Evidence map›Paper›PMID 42347046›Full record

ArticleMethods and protocols2026

Cumulative Frameworks as a Pragmatic Alternative to Multivariable Modeling in Rare-Event Clinical Settings: A Coronary Care Unit Case Study.

Daniela Mirela Vîrtosu, Simina Crișan, Oana Pătru, Angela Dragomir, Silvia Luca, Ruxandra-Maria Băghină, Mihai-Andrei Lazăr, Alina-Ramona Cozlac, Stela Iurciuc, Constantin Tudor Luca

Abstract read
In one paragraph

Article in Methods and protocols, 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

10 authors.

Daniela Mirela VîrtosuDoctoral School, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Simina CrișanInstitute of Cardiovascular Diseases Timisoara, 13A Gheorghe Adam Street, 300310 Timisoara, Romania.ORCID 0000-0002-8760-5605
Oana PătruDoctoral School, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0009-0006-6510-5921
Angela DragomirInstitute of Cardiovascular Diseases Timisoara, 13A Gheorghe Adam Street, 300310 Timisoara, Romania.
Silvia LucaDoctoral School, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0009-0005-0859-2498
Ruxandra-Maria BăghinăDoctoral School, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Mihai-Andrei LazărInstitute of Cardiovascular Diseases Timisoara, 13A Gheorghe Adam Street, 300310 Timisoara, Romania.
Alina-Ramona CozlacInstitute of Cardiovascular Diseases Timisoara, 13A Gheorghe Adam Street, 300310 Timisoara, Romania.
Stela IurciucCardiology Department, "Victor Babes" University of Medicine and Pharmacy, 2 Eftimie Murgu Sq., 300041 Timisoara, Romania.ORCID 0000-0003-3536-6099
Constantin Tudor LucaInstitute of Cardiovascular Diseases Timisoara, 13A Gheorghe Adam Street, 300310 Timisoara, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

clinical risk stratificationcoronary care unitcumulative frameworkevents per variablehealthcare-associated infectionsoverfittingrare-event modeling

Identifiers

PMID42347046
PMCPMC13306005

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.