Clinical registries | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Traditional features (6) | Non-traditional features (1053) | Civil reg. system | |||||||||
Residents | Age 1-numeric | Gender 1-binary | Disease risk scores 2-numeric | Costs 2-numeric | Costs 1-numeric | Clinical code sets 894-binary | Visits/Tx counts and LOS 71-numeric | Recency 12-numeric | Social relationship status 71-binary | District 4-binary | |
ID1 | 45 | F | CCS disease score and CCI chronic condition score | Inpatient and outpatient specialist (IOS) | Drug (Rx) | Primary care (PC) | CCS (247), CCI (44), ICD10 (211), NOMESCO (171), ATC (221) based categories | Counts by year and quarter: IOS, Rx, PC and surgeries; total inpatient length of stay (LOS) | Moving averages by quarter: diagnoses, costs, visits, Rx, inpatient LOS | Married-Widowed | 1 |
ID2 | 34 | F | Single-Married | 4 | |||||||
ID3 | 22 | M | Single | 2 | |||||||
ID4 | 32 | M | Married | 2 | |||||||
– | – | – | – | – | |||||||
IDN | 71 | F | Widowed | 1 |
Each row represents a unique resident and example values for a feature category. The number of features and the data type appear below each feature category; for example, Traditional features, ‘Costs 2-numerical’ indicates that there are two traditional cost features in the feature category and each feature represents a numerical value.