Ben Van Calster

Communicating the uncertainty of individual risk from clinical prediction tools with the PGower similarity measure

Clinical prediction models offer risk estimates for individual patients that are uncertain, even when calibration and performance at the population level are good. We compute Gower’s distance between patients in the training dataset to construct a metric against which new patient...