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Cassiano Pereira de Barros

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#large language models Open access Sep 2026

Automated Risk of Bias Assessment in Systematic Reviews Using Large Language Models: A Multi-Model Single-Agent Benchmark on 227 Randomised Controlled Trials

Code and data accompanying a benchmark of eleven large language models on zero-shot Cochrane Risk of Bias 1.0 assessment of 227 randomised controlled trials drawn from 123 Cochrane systematic reviews published in 2024. The deposit has two independent halves. The first is the assessment pipeline: a containerised web app...

Luiz Felipe Guain Teixeira, Cassiano Pereira de Barros, Victor Alexandre dos Santos Valsecchi et al. · 0 citations

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