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Large language models for psychosocial risk assessment: A multi-method evaluation across suicide, intimate partner violence, and substance misuse

A peer-reviewed, three-study evaluation of GPT-4 and Claude on detecting suicidality, intimate partner violence, and substance misuse from lived-experience vignettes, including a supervised multi-agent risk-assessment chatbot. Reports accuracy and severity alignment across the three risk domains.