Can LLMs Understand the Impact of Trauma? Costs and Benefits of LLMs Coding the Interviews of Firearm Violence Survivors explores Leveraging open-source LLMs to code qualitative interviews with firearm violence survivors, highlighting potential and ethical challenges.. Commercial viability score: 5/10 in AI for Social Science Research.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/can-llms-understand-the-impact-of-trauma-costs-and-benefits-of-llms-coding-the-interviews-of-firearm-violence-survivors
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID can-llms-understand-the-impact-of-trauma-costs-and-benefits-of-llms-coding-the-interviews-of-firearm-violence-survivors | Route /paper/can-llms-understand-the-impact-of-trauma-costs-and-benefits-of-llms-coding-the-interviews-of-firearm-violence-survivors
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/can-llms-understand-the-impact-of-trauma-costs-and-benefits-of-llms-coding-the-interviews-of-firearm-violence-survivorsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.16132"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Can LLMs Understand the Impact of Trauma? Costs and Benefits of LLMs Coding the Interviews of Firearm Violence Survivors",
"normalized_query": "2604.16132",
"route": "/paper/can-llms-understand-the-impact-of-trauma-costs-and-benefits-of-llms-coding-the-interviews-of-firearm-violence-survivors",
"paper_ref": "can-llms-understand-the-impact-of-trauma-costs-and-benefits-of-llms-coding-the-interviews-of-firearm-violence-survivors",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
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Dimensions overall score 5.0
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