Author

Nabil Alshurafa

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Review Jul 2026

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

LLMs show promise for estimating energy and macronutrients, however, performance for micronutrients requires further improvement and may affect overall dietary assessment.

Razi Lawabni, Olivia Solano, Leo L. Kampen et al. · Journal of NutriLife · 0 citations