Evidence map›Paper›PMID 40565950›Full record

ArticleJournal of clinical medicine2025

Calculating the Risk of Admission to Intensive Care Units in COVID-19 Patients Using Machine Learning.

Mireia Ladios-Martin, María José Cabañero-Martínez, José Fernández-de-Maya, Francisco-Javier Ballesta-López, Ignacio Garcia-Garcia, Adrián Belso-Garzas, Francisco-Manuel Aznar-Zamora, Julio Cabrero-García

Abstract read
In one paragraph

Article in Journal of clinical medicine, 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.

Mireia Ladios-MartinGrupo Ribera, Edificio Sorolla Center, Avda Cortes Valencianas, 58, 46015 Valencia, Spain.ORCID 0000-0002-6127-7746
María José Cabañero-MartínezNursing Department, University of Alicante, 03690 San Vicente del Raspeig, Spain.ORCID 0000-0002-8333-2988
José Fernández-de-MayaVinalopó University Hospital, 03293 Elche, Spain.
Francisco-Javier Ballesta-LópezGrupo Ribera, Edificio Sorolla Center, Avda Cortes Valencianas, 58, 46015 Valencia, Spain.
Ignacio Garcia-GarciaVerne Technology Group, 03144 Alicante, Spain.
Adrián Belso-GarzasRibera Salud Technologies, 03203 Elche, Spain.
Francisco-Manuel Aznar-ZamoraRibera Salud Technologies, 03203 Elche, Spain.
Julio Cabrero-GarcíaNursing Department, University of Alicante, 03690 San Vicente del Raspeig, Spain.ORCID 0000-0002-4452-635X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceCOVID-19critical carepatient safetyrisk management

Identifiers

PMID40565950
PMCPMC12193729

What OpenQuestion holds

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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 OpenQuestion graph.