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On the development and validation of large language model-based classifiers for identifying social determinants of health.

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Title: On the development and validation of large language model-based classifiers for identifying social determinants of health.
Authors: Gabriel RA; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.; Department of Biomedical Informatics, University of California, San Diego Health, La Jolla, CA 92037., Litake O; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037., Simpson S; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037., Burton BN; Department of Anesthesiology, University of California, Los Angeles, CA 90095., Waterman RS; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037., Macias AA; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.
Source: Proceedings of the National Academy of Sciences of the United States of America [Proc Natl Acad Sci U S A] 2024 Sep 24; Vol. 121 (39), pp. e2320716121. Date of Electronic Publication: 2024 Sep 16.
Publication Type: Journal Article
Journal Info: Publisher: National Academy of Sciences Country of Publication: United States NLM ID: 7505876 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1091-6490 (Electronic) Linking ISSN: 00278424 NLM ISO Abbreviation: Proc Natl Acad Sci U S A Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Gabriel+RA%22">Gabriel RA</searchLink>; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.; Department of Biomedical Informatics, University of California, San Diego Health, La Jolla, CA 92037.<br /><searchLink fieldCode="AU" term="%22Litake+O%22">Litake O</searchLink>; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.<br /><searchLink fieldCode="AU" term="%22Simpson+S%22">Simpson S</searchLink>; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.<br /><searchLink fieldCode="AU" term="%22Burton+BN%22">Burton BN</searchLink>; Department of Anesthesiology, University of California, Los Angeles, CA 90095.<br /><searchLink fieldCode="AU" term="%22Waterman+RS%22">Waterman RS</searchLink>; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.<br /><searchLink fieldCode="AU" term="%22Macias+AA%22">Macias AA</searchLink>; Division of Perioperative Informatics, Department of Anesthesiology, University of California, San Diego, La Jolla, CA 92037.
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  Data: <searchLink fieldCode="JN" term="%227505876%22">Proceedings of the National Academy of Sciences of the United States of America</searchLink> [Proc Natl Acad Sci U S A] 2024 Sep 24; Vol. 121 (39), pp. e2320716121. <i>Date of Electronic Publication: </i>2024 Sep 16.
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