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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 12 new columns ({'transfers_in', 'unit_capacity', 'day_of_week', 'admits_today', 'daily_census', 'date', 'seasonality_weight', 'occupancy_rate', 'month', 'transfers_out', 'discharges_today', 'unit'}) and 76 missing columns ({'age_group', 'expected_los_drg', 'news2_score_triage', 'door_to_disposition_min', 'triage_rr', 'esi_level', 'comfort_care_flag', 'case_mgmt_flag', 'age', 'admit_source', 'los_days', 'ed_boarding_flag', 'triage_spo2', 'admission_type', 'triage_temp_f', 'lwbs_flag', 'pt_ot_eval', 'short_stay_flag', 'readmit_risk_60d', 'race_ethnicity', 'discharge_date', 'los_outlier_flag', 'prior_ed_visits_6mo', 'assigned_unit', 'insurance_payer', 'lace_plus_score', 'admit_date', 'news2_score_discharge', 'readmit_flag_30d', 'triage_sbp', 'cc_mcc_level', 'admit_hour', 'readmit_risk_category', 'triage_dbp', 'elixhauser_count', 'discharge_call_made', 'triage_hr', 'qsofa_score', 'drg_relative_weight', 'icu_flag', 'readmit_risk_90d', 'discharge_disposition', 'icu_los_days', 'inpatient_mortality_flag', 'discharge_instructions', 'bed_lag_min', 'psi90_flag', 'apr_drg_rom', 'news2_delta', 'hcahps_overall_score', 'pcp_followup_7d', 'total_charges_usd', 'zip_drive_time_min', 'hrrp_condition_flag', 'triage_gcs', 'patient_id', 'urban_rural', 'prior_admits_12mo', 'hac_flag', 'admission_id', 'sex', 'social_work_consult', 'apr_drg_soi', 'readmit_cause_category', 'cci_score', 'ed_boarding_hours', 'secondary_dx_count', 'readmit_risk_30d', 'ms_drg_code', 'drg_case_mix_weight', 'door_to_physician_min', 'charge_to_cost_ratio', 'language_concordance', 'hac_type', 'ms_drg_label', 'discharge_hour'}).
This happened while the csv dataset builder was generating data using
hf://datasets/xpertsystems/hlt005-sample/bed_utilization.csv (at revision 9a658c8af05c2579ed3e15eb28f393d6b8c93986), [/tmp/hf-datasets-cache/medium/datasets/53471145044963-config-parquet-and-info-xpertsystems-hlt005-sampl-5f67b748/hub/datasets--xpertsystems--hlt005-sample/snapshots/9a658c8af05c2579ed3e15eb28f393d6b8c93986/admissions.csv (origin=hf://datasets/xpertsystems/hlt005-sample@9a658c8af05c2579ed3e15eb28f393d6b8c93986/admissions.csv), /tmp/hf-datasets-cache/medium/datasets/53471145044963-config-parquet-and-info-xpertsystems-hlt005-sampl-5f67b748/hub/datasets--xpertsystems--hlt005-sample/snapshots/9a658c8af05c2579ed3e15eb28f393d6b8c93986/bed_utilization.csv (origin=hf://datasets/xpertsystems/hlt005-sample@9a658c8af05c2579ed3e15eb28f393d6b8c93986/bed_utilization.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
date: string
unit: string
unit_capacity: int64
daily_census: int64
occupancy_rate: double
admits_today: int64
discharges_today: int64
transfers_in: int64
transfers_out: int64
seasonality_weight: double
day_of_week: string
month: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1711
to
{'admission_id': Value('string'), 'patient_id': Value('string'), 'age': Value('int64'), 'age_group': Value('string'), 'sex': Value('string'), 'race_ethnicity': Value('string'), 'insurance_payer': Value('string'), 'zip_drive_time_min': Value('int64'), 'urban_rural': Value('string'), 'prior_admits_12mo': Value('int64'), 'admit_date': Value('string'), 'admit_hour': Value('int64'), 'admit_source': Value('string'), 'admission_type': Value('string'), 'esi_level': Value('int64'), 'door_to_physician_min': Value('int64'), 'door_to_disposition_min': Value('int64'), 'triage_sbp': Value('int64'), 'triage_dbp': Value('int64'), 'triage_hr': Value('int64'), 'triage_rr': Value('int64'), 'triage_spo2': Value('int64'), 'triage_temp_f': Value('float64'), 'triage_gcs': Value('int64'), 'news2_score_triage': Value('int64'), 'qsofa_score': Value('int64'), 'lwbs_flag': Value('int64'), 'ms_drg_code': Value('int64'), 'ms_drg_label': Value('string'), 'drg_relative_weight': Value('float64'), 'cc_mcc_level': Value('string'), 'apr_drg_soi': Value('int64'), 'apr_drg_rom': Value('int64'), 'cci_score': Value('int64'), 'elixhauser_count': Value('int64'), 'secondary_dx_count': Value('int64'), 'los_days': Value('float64'), 'icu_flag': Value('int64'), 'icu_los_days': Value('float64'), 'ed_boarding_hours': Value('float64'), 'expected_los_drg': Value('float64'), 'los_outlier_flag': Value('int64'), 'short_stay_flag': Value('int64'), 'ed_boarding_flag': Value('int64'), 'discharge_date': Value('string'), 'discharge_hour': Value('int64'), 'lace_plus_score': Value('int64'), 'readmit_risk_30d': Value('float64'), 'readmit_risk_60d': Value('float64'), 'readmit_risk_90d': Value('float64'), 'readmit_risk_category': Value('string'), 'readmit_flag_30d': Value('int64'), 'readmit_cause_category': Value('string'), 'hrrp_condition_flag': Value('int64'), 'prior_ed_visits_6mo': Value('int64'), 'discharge_call_made': Value('int64'), 'pcp_followup_7d': Value('int64'), 'discharge_disposition': Value('string'), 'inpatient_mortality_flag': Value('int64'), 'news2_score_discharge': Value('int64'), 'news2_delta': Value('int64'), 'social_work_consult': Value('int64'), 'pt_ot_eval': Value('int64'), 'case_mgmt_flag': Value('int64'), 'discharge_instructions': Value('int64'), 'language_concordance': Value('int64'), 'assigned_unit': Value('string'), 'bed_lag_min': Value('int64'), 'total_charges_usd': Value('int64'), 'charge_to_cost_ratio': Value('float64'), 'drg_case_mix_weight': Value('float64'), 'hcahps_overall_score': Value('float64'), 'hac_flag': Value('int64'), 'hac_type': Value('string'), 'psi90_flag': Value('int64'), 'comfort_care_flag': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1802, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 12 new columns ({'transfers_in', 'unit_capacity', 'day_of_week', 'admits_today', 'daily_census', 'date', 'seasonality_weight', 'occupancy_rate', 'month', 'transfers_out', 'discharges_today', 'unit'}) and 76 missing columns ({'age_group', 'expected_los_drg', 'news2_score_triage', 'door_to_disposition_min', 'triage_rr', 'esi_level', 'comfort_care_flag', 'case_mgmt_flag', 'age', 'admit_source', 'los_days', 'ed_boarding_flag', 'triage_spo2', 'admission_type', 'triage_temp_f', 'lwbs_flag', 'pt_ot_eval', 'short_stay_flag', 'readmit_risk_60d', 'race_ethnicity', 'discharge_date', 'los_outlier_flag', 'prior_ed_visits_6mo', 'assigned_unit', 'insurance_payer', 'lace_plus_score', 'admit_date', 'news2_score_discharge', 'readmit_flag_30d', 'triage_sbp', 'cc_mcc_level', 'admit_hour', 'readmit_risk_category', 'triage_dbp', 'elixhauser_count', 'discharge_call_made', 'triage_hr', 'qsofa_score', 'drg_relative_weight', 'icu_flag', 'readmit_risk_90d', 'discharge_disposition', 'icu_los_days', 'inpatient_mortality_flag', 'discharge_instructions', 'bed_lag_min', 'psi90_flag', 'apr_drg_rom', 'news2_delta', 'hcahps_overall_score', 'pcp_followup_7d', 'total_charges_usd', 'zip_drive_time_min', 'hrrp_condition_flag', 'triage_gcs', 'patient_id', 'urban_rural', 'prior_admits_12mo', 'hac_flag', 'admission_id', 'sex', 'social_work_consult', 'apr_drg_soi', 'readmit_cause_category', 'cci_score', 'ed_boarding_hours', 'secondary_dx_count', 'readmit_risk_30d', 'ms_drg_code', 'drg_case_mix_weight', 'door_to_physician_min', 'charge_to_cost_ratio', 'language_concordance', 'hac_type', 'ms_drg_label', 'discharge_hour'}).
