"Mirror"Large Language Model Evaluations of Depression are Criterion Contaminated
Large Language Model studies that use language responses elicited from depression assessments to predict scores on those same assessments often report near-perfect prediction of depression, but Mirror evaluations are better considered as reliability evaluations than as validity evaluations.
Tong Li, Rasiq Hussain, Mehak Gupta et al.
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