From: CDSS-RM: a clinical decision support system reference model
Day of Hospital Stay and Data availability | Use of models built in vitro with “Day 2” variables | Dynamic training & testing |
---|---|---|
Day 0: Demographics, admission diagnosis | High reported precision & recall is not realistic: Risky decisions, potential negative impact on patient safety | Precision and recall ~ 70% are realistic: Use predictions with a lot of caution |
Day 1: Demographics, admission diagnosis, medications, lab results | High in vitro reported precision & recall is not realistic: Risky clinical decisions, negative impact on patient safety | Precision and recall ~ 80% are realistic: Use predictions with some caution |
Day 2: Demographics, admission diagnosis, medications, more lab results, primary diagnosis | High in vitro reported precision & recall is realistic | Precision & recall ~ 85% are realistic |