This happened while the csv dataset builder was generating data using
hf://datasets/xpertsystems/hlt005-sample/bed_utilization.csv (at revision 9a658c8af05c2579ed3e15eb28f393d6b8c93986), [/tmp/hf-datasets-cache/medium/datasets/53471145044963-config-parquet-and-info-xpertsystems-hlt005-sampl-5f67b748/hub/datasets--xpertsystems--hlt005-sample/snapshots/9a658c8af05c2579ed3e15eb28f393d6b8c93986/admissions.csv (origin=hf://datasets/xpertsystems/hlt005-sample@9a658c8af05c2579ed3e15eb28f393d6b8c93986/admissions.csv), /tmp/hf-datasets-cache/medium/datasets/53471145044963-config-parquet-and-info-xpertsystems-hlt005-sampl-5f67b748/hub/datasets--xpertsystems--hlt005-sample/snapshots/9a658c8af05c2579ed3e15eb28f393d6b8c93986/bed_utilization.csv (origin=hf://datasets/xpertsystems/hlt005-sample@9a658c8af05c2579ed3e15eb28f393d6b8c93986/bed_utilization.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
admission_id string | patient_id string | age int64 | age_group string | sex string | race_ethnicity string | insurance_payer string | zip_drive_time_min int64 | urban_rural string | prior_admits_12mo int64 | admit_date string | admit_hour int64 | admit_source string | admission_type string | esi_level int64 | door_to_physician_min int64 | door_to_disposition_min int64 | triage_sbp int64 | triage_dbp int64 | triage_hr int64 | triage_rr int64 | triage_spo2 int64 | triage_temp_f float64 | triage_gcs int64 | news2_score_triage int64 | qsofa_score int64 | lwbs_flag int64 | ms_drg_code int64 | ms_drg_label string | drg_relative_weight float64 | cc_mcc_level string | apr_drg_soi int64 | apr_drg_rom int64 | cci_score int64 | elixhauser_count int64 | secondary_dx_count int64 | los_days float64 | icu_flag int64 | icu_los_days float64 | ed_boarding_hours float64 | expected_los_drg float64 | los_outlier_flag int64 | short_stay_flag int64 | ed_boarding_flag int64 | discharge_date string | discharge_hour int64 | lace_plus_score int64 | readmit_risk_30d float64 | readmit_risk_60d float64 | readmit_risk_90d float64 | readmit_risk_category string | readmit_flag_30d int64 | readmit_cause_category string | hrrp_condition_flag int64 | prior_ed_visits_6mo int64 | discharge_call_made int64 | pcp_followup_7d int64 | discharge_disposition string | inpatient_mortality_flag int64 | news2_score_discharge int64 | news2_delta int64 | social_work_consult int64 | pt_ot_eval int64 | case_mgmt_flag int64 | discharge_instructions int64 | language_concordance int64 | assigned_unit string | bed_lag_min int64 | total_charges_usd int64 | charge_to_cost_ratio float64 | drg_case_mix_weight float64 | hcahps_overall_score float64 | hac_flag int64 | hac_type null | psi90_flag int64 | comfort_care_flag int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
HLT005-ADM-00000001 | HLT005-PAT-0000466 | 29 | Young_Adult | Male | White_NH | Medicaid | 115 | Rural | 3 | 2023-06-05 | 16 | Emergency_Department | Emergent | 3 | 39 | 243 | 113 | 70 | 67 | 12 | 96 | 99.1 | 13 | 3 | 1 | 0 | 247 | Perc Cardiovasc Proc w Drug Stent w/o MCC | 2.214 | No_CC_MCC | 1 | 1 | 0 | 3 | 1 | 2.1 | 0 | 0 | 4.5 | 2.1 | 0 | 0 | 1 | 2023-06-07 | 18 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 1 | 0 | 0 | 0 | Home | 0 | 3 | 0 | 0 | 0 | 1 | 1 | 1 | Cardiology | 108 | 47,245 | 3.49 | 2.214 | 7.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000002 | HLT005-PAT-0000258 | 54 | Middle_Adult | Male | White_NH | Medicare | 18 | Suburban | 4 | 2023-06-15 | 1 | Emergency_Department | Emergent | 2 | 40 | 119 | 73 | 50 | 86 | 22 | 93 | 99.1 | 11 | 6 | 3 | 0 | 469 | Major Joint Replacement w MCC | 3.415 | MCC | 4 | 4 | 1 | 4 | 4 | 7.5 | 1 | 1.6 | 1.1 | 4.8 | 0 | 0 | 0 | 2023-06-22 | 13 | 11 | 0.2488 | 0.3608 | 0.4478 | High | 0 | null | 1 | 1 | 1 | 0 | Home | 0 | 4 | 2 | 1 | 0 | 0 | 1 | 1 | ICU | 96 | 73,000 | 3.28 | 3.415 | 7.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000003 | HLT005-PAT-0000791 | 0 | null | Male | White_NH | Medicare | 5 | Urban_Core | 1 | 2023-05-17 | 3 | Emergency_Department | Emergent | 2 | 2 | 83 | 78 | 63 | 96 | 20 | 88 | 99.1 | 10 | 9 | 2 | 0 | 795 | Normal Newborn | 0.162 | CC | 3 | 4 | 2 | 2 | 3 | 1.4 | 0 | 0 | 7.1 | 2.1 | 0 | 0 | 1 | 2023-05-18 | 13 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 1 | Complication | 0 | 0 | 1 | 1 | Home | 0 | 7 | 2 | 0 | 0 | 0 | 0 | 1 | OB_GYN | 53 | 3,185 | 4.73 | 0.162 | 7.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000004 | HLT005-PAT-0001530 | 78 | Older_Adult | Male | Hispanic_Latino | Commercial | 17 | Suburban | 1 | 2023-05-12 | 11 | Physician_Referral | Urgent | 3 | 13 | 105 | 130 | 68 | 45 | 23 | 94 | 99.1 | 13 | 3 | 2 | 0 | 885 | Psychoses | 0.9801 | CC | 3 | 2 | 1 | 1 | 1 | 5.2 | 0 | 0 | 0 | 7.8 | 0 | 0 | 0 | 2023-05-17 | 15 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 0 | 1 | 0 | 1 | Transfer_to_Acute | 0 | 0 | 3 | 1 | 1 | 1 | 1 | 1 | Psychiatry | 62 | 15,142 | 4.86 | 0.9801 | 6.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000005 | HLT005-PAT-0000251 | 65 | Older_Adult | Female | White_NH | Medicare | 12 | Urban_Core | 0 | 2023-08-30 | 2 | Emergency_Department | Emergent | 3 | 5 | 27 | 138 | 84 | 85 | 20 | 93 | 99.1 | 14 | 0 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 3 | 4 | 9 | 1 | 0 | 10.3 | 1 | 5.1 | 7 | 6.8 | 0 | 0 | 1 | 2023-09-09 | 10 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 0 | null | 0 | 0 | 1 | 1 | LTAC | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | MICU | 21 | 101,801 | 4.54 | 2.152 | 6.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000006 | HLT005-PAT-0001200 | 64 | Middle_Adult | Male | Asian | Medicare | 18 | Suburban | 0 | 2023-02-17 | 9 | Emergency_Department | Emergent | 2 | 35 | 186 | 95 | 40 | 99 | 18 | 83 | 99.1 | 10 | 6 | 2 | 0 | 948 | Signs & Symptoms w/o MCC | 0.715 | CC | 3 | 2 | 2 | 5 | 6 | 2.2 | 0 | 0 | 3.9 | 2.9 | 0 | 0 | 1 | 2023-02-19 | 14 | 7 | 0.1432 | 0.2076 | 0.2578 | Moderate | 1 | Unrelated | 0 | 0 | 1 | 1 | Home_Health_Services | 0 | 4 | 2 | 0 | 0 | 0 | 1 | 1 | Gen_Med_D | 67 | 16,748 | 3.74 | 0.715 | 9.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000007 | HLT005-PAT-0000096 | 66 | Older_Adult | Female | Hispanic_Latino | Medicaid | 57 | Micropolitan | 0 | 2023-08-18 | 11 | Physician_Referral | Emergent | 2 | 39 | 358 | 74 | 59 | 133 | 27 | 92 | 99.1 | 12 | 11 | 3 | 0 | 460 | Spinal Fusion Except Cervical w/o MCC | 3.185 | CC | 2 | 2 | 3 | 0 | 0 | 3.7 | 0 | 0 | 0 | 2.4 | 0 | 0 | 0 | 2023-08-22 | 3 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 1 | 1 | 0 | Home_Health_Services | 0 | 11 | 0 | 0 | 1 | 1 | 1 | 1 | Gen_Med_B | 44 | 58,278 | 4.15 | 3.185 | 7.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000008 | HLT005-PAT-0000814 | 72 | Older_Adult | Female | Black_AA | Medicare | 11 | Urban_Core | 1 | 2023-11-16 | 18 | Direct_Elective | Elective | 4 | 60 | 137 | 112 | 62 | 103 | 17 | 96 | 99.1 | 13 | 3 | 1 | 0 | 247 | Perc Cardiovasc Proc w Drug Stent w/o MCC | 2.214 | No_CC_MCC | 2 | 3 | 3 | 1 | 1 | 3.6 | 0 | 0 | 0 | 2.1 | 0 | 0 | 0 | 2023-11-20 | 8 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 1 | 1 | 1 | 1 | Home_Health_Services | 0 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | Cardiology | 68 | 36,098 | 3.76 | 2.214 | 9.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000009 | HLT005-PAT-0000226 | 79 | Older_Adult | Male | White_NH | Commercial | 9 | Urban_Core | 2 | 2023-02-24 | 18 | Emergency_Department | Emergent | 3 | 25 | 93 | 133 | 79 | 78 | 20 | 98 | 99.1 | 14 | 0 | 1 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | CC | 2 | 2 | 4 | 3 | 2 | 3.3 | 0 | 0 | 1.4 | 4.1 | 0 | 0 | 0 | 2023-02-28 | 1 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 2 | 0 | 0 | Home | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | Gen_Med_B | 11 | 19,357 | 2.98 | 1.048 | 7.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000010 | HLT005-PAT-0000057 | 33 | Young_Adult | Female | Hispanic_Latino | Commercial | 10 | Urban_Core | 0 | 2023-08-09 | 5 | Emergency_Department | Emergent | 2 | 20 | 39 | 103 | 56 | 121 | 25 | 94 | 99.1 | 12 | 8 | 2 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 3 | 4 | 3 | 3 | 3 | 12 | 1 | 1.6 | 6.7 | 6.2 | 0 | 0 | 1 | 2023-08-21 | 5 | 13 | 0.3112 | 0.4512 | 0.5602 | High | 0 | null | 0 | 2 | 0 | 1 | Home | 0 | 3 | 5 | 0 | 0 | 0 | 1 | 1 | ICU | 112 | 64,774 | 5.01 | 2.6501 | 6.7 | 0 | null | 0 | 1 |
