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This paper is in the following e-collection/theme issue:

Generative Language Models Including ChatGPT (1599) ePrescribing and Innovations in Pharmacies (109) Registered Report (1568) Language Accessibility, Equity, and Translation Technologies for Medicine and Public Health (58) Design and Evaluation of Patient Education Materials (176) AI Language Models in Health Care (801)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/84444, first published .
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Large Language Model–Generated Patient Instructions for Prescriptions in Primary Health Care: Preclinical Algorithm Validation

Large Language Model–Generated Patient Instructions for Prescriptions in Primary Health Care: Preclinical Algorithm Validation

Authors of this article:

Zilma Silveira Nogueira Reis1 Author Orcid Image ;   Elisa Tuler Albergaria2 Author Orcid Image ;   Adriana Silvina Pagano3 Author Orcid Image ;   Eura Martins Lage4 Author Orcid Image ;   Flávia Ribeiro de Oliveira4 Author Orcid Image ;   Cristiane dos Santos Dias4 Author Orcid Image ;   Juliana Almeida Oliveira4 Author Orcid Image ;   Gláucia Miranda Varella Pereira4 Author Orcid Image ;   Isaias Jose Ramos de Oliveira4 Author Orcid Image ;   Érico Franco Mineiro5 Author Orcid Image ;   Igor Carvalho Lima Oliveira5 Author Orcid Image ;   Davi dos Reis de Jesus2 Author Orcid Image ;   Antônio Pereira de Souza Júnior2 Author Orcid Image ;   Igor de Carvalho Gomes6 Author Orcid Image ;   Rodrigo André Cuevas Gaete6 Author Orcid Image ;   Ricardo Cruz-Correia7 Author Orcid Image ;   Leonardo Rocha2 Author Orcid Image
Article Authors Cited by (2) Tweetations Metrics

Journals

  1. Gwóźdź-Broczkowska A. AI-generated patient instructions as safety-critical communication: a provisional evidence-informed framework for clinical deployment. International Journal of Medical Informatics 2026;221:106645 View
  2. Syed M, Alnuaimi A, El Kaissi D, Syed M, Al-Nawafleh A. Preparing for the future: A mixed methods study protocol on AI awareness and educational integration in Qatar’s Primary Health Care Workforce. PLOS One 2026;21(9):e0345347 View