Evidence mapPaperPMID 39767765Full record

ArticleBiomedicines2024

Evaluating Feature Selection Methods for Accurate Diagnosis of Diabetic Kidney Disease.

Valeria Maeda-Gutiérrez, Carlos E Galván-Tejada, Jorge I Galván-Tejada, Miguel Cruz, José M Celaya-Padilla, Hamurabi Gamboa-Rosales, Alejandra García-Hernández, Huizilopoztli Luna-García, Klinge Orlando Villalba-Condori

Abstract read
In one paragraph

Article in Biomedicines, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Valeria Maeda-GutiérrezUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-0852-8315
Carlos E Galván-TejadaUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-7635-4687
Jorge I Galván-TejadaUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-7555-5655
Miguel CruzUnidad de Investigación Médica en Bioquímica, Centro Médico Nacional Siglo XXI, Hospital de Especialidades, Instituto Mexicano del Seguro Social, Av. Cuauhtémoc 330, Col. Doctores, Del. Cuauhtémoc, Ciudad de Mexico 06720, Mexico.ORCID 0000-0001-9985-6172
José M Celaya-PadillaUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0001-6847-3777
Hamurabi Gamboa-RosalesUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0002-9498-6602
Alejandra García-HernándezUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.
Huizilopoztli Luna-GarcíaUnidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas, Jardín Juárez 147, Centro, Zacatecas 98000, Mexico.ORCID 0000-0001-5714-7482
Klinge Orlando Villalba-CondoriVirrectorado de Investigación, Universidad Nacional Pedro Henríquez Ureña, Santo Domingo 1423, Dominican Republic.ORCID 0000-0002-8621-7942

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

diabetic kidney diseasefeature selection algorithmsmachine learningrandom forestrisk factors

Identifiers

PMID39767765
PMCPMC11674021

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.