Evidence map›Paper›PMID 41599972›Full record

ArticleNutrients2026

A Methodological Framework for Aggregating Branded Food Composition Data in mHealth Nutrition Databases: A Case Presentation.

Antonis Vlassopoulos, Stefania Xanthopoulou, Sofia Eleftheriou, Ioannis Koutsias, Maria C Giannakourou, Anastasia Kanellou, Maria Kapsokefalou

Abstract read
In one paragraph

Article in Nutrients, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Antonis VlassopoulosDepartment of Food Science & Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece.ORCID 0000-0001-7136-1039
Stefania XanthopoulouDepartment of Food Science & Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece.ORCID 0009-0009-7390-6915
Sofia EleftheriouDepartment of Food Science and Technology, Faculty of Food Science, University of West Attica, 12243 Athens, Greece.ORCID 0000-0001-9700-1875
Ioannis KoutsiasDepartment of Food Science & Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece.
Maria C GiannakourouDepartment of Food Science and Technology, Faculty of Food Science, University of West Attica, 12243 Athens, Greece.ORCID 0000-0002-3625-2950
Anastasia KanellouDepartment of Food Science and Technology, Faculty of Food Science, University of West Attica, 12243 Athens, Greece.ORCID 0000-0002-9774-4895
Maria KapsokefalouDepartment of Food Science and Technology, Faculty of Food Science, University of West Attica, 12243 Athens, Greece.

Funding

European Regional Development Fund (ERDF) under the Operational Program "Competitiveness Entrepreneurship Innovation" (EPAnEK), NSRF 2014-2022 Τ2ΕΔΚ-03185
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Databases, FactualFoodFood AnalysisNutritive ValueTelemedicineDigital HealthHumansbranded food datadata aggregationdigital applicationsgeneric food datamHealthnutritional composition

Identifiers

PMID41599972
PMCPMC12844821

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.