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Large Language Models for Pediatric Differential Diagnoses in Rural Health Care: Multicenter Retrospective Cohort Study Comparing GPT-3 With Pediatrician Performance

Large Language Models for Pediatric Differential Diagnoses in Rural Health Care: Multicenter Retrospective Cohort Study Comparing GPT-3 With Pediatrician Performance

Ethics approval was obtained from the Mansoor Pediatrics Ethics Committee (approval MP-2023‐017), and the study adhered to the principles of the Declaration of Helsinki. The study used retrospective, deidentified patient data and was exempt from informed consent requirements. Data were anonymized to ensure compliance with Health Insurance Portability and Accountability Act (HIPAA) regulations. No identifying information was accessible to researchers.

Masab Mansoor, Andrew F Ibrahim, David Grindem, Asad Baig

JMIRx Med 2025;6:e65263