LLMs outperformed human experts overall on personality disorder diagnosis from narratives but severely underdiagnosed narcissistic personality disorder.
For human participants, since there was no categorical-dimensional grouping separation, a single summary embedding was derived by averaging the embeddings of all individuals
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Patterns vs. Patients: Evaluating LLMs against Mental Health Professionals on Personality Disorder Diagnosis through First-Person Narratives
LLMs outperformed human experts overall on personality disorder diagnosis from narratives but severely underdiagnosed narcissistic personality disorder.