Biomarker evaluation - c-statistic (AUC) and alternatives
Datamethods Discussion Forum [Unofficial]
March 24, 2026
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