Artificial Intelligence-enabled GRADE: how the GRADE Working Group will use automation to rate the certainty of evidence of intervention effects

Bernardo Sousa-Pinto, Manuel Marques-Cruz, Rafael José Vieira, Vítor Henrique Duarte, Camila Ávila-Oliver, Andreea Dobrescu, Paweł Jemioło, Arnav Agarwal, Malgorzata M. Bala, Jessica Beltran, Antonio Bognanni, Fabio Cruciani, Omar Dewidar, Sara Gil-Mata, Changhao Liang, Daniel Martinho-Dias, Claus Nowak, Honoria Ocagli, Paula Perestrelo, Ana Carolina Pereira Nunes Pinto, Joana Reis-Pardal, Pau Riera-Serra, Aline Rocha, Karina Fernández-Saénz, Itziar Etxeandia-Ikobaltzeta, Curtis S. Harrod, Miranda W. Langendam, Joerg Meerpohl, Francesco Nonino, Wojtek Wiercioch, Ignacio Neumann, Ariel Izcovich, Silvia Minozzi, Gerald Gartlehner, Holger J. Schünemann

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DOI: 10.1016/j.jclinepi.2026.112411
Published: 2026-10
Container: Journal of Clinical Epidemiology
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.jclinepi.2026.112411,
  title = {Artificial Intelligence-enabled GRADE: how the GRADE Working Group will use automation to rate the certainty of evidence of intervention effects},
  author = {Bernardo Sousa-Pinto and Manuel Marques-Cruz and Rafael José Vieira and Vítor Henrique Duarte and Camila Ávila-Oliver and Andreea Dobrescu and Paweł Jemioło and Arnav Agarwal and Malgorzata M. Bala and Jessica Beltran and Antonio Bognanni and Fabio Cruciani and Omar Dewidar and Sara Gil-Mata and Changhao Liang and Daniel Martinho-Dias and Claus Nowak and Honoria Ocagli and Paula Perestrelo and Ana Carolina Pereira Nunes Pinto and Joana Reis-Pardal and Pau Riera-Serra and Aline Rocha and Karina Fernández-Saénz and Itziar Etxeandia-Ikobaltzeta and Curtis S. Harrod and Miranda W. Langendam and Joerg Meerpohl and Francesco Nonino and Wojtek Wiercioch and Ignacio Neumann and Ariel Izcovich and Silvia Minozzi and Gerald Gartlehner and Holger J. Schünemann},
  year = {2026},
  journal = {Journal of Clinical Epidemiology},
  doi = {10.1016/j.jclinepi.2026.112411},
  url = {https://doi.org/10.1016/j.jclinepi.2026.112411}
}

RIS

TY  - JOUR
TI  - Artificial Intelligence-enabled GRADE: how the GRADE Working Group will use automation to rate the certainty of evidence of intervention effects
AU  - Bernardo Sousa-Pinto
AU  - Manuel Marques-Cruz
AU  - Rafael José Vieira
AU  - Vítor Henrique Duarte
AU  - Camila Ávila-Oliver
AU  - Andreea Dobrescu
AU  - Paweł Jemioło
AU  - Arnav Agarwal
AU  - Malgorzata M. Bala
AU  - Jessica Beltran
AU  - Antonio Bognanni
AU  - Fabio Cruciani
AU  - Omar Dewidar
AU  - Sara Gil-Mata
AU  - Changhao Liang
AU  - Daniel Martinho-Dias
AU  - Claus Nowak
AU  - Honoria Ocagli
AU  - Paula Perestrelo
AU  - Ana Carolina Pereira Nunes Pinto
AU  - Joana Reis-Pardal
AU  - Pau Riera-Serra
AU  - Aline Rocha
AU  - Karina Fernández-Saénz
AU  - Itziar Etxeandia-Ikobaltzeta
AU  - Curtis S. Harrod
AU  - Miranda W. Langendam
AU  - Joerg Meerpohl
AU  - Francesco Nonino
AU  - Wojtek Wiercioch
AU  - Ignacio Neumann
AU  - Ariel Izcovich
AU  - Silvia Minozzi
AU  - Gerald Gartlehner
AU  - Holger J. Schünemann
PY  - 2026
JO  - Journal of Clinical Epidemiology
DO  - 10.1016/j.jclinepi.2026.112411
UR  - https://doi.org/10.1016/j.jclinepi.2026.112411
ER  -

APA

Sousa-Pinto, B., Marques-Cruz, M., Vieira, R. J., Duarte, V. H., Ávila-Oliver, C., Dobrescu, A., Jemioło, P., Agarwal, A., Bala, M. M., Beltran, J., Bognanni, A., Cruciani, F., Dewidar, O., Gil-Mata, S., Liang, C., Martinho-Dias, D., Nowak, C., Ocagli, H., Perestrelo, P., Pinto, A. C. P. N., Reis-Pardal, J., Riera-Serra, P., Rocha, A., Fernández-Saénz, K., Etxeandia-Ikobaltzeta, I., Harrod, C. S., Langendam, M. W., Meerpohl, J., Nonino, F., Wiercioch, W., Neumann, I., Izcovich, A., Minozzi, S., Gartlehner, G., & Schünemann, H. J. (2026). Artificial Intelligence-enabled GRADE: how the GRADE Working Group will use automation to rate the certainty of evidence of intervention effects. Journal of Clinical Epidemiology. https://doi.org/10.1016/j.jclinepi.2026.112411

Source records

crossref · retrieved 2026-09-26T00:17:55.430Z