HLT005-ADM-00000011 | HLT005-PAT-0000450 | 85 | Elderly | Male | White_NH | Medicare | 74 | Rural | 0 | 2023-07-17 | 2 | Emergency_Department | Emergent | 2 | 18 | 167 | 80 | 40 | 101 | 16 | 86 | 99.1 | 10 | 9 | 2 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | No_CC_MCC | 1 | 2 | 1 | 2 | 3 | 1.4 | 0 | 0 | 5.2 | 2.1 | 0 | 0 | 1 | 2023-07-18 | 12 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 1 | 0 | 1 | 1 | SNF | 0 | 8 | 1 | 1 | 0 | 1 | 0 | 0 | Orthopedics | 72 | 36,543 | 2.79 | 2.106 | 8.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000012 | HLT005-PAT-0000737 | 84 | Elderly | Male | Hispanic_Latino | Medicare | 11 | Urban_Core | 1 | 2023-09-03 | 19 | Direct_Elective | Emergent | 3 | 6 | 105 | 116 | 77 | 92 | 18 | 90 | 99.1 | 14 | 3 | 1 | 0 | 536 | Fractures Hip & Pelvis w/o MCC | 1.234 | No_CC_MCC | 1 | 1 | 3 | 3 | 1 | 2 | 0 | 0 | 0 | 4.1 | 0 | 0 | 0 | 2023-09-05 | 19 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 0 | 1 | 1 | 1 | Home | 0 | 2 | 1 | 1 | 0 | 1 | 1 | 0 | Orthopedics | 77 | 18,991 | 2.78 | 1.234 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000013 | HLT005-PAT-0001207 | 60 | Middle_Adult | Female | Black_AA | Medicare | 19 | Suburban | 0 | 2023-02-22 | 11 | Emergency_Department | Urgent | 3 | 11 | 264 | 141 | 90 | 49 | 15 | 94 | 99.1 | 14 | 0 | 1 | 0 | 313 | Chest Pain | 0.6482 | CC | 3 | 2 | 2 | 0 | 0 | 1.5 | 0 | 0 | 12.2 | 2 | 0 | 0 | 1 | 2023-02-23 | 23 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 1 | 0 | 0 | 1 | Home | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | Gen_Med_A | 34 | 14,109 | 4.11 | 0.6482 | 7.3 | 1 | null | 0 | 0 |
HLT005-ADM-00000014 | HLT005-PAT-0000765 | 24 | Young_Adult | Male | White_NH | Commercial | 59 | Micropolitan | 0 | 2023-08-09 | 0 | Physician_Referral | Urgent | 5 | 13 | 287 | 134 | 73 | 73 | 23 | 97 | 99.1 | 15 | 0 | 1 | 0 | 774 | Vaginal Delivery w/o Complicating Diagnoses | 0.501 | CC | 2 | 3 | 2 | 6 | 7 | 1.9 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2023-08-10 | 21 | 3 | 0.0632 | 0.0916 | 0.1138 | Low | 1 | Unrelated | 0 | 0 | 0 | 1 | Home_Health_Services | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | OB_GYN | 121 | 9,120 | 4.46 | 0.501 | 8.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000015 | HLT005-PAT-0000504 | 59 | Middle_Adult | Male | Hispanic_Latino | Medicare | 26 | Suburban | 0 | 2023-08-28 | 12 | Emergency_Department | Emergent | 4 | 14 | 35 | 109 | 85 | 86 | 12 | 94 | 99.1 | 15 | 0 | 0 | 0 | 469 | Major Joint Replacement w MCC | 3.415 | MCC | 3 | 4 | 2 | 2 | 0 | 6.2 | 0 | 0 | 3.5 | 4.8 | 0 | 0 | 1 | 2023-09-03 | 17 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 1 | 0 | 1 | 1 | Home | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | Orthopedics | 78 | 61,570 | 4.42 | 3.415 | 9.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000016 | HLT005-PAT-0001627 | 18 | Young_Adult | Female | Hispanic_Latino | Medicaid | 5 | Urban_Core | 2 | 2023-03-06 | 8 | Emergency_Department | Elective | 4 | 9 | 107 | 135 | 90 | 79 | 18 | 93 | 99.1 | 15 | 0 | 0 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | MCC | 4 | 4 | 4 | 1 | 0 | 7.3 | 1 | 1.6 | 3.6 | 5.4 | 0 | 0 | 1 | 2023-03-13 | 15 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 1 | 0 | 1 | 1 | Inpatient_Rehab | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | SICU | 71 | 45,917 | 3.29 | 1.6124 | 8 | 0 | null | 0 | 0 |
HLT005-ADM-00000017 | HLT005-PAT-0000217 | 39 | Young_Adult | Female | White_NH | Medicare | 11 | Urban_Core | 1 | 2023-03-17 | 11 | Direct_Elective | Emergent | 2 | 43 | 79 | 92 | 73 | 127 | 17 | 98 | 99.1 | 10 | 5 | 2 | 0 | 682 | Renal Failure w MCC | 1.5401 | MCC | 4 | 4 | 4 | 3 | 2 | 10.9 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 2023-03-28 | 9 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 1 | Same_DRG_Recurrence | 0 | 0 | 1 | 0 | SNF | 0 | 3 | 2 | 0 | 0 | 1 | 1 | 1 | Nephrology | 70 | 32,035 | 4.25 | 1.5401 | 8.7 | 0 | null | 0 | 1 |
HLT005-ADM-00000018 | HLT005-PAT-0000273 | 71 | Older_Adult | Female | Black_AA | Commercial | 10 | Urban_Core | 4 | 2023-04-05 | 15 | Emergency_Department | Elective | 3 | 2 | 173 | 113 | 44 | 90 | 24 | 99 | 99.1 | 15 | 0 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 4 | 3 | 6 | 5 | 5 | 9.7 | 0 | 0 | 7.7 | 6.8 | 0 | 0 | 1 | 2023-04-15 | 7 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 1 | Unknown | 0 | 1 | 0 | 0 | Home_Health_Services | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | Gen_Med_A | 13 | 60,517 | 3.4 | 2.152 | 5.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000019 | HLT005-PAT-0000040 | 24 | Young_Adult | Female | White_NH | VA | 5 | Urban_Core | 0 | 2023-11-17 | 9 | Emergency_Department | Emergent | 3 | 12 | 100 | 128 | 68 | 95 | 18 | 99 | 99.1 | 14 | 0 | 1 | 0 | 774 | Vaginal Delivery w/o Complicating Diagnoses | 0.501 | CC | 3 | 4 | 2 | 3 | 1 | 1.9 | 0 | 0 | 9.8 | 2 | 0 | 0 | 1 | 2023-11-19 | 7 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 1 | Same_DRG_Recurrence | 0 | 2 | 0 | 0 | Home | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | OB_GYN | 33 | 9,050 | 4.14 | 0.501 | 7.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000020 | HLT005-PAT-0000331 | 75 | Older_Adult | Female | Black_AA | Medicare | 11 | Urban_Core | 1 | 2023-06-09 | 5 | Newborn | Emergent | 3 | 15 | 100 | 104 | 72 | 87 | 13 | 98 | 99.1 | 14 | 0 | 1 | 0 | 392 | Esophagitis/Misc GI Disorders w/o MCC | 0.8501 | No_CC_MCC | 2 | 3 | 3 | 1 | 0 | 1.8 | 0 | 0 | 0 | 3.2 | 0 | 1 | 0 | 2023-06-11 | 0 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 0 | 2 | 1 | 0 | Home | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | Gen_Med_B | 37 | 14,637 | 4.37 | 0.8501 | 8.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000021 | HLT005-PAT-0001079 | 60 | Middle_Adult | Female | Hispanic_Latino | Medicare | 5 | Urban_Core | 2 | 2023-04-20 | 13 | Emergency_Department | Elective | 3 | 20 | 94 | 117 | 54 | 84 | 21 | 92 | 99.1 | 15 | 0 | 0 | 0 | 460 | Spinal Fusion Except Cervical w/o MCC | 3.185 | CC | 2 | 3 | 3 | 3 | 2 | 3.4 | 0 | 0 | 5.8 | 2.4 | 0 | 0 | 1 | 2023-04-23 | 22 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 0 | 0 | 0 | 1 | Expired | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Gen_Med_C | 17 | 64,030 | 2.51 | 3.185 | 8.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000022 | HLT005-PAT-0001301 | 96 | Elderly | Female | White_NH | Medicaid | 20 | Suburban | 1 | 2023-01-14 | 18 | Emergency_Department | Elective | 4 | 1 | 126 | 150 | 84 | 100 | 23 | 99 | 99.1 | 14 | 0 | 2 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | CC | 3 | 2 | 4 | 3 | 0 | 1.7 | 0 | 0 | 5.9 | 2.1 | 0 | 0 | 1 | 2023-01-16 | 11 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 1 | 2 | 0 | 1 | Home_Health_Services | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | Orthopedics | 49 | 44,186 | 4.52 | 2.106 | 8.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000023 | HLT005-PAT-0001429 | 80 | Elderly | Female | White_NH | Medicaid | 16 | Suburban | 0 | 2023-04-15 | 11 | Emergency_Department | Urgent | 4 | 27 | 159 | 179 | 95 | 116 | 17 | 100 | 99.1 | 13 | 5 | 1 | 0 | 948 | Signs & Symptoms w/o MCC | 0.715 | CC | 2 | 1 | 2 | 1 | 1 | 5.3 | 0 | 0 | 0.2 | 2.9 | 0 | 0 | 0 | 2023-04-20 | 18 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 3 | 1 | 0 | Home | 0 | 2 | 3 | 0 | 0 | 1 | 1 | 1 | Gen_Med_C | 122 | 11,621 | 3.89 | 0.715 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000024 | HLT005-PAT-0001280 | 54 | Middle_Adult | Female | White_NH | Medicare | 10 | Urban_Core | 0 | 2023-10-07 | 0 | Transfer_from_Acute | Urgent | 3 | 24 | 80 | 91 | 57 | 46 | 15 | 99 | 99.1 | 15 | 0 | 1 | 0 | 101 | Seizures w/o MCC | 0.821 | No_CC_MCC | 2 | 1 | 1 | 1 | 1 | 1.6 | 0 | 0 | 0 | 2.8 | 0 | 0 | 0 | 2023-10-08 | 14 | 3 | 0.0632 | 0.0916 | 0.1138 | Low | 0 | null | 0 | 0 | 0 | 1 | Home | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | Neurology | 28 | 11,845 | 2.77 | 0.821 | 7.5 | 0 | null | 0 | 0 |
