Equally valid models gave divergent predictions for mortality in acute myocardial infarction patients in a comparison of logical regression models

Models with different predictors may have a similar validity while the agreement between predictions for individual patients is poor. The main concerns in the applicability of predictive models for AMI should relate to the selected predictors and average calibration.