Calibration Is Not Accuracy: Building a Reproducible Decision-Policy Study for Chest X-Rays

A chest X-ray classifier can be excellent at ranking images and still be a poor decision tool. An AUROC of 0.89 says the model usually assigns higher scores to positive cases than to negative ones. It