Psychiatrists show low inter-rater reliability when evaluating LLM mental health responses, with systematic disagreement reflecting distinct clinical frameworks rather than random error.
A diagnostic meta-analysis of the patient health questionnaire-9 (phq-9) algorithm scoring method as a screen for depression.General hospital psychiatry, 37(1):67–75
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Expert Evaluation and the Limits of Human Feedback in Mental Health AI Safety Testing
Psychiatrists show low inter-rater reliability when evaluating LLM mental health responses, with systematic disagreement reflecting distinct clinical frameworks rather than random error.