Evidence map›Paper›PMID 42355851›Full record

ArticleJournal of clinical medicine2026

Pressure Injury Risk Assessment in Nursing Practice: A Head-to-Head Comparison of the Braden Scale and Machine Learning Models.

Fredy Barriga-Gallegos, Gonzalo Ríos-Vásquez, Paulo Figueroa-Torrez, Hanns de la Fuente-Mella, Catherine Almarza Garrido, Naldy Febré Vergara

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

6 authors.

Fredy Barriga-GallegosInstitute for Health Care Research, Faculty of Nursing, Universidad Andrés Bello, Santiago 8370146, Chile.ORCID 0009-0007-5346-3841
Gonzalo Ríos-VásquezSchool of Industrial Engineering, Pontificia Universidad Católica de Valparaíso, Valparaíso 2340025, Chile.ORCID 0009-0004-7626-8334
Paulo Figueroa-TorrezDepartamento de Ciencias Industriales, Medio Ambiente y Energía, Universidad Católica Boliviana San Pablo, Colón 734, Tarija, Bolivia.ORCID 0009-0001-6998-6408
Hanns de la Fuente-MellaInstituto de Estadística, Pontificia Universidad Católica de Valparaíso, Valparaíso 2340031, Chile.ORCID 0000-0003-2564-8770
Catherine Almarza GarridoSubdirection of Care Management, Félix Bulnes Clinical Hospital, Santiago 9110056, Chile.
Naldy Febré VergaraInstitute for Health Care Research, Faculty of Nursing, Universidad Andrés Bello, Santiago 8370146, Chile.ORCID 0000-0002-6885-5801

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Braden scaleclinical decision supporthealth risk evaluationmachine learningpressure ulcersrisk stratification

Identifiers

PMID42355851
PMCPMC13301824

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.