From promise to practice: challenges and pitfalls in the evaluation of large language models for data extraction in evidence synthesis.
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| Title: | From promise to practice: challenges and pitfalls in the evaluation of large language models for data extraction in evidence synthesis. |
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| Authors: | Gartlehner G; RTI International, Research Triangle Park, North Carolina, USA gerald.gartlehner@donau-uni.ac.at.; Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria., Kahwati L; RTI International, Research Triangle Park, North Carolina, USA., Nussbaumer-Streit B; Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria., Crotty K; RTI International, Research Triangle Park, North Carolina, USA., Hilscher R; RTI International, Research Triangle Park, North Carolina, USA., Kugley S; RTI International, Research Triangle Park, North Carolina, USA., Viswanathan M; RTI International, Research Triangle Park, North Carolina, USA., Thomas I; RTI International, Research Triangle Park, North Carolina, USA., Konet A; RTI International, Research Triangle Park, North Carolina, USA., Booth G; RTI International, Research Triangle Park, North Carolina, USA., Chew R; RTI International, Research Triangle Park, North Carolina, USA. |
| Source: | BMJ evidence-based medicine [BMJ Evid Based Med] 2025 Dec 01; Vol. 30 (6), pp. 385-389. Date of Electronic Publication: 2025 Dec 01. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BMJ Publishing Group Country of Publication: England NLM ID: 101719009 Publication Model: Electronic Cited Medium: Internet ISSN: 2515-4478 (Electronic) Linking ISSN: 2515446X NLM ISO Abbreviation: BMJ Evid Based Med Subsets: MEDLINE; In Process |
| Database: | MEDLINE Ultimate |
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