Evidence map›Paper›PMID 41901113›Full record

SynthesisNutrients2026

Generative AI in Precision Nutrition: A Review of Current Developments and Future Directions.

Lubnaa Abdur Rahman, Vasileios Dedousis, Ioannis Papathanail, Rooholla Poursoleymani, Maria Kafyra, Ioanna Panagiota Kalafati, Stavroula Georgia Mougiakakou

Abstract readSystematic Review
PubMed Full text at PMC Publisher
In one paragraph

Synthesis in Nutrients, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Trial
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lubnaa Abdur RahmanGraduate School for Cellular and Biomedical Sciences, University of Bern, 3012 Bern, Switzerland.ORCID 0000-0001-7271-2814
Vasileios DedousisGraduate School for Cellular and Biomedical Sciences, University of Bern, 3012 Bern, Switzerland.ORCID 0009-0001-1439-9564
Ioannis PapathanailARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland.ORCID 0000-0002-7767-3831
Rooholla PoursoleymaniGraduate School for Cellular and Biomedical Sciences, University of Bern, 3012 Bern, Switzerland.ORCID 0009-0002-4365-6782
Maria KafyraDepartment of Nutrition and Dietetics, School of Health Science and Education, Harokopio University of Athens, 17676 Athens, Greece.ORCID 0009-0005-9665-0829
Ioanna Panagiota KalafatiDepartment of Nutrition and Dietetics, School of Health Science and Education, Harokopio University of Athens, 17676 Athens, Greece.ORCID 0000-0001-5572-7491
Stavroula Georgia MougiakakouARTORG Center for Biomedical Engineering Research, University of Bern, 3008 Bern, Switzerland.ORCID 0000-0002-6355-9982

Funding

European Commission and State Secretariat for Education, Research and Innovation (SERI) 101057730European Commission and State Secretariat for Education, Research and Innovation (SERI) 101080117
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Generative Artificial IntelligencePrecision MedicineHumansLarge Language Modelsgenerative artificial intelligencepersonalized nutritionprecision nutrition

Identifiers

PMID41901113
PMCPMC13029413

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.