Evidence map›Paper›PMID 40428841›Full record

ArticleMedicina (Kaunas, Lithuania)2025

Analyzing Key Predictors of Postoperative Delirium Following Coronary Artery Bypass Grafting and Aortic Valve Replacement: A Machine Learning Perspective.

Marija Stošić, Velimir Perić, Dragan Milić, Milan Lazarević, Jelena Živadinović, Vladimir Stojiljković, Aleksandar Kamenov, Aleksandar Nikolić, Mlađan Golubović

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Medicina (Kaunas, Lithuania), 2025. 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.

Marija StošićClinic for Cardiac Surgery, University Clinical Center Nis, 18000 Nis, Serbia.ORCID 0000-0001-9921-8488
Velimir PerićClinic for Cardiac Surgery, University Clinical Center Nis, 18000 Nis, Serbia.ORCID 0000-0001-8690-4921
Dragan MilićClinic for Cardiac Surgery, University Clinical Center Nis, 18000 Nis, Serbia.ORCID 0000-0002-4283-4068
Milan LazarevićFaculty of Medicine, University of Nis, 18000 Nis, Serbia.ORCID 0000-0001-8898-948X
Jelena ŽivadinovićFaculty of Medicine, University of Nis, 18000 Nis, Serbia.ORCID 0000-0003-0230-6735
Vladimir StojiljkovićClinic for Cardiac Surgery, University Clinical Center Nis, 18000 Nis, Serbia.ORCID 0009-0001-2912-4459
Aleksandar KamenovClinic for Cardiac Surgery, University Clinical Center Nis, 18000 Nis, Serbia.ORCID 0009-0006-5939-8780
Aleksandar NikolićFaculty of Medicine, University of Nis, 18000 Nis, Serbia.
Mlađan GolubovićClinic for Cardiac Surgery, University Clinical Center Nis, 18000 Nis, Serbia.ORCID 0000-0001-5982-0159

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Coronary Artery BypassDeliriumHeart Valve Prosthesis ImplantationMachine LearningPostoperative ComplicationsAgedAortic ValveFemaleHumansLogistic ModelsMaleMiddle AgedRespiration, ArtificialRisk FactorsROC Curveaortic valve replacementcoronary artery bypassmachine learningpostoperative deliriumpredictive modeling

Identifiers

PMID40428841
PMCPMC12113078

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.