Performance metrics for intervention-triggering prediction models do not reflect an expected reduction in outcomes from using the model

Alejandro Schuler, Aashish Bhardwaj, Vincent Liu

Clinical researchers often select among and evaluate risk prediction models using standard machine learning metrics based on confusion matrices. However, if these models are used t…