HLT005-ADM-00000025 | HLT005-PAT-0000991 | 99 | Elderly | Male | Asian | Medicaid | 5 | Urban_Core | 1 | 2023-11-27 | 1 | Newborn | Urgent | 3 | 32 | 347 | 108 | 59 | 65 | 11 | 96 | 99.1 | 14 | 0 | 1 | 0 | 247 | Perc Cardiovasc Proc w Drug Stent w/o MCC | 2.214 | CC | 3 | 2 | 4 | 3 | 1 | 2.7 | 0 | 0 | 0 | 2.1 | 0 | 0 | 0 | 2023-11-29 | 18 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 1 | 0 | 0 | 0 | SNF | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | Cardiology | 55 | 37,351 | 3.57 | 2.214 | 9.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000026 | HLT005-PAT-0001338 | 42 | Young_Adult | Male | White_NH | Commercial | 43 | Micropolitan | 4 | 2023-10-08 | 4 | Physician_Referral | Urgent | 3 | 6 | 225 | 148 | 76 | 85 | 11 | 90 | 99.1 | 14 | 3 | 1 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | MCC | 4 | 3 | 3 | 1 | 0 | 18.6 | 1 | 1.3 | 0 | 5.4 | 1 | 0 | 0 | 2023-10-26 | 19 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 1 | 0 | 0 | 0 | SNF | 0 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | SICU | 70 | 37,741 | 2.61 | 1.6124 | 6.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000027 | HLT005-PAT-0000820 | 35 | Young_Adult | Male | Black_AA | Self_Pay | 11 | Urban_Core | 2 | 2023-11-17 | 14 | Newborn | Emergent | 3 | 18 | 128 | 100 | 79 | 108 | 10 | 93 | 99.1 | 13 | 3 | 2 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 4 | 3 | 2 | 4 | 4 | 13.1 | 0 | 0 | 0 | 6.2 | 0 | 0 | 0 | 2023-11-30 | 16 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 0 | 1 | 0 | SNF | 0 | 0 | 3 | 0 | 1 | 1 | 1 | 1 | Neurology | 36 | 51,089 | 2.26 | 2.6501 | 5.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000028 | HLT005-PAT-0001664 | 54 | Middle_Adult | Male | Hispanic_Latino | Commercial | 35 | Suburban | 1 | 2023-07-09 | 20 | Emergency_Department | Emergent | 3 | 2 | 33 | 123 | 80 | 98 | 20 | 99 | 99.1 | 15 | 0 | 0 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 3 | 3 | 7 | 3 | 4 | 13.5 | 0 | 0 | 6.4 | 6.8 | 0 | 0 | 1 | 2023-07-23 | 8 | 14 | 0.3448 | 0.5 | 0.6206 | Very_High | 0 | null | 0 | 3 | 0 | 1 | SNF | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | Gen_Med_A | 44 | 68,156 | 2.9 | 2.152 | 7.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000029 | HLT005-PAT-0000369 | 48 | Middle_Adult | Male | Hispanic_Latino | Medicaid | 15 | Urban_Core | 3 | 2023-07-15 | 20 | Physician_Referral | Urgent | 5 | 6 | 75 | 165 | 106 | 69 | 20 | 99 | 99.1 | 14 | 0 | 1 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | No_CC_MCC | 2 | 1 | 7 | 3 | 2 | 6.9 | 0 | 0 | 0 | 4.1 | 0 | 0 | 0 | 2023-07-22 | 18 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 0 | 1 | 1 | SNF | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | Gen_Med_A | 155 | 21,880 | 2.86 | 1.048 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000030 | HLT005-PAT-0000270 | 35 | Young_Adult | Male | White_NH | Medicare | 45 | Micropolitan | 2 | 2023-03-18 | 21 | Physician_Referral | Emergent | 2 | 4 | 148 | 89 | 54 | 96 | 17 | 88 | 99.1 | 12 | 9 | 2 | 0 | 885 | Psychoses | 0.9801 | No_CC_MCC | 1 | 1 | 2 | 5 | 5 | 3.9 | 0 | 0 | 0 | 7.8 | 0 | 0 | 0 | 2023-03-22 | 19 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 1 | Unrelated | 0 | 0 | 0 | 0 | Home | 0 | 9 | 0 | 0 | 1 | 1 | 1 | 1 | Psychiatry | 9 | 19,854 | 3.42 | 0.9801 | 8.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000031 | HLT005-PAT-0001166 | 76 | Older_Adult | Female | White_NH | Medicare | 24 | Suburban | 1 | 2023-04-19 | 10 | Emergency_Department | Elective | 4 | 12 | 71 | 124 | 84 | 97 | 20 | 98 | 99.1 | 14 | 0 | 1 | 0 | 896 | Alcohol/Drug Abuse w Rehab Therapy | 0.8641 | No_CC_MCC | 1 | 1 | 2 | 1 | 0 | 5.3 | 0 | 0 | 14.8 | 6.2 | 0 | 0 | 1 | 2023-04-24 | 17 | 7 | 0.1432 | 0.2076 | 0.2578 | Moderate | 0 | null | 0 | 0 | 0 | 0 | Home | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Psychiatry | 50 | 11,744 | 5.07 | 0.8641 | 7.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000032 | HLT005-PAT-0001046 | 61 | Middle_Adult | Male | NHOPI | Medicaid | 17 | Suburban | 0 | 2023-12-17 | 20 | Physician_Referral | Emergent | 3 | 12 | 215 | 100 | 65 | 73 | 14 | 93 | 99.1 | 15 | 0 | 1 | 0 | 948 | Signs & Symptoms w/o MCC | 0.715 | No_CC_MCC | 1 | 1 | 2 | 3 | 3 | 2.7 | 0 | 0 | 0 | 2.9 | 0 | 0 | 0 | 2023-12-20 | 12 | 7 | 0.1432 | 0.2076 | 0.2578 | Moderate | 1 | Complication | 0 | 2 | 1 | 0 | Home | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | Gen_Med_B | 54 | 10,795 | 4.31 | 0.715 | 8.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000033 | HLT005-PAT-0001159 | 61 | Middle_Adult | Male | White_NH | Medicaid | 9 | Urban_Core | 0 | 2023-08-25 | 4 | Emergency_Department | Emergent | 3 | 12 | 106 | 139 | 61 | 89 | 13 | 100 | 99.1 | 14 | 0 | 1 | 0 | 192 | Simple Pneumonia & Pleurisy w/o CC | 0.7421 | No_CC_MCC | 2 | 3 | 3 | 2 | 1 | 4.5 | 0 | 0 | 7.8 | 2.8 | 0 | 0 | 1 | 2023-08-29 | 16 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 1 | 1 | 1 | 0 | Inpatient_Rehab | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | Pulmonology | 50 | 11,294 | 4.29 | 0.7421 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000034 | HLT005-PAT-0000871 | 63 | Middle_Adult | Female | White_NH | Commercial | 40 | Micropolitan | 2 | 2023-04-11 | 1 | Physician_Referral | Emergent | 4 | 17 | 145 | 94 | 78 | 71 | 17 | 99 | 99.1 | 14 | 0 | 2 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | CC | 2 | 3 | 2 | 6 | 9 | 3.5 | 0 | 0 | 0 | 2.1 | 0 | 0 | 0 | 2023-04-14 | 13 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 1 | 0 | 1 | 0 | Expired | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | Orthopedics | 47 | 32,984 | 5.36 | 2.106 | 6.5 | 0 | null | 0 | 0 |
HLT005-ADM-00000035 | HLT005-PAT-0001113 | 20 | Young_Adult | Male | White_NH | Medicare | 14 | Urban_Core | 2 | 2023-09-29 | 14 | Transfer_from_Acute | Elective | 3 | 5 | 86 | 112 | 87 | 92 | 15 | 100 | 99.1 | 15 | 0 | 0 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 3 | 4 | 1 | 4 | 6 | 11 | 1 | 1.3 | 0 | 6.2 | 0 | 0 | 0 | 2023-10-10 | 14 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 1 | 1 | 1 | SNF | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | SICU | 124 | 61,390 | 3.11 | 2.6501 | 7.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000036 | HLT005-PAT-0001473 | 34 | Young_Adult | Female | Hispanic_Latino | Medicare | 9 | Urban_Core | 3 | 2023-01-04 | 9 | Emergency_Department | Emergent | 4 | 2 | 165 | 104 | 56 | 95 | 8 | 95 | 99.1 | 15 | 0 | 0 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | MCC | 4 | 4 | 2 | 2 | 2 | 6.8 | 0 | 0 | 12 | 5.4 | 0 | 0 | 1 | 2023-01-11 | 4 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 1 | 0 | 0 | 1 | Expired | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | Cardiology | 99 | 42,703 | 3.8 | 1.6124 | 5.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000037 | HLT005-PAT-0001363 | 55 | Middle_Adult | Female | Asian | Medicare | 14 | Urban_Core | 1 | 2023-11-14 | 3 | Emergency_Department | Elective | 3 | 1 | 208 | 119 | 51 | 40 | 14 | 99 | 99.1 | 15 | 0 | 0 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | No_CC_MCC | 1 | 2 | 5 | 2 | 0 | 2.7 | 0 | 0 | 7.7 | 4.1 | 0 | 0 | 1 | 2023-11-16 | 19 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 0 | 0 | 0 | 1 | Home_Health_Services | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | Gen_Med_B | 84 | 24,712 | 4.34 | 1.048 | 8.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000038 | HLT005-PAT-0001464 | 46 | Middle_Adult | Female | White_NH | Medicare | 15 | Urban_Core | 0 | 2023-07-02 | 4 | Direct_Elective | Emergent | 1 | 7 | 197 | 125 | 61 | 150 | 22 | 88 | 99.1 | 9 | 8 | 2 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 3 | 3 | 4 | 0 | 0 | 9.4 | 1 | 2.7 | 0 | 6.2 | 0 | 0 | 0 | 2023-07-11 | 13 | 14 | 0.3448 | 0.5 | 0.6206 | Very_High | 0 | null | 0 | 2 | 1 | 0 | Home_Health_Services | 0 | 4 | 4 | 0 | 1 | 1 | 1 | 1 | ICU | 21 | 56,750 | 3.47 | 2.6501 | 9.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000039 | HLT005-PAT-0000337 | 57 | Middle_Adult | Male | White_NH | Medicare | 30 | Suburban | 0 | 2023-02-02 | 11 | Physician_Referral | Emergent | 4 | 13 | 226 | 137 | 69 | 118 | 8 | 98 | 99.1 | 15 | 2 | 0 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | No_CC_MCC | 2 | 2 | 3 | 0 | 0 | 9.6 | 0 | 0 | 0 | 5.4 | 0 | 0 | 0 | 2023-02-12 | 1 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 1 | Same_DRG_Recurrence | 1 | 1 | 1 | 0 | Home | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 1 | Cardiology | 101 | 24,717 | 2.1 | 1.6124 | 7.1 | 1 | null | 0 | 0 |
HLT005-ADM-00000040 | HLT005-PAT-0000355 | 87 | Elderly | Male | Black_AA | Medicare | 5 | Urban_Core | 0 | 2023-02-23 | 8 | Emergency_Department | Urgent | 3 | 9 | 126 | 130 | 81 | 47 | 13 | 97 | 99.1 | 13 | 3 | 1 | 0 | 313 | Chest Pain | 0.6482 | No_CC_MCC | 1 | 1 | 2 | 5 | 6 | 1.5 | 0 | 0 | 6.7 | 2 | 0 | 0 | 1 | 2023-02-24 | 20 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 1 | 0 | 1 | 0 | SNF | 0 | 1 | 2 | 0 | 0 | 0 | 1 | 0 | Gen_Med_A | 64 | 11,396 | 3.75 | 0.6482 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000041 | HLT005-PAT-0001401 | 60 | Middle_Adult | Female | White_NH | Medicare | 87 | Rural | 2 | 2023-10-25 | 10 | Emergency_Department | Emergent | 3 | 15 | 219 | 131 | 73 | 79 | 15 | 93 | 99.1 | 13 | 3 | 1 | 0 | 469 | Major Joint Replacement w MCC | 3.415 | MCC | 3 | 3 | 1 | 2 | 2 | 3.4 | 0 | 0 | 1.9 | 4.8 | 0 | 0 | 0 | 2023-10-28 | 19 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 1 | 0 | 0 | 0 | Home | 0 | 0 | 3 | 1 | 1 | 1 | 1 | 1 | Orthopedics | 62 | 79,751 | 4.99 | 3.415 | 8 | 0 | null | 0 | 0 |
