Evidence map›Paper›PMID 42652585›Full record

ReviewJournal of clinical medicine2026

Recalibrating Risk: A Call for South Asian-Focused Heart Failure Prediction Models.

Nandini Nair, Dongping Du, Aiswarya J Pillai, Swarna Mahesh, Mrudula R Munagala, Howard J Eisen, Balakrishnan Mahesh

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review 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

7 authors.

Nandini NairDivision of Cardiology, Heart and Vascular Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA 17033, USA.ORCID 0000-0002-1243-4389
Dongping DuDepartment of Industrial, Manufacturing and Structural Engineering, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0000-0001-7095-6946
Aiswarya J PillaiDivision of Cardiology, Heart and Vascular Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA 17033, USA.
Swarna MaheshDivision of Cardiology, Heart and Vascular Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA 17033, USA.
Mrudula R MunagalaDivision of Cardiology, Miller School of Medicine, University of Miami, Miami, FL 33101, USA.ORCID 0000-0003-1937-7468
Howard J EisenDivision of Cardiology, Thomas Jefferson University, Philadelphia, PA 19107, USA.
Balakrishnan MaheshDivision of Cardiothoracic Surgery, Heart and Vascular Institute, Penn State Health Milton S. Hershey Medical Center, Hershey, PA 17033, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

dyslipidemia-related risk in South Asian Indiansgenetic determinants of heart disease in Indiansheart failureheart failure in IndiansIndian diasporarisk assessmentSouth Asian Indians

Identifiers

PMID42652585
PMCPMC13513729

What Socratic holds

Textmetadata
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.