ROC curves comparing our newly developed method in its standard configuration against a scenario where the uncertainty estimates were randomly shuffled. The dashed red line represents the regular PDC, and the solid blue line represents the new version. The green dotted line represents the performance with the randomly shuffled uncertainty estimates. The thin black line represents a random guess.