HLT005-ADM-00000042 | HLT005-PAT-0001266 | 27 | Young_Adult | Male | Hispanic_Latino | Medicare | 22 | Suburban | 2 | 2023-04-29 | 14 | Transfer_from_Acute | Urgent | 4 | 43 | 197 | 129 | 70 | 54 | 10 | 98 | 99.1 | 13 | 3 | 1 | 0 | 774 | Vaginal Delivery w/o Complicating Diagnoses | 0.501 | No_CC_MCC | 2 | 1 | 0 | 1 | 0 | 2.1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2023-05-01 | 16 | 3 | 0.0632 | 0.0916 | 0.1138 | Low | 0 | null | 0 | 0 | 0 | 1 | Home_Health_Services | 0 | 3 | 0 | 1 | 1 | 1 | 1 | 1 | OB_GYN | 30 | 7,984 | 1.95 | 0.501 | 7.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000043 | HLT005-PAT-0000133 | 27 | Young_Adult | Male | White_NH | Medicare | 16 | Suburban | 0 | 2023-04-15 | 5 | Emergency_Department | Emergent | 3 | 12 | 34 | 151 | 98 | 45 | 16 | 98 | 99.1 | 13 | 3 | 1 | 0 | 885 | Psychoses | 0.9801 | No_CC_MCC | 1 | 2 | 2 | 6 | 3 | 7.1 | 0 | 0 | 3.1 | 7.8 | 0 | 0 | 1 | 2023-04-22 | 8 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 1 | 0 | 0 | Home | 0 | 2 | 1 | 0 | 1 | 0 | 1 | 0 | Psychiatry | 67 | 17,595 | 4 | 0.9801 | 8.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000044 | HLT005-PAT-0000735 | 92 | Elderly | Male | White_NH | CHIP | 22 | Suburban | 2 | 2023-09-12 | 14 | Emergency_Department | Emergent | 2 | 18 | 146 | 119 | 70 | 118 | 22 | 88 | 99.1 | 11 | 8 | 2 | 0 | 194 | Simple Pneumonia & Pleurisy w MCC | 1.4512 | MCC | 3 | 3 | 4 | 0 | 0 | 9.6 | 1 | 3.8 | 3.2 | 5.1 | 0 | 0 | 1 | 2023-09-22 | 5 | 14 | 0.3448 | 0.5 | 0.6206 | Very_High | 0 | null | 1 | 2 | 1 | 0 | AMA | 0 | 6 | 2 | 1 | 0 | 1 | 1 | 1 | SICU | 121 | 46,932 | 4.19 | 1.4512 | 9 | 0 | null | 0 | 0 |
HLT005-ADM-00000045 | HLT005-PAT-0000099 | 39 | Young_Adult | Female | White_NH | Commercial | 5 | Urban_Core | 2 | 2023-11-25 | 8 | Emergency_Department | Emergent | 3 | 15 | 91 | 99 | 70 | 116 | 18 | 99 | 99.1 | 15 | 2 | 1 | 0 | 774 | Vaginal Delivery w/o Complicating Diagnoses | 0.501 | CC | 3 | 3 | 3 | 3 | 3 | 1.8 | 0 | 0 | 6.2 | 2 | 0 | 0 | 1 | 2023-11-27 | 3 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 1 | Unknown | 0 | 1 | 1 | 1 | Home | 0 | 0 | 2 | 0 | 1 | 0 | 1 | 1 | OB_GYN | 67 | 9,641 | 2.86 | 0.501 | 9.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000046 | HLT005-PAT-0001543 | 27 | Young_Adult | Female | White_NH | Medicare | 17 | Suburban | 0 | 2023-05-16 | 13 | Emergency_Department | Elective | 4 | 29 | 227 | 149 | 89 | 83 | 15 | 99 | 99.1 | 14 | 0 | 1 | 0 | 774 | Vaginal Delivery w/o Complicating Diagnoses | 0.501 | No_CC_MCC | 2 | 1 | 1 | 2 | 3 | 1.3 | 0 | 0 | 7.5 | 2 | 0 | 0 | 1 | 2023-05-17 | 20 | 2 | 0.0472 | 0.0684 | 0.085 | Low | 0 | null | 0 | 0 | 0 | 1 | Transfer_to_Acute | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | OB_GYN | 74 | 8,851 | 3.49 | 0.501 | 7.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000047 | HLT005-PAT-0000360 | 72 | Older_Adult | Female | White_NH | Commercial | 25 | Suburban | 1 | 2023-10-28 | 18 | Direct_Elective | Emergent | 2 | 13 | 233 | 108 | 84 | 132 | 24 | 90 | 99.1 | 12 | 8 | 2 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | No_CC_MCC | 2 | 2 | 3 | 4 | 3 | 2.1 | 0 | 0 | 0 | 2.1 | 0 | 0 | 0 | 2023-10-30 | 20 | 7 | 0.1432 | 0.2076 | 0.2578 | Moderate | 0 | null | 1 | 0 | 1 | 1 | Inpatient_Rehab | 0 | 8 | 0 | 0 | 0 | 1 | 1 | 1 | Orthopedics | 16 | 46,503 | 2.85 | 2.106 | 6.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000048 | HLT005-PAT-0000700 | 33 | Young_Adult | Female | Black_AA | Medicaid | 13 | Urban_Core | 0 | 2023-01-04 | 10 | Emergency_Department | Emergent | 3 | 4 | 210 | 135 | 108 | 72 | 19 | 98 | 99.1 | 14 | 0 | 1 | 0 | 194 | Simple Pneumonia & Pleurisy w MCC | 1.4512 | CC | 2 | 2 | 2 | 1 | 0 | 5.1 | 0 | 0 | 4.8 | 5.1 | 0 | 0 | 1 | 2023-01-09 | 12 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 1 | 1 | 0 | 0 | Transfer_to_Acute | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Pulmonology | 105 | 28,671 | 2.69 | 1.4512 | 4.5 | 0 | null | 0 | 0 |
HLT005-ADM-00000049 | HLT005-PAT-0000565 | 48 | Middle_Adult | Male | White_NH | Self_Pay | 23 | Suburban | 2 | 2023-01-09 | 6 | Physician_Referral | Urgent | 3 | 6 | 165 | 85 | 53 | 57 | 9 | 94 | 99.1 | 15 | 3 | 1 | 0 | 885 | Psychoses | 0.9801 | No_CC_MCC | 2 | 3 | 0 | 6 | 6 | 15.6 | 0 | 0 | 0 | 7.8 | 0 | 0 | 0 | 2023-01-24 | 21 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 0 | 0 | 1 | 0 | Inpatient_Rehab | 0 | 2 | 1 | 0 | 0 | 1 | 0 | 1 | Psychiatry | 88 | 15,856 | 2.58 | 0.9801 | 7.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000050 | HLT005-PAT-0000636 | 62 | Middle_Adult | Female | Black_AA | Medicaid | 28 | Suburban | 1 | 2023-04-08 | 22 | Physician_Referral | Elective | 3 | 29 | 80 | 126 | 72 | 76 | 22 | 99 | 99.1 | 14 | 0 | 2 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | No_CC_MCC | 2 | 3 | 6 | 2 | 2 | 5.6 | 0 | 0 | 0 | 4.1 | 0 | 0 | 0 | 2023-04-14 | 13 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 0 | 0 | 1 | Home | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | Gen_Med_A | 40 | 24,570 | 4.47 | 1.048 | 8.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000051 | HLT005-PAT-0000481 | 51 | Middle_Adult | Female | White_NH | Medicare | 9 | Urban_Core | 1 | 2023-02-07 | 9 | Emergency_Department | Elective | 4 | 9 | 92 | 127 | 75 | 69 | 20 | 93 | 99.1 | 14 | 0 | 1 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | MCC | 4 | 3 | 4 | 1 | 0 | 8.2 | 0 | 0 | 12.1 | 5.4 | 0 | 0 | 1 | 2023-02-15 | 14 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 0 | null | 1 | 3 | 1 | 1 | Home_Health_Services | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | Cardiology | 73 | 41,917 | 1.72 | 1.6124 | 6.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000052 | HLT005-PAT-0000979 | 55 | Middle_Adult | Male | White_NH | Medicare | 39 | Micropolitan | 2 | 2023-02-28 | 2 | Emergency_Department | Elective | 4 | 6 | 90 | 116 | 82 | 91 | 14 | 100 | 99.1 | 15 | 0 | 0 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 4 | 4 | 4 | 2 | 1 | 8.7 | 0 | 0 | 13.7 | 6.8 | 0 | 0 | 1 | 2023-03-08 | 19 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 1 | Unknown | 0 | 0 | 1 | 1 | SNF | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | Gen_Med_B | 171 | 54,585 | 3.84 | 2.152 | 7.5 | 0 | null | 0 | 0 |
HLT005-ADM-00000053 | HLT005-PAT-0001005 | 50 | Middle_Adult | Male | White_NH | CHIP | 15 | Urban_Core | 1 | 2023-12-11 | 3 | Emergency_Department | Emergent | 4 | 14 | 69 | 151 | 101 | 103 | 12 | 100 | 99.1 | 15 | 0 | 0 | 0 | 247 | Perc Cardiovasc Proc w Drug Stent w/o MCC | 2.214 | No_CC_MCC | 2 | 3 | 3 | 3 | 3 | 1.2 | 0 | 0 | 1.9 | 2.1 | 0 | 0 | 0 | 2023-12-12 | 8 | 3 | 0.0632 | 0.0916 | 0.1138 | Low | 0 | null | 1 | 0 | 1 | 1 | Transfer_to_Acute | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | Cardiology | 197 | 35,461 | 5.65 | 2.214 | 7.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000054 | HLT005-PAT-0001065 | 41 | Young_Adult | Male | Black_AA | Self_Pay | 62 | Rural | 2 | 2023-12-09 | 0 | Emergency_Department | Emergent | 3 | 28 | 123 | 93 | 40 | 63 | 19 | 100 | 99.1 | 13 | 3 | 2 | 0 | 313 | Chest Pain | 0.6482 | CC | 2 | 1 | 0 | 2 | 2 | 1.5 | 0 | 0 | 4.7 | 2 | 0 | 0 | 1 | 2023-12-10 | 12 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 1 | 1 | 1 | 1 | Inpatient_Rehab | 0 | 3 | 0 | 1 | 0 | 1 | 0 | 1 | Gen_Med_A | 42 | 15,771 | 3.15 | 0.6482 | 8.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000055 | HLT005-PAT-0001146 | 66 | Older_Adult | Female | White_NH | Medicaid | 41 | Micropolitan | 1 | 2023-06-19 | 3 | Emergency_Department | Elective | 4 | 11 | 129 | 190 | 120 | 59 | 13 | 100 | 99.1 | 14 | 0 | 1 | 0 | 885 | Psychoses | 0.9801 | No_CC_MCC | 1 | 1 | 3 | 3 | 2 | 6.8 | 0 | 0 | 8.3 | 7.8 | 0 | 0 | 1 | 2023-06-25 | 22 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 1 | 1 | 1 | Home | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | Psychiatry | 23 | 16,930 | 3.79 | 0.9801 | 7.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000056 | HLT005-PAT-0000860 | 77 | Older_Adult | Male | Hispanic_Latino | Medicaid | 21 | Suburban | 2 | 2023-11-28 | 7 | Direct_Elective | Elective | 4 | 17 | 400 | 107 | 59 | 99 | 11 | 100 | 99.1 | 14 | 0 | 1 | 0 | 247 | Perc Cardiovasc Proc w Drug Stent w/o MCC | 2.214 | CC | 2 | 3 | 0 | 3 | 3 | 4.1 | 0 | 0 | 0 | 2.1 | 0 | 0 | 0 | 2023-12-02 | 9 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 1 | 0 | 1 | 1 | Transfer_to_Acute | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Cardiology | 17 | 43,745 | 3.14 | 2.214 | 9.4 | 1 | null | 0 | 0 |
