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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

A Web-Based COVID-19 Tool for Testing Residents in Retirement Homes: Development Study

A Web-Based COVID-19 Tool for Testing Residents in Retirement Homes: Development Study

The mathematical model and a local search algorithm find optimal testing policy given user input (details about the underlying model used in the application are available in Davoodi et al [23]). The primary goal of the mathematical model is to mimic the disease transmission mechanism inside the RHs when control strategies such as testing are incorporated.

Mansoor Davoodi, Ana Batista, Adam Mertel, Abhishek Senapati, Wildan Abdussalam, Jiri Vyskocil, Giuseppe Barbieri, Kai Fan, Weronika Schlechte-Welnicz, Justin M Calabrese

JMIR Form Res 2023;7:e45875