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Cochrane Evidence Synthesis and Methods|August 12, 2026
Application of Machine Learning Classifiers in Rapid Reviews for Health Research: A Case Example Using EPPI-ReviewerSarah R Prowse, Zak Ghouze, Shaun TreweekCochrane Evidence Synthesis and Methods|August 21, 2025
Lifecycles of Cochrane Systematic Reviews (2003-2024): A Bibliographic StudyShiyin Li, Chong Wu, Zichen Zhang, et al.Cochrane Evidence Synthesis and Methods|February 5, 2026
Promoting the Implementation of Co-Produced Cochrane Evidence: An Exploratory Study of Improving Partnering With ConsumersBronwen Merner, Louisa Walsh, Janet Jull, et al.Cochrane Evidence Synthesis and Methods|September 5, 2025
Human Versus Artificial Intelligence: Comparing Cochrane Authors' and ChatGPT's Risk of Bias AssessmentsPetek Eylul TaneriCochrane Evidence Synthesis and Methods|October 27, 2025
Human-in-the-Loop Artificial Intelligence System for Systematic Literature Review: Methods and Validations for the AutoLit Review SoftwareKevin M Kallmes, Jade Thurnham, Marius Sauca, et al.Cochrane Evidence Synthesis and Methods|October 17, 2025
Health Equity in Systematic Reviews: A Tutorial-Part 2 Implementing Health Equity Throughout Your MethodsJennifer Petkovic, Jordi Pardo Pardo, Vivian Welch, et al.Cochrane Evidence Synthesis and Methods|October 8, 2025
Long-Term Outcomes of Invasive vs Noninvasive Treatment for Intermittent Claudication: A Systematic Review and Meta-AnalysisAnas Elmahi, Nathalie Doolan, Mohiedin Hezima, et al.Cochrane Evidence Synthesis and Methods|September 29, 2025
Count data, rates, rate differences, and rate ratios in meta-analysis: A tutorialChristopher James Rose, Milena Geist, Matteo BruschettiniCochrane Evidence Synthesis and Methods|September 29, 2025
Data Extractions Using a Large Language Model (Elicit) and Human Reviewers in Randomized Controlled Trials: A Systematic ComparisonJoleen Bianchi, Julian Hirt, Magdalena Vogt, et al.Cochrane Evidence Synthesis and Methods|September 19, 2025
Using a Large Language Model (ChatGPT-4o) to Assess the Risk of Bias in Randomized Controlled Trials of Medical Interventions: Interrater Agreement With Human ReviewersChristopher James Rose, Julia Bidonde, Martin Ringsten, et al.Pageof 7