HLT005-ADM-00000057 | HLT005-PAT-0001272 | 56 | Middle_Adult | Male | White_NH | Medicaid | 9 | Urban_Core | 1 | 2023-09-18 | 3 | Physician_Referral | Urgent | 5 | 55 | 36 | 139 | 87 | 77 | 14 | 100 | 99.1 | 14 | 0 | 1 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 4 | 4 | 4 | 2 | 2 | 6.3 | 1 | 1.6 | 0 | 6.2 | 0 | 0 | 0 | 2023-09-24 | 10 | 11 | 0.2488 | 0.3608 | 0.4478 | High | 1 | Complication | 0 | 2 | 0 | 1 | Inpatient_Rehab | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 1 | MICU | 38 | 48,447 | 4.41 | 2.6501 | 6.7 | 1 | null | 0 | 0 |
HLT005-ADM-00000058 | HLT005-PAT-0000249 | 68 | Older_Adult | Female | White_NH | Commercial | 15 | Urban_Core | 0 | 2023-11-20 | 7 | Emergency_Department | Urgent | 3 | 30 | 192 | 130 | 78 | 98 | 20 | 100 | 99.1 | 14 | 0 | 1 | 0 | 683 | Renal Failure w CC | 0.942 | CC | 3 | 2 | 3 | 4 | 5 | 3.6 | 0 | 0 | 5.5 | 3.4 | 0 | 0 | 1 | 2023-11-23 | 21 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 0 | 0 | 0 | 1 | SNF | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | Nephrology | 88 | 17,049 | 3.96 | 0.942 | 6.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000059 | HLT005-PAT-0000122 | 69 | Older_Adult | Female | White_NH | Medicare | 33 | Suburban | 1 | 2023-12-20 | 19 | Emergency_Department | Elective | 4 | 17 | 52 | 153 | 87 | 69 | 21 | 96 | 99.1 | 15 | 0 | 0 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | No_CC_MCC | 2 | 2 | 8 | 3 | 3 | 2.6 | 0 | 0 | 8.4 | 4.1 | 0 | 0 | 1 | 2023-12-23 | 9 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 2 | 1 | 1 | Home | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | Gen_Med_D | 49 | 34,509 | 3.2 | 1.048 | 8.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000060 | HLT005-PAT-0000949 | 99 | Elderly | Male | Black_AA | Medicare | 11 | Urban_Core | 1 | 2023-09-05 | 14 | Emergency_Department | Emergent | 2 | 13 | 94 | 137 | 62 | 92 | 29 | 90 | 99.1 | 11 | 9 | 2 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 4 | 3 | 5 | 4 | 4 | 13.8 | 1 | 2.7 | 7.3 | 6.8 | 0 | 0 | 1 | 2023-09-19 | 9 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 1 | Unrelated | 0 | 0 | 1 | 1 | Home_Health_Services | 0 | 6 | 3 | 1 | 0 | 1 | 1 | 1 | SICU | 56 | 58,504 | 3.47 | 2.152 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000061 | HLT005-PAT-0001318 | 77 | Older_Adult | Female | White_NH | Medicare | 22 | Suburban | 2 | 2023-03-23 | 19 | Transfer_from_Acute | Emergent | 4 | 35 | 125 | 121 | 53 | 102 | 14 | 100 | 99.1 | 14 | 0 | 1 | 0 | 313 | Chest Pain | 0.6482 | No_CC_MCC | 1 | 1 | 4 | 3 | 5 | 1.4 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2023-03-25 | 4 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 1 | Same_DRG_Recurrence | 1 | 2 | 0 | 1 | LTAC | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | Gen_Med_D | 44 | 10,613 | 2.99 | 0.6482 | 6.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000062 | HLT005-PAT-0001203 | 77 | Older_Adult | Female | White_NH | Medicaid | 24 | Suburban | 1 | 2023-11-16 | 18 | Direct_Elective | Elective | 5 | 68 | 84 | 133 | 76 | 98 | 15 | 96 | 99.1 | 15 | 0 | 0 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 4 | 4 | 4 | 4 | 3 | 11.1 | 0 | 0 | 0 | 6.2 | 0 | 0 | 0 | 2023-11-27 | 21 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 0 | 0 | 1 | Home_Health_Services | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Neurology | 88 | 52,219 | 4.03 | 2.6501 | 7 | 0 | null | 0 | 0 |
HLT005-ADM-00000063 | HLT005-PAT-0001139 | 62 | Middle_Adult | Male | White_NH | Medicare | 15 | Urban_Core | 2 | 2023-11-21 | 22 | Emergency_Department | Emergent | 4 | 38 | 114 | 121 | 71 | 109 | 15 | 100 | 99.1 | 14 | 0 | 1 | 0 | 683 | Renal Failure w CC | 0.942 | No_CC_MCC | 1 | 2 | 3 | 2 | 1 | 5.2 | 0 | 0 | 5 | 3.4 | 0 | 0 | 1 | 2023-11-27 | 2 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 0 | 1 | 1 | 0 | Home | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | Nephrology | 117 | 11,950 | 2.83 | 0.942 | 7.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000064 | HLT005-PAT-0000640 | 54 | Middle_Adult | Female | White_NH | Commercial | 9 | Urban_Core | 1 | 2023-07-05 | 9 | Physician_Referral | Emergent | 2 | 17 | 37 | 84 | 49 | 100 | 19 | 89 | 99.1 | 12 | 9 | 2 | 0 | 460 | Spinal Fusion Except Cervical w/o MCC | 3.185 | CC | 3 | 4 | 0 | 3 | 3 | 2 | 0 | 0 | 0 | 2.4 | 0 | 0 | 0 | 2023-07-07 | 9 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 0 | 0 | 1 | 0 | Home_Health_Services | 0 | 8 | 1 | 1 | 1 | 0 | 1 | 1 | Gen_Med_B | 255 | 68,712 | 3.78 | 3.185 | 8 | 0 | null | 0 | 1 |
HLT005-ADM-00000065 | HLT005-PAT-0001437 | 86 | Elderly | Female | White_NH | Self_Pay | 50 | Micropolitan | 1 | 2023-03-09 | 2 | Emergency_Department | Emergent | 2 | 7 | 102 | 104 | 65 | 127 | 19 | 90 | 99.1 | 12 | 8 | 1 | 0 | 313 | Chest Pain | 0.6482 | No_CC_MCC | 2 | 2 | 4 | 3 | 0 | 1.8 | 0 | 0 | 6.9 | 2 | 0 | 0 | 1 | 2023-03-10 | 22 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 1 | 1 | 1 | 0 | Home | 0 | 7 | 1 | 0 | 0 | 0 | 1 | 1 | Gen_Med_B | 64 | 10,861 | 4.37 | 0.6482 | 6 | 0 | null | 0 | 0 |
HLT005-ADM-00000066 | HLT005-PAT-0001500 | 73 | Older_Adult | Female | Black_AA | Medicare | 22 | Suburban | 2 | 2023-12-25 | 21 | Transfer_from_Acute | Urgent | 4 | 6 | 210 | 129 | 67 | 92 | 14 | 91 | 99.1 | 13 | 6 | 1 | 0 | 682 | Renal Failure w MCC | 1.5401 | MCC | 4 | 4 | 5 | 2 | 2 | 7.5 | 1 | 1.9 | 0 | 5 | 0 | 0 | 0 | 2024-01-02 | 9 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 1 | Same_DRG_Recurrence | 0 | 0 | 0 | 1 | SNF | 0 | 3 | 3 | 0 | 0 | 1 | 1 | 1 | MICU | 109 | 31,603 | 4.23 | 1.5401 | 5.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000067 | HLT005-PAT-0000822 | 47 | Middle_Adult | Non_binary | Black_AA | Commercial | 13 | Urban_Core | 2 | 2023-02-15 | 9 | Transfer_from_SNF | Urgent | 3 | 27 | 445 | 126 | 59 | 91 | 23 | 92 | 99.1 | 15 | 0 | 1 | 0 | 682 | Renal Failure w MCC | 1.5401 | MCC | 4 | 3 | 3 | 3 | 3 | 5.2 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 2023-02-20 | 13 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 1 | Same_DRG_Recurrence | 0 | 0 | 1 | 1 | AMA | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | Nephrology | 72 | 31,586 | 2.73 | 1.5401 | 6.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000068 | HLT005-PAT-0001287 | 70 | Older_Adult | Female | White_NH | Commercial | 9 | Urban_Core | 1 | 2023-11-09 | 15 | Emergency_Department | Urgent | 3 | 7 | 198 | 118 | 82 | 68 | 12 | 98 | 99.1 | 15 | 0 | 0 | 0 | 194 | Simple Pneumonia & Pleurisy w MCC | 1.4512 | MCC | 3 | 2 | 2 | 2 | 2 | 5.6 | 1 | 2.1 | 10.1 | 5.1 | 0 | 0 | 1 | 2023-11-15 | 5 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 1 | 1 | 1 | 1 | SNF | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | ICU | 69 | 41,033 | 3.65 | 1.4512 | 8.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000069 | HLT005-PAT-0000670 | 77 | Older_Adult | Female | White_NH | Medicaid | 30 | Suburban | 0 | 2023-05-10 | 6 | Direct_Elective | Emergent | 3 | 10 | 99 | 132 | 86 | 95 | 16 | 91 | 99.1 | 13 | 6 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 3 | 2 | 9 | 2 | 3 | 14.2 | 1 | 0.5 | 0 | 6.8 | 0 | 0 | 0 | 2023-05-24 | 11 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 0 | null | 0 | 0 | 1 | 1 | Home_Health_Services | 0 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | ICU | 30 | 56,574 | 3.37 | 2.152 | 6.7 | 1 | null | 0 | 0 |
