Creates a clinical crisis taxonomy and 2,252-example dataset then audits five LLMs, finding variable safety with notable failures on indirect signals and in self-harm categories.
Competency of large language models in evaluating appropriate responses to suicidal ideation: Comparative study.Journal of Medical Internet Research, 27:e67891, 2025
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Between Help and Harm: An Evaluation of Mental Health Crisis Handling by LLMs
Creates a clinical crisis taxonomy and 2,252-example dataset then audits five LLMs, finding variable safety with notable failures on indirect signals and in self-harm categories.