Evidence map›Paper›PMID 42452518›Full record

ArticleJournal of clinical medicine2026

Time-Updated Prognostic Modeling in ICU Patients with Documented Coma or Unresponsiveness Using Routine Arterial Blood Gas Trajectories: An Exploratory Explainable Machine-Learning Study.

Pompiliu Mircea Bogdan, Camer Salim, Roxana Elena Bogdan-Goroftei, Alina Pleșea-Condratovici, Cristian Guțu, Călin Gheorghe Buzea, Bogdan Costăchescu, Letiția Doina Duceac, Manuela Arbune, Constantin-Marinel Vlase and 2 more

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

12 authors.

Pompiliu Mircea BogdanDoctoral School of Biomedical Sciences, Faculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunărea de Jos" University of Galați, 800008 Galați, Romania.
Camer SalimFaculty of Medicine, "Ovidius" University of Constanța, 900470 Constanța, Romania.
Roxana Elena Bogdan-GorofteiFaculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunarea de Jos" University of Galați, 800008 Galați, Romania.ORCID 0000-0002-1125-8774
Alina Pleșea-CondratoviciFaculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunarea de Jos" University of Galați, 800008 Galați, Romania.ORCID 0000-0002-2710-7284
Cristian GuțuFaculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunarea de Jos" University of Galați, 800008 Galați, Romania.ORCID 0009-0000-5081-3577
Călin Gheorghe BuzeaNational Institute of Research and Development for Technical Physics-IFT Iași, 700050 Iași, Romania.ORCID 0000-0003-2791-3400
Bogdan CostăchescuDepartment of Neurosurgery, "Gr. T. Popa" University of Medicine and Pharmacy, 700115 Iași, Romania.
Letiția Doina DuceacFaculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunarea de Jos" University of Galați, 800008 Galați, Romania.ORCID 0000-0002-1652-2618
Manuela ArbuneFaculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunarea de Jos" University of Galați, 800008 Galați, Romania.ORCID 0000-0002-4762-0755
Constantin-Marinel VlaseEmergency Military Hospital Galați Dr. Aristide Serfioti, 800150 Galați, Romania.ORCID 0000-0002-0081-2856
Irina Luciana GurzuDepartment of Preventive Medicine and Interdiciplinarity, "Gr. T. Popa" University of Medicine and Pharmacy, 700115 Iași, Romania.ORCID 0000-0003-3095-3497
Alina Mihaela CălinFaculty of Medicine and Pharmacy, Research Center in the Medical-Pharmaceutical Field, "Dunarea de Jos" University of Galați, 800008 Galați, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

arterial blood gascomacross-validationdecision curve analysisexplainable artificial intelligenceICU mortalityintensive care unitmachine learningoxygenationphysiological trajectoriesprognosticationSHAP

Identifiers

PMID42452518
PMCPMC13362702

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.