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

Zilma Silveira Nogueira Reis, Elisa Tuler Albergaria, Adriana Silvina Pagano, Eura Martins Lage, Flávia Ribeiro de Oliveira, Cristiane dos Santos Dias, Juliana Almeida Oliveira, Gláucia Miranda Varella Pereira, Isaias Jose Ramos de Oliveira, Érico Franco Mineiro, Igor Carvalho Lima Oliveira, Davi dos Reis de Jesus, Antônio Pereira de Souza Júnior, Igor de Carvalho Gomes, Rodrigo André Cuevas Gaete, Ricardo Cruz-Correia, Leonardo Rocha

Open source

DOI: 10.2196/84444
Published: 2026-05-26
Container: Journal of Medical Internet Research
Publisher: JMIR Publications Inc.
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.2196/84444,
  title = {Large Language Model–Generated Patient Instructions for Prescriptions in Primary Health Care: Preclinical Algorithm Validation},
  author = {Zilma Silveira Nogueira Reis and Elisa Tuler Albergaria and Adriana Silvina Pagano and Eura Martins Lage and Flávia Ribeiro de Oliveira and Cristiane dos Santos Dias and Juliana Almeida Oliveira and Gláucia Miranda Varella Pereira and Isaias Jose Ramos de Oliveira and Érico Franco Mineiro and Igor Carvalho Lima Oliveira and Davi dos Reis de Jesus and Antônio Pereira de Souza Júnior and Igor de Carvalho Gomes and Rodrigo André Cuevas Gaete and Ricardo Cruz-Correia and Leonardo Rocha},
  year = {2026},
  journal = {Journal of Medical Internet Research},
  doi = {10.2196/84444},
  url = {https://doi.org/10.2196/84444}
}

RIS

TY  - JOUR
TI  - Large Language Model–Generated Patient Instructions for Prescriptions in Primary Health Care: Preclinical Algorithm Validation
AU  - Zilma Silveira Nogueira Reis
AU  - Elisa Tuler Albergaria
AU  - Adriana Silvina Pagano
AU  - Eura Martins Lage
AU  - Flávia Ribeiro de Oliveira
AU  - Cristiane dos Santos Dias
AU  - Juliana Almeida Oliveira
AU  - Gláucia Miranda Varella Pereira
AU  - Isaias Jose Ramos de Oliveira
AU  - Érico Franco Mineiro
AU  - Igor Carvalho Lima Oliveira
AU  - Davi dos Reis de Jesus
AU  - Antônio Pereira de Souza Júnior
AU  - Igor de Carvalho Gomes
AU  - Rodrigo André Cuevas Gaete
AU  - Ricardo Cruz-Correia
AU  - Leonardo Rocha
PY  - 2026
JO  - Journal of Medical Internet Research
DO  - 10.2196/84444
UR  - https://doi.org/10.2196/84444
ER  -

APA

Reis, Z. S. N., Albergaria, E. T., Pagano, A. S., Lage, E. M., Oliveira, F. R. D., Dias, C. D. S., Oliveira, J. A., Pereira, G. M. V., Oliveira, I. J. R. D., Mineiro, É. F., Oliveira, I. C. L., Jesus, D. D. R. D., Júnior, A. P. D. S., Gomes, I. D. C., Gaete, R. A. C., Cruz-Correia, R., & Rocha, L. (2026). Large Language Model–Generated Patient Instructions for Prescriptions in Primary Health Care: Preclinical Algorithm Validation. Journal of Medical Internet Research. https://doi.org/10.2196/84444

Source records

crossref · retrieved 2026-09-25T00:45:16.149Z