Human Versus Artificial Intelligence: Comparing Cochrane Authors' and ChatGPT's Risk of Bias Assessments

This study shows that ChatGPT-4o can perform risk of bias assessments using RoB 2 with fair to moderate agreement with human reviewers. While AI-assisted risk of bias assessment remains imperfect, advancements in prompt engineering and model refinement may enhance performance. Future research should explore standardised prompts and investigate interrater reliability among human reviewers to provide a more robust comparison.

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Publication Details

Journal
Cochrane Evidence Synthesis and Methods
Published
2025-08-31
DOI
https://doi.org/10.1002/cesm.70044
Citations
1
Primary Topic
Meta-analysis and systematic reviews
Type
article
Field-Weighted Citation Impact
1.40
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article

Human Versus Artificial Intelligence: Comparing Cochrane Authors' and ChatGPT's Risk of Bias Assessments

Petek Eylül Taneri
1 citations
Cochrane Evidence Synthesis and Methods
Meta-analysis and systematic reviews
1.40
article

Human Versus Artificial Intelligence: Comparing Cochrane Authors' and ChatGPT's Risk of Bias Assessments

Petek Eylül Taneri
article en
1 citations

Abstract

This study shows that ChatGPT-4o can perform risk of bias assessments using RoB 2 with fair to moderate agreement with human reviewers. While AI-assisted risk of bias assessment remains imperfect, advancements in prompt engineering and model refinement may enhance performance. Future research should explore standardised prompts and investigate interrater reliability among human reviewers to provide a more robust comparison.

Cochrane Evidence Synthesis and MethodsVol. 3(5)
Düsseldorf University Hospital (DE), Heinrich Heine University Düsseldorf (DE)
Openalex Percentile: Top 13%
Meta-analysis and systematic reviews
1.40
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