HLT005-ADM-00000070 | HLT005-PAT-0000486 | 24 | Young_Adult | Female | White_NH | Medicare | 15 | Urban_Core | 0 | 2023-02-08 | 1 | Emergency_Department | Emergent | 2 | 15 | 225 | 119 | 63 | 99 | 24 | 89 | 99.1 | 11 | 6 | 2 | 0 | 469 | Major Joint Replacement w MCC | 3.415 | MCC | 3 | 3 | 2 | 5 | 7 | 10.3 | 0 | 0 | 6.4 | 4.8 | 0 | 0 | 1 | 2023-02-18 | 8 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 0 | null | 1 | 1 | 1 | 0 | Home_Health_Services | 0 | 2 | 4 | 1 | 0 | 1 | 1 | 1 | Orthopedics | 40 | 79,179 | 4.45 | 3.415 | 7.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000071 | HLT005-PAT-0000694 | 45 | Middle_Adult | Male | Two_or_More | Medicare | 32 | Suburban | 3 | 2023-11-24 | 1 | Emergency_Department | Emergent | 3 | 6 | 209 | 101 | 70 | 117 | 24 | 93 | 99.1 | 13 | 5 | 2 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | MCC | 3 | 3 | 3 | 3 | 0 | 8.7 | 0 | 0 | 3.9 | 5.4 | 0 | 0 | 1 | 2023-12-02 | 18 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 1 | 0 | 1 | 0 | Home | 0 | 5 | 0 | 0 | 1 | 0 | 1 | 1 | Cardiology | 139 | 39,358 | 4.6 | 1.6124 | 4.2 | 0 | null | 0 | 0 |
HLT005-ADM-00000072 | HLT005-PAT-0001121 | 68 | Older_Adult | Male | Hispanic_Latino | Other | 8 | Urban_Core | 0 | 2023-12-24 | 7 | Transfer_from_SNF | Elective | 4 | 7 | 126 | 142 | 73 | 83 | 17 | 95 | 99.1 | 14 | 0 | 1 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | No_CC_MCC | 1 | 2 | 1 | 4 | 2 | 2.5 | 0 | 0 | 0 | 2.1 | 0 | 0 | 0 | 2023-12-26 | 19 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 1 | Same_DRG_Recurrence | 1 | 2 | 0 | 1 | Home | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Orthopedics | 100 | 45,031 | 3.19 | 2.106 | 8.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000073 | HLT005-PAT-0001273 | 0 | null | Female | White_NH | Medicaid | 20 | Suburban | 1 | 2023-10-18 | 10 | Emergency_Department | Emergent | 5 | 5 | 67 | 161 | 100 | 80 | 14 | 97 | 99.1 | 13 | 3 | 1 | 1 | 795 | Normal Newborn | 0.162 | CC | 2 | 1 | 3 | 4 | 5 | 2.3 | 0 | 0 | 24.5 | 2.1 | 0 | 0 | 1 | 2023-10-20 | 17 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 0 | 0 | 1 | 1 | Home_Health_Services | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | OB_GYN | 148 | 3,024 | 4.03 | 0.162 | 3.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000074 | HLT005-PAT-0001243 | 27 | Young_Adult | Female | AIAN | Medicaid | 11 | Urban_Core | 1 | 2023-09-03 | 1 | Emergency_Department | Urgent | 4 | 21 | 218 | 104 | 65 | 106 | 12 | 100 | 99.1 | 13 | 3 | 1 | 0 | 293 | Heart Failure & Shock w MCC | 1.6124 | MCC | 4 | 4 | 4 | 4 | 4 | 7.4 | 0 | 0 | 4.3 | 5.4 | 0 | 0 | 1 | 2023-09-10 | 11 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 1 | 0 | 0 | 1 | Home | 0 | 1 | 2 | 0 | 0 | 1 | 1 | 1 | Cardiology | 23 | 41,388 | 2.6 | 1.6124 | 8.9 | 0 | null | 0 | 0 |
HLT005-ADM-00000075 | HLT005-PAT-0001309 | 30 | Young_Adult | Male | White_NH | Medicare | 55 | Micropolitan | 0 | 2023-01-27 | 13 | Emergency_Department | Emergent | 5 | 19 | 101 | 133 | 72 | 85 | 12 | 100 | 99.1 | 14 | 0 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | CC | 3 | 4 | 7 | 3 | 1 | 6 | 0 | 0 | 8.9 | 6.8 | 0 | 0 | 1 | 2023-02-02 | 13 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 1 | 0 | 1 | Transfer_to_Acute | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | Gen_Med_D | 62 | 51,303 | 3.84 | 2.152 | 10 | 0 | null | 0 | 0 |
HLT005-ADM-00000076 | HLT005-PAT-0000190 | 57 | Middle_Adult | Male | White_NH | Medicare | 21 | Suburban | 1 | 2023-05-15 | 20 | Emergency_Department | Urgent | 3 | 24 | 47 | 135 | 87 | 68 | 15 | 94 | 99.1 | 14 | 0 | 1 | 0 | 194 | Simple Pneumonia & Pleurisy w MCC | 1.4512 | MCC | 4 | 3 | 1 | 1 | 3 | 10.6 | 1 | 4 | 5.1 | 5.1 | 0 | 0 | 1 | 2023-05-26 | 11 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 1 | 0 | 0 | 1 | AMA | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | ICU | 261 | 47,600 | 3.69 | 1.4512 | 8.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000077 | HLT005-PAT-0000220 | 70 | Older_Adult | Male | Asian | Medicaid | 8 | Urban_Core | 0 | 2023-02-21 | 14 | Emergency_Department | Emergent | 3 | 37 | 192 | 141 | 69 | 56 | 14 | 97 | 99.1 | 14 | 0 | 1 | 0 | 194 | Simple Pneumonia & Pleurisy w MCC | 1.4512 | MCC | 3 | 3 | 0 | 4 | 3 | 6 | 0 | 0 | 1.6 | 5.1 | 0 | 0 | 0 | 2023-02-27 | 14 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 1 | 3 | 1 | 0 | Inpatient_Rehab | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | Pulmonology | 7 | 43,138 | 4.39 | 1.4512 | 7.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000078 | HLT005-PAT-0000589 | 71 | Older_Adult | Male | Hispanic_Latino | Medicaid | 31 | Suburban | 0 | 2023-07-05 | 14 | Newborn | Urgent | 4 | 7 | 58 | 147 | 88 | 67 | 15 | 94 | 99.1 | 14 | 0 | 1 | 0 | 313 | Chest Pain | 0.6482 | CC | 2 | 1 | 2 | 2 | 1 | 2.5 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2023-07-08 | 2 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 1 | Complication | 1 | 1 | 1 | 1 | Home_Health_Services | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | Gen_Med_A | 66 | 15,040 | 3.65 | 0.6482 | 9.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000079 | HLT005-PAT-0001202 | 90 | Elderly | Male | White_NH | Commercial | 39 | Micropolitan | 0 | 2023-06-12 | 17 | Physician_Referral | Urgent | 3 | 4 | 89 | 150 | 90 | 51 | 18 | 100 | 99.1 | 14 | 0 | 1 | 0 | 682 | Renal Failure w MCC | 1.5401 | MCC | 4 | 4 | 4 | 5 | 5 | 13 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 2023-06-25 | 17 | 10 | 0.22 | 0.319 | 0.396 | High | 1 | Complication | 0 | 0 | 1 | 1 | SNF | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | Nephrology | 45 | 38,247 | 4.41 | 1.5401 | 8.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000080 | HLT005-PAT-0001151 | 63 | Middle_Adult | Female | Black_AA | Medicare | 12 | Urban_Core | 0 | 2023-02-06 | 0 | Emergency_Department | Emergent | 3 | 12 | 310 | 128 | 63 | 82 | 13 | 99 | 99.1 | 13 | 3 | 1 | 0 | 247 | Perc Cardiovasc Proc w Drug Stent w/o MCC | 2.214 | No_CC_MCC | 1 | 1 | 0 | 3 | 3 | 2.2 | 0 | 0 | 3.6 | 2.1 | 0 | 0 | 1 | 2023-02-08 | 5 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 1 | 0 | 1 | 1 | SNF | 0 | 0 | 3 | 0 | 0 | 0 | 1 | 1 | Cardiology | 107 | 40,645 | 4.46 | 2.214 | 6.1 | 0 | null | 0 | 0 |
HLT005-ADM-00000081 | HLT005-PAT-0000907 | 55 | Middle_Adult | Male | AIAN | Medicare | 9 | Urban_Core | 2 | 2023-03-07 | 23 | Transfer_from_Acute | Emergent | 2 | 17 | 92 | 84 | 57 | 119 | 23 | 90 | 99.1 | 11 | 11 | 3 | 0 | 313 | Chest Pain | 0.6482 | No_CC_MCC | 1 | 1 | 0 | 7 | 2 | 2.1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 2023-03-10 | 1 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 1 | 0 | 1 | 0 | Transfer_to_Acute | 0 | 7 | 4 | 0 | 0 | 1 | 1 | 1 | Gen_Med_A | 165 | 10,646 | 5 | 0.6482 | 5.8 | 0 | null | 0 | 0 |
HLT005-ADM-00000082 | HLT005-PAT-0000550 | 38 | Young_Adult | Female | White_NH | Medicare | 5 | Urban_Core | 1 | 2023-12-02 | 20 | Emergency_Department | Emergent | 2 | 1 | 72 | 96 | 70 | 93 | 26 | 94 | 99.1 | 11 | 6 | 3 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | CC | 3 | 4 | 0 | 5 | 5 | 1.5 | 0 | 0 | 2.5 | 2.1 | 0 | 0 | 1 | 2023-12-04 | 8 | 7 | 0.1432 | 0.2076 | 0.2578 | Moderate | 0 | null | 1 | 2 | 1 | 1 | AMA | 0 | 1 | 5 | 0 | 1 | 0 | 1 | 1 | Orthopedics | 120 | 36,266 | 4.05 | 2.106 | 6.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000083 | HLT005-PAT-0000544 | 21 | Young_Adult | Female | White_NH | Medicare | 35 | Suburban | 0 | 2023-07-29 | 16 | Emergency_Department | Emergent | 3 | 32 | 42 | 154 | 92 | 129 | 8 | 98 | 99.1 | 13 | 5 | 1 | 0 | 774 | Vaginal Delivery w/o Complicating Diagnoses | 0.501 | CC | 3 | 3 | 1 | 1 | 1 | 2.4 | 0 | 0 | 5.1 | 2 | 0 | 0 | 1 | 2023-08-01 | 2 | 4 | 0.0808 | 0.1172 | 0.1454 | Low | 0 | null | 0 | 0 | 0 | 1 | Home_Health_Services | 0 | 4 | 1 | 0 | 1 | 1 | 1 | 0 | OB_GYN | 74 | 8,149 | 4.15 | 0.501 | 9.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000084 | HLT005-PAT-0000914 | 74 | Older_Adult | Female | White_NH | Medicare | 5 | Urban_Core | 1 | 2023-07-06 | 18 | Emergency_Department | Urgent | 3 | 13 | 100 | 108 | 65 | 58 | 16 | 97 | 99.1 | 14 | 0 | 1 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | No_CC_MCC | 2 | 2 | 8 | 5 | 8 | 3.1 | 0 | 0 | 2.7 | 4.1 | 0 | 0 | 1 | 2023-07-09 | 21 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 1 | 1 | 1 | SNF | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | Gen_Med_D | 157 | 22,768 | 3.89 | 1.048 | 7.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000085 | HLT005-PAT-0001554 | 75 | Older_Adult | Female | NHOPI | Medicare | 15 | Urban_Core | 3 | 2023-04-23 | 9 | Emergency_Department | Emergent | 4 | 33 | 152 | 140 | 81 | 93 | 21 | 98 | 99.1 | 14 | 0 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | No_CC_MCC | 1 | 1 | 4 | 2 | 2 | 8.7 | 0 | 0 | 3 | 6.8 | 0 | 0 | 1 | 2023-05-02 | 1 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 0 | null | 0 | 3 | 0 | 1 | Home_Health_Services | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | Gen_Med_A | 68 | 36,617 | 3.9 | 2.152 | 7.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000086 | HLT005-PAT-0000998 | 66 | Older_Adult | Male | White_NH | Commercial | 5 | Urban_Core | 0 | 2023-10-10 | 13 | Emergency_Department | Urgent | 4 | 14 | 104 | 146 | 87 | 91 | 17 | 99 | 99.1 | 14 | 0 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 4 | 3 | 7 | 4 | 1 | 15.1 | 1 | 4.1 | 7.1 | 6.8 | 0 | 0 | 1 | 2023-10-25 | 16 | 11 | 0.2488 | 0.3608 | 0.4478 | High | 0 | null | 0 | 1 | 1 | 0 | Transfer_to_Acute | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | MICU | 51 | 74,263 | 4.62 | 2.152 | 8.2 | 0 | null | 0 | 0 |
