SGEM#466: I Love ROC-n-Roll…But Not When It’s Hacked
The Skeptics' Guide to EM
JANUARY 25, 2025
Evidence of questionable research practices in clinical prediction models. ROC curves help clinicians determine how well a test or model can differentiate between patients with and without a condition. Their widespread use introduces a strong temptation for researchers to achieve better AUC values.
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