Psychiatrists show low inter-rater reliability when evaluating LLM mental health responses, with systematic disagreement reflecting distinct clinical frameworks rather than random error.
Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study.Journal of Medical Internet Research AI, 3:e52095
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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.