AI in peer review: can artificial intelligence be an ally in reducing gender and geographical gaps in peer review? A randomized trial

When not prompted to consider DEI, GPT-4o successfully identified expert scientists, but primarily males and those from high-income countries. However, when DEI was explicitly prompted, GPT-4o generated a gender-balanced and geographically diverse list of scientists. The academic productivity was considerably high and comparable between groups, suggesting that GPT-4o identified potentially skilled scientists who could reasonably serve as reviewers for scientific journals. These findings provide evidence that AI can be an ally in combating gender and geographical gaps in peer review, though DEI should be explicitly prompted. Conversely, AI could perpetuate existing biases if not carefully managed.

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Publication Details

Journal
Research Integrity and Peer Review
Published
2025-10-26
DOI
https://doi.org/10.1186/s41073-025-00182-y
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00

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article

AI in peer review: can artificial intelligence be an ally in reducing gender and geographical gaps in peer review? A randomized trial

André L. Teixeira
Research Integrity and Peer Review
Artificial Intelligence in Healthcare and Education
article

AI in peer review: can artificial intelligence be an ally in reducing gender and geographical gaps in peer review? A randomized trial

André L. Teixeira
article en

Abstract

When not prompted to consider DEI, GPT-4o successfully identified expert scientists, but primarily males and those from high-income countries. However, when DEI was explicitly prompted, GPT-4o generated a gender-balanced and geographically diverse list of scientists. The academic productivity was considerably high and comparable between groups, suggesting that GPT-4o identified potentially skilled scientists who could reasonably serve as reviewers for scientific journals. These findings provide evidence that AI can be an ally in combating gender and geographical gaps in peer review, though DEI should be explicitly prompted. Conversely, AI could perpetuate existing biases if not carefully managed.

Research Integrity and Peer ReviewVol. 10(1)
Universidade Federal da Paraíba (BR)
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Openalex Percentile: Top 77%
Artificial Intelligence in Healthcare and Education
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