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
Description
ISSN:1541-6100
DOI:10.1016/j.tjnut.2026.101712