Outcomes
- Filenames:
- Train:
train_outcome_timeseries_8hrs.csv - Valid:
valid_outcome_timeseries_8hr.csv - Test:
test_outcome_timeseries_8hr.csv
- Train:
-
Table Purpose: : Contains the outcome variables. OUTCOME_ALL is a binary variable indicating whether the outcome occurs or not for the encounter. OUTCOME_TYPE describes the type of outcome. The remaining outcome variables describe whether the outcome occurs within a given time frame. For example, outcome_all_24 will be a 1 if the encounter experiences the outcome within 24 hours and 0 otherwise.
- Number of rows:
- Train: 362,179
- Valid: 52,181
- Test: 20,538
- Links to:
ENCOUNTER_NUM,time_window
Table columns
| Column name | Description |
|---|---|
ENCOUNTER_NUM | Identifier used for each encounter. |
time_window | 8-hour window since time of admission. |
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 |
outcome_type_24 | if outcome happens in the next 24 hours, value of outcome_no_ccc from the encounters table; otherwise 0 |
outcome_type_48 | if outcome happens in the next 48 hours, value of outcome_no_ccc from the encounters table; otherwise 0 |
outcome_type_72 | if outcome happens in the next 72 hours, value of outcome_no_ccc from the encounters table; otherwise 0 |
outcome_all_24 | 1 if patient experiences any outcome (i.e., OUTCOME_ANY == 1) in the next 24 hours; 0 otherwise |
outcome_all_48 | 1 if patient experiences any outcome (i.e., OUTCOME_ANY == 1) in the next 48 hours; 0 otherwise |
outcome_all_72 | 1 if patient experiences any outcome (i.e., OUTCOME_ANY == 1) in the next 72 hours; 0 otherwise |
outcome_icu_24 | 1 if patient transfers to the ICU in the next 24 hours; 0 otherwise |
outcome_icu_48 | 1 if patient transfers to the ICU in the next 48 hours; 0 otherwise |
outcome_icu_72 | 1 if patient transfers to the ICU in the next 72 hours; 0 otherwise |
outcome_udeath_24 | 1 if patient has an unexpected death (i.e., outcome_no_ccc == 2) in the next 24 hours; 0 otherwise |
outcome_udeath_48 | 1 if patient has an unexpected death (i.e., outcome_no_ccc == 2) in the next 48 hours; 0 otherwise |
outcome_udeath_72 | 1 if patient has an unexpected death (i.e., outcome_no_ccc == 2) in the next 72 hours; 0 otherwise |
outcome_pal_24 | 1 if patient transfers to palliative care or has an expected death (i.e., outcome_no_ccc %in% 3:4) in the next 24 hours; 0 otherwise |
outcome_pal_48 | 1 if patient transfers to palliative care or has an expected death (i.e., outcome_no_ccc %in% 3:4) in the next 48 hours; 0 otherwise |
outcome_pal_72 | 1 if patient transfers to palliative care or has an expected death (i.e., outcome_no_ccc %in% 3:4) in the next 72 hours; 0 otherwise |