Currently Available Large Language Models Are Moderately Effective in Improving Readability of English and Spanish Patient Education Materials in Pediatric Orthopaedics

Pediatric orthopaedic PEMs are limited by complex readability and low availability of Spanish PEMs. Medical societies/hospitals may use AI models, particularly Google Gemini, to improve readability and patient comprehension, but increasing accessibility to Spanish PEMs is also necessary.

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Publication Details

Journal
Journal of the American Academy of Orthopaedic Surgeons
Published
2025-06-24
DOI
https://doi.org/10.5435/jaaos-d-25-00267
Citations
2
Primary Topic
Interpreting and Communication in Healthcare
Type
article
Field-Weighted Citation Impact
5.63
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article

Currently Available Large Language Models Are Moderately Effective in Improving Readability of English and Spanish Patient Education Materials in Pediatric Orthopaedics

Jessica H. Heyer, Shevaun M. Doyle, Patrick P. Nian, Christopher J. Williams et al.
2 citations
Journal of the American Academy of Orthopaedic Surgeons
Interpreting and Communication in Healthcare
5.63
article

Currently Available Large Language Models Are Moderately Effective in Improving Readability of English and Spanish Patient Education Materials in Pediatric Orthopaedics

Jessica H. Heyer, Shevaun M. Doyle, Patrick P. Nian, Christopher J. Williams, Ruth H. Jones, Ian Marsh, Ithika Senthilnathan, Pari L Palandjian
article en
2 citations

Abstract

Pediatric orthopaedic PEMs are limited by complex readability and low availability of Spanish PEMs. Medical societies/hospitals may use AI models, particularly Google Gemini, to improve readability and patient comprehension, but increasing accessibility to Spanish PEMs is also necessary.

Journal of the American Academy of Orthopaedic SurgeonsVol. 33(15)
Lower Manhattan Hospital (US), Medical Protective (US), Centre Alpien de Phytogéographie (CH)
Quality Education
Openalex Percentile: Top 5%
Interpreting and Communication in Healthcare
5.63
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