Open-source LLMs demonstrate limited effectiveness at coding trauma narratives from firearm violence survivors, with low relevance scores and notable narrative erasure caused by model guardrails.
user”: “What themes are ob- served in the following interview excerpt? Your response should be a numbered list with each item on a new line. {INTERVIEW}
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Can LLMs Understand the Impact of Trauma? Costs and Benefits of LLMs Coding the Interviews of Firearm Violence Survivors
Open-source LLMs demonstrate limited effectiveness at coding trauma narratives from firearm violence survivors, with low relevance scores and notable narrative erasure caused by model guardrails.