,emergency,Emergency room admission (procedure),None,None,2016-06-01 -14,ambulatory,,,,2023-04-01 -14,ambulatory,,,None,2023-04-01 -14,ambulatory,,None,,2023-04-01 -14,ambulatory,,None,None,2023-04-01 -14,ambulatory,Urgent care clinic (environment),,,2019-08-01 -14,ambulatory,Urgent care clinic (environment),,None,2019-08-01 -14,ambulatory,Urgent care clinic (environment),None,,2019-08-01 -14,ambulatory,Urgent care clinic (environment),None,None,2019-08-01 -14,ambulatory,Prenatal visit,,,2020-02-01 -14,ambulatory,Prenatal visit,,,2020-01-01 -14,ambulatory,Prenatal visit,,None,2020-02-01 -14,ambulatory,Prenatal visit,,None,2020-01-01 -14,ambulatory,Prenatal visit,None,,2020-02-01 -14,ambulatory,Prenatal visit,None,,2020-01-01 -14,ambulatory,Prenatal visit,None,None,2020-02-01 -14,ambulatory,Prenatal visit,None,None,2020-01-01 -14,ambulatory,Patient encounter procedure,,,2021-05-01 -14,ambulatory,Patient encounter procedure,,,2020-08-01 -14,ambulatory,Patient encounter procedure,,,2018-11-01 -14,ambulatory,Patient encounter procedure,,,2017-12-01 -14,ambulatory,Patient encounter procedure,,,2017-06-01 -14,ambulatory,Patient encounter procedure,,,2017-03-01 -14,ambulatory,Patient encounter procedure,,,2016-12-01 -14,ambulatory,Patient encounter procedure,,,2016-09-01 -14,ambulatory,Patient encounter procedure,,,2016-06-01 -14,ambulatory,Patient encounter procedure,,None,2021-05-01 -14,ambulatory,Patient encounter procedure,,None,2020-08-01 -14,ambulatory,Patient encounter procedure,,None,2018-11-01 -14,ambulatory,Patient encounter procedure,,None,2017-12-01 -14,ambulatory,Patient encounter procedure,,None,2017-06-01 -14,ambulatory,Patient encounter procedure,,None,2017-03-01 -14,ambulatory,Patient encounter procedure,,None,2016-12-01 -14,ambulatory,Patient encounter procedure,,None,2016-09-01 -14,ambulatory,Patient encounter procedure,,None,2016-06-01 -14,ambulatory,Patient encounter procedure,None,,2021-05-01 -14,ambulatory,Patient encounter procedure,None,,2020-08-01 -14,ambulatory,Patient encounter procedure,None,,2018-11-01 -14,ambulatory,Patient encounter procedure,None,,2017-12-01 -14,ambulatory,Patient encounter procedure,None,,2017-06-01 -14,ambulatory,Patient encounter procedure,None,,2017-03-01 -14,ambulatory,Patient encounter procedure,None,,2016-12-01 -14,ambulatory,Patient encounter procedure,None,,2016-09-01 -14,ambulatory,Patient encounter procedure,None,,2016-06-01 -14,ambulatory,Patient encounter procedure,None,None,2021-05-01 -14,ambulatory,Patient encounter procedure,None,None,2020-08-01 -14,ambulatory,Patient encounter procedure,None,None,2018-11-01 -14,ambulatory,Patient encounter procedure,None,None,2017-12-01 -14,ambulatory,Patient encounter procedure,None,None,2017-06-01 -14,ambulatory,Patient encounter procedure,None,None,2017-03-01 -14,ambulatory,Patient encounter procedure,None,None,2016-12-01 -14,ambulatory,Patient encounter procedure,None,None,2016-09-01 -14,ambulatory,Patient encounter procedure,None,None,2016-06-01 -14,ambulatory,Outpatient procedure,,,2022-05-01 -14,ambulatory,Outpatient procedure,,,2022-02-01 -14,ambulatory,Outpatient procedure,,,2016-12-01 -14,ambulatory,Outpatient procedure,,,2016-09-01 -14,ambulatory,Outpatient procedure,,,2016-08-01 -14,ambulatory,Outpatient procedure,,None,2022-05-01 -14,ambulatory,Outpatient procedure,,None,2022-02-01 -14,ambulatory,Outpatient procedure,,None,2016-12-01 -14,ambulatory,Outpatient procedure,,None,2016-09-01 -14,ambulatory,Outpatient procedure,,None,2016-08-01 -14,ambulatory,Outpatient procedure,None,,2022-05-01 -14,ambulatory,Outpatient procedure,None,,2022-02-01 -14,ambulatory,Outpatient procedure,None,,2016-12-01 -14,ambulatory,Outpatient procedure,None,,2016-09-01 -14,ambulatory,Outpatient procedure,None,,2016-08-01 -14,ambulatory,Outpatient procedure,None,None,2022-05-01 -14,ambulatory,Outpatient procedure,None,None,2022-02-01 -14,ambulatory,Outpatient procedure,None,None,2016-12-01 -14,ambulatory,Outpatient procedure,None,None,2016-09-01 -14,ambulatory,Outpatient procedure,None,None,2016-08-01 -14,ambulatory,Follow-up encounter,,,2023-02-01 -14,ambulatory,Follow-up encounter,,,2017-01-01 -14,ambulatory,Follow-up encounter,,None,2023-02-01 -14,ambulatory,Follow-up encounter,,None,2017-01-01 -14,ambulatory,Follow-up encounter,None,,2023-02-01 -14,ambulatory,Follow-up encounter,None,,2017-01-01 -14,ambulatory,Follow-up encounter,None,None,2023-02-01 -14,ambulatory,Follow-up encounter,None,None,2017-01-01 -14,ambulatory,Encounter for check up,,,2022-10-01 -14,ambulatory,Encounter for check up,,None,2022-10-01 -14,ambulatory,Encounter for check up,None,,2022-10-01 -14,ambulatory,Encounter for check up,None,None,2022-10-01 -14,ambulatory,Consultation for treatment,,,2019-05-01 -14,ambulatory,Consultation for treatment,,None,2019-05-01 -14,ambulatory,Consultation for treatment,None,,2019-05-01 -14,ambulatory,Consultation for treatment,None,None,2019-05-01 -13,,Prenatal visit,,,2019-04-01 -13,,Prenatal visit,,,2017-12-01 -13,,Prenatal visit,,None,2019-04-01 -13,,Prenatal visit,,None,2017-12-01 -13,,Prenatal visit,None,,2019-04-01 -13,,Prenatal visit,None,,2017-12-01 -13,,Prenatal visit,None,None,2019-04-01 -13,,Prenatal visit,None,None,2017-12-01 -13,,Patient encounter procedure,,,2021-12-01 -13,,Patient encounter procedure,,,2021-11-01 -13,,Patient encounter procedure,,,2021-02-01 -13,,Patient encounter procedure,,,2020-02-01 -13,,Patient encounter procedure,,,2019-11-01 -13,,Patient encounter procedure,,,2019-05-01 -13,,Patient encounter procedure,,,2017-08-01 -13,,Patient encounter procedure,,None,2021-12-01 -13,,Patient encounter procedure,,None,2021-11-01 -13,,Patient encounter procedure,,None,2021-02-01 -13,,Patient encounter procedure,,None,2020-02-01 -13,,Patient encounter procedure,,None,2019-11-01 -13,,Patient encounter procedure,,None,2019-05-01 -13,,Patient encounter procedure,,None,2017-08-01 -13,,Patient encounter procedure,None,,2021-12-01 -13,,Patient encounter procedure,None,,2021-11-01 -13,,Patient encounter procedure,None,,2021-02-01 -13,,Patient encounter procedure,None,,2020-02-01 -13,,Patient encounter procedure,None,,2019-11-01 -13,,Patient encounter procedure,None,,2019-05-01 -13,,Patient encounter procedure,None,,2017-08-01 -13,,Patient encounter procedure,None,None,2021-12-01 -13,,Patient encounter procedure,None,None,2021-11-01 -13,,Patient encounter procedure,None,None,2021-02-01 -13,,Patient encounter procedure,None,None,2020-02-01 -13,,Patient encounter procedure,None,None,2019-11-01 -13,,Patient encounter procedure,None,None,2019-05-01 -13,,Patient encounter procedure,None,None,2017-08-01 -13,,Outpatient procedure,,,2022-09-01 -13,,Outpatient procedure,,,2022-04-01 -13,,Outpatient procedure,,,2022-01-01 -13,,Outpatient procedure,,,2021-11-01 -13,,Outpatient procedure,,,2021-10-01 -13,,Outpatient procedure,,,2017-07-01 -13,,Outpatient procedure,,,2017-05-01 -13,,Outpatient procedure,,,2017-01-01 -13,,Outpatient procedure,,None,2022-09-01 -13,,Outpatient procedure,,None,2022-04-01 -13,,Outpatient procedure,,None,2022-01-01 -13,,Outpatient procedure,,None,2021-11-01 -13,,Outpatient procedure,,None,2021-10-01 -13,,Outpatient procedure,,None,2017-07-01 -13,,Outpatient procedure,,None,2017-05-01 -13,,Outpatient procedure,,None,2017-01-01 -13,,Outpatient procedure,None,,2022-09-01 -13,,Outpatient procedure,None,,2022-04-01 -13,,Outpatient procedure,None,,2022-01-01 -13,,Outpatient procedure,None,,2021-11-01 -13,,Outpatient procedure,None,,2021-10-01 -13,,Outpatient procedure,None,,2017-07-01 -13,,Outpatient procedure,None,,2017-05-01 -13,,Outpatient procedure,None,,2017-01-01 -13,,Outpatient procedure,None,None,2022-09-01 -13,,Outpatient procedure,None,None,2022-04-01 -13,,Outpatient procedure,None,None,2022-01-01 -13,,Outpatient procedure,None,None,2021-11-01 -13,,Outpatient procedure,None,None,2021-10-01 -13,,Outpatient procedure,None,None,2017-07-01 -13,,Outpatient procedure,None,None,2017-05-01 -13,,Outpatient procedure,None,None,2017-01-01 -13,,Follow-up encounter,,,2019-01-01 -13,,Follow-up encounter,,,2018-01-01 -13,,Follow-up encounter,,None,2019-01-01 -13,,Follow-up encounter,,None,2018-01-01 -13,,Follow-up encounter,None,,2019-01-01 -13,,Follow-up encounter,None,,2018-01-01 -13,,Follow-up encounter,None,None,2019-01-01 -13,,Follow-up encounter,None,None,2018-01-01 -13,,Encounter for problem,,,2020-01-01 -13,,Encounter for problem,,None,2020-01-01 -13,,Encounter for problem,None,,2020-01-01 -13,,Encounter for problem,None,None,2020-01-01 -13,,Emergency room admission (procedure),,,2022-07-01 -13,,Emergency room admission (procedure),,,2021-10-01 -13,,Emergency room admission (procedure),,,2020-07-01 -13,,Emergency room admission (procedure),,,2018-11-01 -13,,Emergency room admission (procedure),,,2016-10-01 -13,,Emergency room admission (procedure),,None,2022-07-01 -13,,Emergency room admission (procedure),,None,2021-10-01 -13,,Emergency room admission (procedure),,None,2020-07-01 -13,,Emergency room admission (procedure),,None,2018-11-01 -13,,Emergency room admission (procedure),,None,2016-10-01 -13,,Emergency room admission (procedure),None,,2022-07-01 -13,,Emergency room admission (procedure),None,,2021-10-01 -13,,Emergency room admission (procedure),None,,2020-07-01 -13,,Emergency room admission (procedure),None,,2018-11-01 -13,,Emergency room admission (procedure),None,,2016-10-01 -13,,Emergency room admission (procedure),None,None,2022-07-01 -13,,Emergency room admission (procedure),None,None,2021-10-01 -13,,Emergency room admission (procedure),None,None,2020-07-01 -13,,Emergency room admission (procedure),None,None,2018-11-01 -13,,Emergency room admission (procedure),None,None,2016-10-01 -13,,Consultation for treatment,,,2018-09-01 -13,,Consultation for treatment,,,2017-12-01 -13,,Consultation for treatment,,None,2018-09-01 -13,,Consultation for treatment,,None,2017-12-01 -13,,Consultation for treatment,None,,2018-09-01 -13,,Consultation for treatment,None,,2017-12-01 -13,,Consultation for treatment,None,None,2018-09-01 -13,,Consultation for treatment,None,None,2017-12-01 -13,emergency,,,,2023-01-01 -13,emergency,,,,2022-10-01 -13,emergency,,,,2022-06-01 -13,emergency,,,,2021-04-01 -13,emergency,,,,2020-06-01 -13,emergency,,,,2019-07-01 -13,emergency,,,,2019-01-01 -13,emergency,,,,2018-07-01 -13,emergency,,,,2018-05-01 -13,emergency,,,,2017-12-01 -13,emergency,,,None,2023-01-01 -13,emergency,,,None,2022-10-01 -13,emergency,,,None,2022-06-01 -13,emergency,,,None,2021-04-01 -13,emergency,,,None,2020-06-01 -13,emergency,,,None,2019-07-01 -13,emergency,,,None,2019-01-01 -13,emergency,,,None,2018-07-01 -13,emergency,,,None,2018-05-01 -13,emergency,,,None,2017-12-01 -13,emergency,,None,,2023-01-01 -13,emergency,,None,,2022-10-01 -13,emergency,,None,,2022-06-01 -13,emergency,,None,,2021-04-01 -13,emergency,,None,,2020-06-01 -13,emergency,,None,,2019-07-01 -13,emergency,,None,,2019-01-01 -13,emergency,,None,,2018-07-01 -13,emergency,,None,,2018-05-01 -13,emergency,,None,,2017-12-01 -13,emergency,,None,None,2023-01-01 -13,emergency,,None,None,2022-10-01 -13,emergency,,None,None,2022-06-01 -13,emergency,,None,None,2021-04-01 -13,emergency,,None,None,2020-06-01 -13,emergency,,None,None,2019-07-01 -13,emergency,,None,None,2019-01-01 -13,emergency,,None,None,2018-07-01 -13,emergency,,None,None,2018-05-01 -13,emergency,,None,None,2017-12-01 -13,emergency,Emergency room admission (procedure),,,2022-07-01 -13,emergency,Emergency room admission (procedure),,,2021-10-01 -13,emergency,Emergency room admission (procedure),,,2020-07-01 -13,emergency,Emergency room admission (procedure),,,2018-11-01 -13,emergency,Emergency room admission (procedure),,,2016-10-01 -13,emergency,Emergency room admission (procedure),,None,2022-07-01 -13,emergency,Emergency room admission (procedure),,None,2021-10-01 -13,emergency,Emergency room admission (procedure),,None,2020-07-01 -13,emergency,Emergency room admission (procedure),,None,2018-11-01 -13,emergency,Emergency room admission (procedure),,None,2016-10-01 -13,emergency,Emergency room admission (procedure),None,,2022-07-01 -13,emergency,Emergency room admission (procedure),None,,2021-10-01 -13,emergency,Emergency room admission (procedure),None,,2020-07-01 -13,emergency,Emergency room admission (procedure),None,,2018-11-01 -13,emergency,Emergency room admission (procedure),None,,2016-10-01 -13,emergency,Emergency room admission (procedure),None,None,2022-07-01 -13,emergency,Emergency room admission (procedure),None,None,2021-10-01 -13,emergency,Emergency room admission (procedure),None,None,2020-07-01 -13,emergency,Emergency room admission (procedure),None,None,2018-11-01 -13,emergency,Emergency room admission (procedure),None,None,2016-10-01 -13,ambulatory,Prenatal visit,,,2019-04-01 -13,ambulatory,Prenatal visit,,,2017-12-01 -13,ambulatory,Prenatal visit,,None,2019-04-01 -13,ambulatory,Prenatal visit,,None,2017-12-01 -13,ambulatory,Prenatal visit,None,,2019-04-01 -13,ambulatory,Prenatal visit,None,,2017-12-01 -13,ambulatory,Prenatal visit,None,None,2019-04-01 -13,ambulatory,Prenatal visit,None,None,2017-12-01 -13,ambulatory,Patient encounter procedure,,,2021-12-01 -13,ambulatory,Patient encounter procedure,,,2021-11-01 -13,ambulatory,Patient encounter procedure,,,2021-02-01 -13,ambulatory,Patient encounter procedure,,,2020-02-01 -13,ambulatory,Patient encounter procedure,,,2019-11-01 -13,ambulatory,Patient encounter procedure,,,2019-05-01 -13,ambulatory,Patient encounter procedure,,,2017-08-01 -13,ambulatory,Patient encounter procedure,,None,2021-12-01 -13,ambulatory,Patient encounter procedure,,None,2021-11-01 -13,ambulatory,Patient encounter procedure,,None,2021-02-01 -13,ambulatory,Patient encounter procedure,,None,2020-02-01 -13,ambulatory,Patient encounter procedure,,None,2019-11-01 -13,ambulatory,Patient encounter procedure,,None,2019-05-01 -13,ambulatory,Patient encounter procedure,,None,2017-08-01 -13,ambulatory,Patient encounter procedure,None,,2021-12-01 -13,ambulatory,Patient encounter procedure,None,,2021-11-01 -13,ambulatory,Patient encounter procedure,None,,2021-02-01 -13,ambulatory,Patient encounter procedure,None,,2020-02-01 -13,ambulatory,Patient encounter procedure,None,,2019-11-01 -13,ambulatory,Patient encounter procedure,None,,2019-05-01 -13,ambulatory,Patient encounter procedure,None,,2017-08-01 -13,ambulatory,Patient encounter procedure,None,None,2021-12-01 -13,ambulatory,Patient encounter procedure,None,None,2021-11-01 -13,ambulatory,Patient encounter procedure,None,None,2021-02-01 -13,ambulatory,Patient encounter procedure,None,None,2020-02-01 -13,ambulatory,Patient encounter procedure,None,None,2019-11-01 -13,ambulatory,Patient encounter procedure,None,None,2019-05-01 -13,ambulatory,Patient encounter procedure,None,None,2017-08-01 -13,ambulatory,Outpatient procedure,,,2022-09-01 -13,ambulatory,Outpatient procedure,,,2022-04-01 -13,ambulatory,Outpatient procedure,,,2022-01-01 -13,ambulatory,Outpatient procedure,,,2021-11-01 -13,ambulatory,Outpatient procedure,,,2021-10-01 -13,ambulatory,Outpatient procedure,,,2017-07-01 -13,ambulatory,Outpatient procedure,,,2017-05-01 -13,ambulatory,Outpatient procedure,,,2017-01-01 -13,ambulatory,Outpatient procedure,,None,2022-09-01 -13,ambulatory,Outpatient procedure,,None,2022-04-01 -13,ambulatory,Outpatient procedure,,None,2022-01-01 -13,ambulatory,Outpatient procedure,,None,2021-11-01 -13,ambulatory,Outpatient procedure,,None,2021-10-01 -13,ambulatory,Outpatient procedure,,None,2017-07-01 -13,ambulatory,Outpatient procedure,,None,2017-05-01 -13,ambulatory,Outpatient procedure,,None,2017-01-01 -13,ambulatory,Outpatient procedure,None,,2022-09-01 -13,ambulatory,Outpatient procedure,None,,2022-04-01 -13,ambulatory,Outpatient procedure,None,,2022-01-01 -13,ambulatory,Outpatient procedure,None,,2021-11-01 -13,ambulatory,Outpatient procedure,None,,2021-10-01 -13,ambulatory,Outpatient procedure,None,,2017-07-01 -13,ambulatory,Outpatient procedure,None,,2017-05-01 -13,ambulatory,Outpatient procedure,None,,2017-01-01 -13,ambulatory,Outpatient procedure,None,None,2022-09-01 -13,ambulatory,Outpatient procedure,None,None,2022-04-01 -13,ambulatory,Outpatient procedure,None,None,2022-01-01 -13,ambulatory,Outpatient procedure,None,None,2021-11-01 -13,ambulatory,Outpatient procedure,None,None,2021-10-01 -13,ambulatory,Outpatient procedure,None,None,2017-07-01 -13,ambulatory,Outpatient procedure,None,None,2017-05-01 -13,ambulatory,Outpatient procedure,None,None,2017-01-01 -13,ambulatory,Follow-up encounter,,,2019-01-01 -13,ambulatory,Follow-up encounter,,,2018-01-01 -13,ambulatory,Follow-up encounter,,None,2019-01-01 -13,ambulatory,Follow-up encounter,,None,2018-01-01 -13,ambulatory,Follow-up encounter,None,,2019-01-01 -13,ambulatory,Follow-up encounter,None,,2018-01-01 -13,ambulatory,Follow-up encounter,None,None,2019-01-01 -13,ambulatory,Follow-up encounter,None,None,2018-01-01 -13,ambulatory,Consultation for treatment,,,2018-09-01 -13,ambulatory,Consultation for treatment,,,2017-12-01 -13,ambulatory,Consultation for treatment,,None,2018-09-01 -13,ambulatory,Consultation for treatment,,None,2017-12-01 -13,ambulatory,Consultation for treatment,None,,2018-09-01 -13,ambulatory,Consultation for treatment,None,,2017-12-01 -13,ambulatory,Consultation for treatment,None,None,2018-09-01 -13,ambulatory,Consultation for treatment,None,None,2017-12-01 -12,,Prenatal visit,,,2017-04-01 -12,,Prenatal visit,,,2017-02-01 -12,,Prenatal visit,,None,2017-04-01 -12,,Prenatal visit,,None,2017-02-01 -12,,Prenatal visit,None,,2017-04-01 -12,,Prenatal visit,None,,2017-02-01 -12,,Prenatal visit,None,None,2017-04-01 -12,,Prenatal visit,None,None,2017-02-01 -12,,Patient encounter procedure,,,2022-09-01 -12,,Patient encounter procedure,,,2022-02-01 -12,,Patient encounter procedure,,,2021-06-01 -12,,Patient encounter procedure,,,2021-03-01 -12,,Patient encounter procedure,,,2019-07-01 -12,,Patient encounter procedure,,,2019-04-01 -12,,Patient encounter procedure,,,2019-02-01 -12,,Patient encounter procedure,,,2019-01-01 -12,,Patient encounter procedure,,,2017-11-01 -12,,Patient encounter procedure,,,2017-02-01 -12,,Patient encounter procedure,,None,2022-09-01 -12,,Patient encounter procedure,,None,2022-02-01 -12,,Patient encounter procedure,,None,2021-06-01 -12,,Patient encounter procedure,,None,2021-03-01 -12,,Patient encounter procedure,,None,2019-07-01 -12,,Patient encounter procedure,,None,2019-04-01 -12,,Patient encounter procedure,,None,2019-02-01 -12,,Patient encounter procedure,,None,2019-01-01 -12,,Patient encounter procedure,,None,2017-11-01 -12,,Patient encounter procedure,,None,2017-02-01 -12,,Patient encounter procedure,None,,2022-09-01 -12,,Patient encounter procedure,None,,2022-02-01 -12,,Patient encounter procedure,None,,2021-06-01 -12,,Patient encounter procedure,None,,2021-03-01 -12,,Patient encounter procedure,None,,2019-07-01 -12,,Patient encounter procedure,None,,2019-04-01 -12,,Patient encounter procedure,None,,2019-02-01 -12,,Patient encounter procedure,None,,2019-01-01 -12,,Patient encounter procedure,None,,2017-11-01 -12,,Patient encounter procedure,None,,2017-02-01 -12,,Patient encounter procedure,None,None,2022-09-01 -12,,Patient encounter procedure,None,None,2022-02-01 -12,,Patient encounter procedure,None,None,2021-06-01 -12,,Patient encounter procedure,None,None,2021-03-01 -12,,Patient encounter procedure,None,None,2019-07-01 -12,,Patient encounter procedure,None,None,2019-04-01 -12,,Patient encounter procedure,None,None,2019-02-01 -12,,Patient encounter procedure,None,None,2019-01-01 -12,,Patient encounter procedure,None,None,2017-11-01 -12,,Patient encounter procedure,None,None,2017-02-01 -12,,Outpatient procedure,,,2022-07-01 -12,,Outpatient procedure,,,2022-06-01 -12,,Outpatient procedure,,,2022-03-01 -12,,Outpatient procedure,,,2021-09-01 -12,,Outpatient procedure,,,2017-04-01 -12,,Outpatient procedure,,,2017-03-01 -12,,Outpatient procedure,,None,2022-07-01 -12,,Outpatient procedure,,None,2022-06-01 -12,,Outpatient procedure,,None,2022-03-01 -12,,Outpatient procedure,,None,2021-09-01 -12,,Outpatient procedure,,None,2017-04-01 -12,,Outpatient procedure,,None,2017-03-01 -12,,Outpatient procedure,None,,2022-07-01 -12,,Outpatient procedure,None,,2022-06-01 -12,,Outpatient procedure,None,,2022-03-01 -12,,Outpatient procedure,None,,2021-09-01 -12,,Outpatient procedure,None,,2017-04-01 -12,,Outpatient procedure,None,,2017-03-01 -12,,Outpatient procedure,None,None,2022-07-01 -12,,Outpatient procedure,None,None,2022-06-01 -12,,Outpatient procedure,None,None,2022-03-01 -12,,Outpatient procedure,None,None,2021-09-01 -12,,Outpatient procedure,None,None,2017-04-01 -12,,Outpatient procedure,None,None,2017-03-01 -12,,Non-urgent orthopedic admission,,, -12,,Non-urgent orthopedic admission,,None, -12,,Non-urgent orthopedic admission,None,, -12,,Non-urgent orthopedic admission,None,None, -12,,Hospital admission for isolation (procedure),,, -12,,Hospital admission for isolation (procedure),,None, -12,,Hospital admission for isolation (procedure),None,, -12,,Hospital admission for isolation (procedure),None,None, -12,,Follow-up encounter,,,2021-01-01 -12,,Follow-up encounter,,None,2021-01-01 -12,,Follow-up encounter,None,,2021-01-01 -12,,Follow-up encounter,None,None,2021-01-01 -12,,Encounter for problem,,,2017-08-01 -12,,Encounter for problem,,,2017-07-01 -12,,Encounter for problem,,None,2017-08-01 -12,,Encounter for problem,,None,2017-07-01 -12,,Encounter for problem,None,,2017-08-01 -12,,Encounter for problem,None,,2017-07-01 -12,,Encounter for problem,None,None,2017-08-01 -12,,Encounter for problem,None,None,2017-07-01 -12,,Encounter for check up,,,2016-08-01 -12,,Encounter for check up,,None,2016-08-01 -12,,Encounter for check up,None,,2016-08-01 -12,,Encounter for check up,None,None,2016-08-01 -12,,Emergency room admission (procedure),,,2021-12-01 -12,,Emergency room admission (procedure),,,2021-03-01 -12,,Emergency room admission (procedure),,,2020-04-01 -12,,Emergency room admission (procedure),,,2016-08-01 -12,,Emergency room admission (procedure),,None,2021-12-01 -12,,Emergency room admission (procedure),,None,2021-03-01 -12,,Emergency room admission (procedure),,None,2020-04-01 -12,,Emergency room admission (procedure),,None,2016-08-01 -12,,Emergency room admission (procedure),None,,2021-12-01 -12,,Emergency room admission (procedure),None,,2021-03-01 -12,,Emergency room admission (procedure),None,,2020-04-01 -12,,Emergency room admission (procedure),None,,2016-08-01 -12,,Emergency room admission (procedure),None,None,2021-12-01 -12,,Emergency room admission (procedure),None,None,2021-03-01 -12,,Emergency room admission (procedure),None,None,2020-04-01 -12,,Emergency room admission (procedure),None,None,2016-08-01 -12,,Consultation for treatment,,,2022-07-01 -12,,Consultation for treatment,,,2020-07-01 -12,,Consultation for treatment,,,2019-09-01 -12,,Consultation for treatment,,,2018-07-01 -12,,Consultation for treatment,,None,2022-07-01 -12,,Consultation for treatment,,None,2020-07-01 -12,,Consultation for treatment,,None,2019-09-01 -12,,Consultation for treatment,,None,2018-07-01 -12,,Consultation for treatment,None,,2022-07-01 -12,,Consultation for treatment,None,,2020-07-01 -12,,Consultation for treatment,None,,2019-09-01 -12,,Consultation for treatment,None,,2018-07-01 -12,,Consultation for treatment,None,None,2022-07-01 -12,,Consultation for treatment,None,None,2020-07-01 -12,,Consultation for treatment,None,None,2019-09-01 -12,,Consultation for treatment,None,None,2018-07-01 -12,,Administration of vaccine to produce active immunity (procedure),,,2021-12-01 -12,,Administration of vaccine to produce active immunity (procedure),,None,2021-12-01 -12,,Administration of vaccine to produce active immunity (procedure),None,,2021-12-01 -12,,Administration of vaccine to produce active immunity (procedure),None,None,2021-12-01 -12,inpatient encounter,Non-urgent orthopedic admission,,, -12,inpatient encounter,Non-urgent orthopedic admission,,None, -12,inpatient encounter,Non-urgent orthopedic admission,None,, -12,inpatient encounter,Non-urgent orthopedic admission,None,None, -12,inpatient encounter,Hospital admission for isolation (procedure),,, -12,inpatient encounter,Hospital admission for isolation (procedure),,None, -12,inpatient encounter,Hospital admission for isolation (procedure),None,, -12,inpatient encounter,Hospital admission for isolation (procedure),None,None, -12,emergency,,,,2022-09-01 -12,emergency,,,,2022-02-01 -12,emergency,,,,2021-07-01 -12,emergency,,,,2020-08-01 -12,emergency,,,None,2022-09-01 -12,emergency,,,None,2022-02-01 -12,emergency,,,None,2021-07-01 -12,emergency,,,None,2020-08-01 -12,emergency,,None,,2022-09-01 -12,emergency,,None,,2022-02-01 -12,emergency,,None,,2021-07-01 -12,emergency,,None,,2020-08-01 -12,emergency,,None,None,2022-09-01 -12,emergency,,None,None,2022-02-01 -12,emergency,,None,None,2021-07-01 -12,emergency,,None,None,2020-08-01 -12,emergency,Emergency room admission (procedure),,,2021-12-01 -12,emergency,Emergency room admission (procedure),,,2021-03-01 -12,emergency,Emergency room admission (procedure),,,2020-04-01 -12,emergency,Emergency room admission (procedure),,,2016-08-01 -12,emergency,Emergency room admission (procedure),,None,2021-12-01 -12,emergency,Emergency room admission (procedure),,None,2021-03-01 -12,emergency,Emergency room admission (procedure),,None,2020-04-01 -12,emergency,Emergency room admission (procedure),,None,2016-08-01 -12,emergency,Emergency room admission (procedure),None,,2021-12-01 -12,emergency,Emergency room admission (procedure),None,,2021-03-01 -12,emergency,Emergency room admission (procedure),None,,2020-04-01 -12,emergency,Emergency room admission (procedure),None,,2016-08-01 -12,emergency,Emergency room admission (procedure),None,None,2021-12-01 -12,emergency,Emergency room admission (procedure),None,None,2021-03-01 -12,emergency,Emergency room admission (procedure),None,None,2020-04-01 -12,emergency,Emergency room admission (procedure),None,None,2016-08-01 -12,ambulatory,Prenatal visit,,,2017-04-01 -12,ambulatory,Prenatal visit,,,2017-02-01 -12,ambulatory,Prenatal visit,,None,2017-04-01 -12,ambulatory,Prenatal visit,,None,2017-02-01 -12,ambulatory,Prenatal visit,None,,2017-04-01 -12,ambulatory,Prenatal visit,None,,2017-02-01 -12,ambulatory,Prenatal visit,None,None,2017-04-01 -12,ambulatory,Prenatal visit,None,None,2017-02-01 -12,ambulatory,Patient encounter procedure,,,2022-09-01 -12,ambulatory,Patient encounter procedure,,,2022-02-01 -12,ambulatory,Patient encounter procedure,,,2021-06-01 -12,ambulatory,Patient encounter procedure,,,2021-03-01 -12,ambulatory,Patient encounter procedure,,,2019-07-01 -12,ambulatory,Patient encounter procedure,,,2019-04-01 -12,ambulatory,Patient encounter procedure,,,2019-02-01 -12,ambulatory,Patient encounter procedure,,,2019-01-01 -12,ambulatory,Patient encounter procedure,,,2017-11-01 -12,ambulatory,Patient encounter procedure,,,2017-02-01 -12,ambulatory,Patient encounter procedure,,None,2022-09-01 -12,ambulatory,Patient encounter procedure,,None,2022-02-01 -12,ambulatory,Patient encounter procedure,,None,2021-06-01 -12,ambulatory,Patient encounter procedure,,None,2021-03-01 -12,ambulatory,Patient encounter procedure,,None,2019-07-01 -12,ambulatory,Patient encounter procedure,,None,2019-04-01 -12,ambulatory,Patient encounter procedure,,None,2019-02-01 -12,ambulatory,Patient encounter procedure,,None,2019-01-01 -12,ambulatory,Patient encounter procedure,,None,2017-11-01 -12,ambulatory,Patient encounter procedure,,None,2017-02-01 -12,ambulatory,Patient encounter procedure,None,,2022-09-01 -12,ambulatory,Patient encounter procedure,None,,2022-02-01 -12,ambulatory,Patient encounter procedure,None,,2021-06-01 -12,ambulatory,Patient encounter procedure,None,,2021-03-01 -12,ambulatory,Patient encounter procedure,None,,2019-07-01 -12,ambulatory,Patient encounter procedure,None,,2019-04-01 -12,ambulatory,Patient encounter procedure,None,,2019-02-01 -12,ambulatory,Patient encounter procedure,None,,2019-01-01 -12,ambulatory,Patient encounter procedure,None,,2017-11-01 -12,ambulatory,Patient encounter procedure,None,,2017-02-01 -12,ambulatory,Patient encounter procedure,None,None,2022-09-01 -12,ambulatory,Patient encounter procedure,None,None,2022-02-01 -12,ambulatory,Patient encounter procedure,None,None,2021-06-01 -12,ambulatory,Patient encounter procedure,None,None,2021-03-01 -12,ambulatory,Patient encounter procedure,None,None,2019-07-01 -12,ambulatory,Patient encounter procedure,None,None,2019-04-01 -12,ambulatory,Patient encounter procedure,None,None,2019-02-01 -12,ambulatory,Patient encounter procedure,None,None,2019-01-01 -12,ambulatory,Patient encounter procedure,None,None,2017-11-01 -12,ambulatory,Patient encounter procedure,None,None,2017-02-01 -12,ambulatory,Outpatient procedure,,,2022-07-01 -12,ambulatory,Outpatient procedure,,,2022-06-01 -12,ambulatory,Outpatient procedure,,,2022-03-01 -12,ambulatory,Outpatient procedure,,,2021-09-01 -12,ambulatory,Outpatient procedure,,,2017-04-01 -12,ambulatory,Outpatient procedure,,,2017-03-01 -12,ambulatory,Outpatient procedure,,None,2022-07-01 -12,ambulatory,Outpatient procedure,,None,2022-06-01 -12,ambulatory,Outpatient procedure,,None,2022-03-01 -12,ambulatory,Outpatient procedure,,None,2021-09-01 -12,ambulatory,Outpatient procedure,,None,2017-04-01 -12,ambulatory,Outpatient procedure,,None,2017-03-01 -12,ambulatory,Outpatient procedure,None,,2022-07-01 -12,ambulatory,Outpatient procedure,None,,2022-06-01 -12,ambulatory,Outpatient procedure,None,,2022-03-01 -12,ambulatory,Outpatient procedure,None,,2021-09-01 -12,ambulatory,Outpatient procedure,None,,2017-04-01 -12,ambulatory,Outpatient procedure,None,,2017-03-01 -12,ambulatory,Outpatient procedure,None,None,2022-07-01 -12,ambulatory,Outpatient procedure,None,None,2022-06-01 -12,ambulatory,Outpatient procedure,None,None,2022-03-01 -12,ambulatory,Outpatient procedure,None,None,2021-09-01 -12,ambulatory,Outpatient procedure,None,None,2017-04-01 -12,ambulatory,Outpatient procedure,None,None,2017-03-01 -12,ambulatory,Follow-up encounter,,,2021-01-01 -12,ambulatory,Follow-up encounter,,None,2021-01-01 -12,ambulatory,Follow-up encounter,None,,2021-01-01 -12,ambulatory,Follow-up encounter,None,None,2021-01-01 -12,ambulatory,Encounter for problem,,,2017-07-01 -12,ambulatory,Encounter for problem,,None,2017-07-01 -12,ambulatory,Encounter for problem,None,,2017-07-01 -12,ambulatory,Encounter for problem,None,None,2017-07-01 -12,ambulatory,Encounter for check up,,,2016-08-01 -12,ambulatory,Encounter for check up,,None,2016-08-01 -12,ambulatory,Encounter for check up,None,,2016-08-01 -12,ambulatory,Encounter for check up,None,None,2016-08-01 -12,ambulatory,Consultation for treatment,,,2022-07-01 -12,ambulatory,Consultation for treatment,,,2020-07-01 -12,ambulatory,Consultation for treatment,,,2019-09-01 -12,ambulatory,Consultation for treatment,,,2018-07-01 -12,ambulatory,Consultation for treatment,,None,2022-07-01 -12,ambulatory,Consultation for treatment,,None,2020-07-01 -12,ambulatory,Consultation for treatment,,None,2019-09-01 -12,ambulatory,Consultation for treatment,,None,2018-07-01 -12,ambulatory,Consultation for treatment,None,,2022-07-01 -12,ambulatory,Consultation for treatment,None,,2020-07-01 -12,ambulatory,Consultation for treatment,None,,2019-09-01 -12,ambulatory,Consultation for treatment,None,,2018-07-01 -12,ambulatory,Consultation for treatment,None,None,2022-07-01 -12,ambulatory,Consultation for treatment,None,None,2020-07-01 -12,ambulatory,Consultation for treatment,None,None,2019-09-01 -12,ambulatory,Consultation for treatment,None,None,2018-07-01 -12,ambulatory,Administration of vaccine to produce active immunity (procedure),,,2021-12-01 -12,ambulatory,Administration of vaccine to produce active immunity (procedure),,None,2021-12-01 -12,ambulatory,Administration of vaccine to produce active immunity (procedure),None,,2021-12-01 -12,ambulatory,Administration of vaccine to produce active immunity (procedure),None,None,2021-12-01 -11,,Patient encounter procedure,,,2022-12-01 -11,,Patient encounter procedure,,,2022-03-01 -11,,Patient encounter procedure,,,2017-09-01 -11,,Patient encounter procedure,,,2016-11-01 -11,,Patient encounter procedure,,None,2022-12-01 -11,,Patient encounter procedure,,None,2022-03-01 -11,,Patient encounter procedure,,None,2017-09-01 -11,,Patient encounter procedure,,None,2016-11-01 -11,,Patient encounter procedure,None,,2022-12-01 -11,,Patient encounter procedure,None,,2022-03-01 -11,,Patient encounter procedure,None,,2017-09-01 -11,,Patient encounter procedure,None,,2016-11-01 -11,,Patient encounter procedure,None,None,2022-12-01 -11,,Patient encounter procedure,None,None,2022-03-01 -11,,Patient encounter procedure,None,None,2017-09-01 -11,,Patient encounter procedure,None,None,2016-11-01 -11,,Outpatient procedure,,,2021-07-01 -11,,Outpatient procedure,,,2017-02-01 -11,,Outpatient procedure,,None,2021-07-01 -11,,Outpatient procedure,,None,2017-02-01 -11,,Outpatient procedure,None,,2021-07-01 -11,,Outpatient procedure,None,,2017-02-01 -11,,Outpatient procedure,None,None,2021-07-01 -11,,Outpatient procedure,None,None,2017-02-01 -11,,Follow-up encounter,,,2022-12-01 -11,,Follow-up encounter,,,2021-09-01 -11,,Follow-up encounter,,None,2022-12-01 -11,,Follow-up encounter,,None,2021-09-01 -11,,Follow-up encounter,None,,2022-12-01 -11,,Follow-up encounter,None,,2021-09-01 -11,,Follow-up encounter,None,None,2022-12-01 -11,,Follow-up encounter,None,None,2021-09-01 -11,,Encounter for symptom (procedure),,,2021-01-01 -11,,Encounter for symptom (procedure),,None,2021-01-01 -11,,Encounter for symptom (procedure),None,,2021-01-01 -11,,Encounter for symptom (procedure),None,None,2021-01-01 -11,,Encounter for check up,,,2018-05-01 -11,,Encounter for check up,,None,2018-05-01 -11,,Encounter for check up,None,,2018-05-01 -11,,Encounter for check up,None,None,2018-05-01 -11,,Emergency room admission (procedure),,,2021-04-01 -11,,Emergency room admission (procedure),,,2019-05-01 -11,,Emergency room admission (procedure),,,2019-03-01 -11,,Emergency room admission (procedure),,,2018-12-01 -11,,Emergency room admission (procedure),,,2018-10-01 -11,,Emergency room admission (procedure),,,2018-09-01 -11,,Emergency room admission (procedure),,,2018-04-01 -11,,Emergency room admission (procedure),,,2017-11-01 -11,,Emergency room admission (procedure),,,2017-10-01 -11,,Emergency room admission (procedure),,,2017-05-01 -11,,Emergency room admission (procedure),,,2016-09-01 -11,,Emergency room admission (procedure),,None,2021-04-01 -11,,Emergency room admission (procedure),,None,2019-05-01 -11,,Emergency room admission (procedure),,None,2019-03-01 -11,,Emergency room admission (procedure),,None,2018-12-01 -11,,Emergency room admission (procedure),,None,2018-10-01 -11,,Emergency room admission (procedure),,None,2018-09-01 -11,,Emergency room admission (procedure),,None,2018-04-01 -11,,Emergency room admission (procedure),,None,2017-11-01 -11,,Emergency room admission (procedure),,None,2017-10-01 -11,,Emergency room admission (procedure),,None,2017-05-01 -11,,Emergency room admission (procedure),,None,2016-09-01 -11,,Emergency room admission (procedure),None,,2021-04-01 -11,,Emergency room admission (procedure),None,,2019-05-01 -11,,Emergency room admission (procedure),None,,2019-03-01 -11,,Emergency room admission (procedure),None,,2018-12-01 -11,,Emergency room admission (procedure),None,,2018-10-01 -11,,Emergency room admission (procedure),None,,2018-09-01 -11,,Emergency room admission (procedure),None,,2018-04-01 -11,,Emergency room admission (procedure),None,,2017-11-01 -11,,Emergency room admission (procedure),None,,2017-10-01 -11,,Emergency room admission (procedure),None,,2017-05-01 -11,,Emergency room admission (procedure),None,,2016-09-01 -11,,Emergency room admission (procedure),None,None,2021-04-01 -11,,Emergency room admission (procedure),None,None,2019-05-01 -11,,Emergency room admission (procedure),None,None,2019-03-01 -11,,Emergency room admission (procedure),None,None,2018-12-01 -11,,Emergency room admission (procedure),None,None,2018-10-01 -11,,Emergency room admission (procedure),None,None,2018-09-01 -11,,Emergency room admission (procedure),None,None,2018-04-01 -11,,Emergency room admission (procedure),None,None,2017-11-01 -11,,Emergency room admission (procedure),None,None,2017-10-01 -11,,Emergency room admission (procedure),None,None,2017-05-01 -11,,Emergency room admission (procedure),None,None,2016-09-01 -11,,Consultation for treatment,,,2022-08-01 -11,,Consultation for treatment,,,2020-04-01 -11,,Consultation for treatment,,,2019-07-01 -11,,Consultation for treatment,,,2018-05-01 -11,,Consultation for treatment,,,2016-09-01 -11,,Consultation for treatment,,None,2022-08-01 -11,,Consultation for treatment,,None,2020-04-01 -11,,Consultation for treatment,,None,2019-07-01 -11,,Consultation for treatment,,None,2018-05-01 -11,,Consultation for treatment,,None,2016-09-01 -11,,Consultation for treatment,None,,2022-08-01 -11,,Consultation for treatment,None,,2020-04-01 -11,,Consultation for treatment,None,,2019-07-01 -11,,Consultation for treatment,None,,2018-05-01 -11,,Consultation for treatment,None,,2016-09-01 -11,,Consultation for treatment,None,None,2022-08-01 -11,,Consultation for treatment,None,None,2020-04-01 -11,,Consultation for treatment,None,None,2019-07-01 -11,,Consultation for treatment,None,None,2018-05-01 -11,,Consultation for treatment,None,None,2016-09-01 -11,inpatient encounter,,,,2019-05-01 -11,inpatient encounter,,,None,2019-05-01 -11,inpatient encounter,,None,,2019-05-01 -11,inpatient encounter,,None,None,2019-05-01 -11,emergency,,,,2021-01-01 -11,emergency,,,,2020-12-01 -11,emergency,,,,2019-11-01 -11,emergency,,,,2019-08-01 -11,emergency,,,,2017-08-01 -11,emergency,,,,2016-12-01 -11,emergency,,,None,2021-01-01 -11,emergency,,,None,2020-12-01 -11,emergency,,,None,2019-11-01 -11,emergency,,,None,2019-08-01 -11,emergency,,,None,2017-08-01 -11,emergency,,,None,2016-12-01 -11,emergency,,None,,2021-01-01 -11,emergency,,None,,2020-12-01 -11,emergency,,None,,2019-11-01 -11,emergency,,None,,2019-08-01 -11,emergency,,None,,2017-08-01 -11,emergency,,None,,2016-12-01 -11,emergency,,None,None,2021-01-01 -11,emergency,,None,None,2020-12-01 -11,emergency,,None,None,2019-11-01 -11,emergency,,None,None,2019-08-01 -11,emergency,,None,None,2017-08-01 -11,emergency,,None,None,2016-12-01 -11,emergency,Emergency room admission (procedure),,,2021-04-01 -11,emergency,Emergency room admission (procedure),,,2019-05-01 -11,emergency,Emergency room admission (procedure),,,2019-03-01 -11,emergency,Emergency room admission (procedure),,,2018-12-01 -11,emergency,Emergency room admission (procedure),,,2018-10-01 -11,emergency,Emergency room admission (procedure),,,2018-09-01 -11,emergency,Emergency room admission (procedure),,,2018-04-01 -11,emergency,Emergency room admission (procedure),,,2017-11-01 -11,emergency,Emergency room admission (procedure),,,2017-10-01 -11,emergency,Emergency room admission (procedure),,,2017-05-01 -11,emergency,Emergency room admission (procedure),,,2016-09-01 -11,emergency,Emergency room admission (procedure),,None,2021-04-01 -11,emergency,Emergency room admission (procedure),,None,2019-05-01 -11,emergency,Emergency room admission (procedure),,None,2019-03-01 -11,emergency,Emergency room admission (procedure),,None,2018-12-01 -11,emergency,Emergency room admission (procedure),,None,2018-10-01 -11,emergency,Emergency room admission (procedure),,None,2018-09-01 -11,emergency,Emergency room admission (procedure),,None,2018-04-01 -11,emergency,Emergency room admission (procedure),,None,2017-11-01 -11,emergency,Emergency room admission (procedure),,None,2017-10-01 -11,emergency,Emergency room admission (procedure),,None,2017-05-01 -11,emergency,Emergency room admission (procedure),,None,2016-09-01 -11,emergency,Emergency room admission (procedure),None,,2021-04-01 -11,emergency,Emergency room admission (procedure),None,,2019-05-01 -11,emergency,Emergency room admission (procedure),None,,2019-03-01 -11,emergency,Emergency room admission (procedure),None,,2018-12-01 -11,emergency,Emergency room admission (procedure),None,,2018-10-01 -11,emergency,Emergency room admission (procedure),None,,2018-09-01 -11,emergency,Emergency room admission (procedure),None,,2018-04-01 -11,emergency,Emergency room admission (procedure),None,,2017-11-01 -11,emergency,Emergency room admission (procedure),None,,2017-10-01 -11,emergency,Emergency room admission (procedure),None,,2017-05-01 -11,emergency,Emergency room admission (procedure),None,,2016-09-01 -11,emergency,Emergency room admission (procedure),None,None,2021-04-01 -11,emergency,Emergency room admission (procedure),None,None,2019-05-01 -11,emergency,Emergency room admission (procedure),None,None,2019-03-01 -11,emergency,Emergency room admission (procedure),None,None,2018-12-01 -11,emergency,Emergency room admission (procedure),None,None,2018-10-01 -11,emergency,Emergency room admission (procedure),None,None,2018-09-01 -11,emergency,Emergency room admission (procedure),None,None,2018-04-01 -11,emergency,Emergency room admission (procedure),None,None,2017-11-01 -11,emergency,Emergency room admission (procedure),None,None,2017-10-01 -11,emergency,Emergency room admission (procedure),None,None,2017-05-01 -11,emergency,Emergency room admission (procedure),None,None,2016-09-01 -11,ambulatory,Patient encounter procedure,,,2022-12-01 -11,ambulatory,Patient encounter procedure,,,2022-03-01 -11,ambulatory,Patient encounter procedure,,,2017-09-01 -11,ambulatory,Patient encounter procedure,,,2016-11-01 -11,ambulatory,Patient encounter procedure,,None,2022-12-01 -11,ambulatory,Patient encounter procedure,,None,2022-03-01 -11,ambulatory,Patient encounter procedure,,None,2017-09-01 -11,ambulatory,Patient encounter procedure,,None,2016-11-01 -11,ambulatory,Patient encounter procedure,None,,2022-12-01 -11,ambulatory,Patient encounter procedure,None,,2022-03-01 -11,ambulatory,Patient encounter procedure,None,,2017-09-01 -11,ambulatory,Patient encounter procedure,None,,2016-11-01 -11,ambulatory,Patient encounter procedure,None,None,2022-12-01 -11,ambulatory,Patient encounter procedure,None,None,2022-03-01 -11,ambulatory,Patient encounter procedure,None,None,2017-09-01 -11,ambulatory,Patient encounter procedure,None,None,2016-11-01 -11,ambulatory,Outpatient procedure,,,2021-07-01 -11,ambulatory,Outpatient procedure,,,2017-02-01 -11,ambulatory,Outpatient procedure,,None,2021-07-01 -11,ambulatory,Outpatient procedure,,None,2017-02-01 -11,ambulatory,Outpatient procedure,None,,2021-07-01 -11,ambulatory,Outpatient procedure,None,,2017-02-01 -11,ambulatory,Outpatient procedure,None,None,2021-07-01 -11,ambulatory,Outpatient procedure,None,None,2017-02-01 -11,ambulatory,Follow-up encounter,,,2022-12-01 -11,ambulatory,Follow-up encounter,,,2021-09-01 -11,ambulatory,Follow-up encounter,,None,2022-12-01 -11,ambulatory,Follow-up encounter,,None,2021-09-01 -11,ambulatory,Follow-up encounter,None,,2022-12-01 -11,ambulatory,Follow-up encounter,None,,2021-09-01 -11,ambulatory,Follow-up encounter,None,None,2022-12-01 -11,ambulatory,Follow-up encounter,None,None,2021-09-01 -11,ambulatory,Encounter for symptom (procedure),,,2021-01-01 -11,ambulatory,Encounter for symptom (procedure),,None,2021-01-01 -11,ambulatory,Encounter for symptom (procedure),None,,2021-01-01 -11,ambulatory,Encounter for symptom (procedure),None,None,2021-01-01 -11,ambulatory,Encounter for problem,,,2020-01-01 -11,ambulatory,Encounter for problem,,,2017-08-01 -11,ambulatory,Encounter for problem,,None,2020-01-01 -11,ambulatory,Encounter for problem,,None,2017-08-01 -11,ambulatory,Encounter for problem,None,,2020-01-01 -11,ambulatory,Encounter for problem,None,,2017-08-01 -11,ambulatory,Encounter for problem,None,None,2020-01-01 -11,ambulatory,Encounter for problem,None,None,2017-08-01 -11,ambulatory,Encounter for check up,,,2018-05-01 -11,ambulatory,Encounter for check up,,None,2018-05-01 -11,ambulatory,Encounter for check up,None,,2018-05-01 -11,ambulatory,Encounter for check up,None,None,2018-05-01 -11,ambulatory,Consultation for treatment,,,2022-08-01 -11,ambulatory,Consultation for treatment,,,2020-04-01 -11,ambulatory,Consultation for treatment,,,2019-07-01 -11,ambulatory,Consultation for treatment,,,2018-05-01 -11,ambulatory,Consultation for treatment,,,2016-09-01 -11,ambulatory,Consultation for treatment,,None,2022-08-01 -11,ambulatory,Consultation for treatment,,None,2020-04-01 -11,ambulatory,Consultation for treatment,,None,2019-07-01 -11,ambulatory,Consultation for treatment,,None,2018-05-01 -11,ambulatory,Consultation for treatment,,None,2016-09-01 -11,ambulatory,Consultation for treatment,None,,2022-08-01 -11,ambulatory,Consultation for treatment,None,,2020-04-01 -11,ambulatory,Consultation for treatment,None,,2019-07-01 -11,ambulatory,Consultation for treatment,None,,2018-05-01 -11,ambulatory,Consultation for treatment,None,,2016-09-01 -11,ambulatory,Consultation for treatment,None,None,2022-08-01 -11,ambulatory,Consultation for treatment,None,None,2020-04-01 -11,ambulatory,Consultation for treatment,None,None,2019-07-01 -11,ambulatory,Consultation for treatment,None,None,2018-05-01 -11,ambulatory,Consultation for treatment,None,None,2016-09-01 -10,,Patient encounter procedure,,,2018-10-01 -10,,Patient encounter procedure,,,2018-08-01 -10,,Patient encounter procedure,,,2018-05-01 -10,,Patient encounter procedure,,,2016-08-01 -10,,Patient encounter procedure,,None,2018-10-01 -10,,Patient encounter procedure,,None,2018-08-01 -10,,Patient encounter procedure,,None,2018-05-01 -10,,Patient encounter procedure,,None,2016-08-01 -10,,Patient encounter procedure,None,,2018-10-01 -10,,Patient encounter procedure,None,,2018-08-01 -10,,Patient encounter procedure,None,,2018-05-01 -10,,Patient encounter procedure,None,,2016-08-01 -10,,Patient encounter procedure,None,None,2018-10-01 -10,,Patient encounter procedure,None,None,2018-08-01 -10,,Patient encounter procedure,None,None,2018-05-01 -10,,Patient encounter procedure,None,None,2016-08-01 -10,,Follow-up encounter,,,2022-11-01 -10,,Follow-up encounter,,,2022-09-01 -10,,Follow-up encounter,,,2022-02-01 -10,,Follow-up encounter,,,2021-12-01 -10,,Follow-up encounter,,,2020-12-01 -10,,Follow-up encounter,,,2020-02-01 -10,,Follow-up encounter,,,2020-01-01 -10,,Follow-up encounter,,None,2022-11-01 -10,,Follow-up encounter,,None,2022-09-01 -10,,Follow-up