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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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J. T. Joseph

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Review Open access Sep 2026

RoB2-Evaluator: Development and Technical Evaluation of a Rule-Constrained Large Language Model System for Cochrane Risk of Bias 2 Assessment

BackgroundCochrane Risk of Bias 2 (RoB 2) assessment is methodologically demanding and resource intensive. Large language models may assist this process but can produce variable judgments. AimTo develop a rule-constrained LLM system for RoB 2 assessment and evaluate its temporal stability and agreement with human revi...

J. T. Joseph, R. Vishwanath, J. V. Sisirkumar · 0 citations

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