Background: Advancements in large language models (LLMs) have opened new
possibilities in psychiatric interviews, an underexplored area where LLMs could
be valuable. This study focuses on enhancing psychiatric interviews by
analyzing counseling data from North Korean defectors who have experienced
trauma and mental health issues.
Objective: The study investigates whether LLMs can (1) identify pa
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