Evidence mapPaperPMID 41899148Full record

ArticleJournal of clinical medicine2026

Assessment of Machine Learning Model Performance for Clinical Prediction of Insulin Resistance in the Study of Cardiovascular Risk in Adolescents-ERICA.

Jéssica Aparecida Silva, Katia Vergetti Bloch, Moyses Szklo, Rodolfo Deusdará

Abstract read
In one paragraph

Article in Journal of clinical medicine, 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

4 authors.

Jéssica Aparecida SilvaPostgraduate Program in Medical Sciences, Faculty of Medicine, University of Brasília, Campus Universitário Darcy Ribeiro, Asa Norte, Brasília 70910-900, DF, Brazil.
Katia Vergetti BlochInstitute for Studies in Public Health, Federal University of Rio de Janeiro, Cidade Universitária, Ilha do Fundão-Cidade Universitária, Rio de Janeiro 21941-598, RJ, Brazil.ORCID 0000-0002-6992-3159
Moyses SzkloDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA.
Rodolfo DeusdaráPostgraduate Program in Medical Sciences, Faculty of Medicine, University of Brasília, Campus Universitário Darcy Ribeiro, Asa Norte, Brasília 70910-900, DF, Brazil.ORCID 0000-0002-1343-3265

Funding

Brazilian National Council for Scientific and Technological Development (CNPq) 565037/2010-2, 405009/2012-7 and 457050/2013-6Funding Authority for Studies and Projects (FINEP) 01090421National Institute os Science and Technology for health Technology Assessment (IATS) - CNPq/Brazil CNPQ 465518/2014-1
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

adolescentsHOMA-IRinsulin resistancemachine learningpublic health

Identifiers

PMID41899148
PMCPMC13026674

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.