AIMC Topic: Gun Violence

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Identifying Firearm Violence Exposure in Primary Care Clinical Notes: Protocol for Developing a National Language Processing Text Classifier.

JMIR research protocols Sep 5, 2025
BACKGROUND: Structured data codes capture acute bodily injury from firearm violence but do not necessarily describe follow-up care from bodily injury and secondary exposure to firearm violence (eg, witnessing a shooting, being threatened by a firearm...
Humans Electronic Health Records Primary Health Care Natural Language Processing Firearms Violence Wounds, Gunshot Gun Violence Exposure to Violence
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Engaging Stakeholders With Professional or Lived Experience to Improve Firearm Violence Lexicon Development.

JMIR formative research Apr 21, 2025
Framing the public health burden of firearm violence should include people with secondary exposure to firearm violence beyond acute bodily injury, yet such data are limited. Electronic health record clinical notes, when leveraged through natural lang...
Humans Electronic Health Records Natural Language Processing Firearms Violence Stakeholder Participation Wounds, Gunshot Gun Violence
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