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Currently submitted to: JMIR Formative Research

Date Submitted: Oct 29, 2024
Open Peer Review Period: Oct 29, 2024 - Dec 24, 2024
(currently open for review)
Peer-Review Me

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Engaging stakeholders with professional or lived experience to improve firearm violence NLP lexicon

  • Nicole Cook; 
  • Frances M. Biel; 
  • Kerry Ann Bet; 
  • Marion R. Sills; 
  • Ali Al Bataineh; 
  • Pedro Rivera; 
  • Anna Rose Templeton; 
  • Natalie Cartwright

ABSTRACT

Framing the public health burden of firearm violence should include people with secondary exposure to firearm violence beyond acute bodily injury, yet such data is limited. Electronic Health Record (EHR) clinical notes leveraged through National Language Processing (NLP) is a potential data source on firearm exposure. As part of NLP lexicon development, diverse stakeholders were engaged to identify keywords. Findings demonstrated that engaging diverse stakeholders adds valuable input that will support NLP development and model performance.


 Citation

Please cite as:

Cook N, Biel FM, Bet KA, Sills MR, Al Bataineh A, Rivera P, Templeton AR, Cartwright N

Engaging stakeholders with professional or lived experience to improve firearm violence NLP lexicon

JMIR Preprints. 29/10/2024:68105

DOI: 10.2196/preprints.68105

URL: https://preprints.jmir.org/preprint/68105

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