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    "headline": "Trauma Triage Improves When the Model Advises, Not Decides",
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    "dek": "A University at Buffalo study found clinicians made more accurate calls when an LLM recommendation accompanied noisy emergency communications.",
    "summary": "A University at Buffalo study found clinicians made more accurate calls when an LLM recommendation accompanied noisy emergency communications.",
    "body_text": "Language models could match or slightly exceed human interpretation of prehospital trauma calls, while clinicians performed best when they saw a model recommendation alongside their own judgment. The result supports decision support, not autonomous triage, and needs prospective clinical validation.",
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      "title": "University at Buffalo: Trauma triage and LLM assistance",
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      "url": "https://www.buffalo.edu/news/releases/2026/07/Trauma-triage-can-LLM-help-UB-Surgery.html",
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      "published_at": "2026-07-09T20:00:00.000-04:00",
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    "name": "The Machine Press",
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    "title": "Trauma Triage Improves When the Model Advises, Not Decides",
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