HLT005-ADM-00000087 | HLT005-PAT-0000089 | 51 | Middle_Adult | Female | White_NH | Medicare | 58 | Micropolitan | 3 | 2023-06-22 | 7 | Physician_Referral | Emergent | 3 | 1 | 204 | 138 | 77 | 76 | 13 | 100 | 99.1 | 14 | 0 | 1 | 0 | 885 | Psychoses | 0.9801 | No_CC_MCC | 2 | 1 | 2 | 3 | 1 | 11.3 | 0 | 0 | 0 | 7.8 | 0 | 0 | 0 | 2023-07-03 | 14 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 1 | 1 | 0 | SNF | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | Psychiatry | 38 | 21,516 | 2.12 | 0.9801 | 7.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000088 | HLT005-PAT-0001347 | 84 | Elderly | Female | White_NH | Commercial | 41 | Micropolitan | 0 | 2023-02-09 | 9 | Emergency_Department | Urgent | 3 | 16 | 53 | 144 | 87 | 81 | 18 | 100 | 99.1 | 13 | 3 | 1 | 0 | 65 | Intracranial Hemorrhage/Stroke w MCC | 2.6501 | MCC | 4 | 4 | 4 | 6 | 1 | 11.3 | 0 | 0 | 4.3 | 6.2 | 0 | 0 | 1 | 2023-02-20 | 16 | 11 | 0.2488 | 0.3608 | 0.4478 | High | 0 | null | 0 | 1 | 1 | 1 | Home_Health_Services | 0 | 3 | 0 | 0 | 1 | 0 | 1 | 1 | Neurology | 151 | 52,781 | 2.37 | 2.6501 | 8.5 | 0 | null | 0 | 0 |
HLT005-ADM-00000089 | HLT005-PAT-0000753 | 63 | Middle_Adult | Male | White_NH | Self_Pay | 20 | Suburban | 0 | 2023-02-01 | 12 | Emergency_Department | Emergent | 3 | 14 | 84 | 125 | 72 | 113 | 13 | 93 | 99.1 | 15 | 2 | 0 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | CC | 2 | 2 | 8 | 3 | 2 | 3.6 | 0 | 0 | 1.2 | 4.1 | 0 | 0 | 0 | 2023-02-05 | 2 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 1 | 1 | 0 | Home | 0 | 0 | 2 | 0 | 0 | 0 | 1 | 1 | Gen_Med_B | 94 | 21,516 | 4.46 | 1.048 | 7.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000090 | HLT005-PAT-0000744 | 86 | Elderly | Female | Black_AA | Medicare | 34 | Suburban | 0 | 2023-01-10 | 15 | Physician_Referral | Emergent | 3 | 2 | 156 | 123 | 93 | 103 | 19 | 98 | 99.1 | 13 | 3 | 1 | 0 | 66 | Intracranial Hemorrhage/Stroke w CC | 1.442 | No_CC_MCC | 1 | 2 | 3 | 5 | 2 | 2.2 | 0 | 0 | 0 | 3.8 | 0 | 0 | 0 | 2023-01-12 | 20 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 0 | 0 | 0 | 1 | SNF | 0 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | Neurology | 47 | 18,013 | 3.55 | 1.442 | 5.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000091 | HLT005-PAT-0001469 | 48 | Middle_Adult | Female | White_NH | Commercial | 14 | Urban_Core | 2 | 2023-07-24 | 9 | Physician_Referral | Emergent | 3 | 58 | 148 | 162 | 95 | 100 | 17 | 100 | 99.1 | 14 | 0 | 1 | 0 | 872 | Septicemia/Severe Sepsis w/o MCC | 1.048 | No_CC_MCC | 1 | 1 | 8 | 2 | 2 | 7.2 | 0 | 0 | 0 | 4.1 | 0 | 0 | 0 | 2023-07-31 | 14 | 13 | 0.3112 | 0.4512 | 0.5602 | High | 0 | null | 0 | 1 | 0 | 0 | Home_Health_Services | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | Gen_Med_A | 139 | 22,674 | 5.57 | 1.048 | 8.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000092 | HLT005-PAT-0001390 | 33 | Young_Adult | Female | Hispanic_Latino | Medicare | 9 | Urban_Core | 2 | 2023-06-29 | 11 | Newborn | Urgent | 3 | 36 | 86 | 165 | 88 | 67 | 23 | 98 | 99.1 | 15 | 0 | 1 | 0 | 885 | Psychoses | 0.9801 | CC | 3 | 4 | 0 | 1 | 2 | 9.7 | 0 | 0 | 0 | 7.8 | 0 | 0 | 0 | 2023-07-09 | 4 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 0 | 0 | 1 | 1 | Home | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | Psychiatry | 61 | 16,326 | 5.04 | 0.9801 | 7.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000093 | HLT005-PAT-0001206 | 76 | Older_Adult | Male | Hispanic_Latino | Medicare | 5 | Urban_Core | 2 | 2023-04-09 | 1 | Direct_Elective | Emergent | 2 | 29 | 52 | 132 | 58 | 112 | 21 | 100 | 99.1 | 11 | 5 | 1 | 0 | 469 | Major Joint Replacement w MCC | 3.415 | MCC | 3 | 4 | 2 | 4 | 3 | 5.1 | 1 | 0.5 | 0 | 4.8 | 0 | 0 | 0 | 2023-04-14 | 4 | 11 | 0.2488 | 0.3608 | 0.4478 | High | 0 | null | 1 | 1 | 0 | 0 | Home | 0 | 2 | 3 | 1 | 0 | 0 | 1 | 0 | SICU | 73 | 127,198 | 4.95 | 3.415 | 5.7 | 0 | null | 0 | 0 |
HLT005-ADM-00000094 | HLT005-PAT-0000933 | 43 | Young_Adult | Male | White_NH | Medicare | 28 | Suburban | 1 | 2023-01-08 | 17 | Emergency_Department | Urgent | 5 | 54 | 204 | 140 | 96 | 98 | 17 | 100 | 99.1 | 15 | 0 | 0 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | No_CC_MCC | 2 | 1 | 0 | 2 | 2 | 3.9 | 0 | 0 | 2.4 | 2.1 | 0 | 0 | 1 | 2023-01-12 | 15 | 5 | 0.1 | 0.145 | 0.18 | Moderate | 0 | null | 1 | 1 | 1 | 0 | LTAC | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | Orthopedics | 34 | 35,089 | 3.93 | 2.106 | 9.6 | 0 | null | 0 | 0 |
HLT005-ADM-00000095 | HLT005-PAT-0000634 | 56 | Middle_Adult | Female | Hispanic_Latino | Medicare | 8 | Urban_Core | 2 | 2023-08-22 | 14 | Emergency_Department | Emergent | 1 | 6 | 69 | 76 | 62 | 133 | 26 | 84 | 99.1 | 9 | 14 | 3 | 0 | 194 | Simple Pneumonia & Pleurisy w MCC | 1.4512 | No_CC_MCC | 2 | 1 | 2 | 3 | 3 | 7.6 | 1 | 2.1 | 11.8 | 5.1 | 0 | 0 | 1 | 2023-08-30 | 5 | 12 | 0.2792 | 0.4048 | 0.5026 | High | 0 | null | 1 | 1 | 1 | 1 | Home | 0 | 14 | 0 | 1 | 0 | 1 | 1 | 0 | MICU | 10 | 27,708 | 6.79 | 1.4512 | 7.2 | 0 | null | 0 | 0 |
HLT005-ADM-00000096 | HLT005-PAT-0001154 | 28 | Young_Adult | Male | White_NH | Medicaid | 96 | Rural | 1 | 2023-06-29 | 6 | Emergency_Department | Elective | 2 | 18 | 88 | 106 | 49 | 78 | 22 | 92 | 99.1 | 11 | 3 | 2 | 0 | 392 | Esophagitis/Misc GI Disorders w/o MCC | 0.8501 | No_CC_MCC | 1 | 1 | 3 | 3 | 2 | 3.8 | 0 | 0 | 4 | 3.2 | 0 | 0 | 1 | 2023-07-03 | 1 | 8 | 0.1672 | 0.2424 | 0.301 | Moderate | 0 | null | 0 | 0 | 0 | 0 | LTAC | 0 | 3 | 0 | 1 | 0 | 0 | 1 | 1 | Gen_Med_C | 33 | 10,742 | 4.16 | 0.8501 | 8.4 | 0 | null | 0 | 0 |
HLT005-ADM-00000097 | HLT005-PAT-0001599 | 72 | Older_Adult | Male | Black_AA | Commercial | 7 | Urban_Core | 1 | 2023-06-02 | 11 | Emergency_Department | Urgent | 4 | 20 | 172 | 127 | 83 | 90 | 12 | 97 | 99.1 | 15 | 0 | 0 | 0 | 470 | Major Joint Replacement w/o MCC | 2.106 | CC | 2 | 1 | 4 | 1 | 1 | 1.3 | 0 | 0 | 15.9 | 2.1 | 0 | 0 | 1 | 2023-06-03 | 18 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 0 | null | 1 | 2 | 1 | 1 | LTAC | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | Orthopedics | 78 | 41,461 | 3.27 | 2.106 | 5.5 | 0 | null | 0 | 0 |
HLT005-ADM-00000098 | HLT005-PAT-0001205 | 84 | Elderly | Female | Black_AA | Medicaid | 33 | Suburban | 2 | 2023-11-14 | 16 | Transfer_from_SNF | Emergent | 3 | 38 | 66 | 148 | 95 | 89 | 21 | 91 | 99.1 | 14 | 3 | 1 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | MCC | 4 | 3 | 6 | 3 | 8 | 5.5 | 0 | 0 | 0 | 6.8 | 0 | 0 | 0 | 2023-11-20 | 4 | 10 | 0.22 | 0.319 | 0.396 | High | 0 | null | 0 | 0 | 0 | 1 | SNF | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 1 | Gen_Med_B | 153 | 73,686 | 3.87 | 2.152 | 9 | 0 | null | 0 | 0 |
HLT005-ADM-00000099 | HLT005-PAT-0000411 | 78 | Older_Adult | Female | White_NH | Medicaid | 40 | Micropolitan | 1 | 2023-10-04 | 12 | Transfer_from_Acute | Urgent | 4 | 5 | 158 | 137 | 82 | 104 | 16 | 100 | 99.1 | 15 | 0 | 0 | 0 | 871 | Septicemia/Severe Sepsis w MCC | 2.152 | CC | 3 | 4 | 5 | 3 | 2 | 11.7 | 0 | 0 | 0 | 6.8 | 0 | 0 | 0 | 2023-10-16 | 5 | 9 | 0.1928 | 0.2796 | 0.347 | Moderate | 0 | null | 0 | 0 | 1 | 0 | Home | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | Gen_Med_D | 59 | 41,132 | 3.06 | 2.152 | 9.3 | 0 | null | 0 | 0 |
HLT005-ADM-00000100 | HLT005-PAT-0000470 | 76 | Older_Adult | Male | White_NH | Commercial | 6 | Urban_Core | 0 | 2023-10-10 | 7 | Emergency_Department | Emergent | 3 | 14 | 316 | 137 | 69 | 79 | 16 | 98 | 99.1 | 15 | 0 | 0 | 0 | 563 | FX/Dislo/Deran/Strain w/o CC/MCC | 0.682 | CC | 3 | 3 | 2 | 3 | 3 | 3.1 | 0 | 0 | 3.3 | 2.6 | 0 | 0 | 1 | 2023-10-13 | 9 | 6 | 0.1208 | 0.1752 | 0.2174 | Moderate | 1 | Same_DRG_Recurrence | 0 | 0 | 1 | 0 | LTAC | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | Gen_Med_C | 176 | 10,942 | 3.99 | 0.682 | 8.1 | 0 | null | 0 | 0 |
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