encounter,,None,2022-02-01 -10,,Follow-up encounter,,None,2021-12-01 -10,,Follow-up encounter,,None,2020-12-01 -10,,Follow-up encounter,,None,2020-02-01 -10,,Follow-up encounter,,None,2020-01-01 -10,,Follow-up encounter,None,,2022-11-01 -10,,Follow-up encounter,None,,2022-09-01 -10,,Follow-up encounter,None,,2022-02-01 -10,,Follow-up encounter,None,,2021-12-01 -10,,Follow-up encounter,None,,2020-12-01 -10,,Follow-up encounter,None,,2020-02-01 -10,,Follow-up encounter,None,,2020-01-01 -10,,Follow-up encounter,None,None,2022-11-01 -10,,Follow-up encounter,None,None,2022-09-01 -10,,Follow-up encounter,None,None,2022-02-01 -10,,Follow-up encounter,None,None,2021-12-01 -10,,Follow-up encounter,None,None,2020-12-01 -10,,Follow-up encounter,None,None,2020-02-01 -10,,Follow-up encounter,None,None,2020-01-01 -10,,Encounter for problem,,,2017-12-01 -10,,Encounter for problem,,None,2017-12-01 -10,,Encounter for problem,None,,2017-12-01 -10,,Encounter for problem,None,None,2017-12-01 -10,,Encounter for check up,,,2022-11-01 -10,,Encounter for check up,,,2022-06-01 -10,,Encounter for check up,,None,2022-11-01 -10,,Encounter for check up,,None,2022-06-01 -10,,Encounter for check up,None,,2022-11-01 -10,,Encounter for check up,None,,2022-06-01 -10,,Encounter for check up,None,None,2022-11-01 -10,,Encounter for check up,None,None,2022-06-01 -10,,Emergency room admission (procedure),,,2022-01-01 -10,,Emergency room admission (procedure),,,2021-02-01 -10,,Emergency room admission (procedure),,,2018-07-01 -10,,Emergency room admission (procedure),,None,2022-01-01 -10,,Emergency room admission (procedure),,None,2021-02-01 -10,,Emergency room admission (procedure),,None,2018-07-01 -10,,Emergency room admission (procedure),None,,2022-01-01 -10,,Emergency room admission (procedure),None,,2021-02-01 -10,,Emergency room admission (procedure),None,,2018-07-01 -10,,Emergency room admission (procedure),None,None,2022-01-01 -10,,Emergency room admission (procedure),None,None,2021-02-01 -10,,Emergency room admission (procedure),None,None,2018-07-01 -10,,Consultation for treatment,,,2022-11-01 -10,,Consultation for treatment,,,2022-02-01 -10,,Consultation for treatment,,,2021-10-01 -10,,Consultation for treatment,,,2020-05-01 -10,,Consultation for treatment,,,2018-06-01 -10,,Consultation for treatment,,None,2022-11-01 -10,,Consultation for treatment,,None,2022-02-01 -10,,Consultation for treatment,,None,2021-10-01 -10,,Consultation for treatment,,None,2020-05-01 -10,,Consultation for treatment,,None,2018-06-01 -10,,Consultation for treatment,None,,2022-11-01 -10,,Consultation for treatment,None,,2022-02-01 -10,,Consultation for treatment,None,,2021-10-01 -10,,Consultation for treatment,None,,2020-05-01 -10,,Consultation for treatment,None,,2018-06-01 -10,,Consultation for treatment,None,None,2022-11-01 -10,,Consultation for treatment,None,None,2022-02-01 -10,,Consultation for treatment,None,None,2021-10-01 -10,,Consultation for treatment,None,None,2020-05-01 -10,,Consultation for treatment,None,None,2018-06-01 -10,emergency,Emergency room admission (procedure),,,2022-01-01 -10,emergency,Emergency room admission (procedure),,,2021-02-01 -10,emergency,Emergency room admission (procedure),,,2018-07-01 -10,emergency,Emergency room admission (procedure),,None,2022-01-01 -10,emergency,Emergency room admission (procedure),,None,2021-02-01 -10,emergency,Emergency room admission (procedure),,None,2018-07-01 -10,emergency,Emergency room admission (procedure),None,,2022-01-01 -10,emergency,Emergency room admission (procedure),None,,2021-02-01 -10,emergency,Emergency room admission (procedure),None,,2018-07-01 -10,emergency,Emergency room admission (procedure),None,None,2022-01-01 -10,emergency,Emergency room admission (procedure),None,None,2021-02-01 -10,emergency,Emergency room admission (procedure),None,None,2018-07-01 -10,ambulatory,Patient encounter procedure,,,2018-10-01 -10,ambulatory,Patient encounter procedure,,,2018-08-01 -10,ambulatory,Patient encounter procedure,,,2018-05-01 -10,ambulatory,Patient encounter procedure,,,2016-08-01 -10,ambulatory,Patient encounter procedure,,None,2018-10-01 -10,ambulatory,Patient encounter procedure,,None,2018-08-01 -10,ambulatory,Patient encounter procedure,,None,2018-05-01 -10,ambulatory,Patient encounter procedure,,None,2016-08-01 -10,ambulatory,Patient encounter procedure,None,,2018-10-01 -10,ambulatory,Patient encounter procedure,None,,2018-08-01 -10,ambulatory,Patient encounter procedure,None,,2018-05-01 -10,ambulatory,Patient encounter procedure,None,,2016-08-01 -10,ambulatory,Patient encounter procedure,None,None,2018-10-01 -10,ambulatory,Patient encounter procedure,None,None,2018-08-01 -10,ambulatory,Patient encounter procedure,None,None,2018-05-01 -10,ambulatory,Patient encounter procedure,None,None,2016-08-01 -10,ambulatory,Follow-up encounter,,,2022-11-01 -10,ambulatory,Follow-up encounter,,,2022-09-01 -10,ambulatory,Follow-up encounter,,,2022-02-01 -10,ambulatory,Follow-up encounter,,,2021-12-01 -10,ambulatory,Follow-up encounter,,,2020-12-01 -10,ambulatory,Follow-up encounter,,,2020-02-01 -10,ambulatory,Follow-up encounter,,,2020-01-01 -10,ambulatory,Follow-up encounter,,None,2022-11-01 -10,ambulatory,Follow-up encounter,,None,2022-09-01 -10,ambulatory,Follow-up encounter,,None,2022-02-01 -10,ambulatory,Follow-up encounter,,None,2021-12-01 -10,ambulatory,Follow-up encounter,,None,2020-12-01 -10,ambulatory,Follow-up encounter,,None,2020-02-01 -10,ambulatory,Follow-up encounter,,None,2020-01-01 -10,ambulatory,Follow-up encounter,None,,2022-11-01 -10,ambulatory,Follow-up encounter,None,,2022-09-01 -10,ambulatory,Follow-up encounter,None,,2022-02-01 -10,ambulatory,Follow-up encounter,None,,2021-12-01 -10,ambulatory,Follow-up encounter,None,,2020-12-01 -10,ambulatory,Follow-up encounter,None,,2020-02-01 -10,ambulatory,Follow-up encounter,None,,2020-01-01 -10,ambulatory,Follow-up encounter,None,None,2022-11-01 -10,ambulatory,Follow-up encounter,None,None,2022-09-01 -10,ambulatory,Follow-up encounter,None,None,2022-02-01 -10,ambulatory,Follow-up encounter,None,None,2021-12-01 -10,ambulatory,Follow-up encounter,None,None,2020-12-01 -10,ambulatory,Follow-up encounter,None,None,2020-02-01 -10,ambulatory,Follow-up encounter,None,None,2020-01-01 -10,ambulatory,Encounter for problem,,,2017-12-01 -10,ambulatory,Encounter for problem,,None,2017-12-01 -10,ambulatory,Encounter for problem,None,,2017-12-01 -10,ambulatory,Encounter for problem,None,None,2017-12-01 -10,ambulatory,Encounter for check up,,,2022-11-01 -10,ambulatory,Encounter for check up,,,2022-06-01 -10,ambulatory,Encounter for check up,,None,2022-11-01 -10,ambulatory,Encounter for check up,,None,2022-06-01 -10,ambulatory,Encounter for check up,None,,2022-11-01 -10,ambulatory,Encounter for check up,None,,2022-06-01 -10,ambulatory,Encounter for check up,None,None,2022-11-01 -10,ambulatory,Encounter for check up,None,None,2022-06-01 -10,ambulatory,Consultation for treatment,,,2022-11-01 -10,ambulatory,Consultation for treatment,,,2022-02-01 -10,ambulatory,Consultation for treatment,,,2021-10-01 -10,ambulatory,Consultation for treatment,,,2020-05-01 -10,ambulatory,Consultation for treatment,,,2018-06-01 -10,ambulatory,Consultation for treatment,,None,2022-11-01 -10,ambulatory,Consultation for treatment,,None,2022-02-01 -10,ambulatory,Consultation for treatment,,None,2021-10-01 -10,ambulatory,Consultation for treatment,,None,2020-05-01 -10,ambulatory,Consultation for treatment,,None,2018-06-01 -10,ambulatory,Consultation for treatment,None,,2022-11-01 -10,ambulatory,Consultation for treatment,None,,2022-02-01 -10,ambulatory,Consultation for treatment,None,,2021-10-01 -10,ambulatory,Consultation for treatment,None,,2020-05-01 -10,ambulatory,Consultation for