Evidence map›Paper›PMID 40871744›Full record

ArticleNutrients2025

Leveraging Deep Learning to Enhance Malnutrition Detection via Nutrition Risk Screening 2002: Insights from a National Cohort.

Nadir Yalçın, Merve Kaşıkcı, Burcu Kelleci-Çakır, Kutay Demirkan, Karel Allegaert, Meltem Halil, Mutlu Doğanay, Osman Abbasoğlu

Abstract readMulticenter Study
PubMed Full text at PMC Publisher
In one paragraph

Article in Nutrients, 2025. 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

8 authors.

Nadir YalçınDepartment of Clinical Pharmacy, Faculty of Pharmacy, Hacettepe University, Ankara 06100, Türkiye.ORCID 0000-0002-2280-8727
Merve KaşıkcıDepartment of Biostatistics, Faculty of Medicine, Hacettepe University, Ankara 06100, Türkiye.ORCID 0000-0003-3211-2093
Burcu Kelleci-ÇakırDepartment of Clinical Pharmacy, Faculty of Pharmacy, Hacettepe University, Ankara 06100, Türkiye.ORCID 0000-0003-2547-8919
Kutay DemirkanDepartment of Clinical Pharmacy, Faculty of Pharmacy, Hacettepe University, Ankara 06100, Türkiye.ORCID 0000-0002-6427-5826
Karel AllegaertDepartment of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium.ORCID 0000-0001-9921-5105
Meltem HalilDepartment of Internal Medicine, Division of Geriatrics, Faculty of Medicine, Hacettepe University, Ankara 06100, Türkiye.ORCID 0000-0001-7597-8140
Mutlu DoğanayDepartment of General Surgery, Gulhane Medical Faculty, Bilkent City Hospital, University of Health Sciences, Ankara 06010, Türkiye.ORCID 0000-0002-3354-2047
Osman AbbasoğluClinical Nutrition Master's Program, Hacettepe University, Ankara 06100, Türkiye.ORCID 0000-0001-7069-929X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Deep LearningMalnutritionMass ScreeningNutrition AssessmentAdultAgedCohort StudiesFemaleHumansMaleMiddle AgedNutritional StatusRetrospective StudiesRisk Assessmentartificial intelligenceinpatientmalnutritionnutritional support teamprimary care

Identifiers

PMID40871744
PMCPMC12389635

What OpenQuestion holds

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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 OpenQuestion graph.