When accurate prediction models yield harmful self-fulfilling prophecies

no code implementations • 2 Dec 2023 • Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Ciná

These models are harmful self-fulfilling prophecies: their deployment harms a group of patients but the worse outcome of these patients does not invalidate the predictive power of the model.

Decision Making