Evidence map›Paper›PMID 40507459›Full record

ArticleJournal of clinical medicine2025

AI-Based Predictive Models for Cardiogenic Shock in STEMI: Real-World Data for Early Risk Assessment and Prognostic Insights.

Elena Stamate, Anisia-Luiza Culea-Florescu, Mihaela Miron, Alin-Ionut Piraianu, Adrian George Dumitrascu, Iuliu Fulga, Ana Fulga, Octavian Stefan Patrascanu, Doriana Iancu, Octavian Catalin Ciobotaru and 1 more

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. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. Review
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

11 authors.

Elena StamateDepartment of Morphological and Functional Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University of Galati, 35, Al. I. Cuza Street, 800216 Galati, Romania.ORCID 0000-0001-5056-1015
Anisia-Luiza Culea-FlorescuDepartment of Electronics and Telecommunications, "Dunarea de Jos" University of Galați, 800008 Galati, Romania.
Mihaela MironDepartment of Computer Science and Information Technology, "Dunarea de Jos" University of Galați, 800008 Galati, Romania.ORCID 0000-0003-4536-1574
Alin-Ionut PiraianuDepartment of Morphological and Functional Sciences, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University of Galati, 35, Al. I. Cuza Street, 800216 Galati, Romania.ORCID 0000-0001-9664-2128
Adrian George DumitrascuDivision of Hospital Internal Medicine, Department of Medicine, Mayo Clinic Florida, 4500 San Pablo Rd S, Jacksonville, FL 32224, USA.ORCID 0000-0003-1557-9791
Iuliu FulgaDepartment of Medical, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University of Galati, 35, Al. I. Cuza Street, 800216 Galati, Romania.
Ana FulgaDepartment of Clinical Surgical, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University of Galati, 35, Al. I. Cuza Street, 800216 Galati, Romania.
Octavian Stefan PatrascanuFaculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AL Cuza St, 800010 Galati, Romania.ORCID 0000-0002-5853-393X
Doriana IancuFaculty of Medicine and Pharmacy, Dunarea de Jos University of Galati, 35 AL Cuza St, 800010 Galati, Romania.
Octavian Catalin CiobotaruDepartment of Clinical Surgical, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University of Galati, 35, Al. I. Cuza Street, 800216 Galati, Romania.ORCID 0000-0003-4568-5237
Oana Roxana CiobotaruDepartment of Clinical Medical, Faculty of Medicine and Pharmacy, "Dunarea de Jos" University of Galati, 35, Al. I. Cuza Street, 800216 Galati, Romania.ORCID 0000-0001-9173-6205

Funding

"Dunarea de Jos" University of Galati VAT RO50411550
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

angiography prioritizationcardiogenic shockearly triagemachine learningpredictive modelsSTEMI

Identifiers

PMID40507459
PMCPMC12156923

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.