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Biomarker evaluation - c-statistic (AUC) and alternatives

Datamethods Discussion Forum [Unofficial] March 24, 2026
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This is a complaint. I used decision curve analysis in my paper and wrote the following expression. A collaborator told me that I was treating clinicians like idiots. I might lack sufficient knowledge, but I don’t understand why saying this is considered treating clinicians like idiots. Is this sentence offensive? > However, the C statistics are challenging for clinicians to interpret. The incremental predictive value of triglyceride levels requires interpretable metrics for quantification.

Discussion in the ATmosphere

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