Evaluation of Energy and Nutrient Estimates from Large Language Models Using Text-Based Queries.

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Title: Evaluation of Energy and Nutrient Estimates from Large Language Models Using Text-Based Queries.
Authors: Lawabni R; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA., Solano OR; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA., Kampen LL; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA., Kurasch J; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA., Alshurafa N; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Computer Science, McCormick School of Engineering, Northwestern University, Evanston, IL, USA., Chang JS; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei 11031, Taiwan, ROC., Evans R; Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN, USA., Feng D; School of Computing and Design, California State Monterey Bay, Monterey Bay, CA, USA., Lin AW; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA. Electronic address: awlin@umn.edu.
Source: The Journal of nutrition [J Nutr] 2026 Jul 04, pp. 101712. Date of Electronic Publication: 2026 Jul 04.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 0404243 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1541-6100 (Electronic) Linking ISSN: 00223166 NLM ISO Abbreviation: J Nutr Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Lawabni+R%22">Lawabni R</searchLink>; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA.<br /><searchLink fieldCode="AU" term="%22Solano+OR%22">Solano OR</searchLink>; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA.<br /><searchLink fieldCode="AU" term="%22Kampen+LL%22">Kampen LL</searchLink>; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA.<br /><searchLink fieldCode="AU" term="%22Kurasch+J%22">Kurasch J</searchLink>; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA.<br /><searchLink fieldCode="AU" term="%22Alshurafa+N%22">Alshurafa N</searchLink>; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Computer Science, McCormick School of Engineering, Northwestern University, Evanston, IL, USA.<br /><searchLink fieldCode="AU" term="%22Chang+JS%22">Chang JS</searchLink>; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei 11031, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Evans+R%22">Evans R</searchLink>; Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN, USA.<br /><searchLink fieldCode="AU" term="%22Feng+D%22">Feng D</searchLink>; School of Computing and Design, California State Monterey Bay, Monterey Bay, CA, USA.<br /><searchLink fieldCode="AU" term="%22Lin+AW%22">Lin AW</searchLink>; The Hormel Institute, University of Minnesota, Austin, Minnesota, 55912, USA. Electronic address: awlin@umn.edu.
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        Value: 10.1016/j.tjnut.2026.101712
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              Text: 2026 Jul 04
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