Psychiatrists show low inter-rater reliability when evaluating LLM mental health responses, with systematic disagreement reflecting distinct clinical frameworks rather than random error.
Blind spots and biases: Exploring the role of annotator cognitive biases in NLP
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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.