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Beyond Benchmarks: Evaluating Generalist Medical Artificial Intelligence With Psychometrics
Martínez-Plumed et al [26] have already shown that item response theory can be adapted to the analysis of AI experiments, offering insights at the instance level. To mitigate the issue of data contamination, new benchmark items with predictable item parameters could easily be developed based on automatic item generation [27]. In short, we expect more instrumental roles to be played by psychometric techniques in the evaluation of GMAI.
J Med Internet Res 2025;27:e70901
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