treatment,None,,2018-06-01 -10,ambulatory,Consultation for treatment,None,None,2022-11-01 -10,ambulatory,Consultation for treatment,None,None,2022-02-01 -10,ambulatory,Consultation for treatment,None,None,2021-10-01 -10,ambulatory,Consultation for treatment,None,None,2020-05-01 -10,ambulatory,Consultation for treatment,None,None,2018-06-01 +cnt,class_display,type_display,period_start_month +31669,,, +31669,,cumulus__none, +29698,ambulatory,, +29698,ambulatory,cumulus__none, +1288,emergency,, +1288,emergency,cumulus__none, +582,,,2021-04-01 +582,,cumulus__none,2021-04-01 +578,,,2021-05-01 +578,,cumulus__none,2021-05-01 +563,ambulatory,,2021-04-01 +563,ambulatory,cumulus__none,2021-04-01 +556,,,2021-03-01 +556,,cumulus__none,2021-03-01 +556,ambulatory,,2021-05-01 +556,ambulatory,cumulus__none,2021-05-01 +531,ambulatory,,2021-03-01 +531,ambulatory,cumulus__none,2021-03-01 +477,,,2021-06-01 +477,,cumulus__none,2021-06-01 +475,,,2021-08-01 +475,,cumulus__none,2021-08-01 +459,ambulatory,,2021-06-01 +459,ambulatory,cumulus__none,2021-06-01 +457,,,2021-10-01 +457,,cumulus__none,2021-10-01 +451,ambulatory,,2021-08-01 +451,ambulatory,cumulus__none,2021-08-01 +434,,,2021-07-01 +434,,cumulus__none,2021-07-01 +433,,,2021-01-01 +433,,cumulus__none,2021-01-01 +433,ambulatory,,2021-10-01 +433,ambulatory,cumulus__none,2021-10-01 +431,,,2021-12-01 +431,,cumulus__none,2021-12-01 +430,,,2021-11-01 +430,,cumulus__none,2021-11-01 +428,,,2021-09-01 +428,,cumulus__none,2021-09-01 +423,,,2022-05-01 +423,,cumulus__none,2022-05-01 +420,,,2022-07-01 +420,,cumulus__none,2022-07-01 +418,,,2018-08-01 +418,,cumulus__none,2018-08-01 +415,,,2018-05-01 +415,,cumulus__none,2018-05-01 +414,,,2022-10-01 +414,,cumulus__none,2022-10-01 +413,,,2021-02-01 +413,,cumulus__none,2021-02-01 +411,,,2022-08-01 +411,,,2016-08-01 +411,,cumulus__none,2022-08-01 +411,,cumulus__none,2016-08-01 +411,ambulatory,,2021-11-01 +411,ambulatory,,2021-07-01 +411,ambulatory,cumulus__none,2021-11-01 +411,ambulatory,cumulus__none,2021-07-01 +409,,,2023-01-01 +409,,cumulus__none,2023-01-01 +406,,,2018-06-01 +406,,cumulus__none,2018-06-01 +405,ambulatory,,2021-01-01 +405,ambulatory,cumulus__none,2021-01-01 +404,,,2017-03-01 +404,,cumulus__none,2017-03-01 +402,ambulatory,,2021-09-01 +402,ambulatory,cumulus__none,2021-09-01 +401,,,2018-03-01 +401,,cumulus__none,2018-03-01 +400,,,2018-09-01 +400,,cumulus__none,2018-09-01 +398,,,2017-06-01 +398,,cumulus__none,2017-06-01 +396,,,2019-04-01 +396,,cumulus__none,2019-04-01 +395,,,2019-01-01 +395,,,2018-01-01 +395,,cumulus__none,2019-01-01 +395,,cumulus__none,2018-01-01 +395,ambulatory,,2021-12-01 +395,ambulatory,cumulus__none,2021-12-01 +394,ambulatory,,2018-05-01 +394,ambulatory,cumulus__none,2018-05-01 +393,,,2022-12-01 +393,,cumulus__none,2022-12-01 +393,ambulatory,,2022-10-01 +393,ambulatory,,2022-07-01 +393,ambulatory,cumulus__none,2022-10-01 +393,ambulatory,cumulus__none,2022-07-01 +392,,,2019-03-01 +392,,cumulus__none,2019-03-01 +392,ambulatory,,2021-02-01 +392,ambulatory,,2018-08-01 +392,ambulatory,cumulus__none,2021-02-01 +392,ambulatory,cumulus__none,2018-08-01 +391,,,2022-09-01 +391,,cumulus__none,2022-09-01 +391,inpatient encounter,, +391,inpatient encounter,cumulus__none, +389,,,2022-04-01 +389,,cumulus__none,2022-04-01 +389,ambulatory,,2022-05-01 +389,ambulatory,cumulus__none,2022-05-01 +388,,,2017-07-01 +388,,cumulus__none,2017-07-01 +386,,,2020-03-01 +386,,cumulus__none,2020-03-01 +385,,,2019-05-01 +385,,,2016-07-01 +385,,cumulus__none,2019-05-01 +385,,cumulus__none,2016-07-01 +385,ambulatory,,2023-01-01 +385,ambulatory,cumulus__none,2023-01-01 +384,,,2017-08-01 +384,,cumulus__none,2017-08-01 +383,,,2023-02-01 +383,,cumulus__none,2023-02-01 +382,,,2023-03-01 +382,,,2022-06-01 +382,,cumulus__none,2023-03-01 +382,,cumulus__none,2022-06-01 +380,ambulatory,,2018-09-01 +380,ambulatory,cumulus__none,2018-09-01 +379,,,2017-12-01 +379,,,2016-06-01 +379,,cumulus__none,2017-12-01 +379,,cumulus__none,2016-06-01 +379,ambulatory,,2017-03-01 +379,ambulatory,cumulus__none,2017-03-01 +378,,,2022-11-01 +378,,cumulus__none,2022-11-01 +377,ambulatory,,2022-08-01 +377,ambulatory,cumulus__none,2022-08-01 +376,ambulatory,,2018-06-01 +376,ambulatory,,2018-03-01 +376,ambulatory,cumulus__none,2018-06-01 +376,ambulatory,cumulus__none,2018-03-01 +375,ambulatory,,2022-09-01 +375,ambulatory,cumulus__none,2022-09-01 +374,ambulatory,,2019-01-01 +374,ambulatory,cumulus__none,2019-01-01 +373,,,2022-01-01 +373,,,2020-07-01 +373,,,2016-09-01 +373,,cumulus__none,2022-01-01 +373,,cumulus__none,2020-07-01 +373,,cumulus__none,2016-09-01 +373,ambulatory,,2018-01-01 +373,ambulatory,cumulus__none,2018-01-01 +372,,,2017-01-01 +372,,cumulus__none,2017-01-01 +371,ambulatory,,2022-12-01 +371,ambulatory,cumulus__none,2022-12-01 +370,,,2016-12-01 +370,,cumulus__none,2016-12-01 +369,,,2019-06-01 +369,,cumulus__none,2019-06-01 +369,ambulatory,,2019-04-01 +369,ambulatory,cumulus__none,2019-04-01 +368,,,2020-12-01 +368,,cumulus__none,2020-12-01 +368,ambulatory,,2017-08-01 +368,ambulatory,cumulus__none,2017-08-01 +367,,,2018-04-01 +367,,,2017-05-01 +367,,cumulus__none,2018-04-01 +367,,cumulus__none,2017-05-01 +367,ambulatory,,2017-06-01 +367,ambulatory,,2016-08-01 +367,ambulatory,cumulus__none,2017-06-01 +367,ambulatory,cumulus__none,2016-08-01 +366,ambulatory,,2022-06-01 +366,ambulatory,cumulus__none,2022-06-01 +365,ambulatory,,2022-11-01 +365,ambulatory,cumulus__none,2022-11-01 +364,,,2020-04-01 +364,,,2018-07-01 +364,,,2016-10-01 +364,,cumulus__none,2020-04-01 +364,,cumulus__none,2018-07-01 +364,,cumulus__none,2016-10-01 +363,,,2020-11-01 +363,,,2020-01-01 +363,,,2017-10-01 +363,,cumulus__none,2020-11-01 +363,,cumulus__none,2020-01-01 +363,,cumulus__none,2017-10-01 +363,ambulatory,,2019-03-01 +363,ambulatory,cumulus__none,2019-03-01 +361,ambulatory,,2022-04-01 +361,ambulatory,cumulus__none,2022-04-01 +359,,,2022-03-01 +359,,,2022-02-01 +359,,,2020-06-01 +359,,,2018-10-01 +359,,cumulus__none,2022-03-01 +359,,cumulus__none,2022-02-01 +359,,cumulus__none,2020-06-01 +359,,cumulus__none,2018-10-01 +359,ambulatory,,2023-02-01 +359,ambulatory,cumulus__none,2023-02-01 +358,,,2020-08-01 +358,,cumulus__none,2020-08-01 +358,ambulatory,,2020-03-01 +358,ambulatory,,2017-07-01 +358,ambulatory,cumulus__none,2020-03-01 +358,ambulatory,cumulus__none,2017-07-01 +357,ambulatory,,2023-03-01 +357,ambulatory,,2019-05-01 +357,ambulatory,,2016-09-01 +357,ambulatory,cumulus__none,2023-03-01 +357,ambulatory,cumulus__none,2019-05-01 +357,ambulatory,cumulus__none,2016-09-01 +356,,,2018-12-01 +356,,,2017-09-01 +356,,cumulus__none,2018-12-01 +356,,cumulus__none,2017-09-01 +356,ambulatory,,2016-12-01 +356,ambulatory,cumulus__none,2016-12-01 +355,ambulatory,,2016-06-01 +355,ambulatory,cumulus__none,2016-06-01 +354,,,2019-12-01 +354,,cumulus__none,2019-12-01 +354,ambulatory,,2017-12-01 +354,ambulatory,,2016-07-01 +354,ambulatory,cumulus__none,2017-12-01 +354,ambulatory,cumulus__none,2016-07-01 +353,,,2019-07-01 +353,,cumulus__none,2019-07-01 +350,ambulatory,,2022-01-01 +350,ambulatory,cumulus__none,2022-01-01 +348,ambulatory,,2018-04-01 +348,ambulatory,cumulus__none,2018-04-01 +347,,,2020-05-01 +347,,,2017-04-01 +347,,cumulus__none,2020-05-01 +347,,cumulus__none,2017-04-01 +347,ambulatory,,2018-07-01 +347,ambulatory,,2017-05-01 +347,ambulatory,cumulus__none,2018-07-01 +347,ambulatory,cumulus__none,2017-05-01 +346,,,2018-11-01 +346,,cumulus__none,2018-11-01 +346,ambulatory,,2020-11-01 +346,ambulatory,,2019-06-01 +346,ambulatory,cumulus__none,2020-11-01 +346,ambulatory,cumulus__none,2019-06-01 +345,ambulatory,,2020-12-01 +345,ambulatory,cumulus__none,2020-12-01 +344,ambulatory,,2020-07-01 +344,ambulatory,cumulus__none,2020-07-01 +342,,,2020-10-01 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