Streamlining systematic reviews with large language models using prompt engineering and retrieval augmented generation

Abstract Background Systematic reviews (SRs) are essential to formulate evidence-based guidelines but require time-consuming and costly literature screening. Large Language Models (LLMs) can be a powerful tool to expedite SRs. Methods We conducted a comparative study to evaluate the performance of a...

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Bibliographic Details
Main Authors: Fouad Trad, Ryan Yammine, Jana Charafeddine, Marlene Chakhtoura, Maya Rahme, Ghada El-Hajj Fuleihan, Ali Chehab
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Medical Research Methodology
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Online Access:https://doi.org/10.1186/s12874-025-02583-5
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