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Artificial Intelligence-Assisted Data Extraction With a Large Language Model: A Study Within Reviews.

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Title: Artificial Intelligence-Assisted Data Extraction With a Large Language Model: A Study Within Reviews.
Authors: Gartlehner G; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina, and Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria (G.G.)., Kugley S; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Crotty K; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Viswanathan M; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Dobrescu A; Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria (A.D., B.N.-S.)., Nussbaumer-Streit B; Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria (A.D., B.N.-S.)., Booth G; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Treadwell JR; ECRI-Penn Medicine Evidence-based Practice Center, Plymouth Meeting, Pennsylvania (J.R.T., J.M.H., J.W.)., Han JM; ECRI-Penn Medicine Evidence-based Practice Center, Plymouth Meeting, Pennsylvania (J.R.T., J.M.H., J.W.)., Wagner J; ECRI-Penn Medicine Evidence-based Practice Center, Plymouth Meeting, Pennsylvania (J.R.T., J.M.H., J.W.)., Apaydin EA; Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, and VA Greater Los Angeles Healthcare System, Los Angeles, California (E.A.A.)., Coppola EL; Kaiser Permanente Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon (E.L.C.)., Maglione M; Southern California Evidence Review Center, Keck School of Medicine, University of Southern California, Los Angeles, California (M.M., B.S.)., Hilscher R; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Chew R; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Pilar M; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.)., Swanton B; Southern California Evidence Review Center, Keck School of Medicine, University of Southern California, Los Angeles, California (M.M., B.S.)., Kahwati LC; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).
Source: Annals of internal medicine [Ann Intern Med] 2025 Dec; Vol. 178 (12), pp. 1763-1771. Date of Electronic Publication: 2025 Nov 04.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: American College of Physicians--American Society of Internal Medicine Country of Publication: United States NLM ID: 0372351 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1539-3704 (Electronic) Linking ISSN: 00034819 NLM ISO Abbreviation: Ann Intern Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Artificial Intelligence-Assisted Data Extraction With a Large Language Model: A Study Within Reviews.
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  Data: <searchLink fieldCode="AU" term="%22Gartlehner+G%22">Gartlehner G</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina, and Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria (G.G.).<br /><searchLink fieldCode="AU" term="%22Kugley+S%22">Kugley S</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Crotty+K%22">Crotty K</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Viswanathan+M%22">Viswanathan M</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Dobrescu+A%22">Dobrescu A</searchLink>; Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria (A.D., B.N.-S.).<br /><searchLink fieldCode="AU" term="%22Nussbaumer-Streit+B%22">Nussbaumer-Streit B</searchLink>; Department for Evidence-based Medicine and Evaluation, University for Continuing Education Krems, Krems, Austria (A.D., B.N.-S.).<br /><searchLink fieldCode="AU" term="%22Booth+G%22">Booth G</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Treadwell+JR%22">Treadwell JR</searchLink>; ECRI-Penn Medicine Evidence-based Practice Center, Plymouth Meeting, Pennsylvania (J.R.T., J.M.H., J.W.).<br /><searchLink fieldCode="AU" term="%22Han+JM%22">Han JM</searchLink>; ECRI-Penn Medicine Evidence-based Practice Center, Plymouth Meeting, Pennsylvania (J.R.T., J.M.H., J.W.).<br /><searchLink fieldCode="AU" term="%22Wagner+J%22">Wagner J</searchLink>; ECRI-Penn Medicine Evidence-based Practice Center, Plymouth Meeting, Pennsylvania (J.R.T., J.M.H., J.W.).<br /><searchLink fieldCode="AU" term="%22Apaydin+EA%22">Apaydin EA</searchLink>; Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, and VA Greater Los Angeles Healthcare System, Los Angeles, California (E.A.A.).<br /><searchLink fieldCode="AU" term="%22Coppola+EL%22">Coppola EL</searchLink>; Kaiser Permanente Evidence-based Practice Center, Center for Health Research, Kaiser Permanente, Portland, Oregon (E.L.C.).<br /><searchLink fieldCode="AU" term="%22Maglione+M%22">Maglione M</searchLink>; Southern California Evidence Review Center, Keck School of Medicine, University of Southern California, Los Angeles, California (M.M., B.S.).<br /><searchLink fieldCode="AU" term="%22Hilscher+R%22">Hilscher R</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Chew+R%22">Chew R</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Pilar+M%22">Pilar M</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).<br /><searchLink fieldCode="AU" term="%22Swanton+B%22">Swanton B</searchLink>; Southern California Evidence Review Center, Keck School of Medicine, University of Southern California, Los Angeles, California (M.M., B.S.).<br /><searchLink fieldCode="AU" term="%22Kahwati+LC%22">Kahwati LC</searchLink>; Social, Statistical, and Environmental Sciences, RTI International, Research Triangle Park, North Carolina (S.K., K.C., M.V., G.B., R.H., R.C., M.P., L.C.K.).
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