Streamlining systematic reviews with large language models using prompt engineering and retrieval augmented generation.
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| Title: | Streamlining systematic reviews with large language models using prompt engineering and retrieval augmented generation. |
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| Authors: | Trad F; Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon. fat10@mail.aub.edu., Yammine R; Faculty of Medicine, American University of Beirut, Beirut, Lebanon., Charafeddine J; Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon., Chakhtoura M; Faculty of Medicine, American University of Beirut, Beirut, Lebanon., Rahme M; Faculty of Medicine, American University of Beirut, Beirut, Lebanon., El-Hajj Fuleihan G; Faculty of Medicine, American University of Beirut, Beirut, Lebanon., Chehab A; Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon. |
| Source: | BMC medical research methodology [BMC Med Res Methodol] 2025 May 10; Vol. 25 (1), pp. 130. Date of Electronic Publication: 2025 May 10. |
| Publication Type: | Comparative Study; Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1471-2288 |
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| DOI: | 10.1186/s12874-025-02583-5 |
