Psychiatrists show low inter-rater reliability when evaluating LLM mental health responses, with systematic disagreement reflecting distinct clinical frameworks rather than random error.
Reliability in Content Analysis: Some Common Misconceptions and Recommendations.Human Communication Research, 30(3):411–433, 2004
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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.