Evidence map›Paper›PMID 42418806›Full record

ArticleJournal of cardiovascular electrophysiology2026

Association of Diagnostic Code Priority With Identification of True Cardiac Arrest in Patients Presenting to the Emergency Department.

Paulomi Gohel, Aditi Naniwadekar, Krishna Kancharla, Aditya Bhonsale, Suresh Mulukutla, Floyd Thoma, Andrew Voigt, Alaa Shalaby, N A Mark Estes, Sandeep K Jain and 1 more

Abstract read
In one paragraph

Article in Journal of cardiovascular electrophysiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

11 authors.

Paulomi GohelHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Aditi NaniwadekarHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Krishna KancharlaHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Aditya BhonsaleHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Suresh MulukutlaHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Floyd ThomaHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Andrew VoigtHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Alaa ShalabyHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.ORCID 0000-0002-2000-7678
N A Mark EstesHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Sandeep K JainHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Samir SabaHeart and Vascular Institute and Division of Cardiology-Department of Medicine at the University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.ORCID 0000-0003-4669-803X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSudden cardiac arrest (SCA), a leading cause of mortality, is administratively coded as ventricular tachycardia (VT), ventricular fibrillation (VF), or unspecified SCA. Diagnostic codes are widely used in research, yet their accuracy in reflecting true SCA events is uncertain. The objective of this study is to evaluate the relationship between administrative diagnostic code rank (listing order) and the likelihood of true SCA in patients presenting to the emergency department (ED).

methodsFrom a database of 22 369 patients with VT/VF/SCA, we randomly selected 380 patients for detailed chart review. Diagnostic accuracy was confirmed when patients (1) had sustained a true VT/VF/SCA event during the index hospitalization and (2) when the event was not precipitated by non-cardiac causes.

resultsManual chart review for the 380 patients (age 71 ± 12 years, 53% women) confirmed that 65% experienced true VT/VF/SCA and 55% had an arrest unrelated to non-cardiac causes. Diagnostic accuracy was 100% at priority rank #1 and declined significantly at lower ranks. In the overall larger cohort of 22 369 patients, recurrence of VT/VF/SCA trended 3% lower (p = 0.086) and all-cause mortality was 5% higher (p < 0.001) with each diagnostic priority rank decrease, over a mean follow-up of 1.5 years.

conclusionDiagnostic codes show variable predictive accuracy for true VT/VF/SCA events, with the highest accuracy at priority rank #1. Higher-priority codes identify patients most likely to have true SCA, while lower-priority codes capture sick patients with other in-hospital events. These results have important implications for the interpretation of administrative health datasets.

Indexed as

Death, Sudden, CardiacEmergency Service, HospitalTachycardia, VentricularVentricular FibrillationAgedAged, 80 and overDatabases, FactualEmergency Room VisitsFemaleHumansMaleMiddle AgedPredictive Value of TestsRetrospective StudiesRisk Factorscardiac arrestdeathdiagnostic codehospitalizationventricular fibrillationventricular tachycardia

Identifiers

PMID42418806
PMCPMC13576566

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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.