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Peer-reviewedCC BYNutrients

When the Algorithm Becomes the Dietitian: Large Language Model Hallucinations, Algorithmic Food Environments, and the Erosion of Nutritional Autonomy

  • Ismail Dergaa1
  • Rym Ben Othman2
  • Hatem Ghouili3
  • Halil İbrahim Ceylan4
  • Nizar Souissi1
  • Souhail Bchini3
  • Valentina Stefanica5
  • Raul Ioan Muntean6
  • Nicola Luigi Bragazzi7
7 affiliations
  1. 1High Institute of Sport and Physical Education of Ksar Said, University of Manouba, Manouba 2010, Tunisia; (I.D.); (N.S.)
  2. 2Institut National de Nutrition et de Technologie Alimentaire de Tunis, 11 Rue Jbal Lakhdhar, Tunis 1007, Tunisia;
  3. 3Research Unit Sport Sciences, Health and Movement (UR22JS01), High Institute of Sport and Physical Education of Kef, University of Jendouba, Kef 7100, Tunisia; (H.G.); (S.B.)
  4. 4Physical Education and Sports Teaching Department, Faculty of Sports Sciences, Ataturk University, Erzurum 25240, Türkiye
  5. 5Department of Physical Education and Sport, Faculty of Sciences, Physical Education and Informatics, National University of Science and Technology Politehnica Bucharest, Pitesti University Center, 110040 Pitesti, Romania;
  6. 6Faculty of Sciences, Department of Physical Education and Sport, “1 Decembrie 1918” University of Alba Iulia, 510009 Alba Iulia, Romania
  7. 7Department of Clinical Pharmacy, Saarland University, 66123 Saarbrücken, Germany;
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Cite

BibTeXRIS
BibTeX
@article{dergaa2026when,
  title = {{When the Algorithm Becomes the Dietitian: Large Language Model Hallucinations, Algorithmic Food Environments, and the Erosion of Nutritional Autonomy}},
  author = {Ismail Dergaa and Rym Ben Othman and Hatem Ghouili and Halil İbrahim Ceylan and Nizar Souissi and Souhail Bchini and Valentina Stefanica and Raul Ioan Muntean and Nicola Luigi Bragazzi},
  journal = {Nutrients},
  year = {2026},
  month = sep,
  url = {https://europepmc.org/article/PMC/PMC13666568},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - When the Algorithm Becomes the Dietitian: Large Language Model Hallucinations, Algorithmic Food Environments, and the Erosion of Nutritional Autonomy
AU  - Ismail Dergaa
AU  - Rym Ben Othman
AU  - Hatem Ghouili
AU  - Halil İbrahim Ceylan
AU  - Nizar Souissi
AU  - Souhail Bchini
AU  - Valentina Stefanica
AU  - Raul Ioan Muntean
AU  - Nicola Luigi Bragazzi
PY  - 2026
DA  - 2026/09/23
JO  - Nutrients
UR  - https://europepmc.org/article/PMC/PMC13666568
SN  - 2072-6643
ER  -