Table 1.

Prediction models evaluated for temporal validation of real-time scores generated within a production electronic medical record system.

Details	LACE+	VSAIL
Outcome	30-day readmission	30-day suicidal ideation or attempt
Intended use	Quality benchmarking using predicted risk of readmission calculated at discharge	Clinical decision support delivered at arrival for inpatient and outpatient encounters
Development setting	Patients from multiple hospitals in Ontario, Canada	VUMC patient population
Modeling approach	Logistic regression	Random forest
Evaluation period	January 2018 through March 2022	December 2019 through January 2022

VUMC, Vanderbilt University Medical Center.