Encounters (Static)

Overview

• Training set: train_encounters.csv
  • 16 976 rows
• Validation set: valid_encounters.csv
  • 2 405 rows
• Testing set: test_encounters.csv
  • 985 rows

Links on: ENCOUNTER_NUM

Schema

Column Name	Description
ENCOUNTER_NUM	Identifier used for each encounter
SERVICE_FROM_DK	Indentifier used for the service before transfer to GIM
FROM_SERVICE	The service before transfer to GIM
FROM_SERVICE_CD	The FROM_SERVICE code
FROM_UNIT	The unit where the patient was transferred from
FROM_LOCATION_SERVICE	The service associated with FROM_UNIT
PATIENT_DK	Unique patient identifier
ADT_DISCHARGE	The discharge disposition in the EHR
ICD_10	ICD code of the Most Responsible Diagnosis
MRP_DIAGNOSIS	Most responsible diagnosis
age	Patient age at time of admission
gender	Gender of patient. 1 for Female, 0 for Male. (Note: Data may instead refer to sex, and does not contain any additional categories.)
pre_gim_icu	Flag for patient having been in the ICU prior to GIM entry
post_gim_icu	Flag for patient entering ICU after GIM
death	Flag for mortality
palliative_transfer	Flag for palliative transfer
OUTCOME_TYPE	1 if ICU Transfer, 2 if Death, 3 if Palliative entry, 4 if Palliative discharge, 5 if Discharged
OUTCOME_ALL	1 if OUTCOME_TYPE is 1, 2, 3, or 4; 0 if OUTCOME_TYPE is 5
gim_to_outcome	Time from GIM entry to outcome in days.
ccc	Flag indicating if comfort care order was placed
outcome_no_ccc	OUTCOME_TYPE except where (death == 1 and ccc == 1 and OUTCOME_TYPE == 2), then outcome_no_ccc = 3. Deaths that are “expected” (based on comfort care order) are grouped with palliative entry.
time_to_event	Time from GIM entry to outcome in hours.