Evidence map›Paper›PMID 41817261›Full record

ArticleJACC. Case reports2026

The Cardiac Rehabilitation Referral Improvement in a Safety-Net Population (CRISP) Initiative.

Morgan Burke, Arnold Gan, Stephanie Jinno, Brandon Ge, Satish Balasubramanian, Emily Zern, Grace Chen, Samuel S Gordon

Abstract readCase Reports
In one paragraph

Article in JACC. Case reports, 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

8 authors.

Morgan BurkeInternal Medicine, Los Angeles General Medical Center, Los Angeles, California, USA. Electronic address: Morgan.Burke@med.usc.edu.
Arnold GanInternal Medicine, Los Angeles General Medical Center, Los Angeles, California, USA.
Stephanie JinnoInternal Medicine, Los Angeles General Medical Center, Los Angeles, California, USA.
Brandon GeInternal Medicine, Los Angeles General Medical Center, Los Angeles, California, USA.
Satish BalasubramanianDivision of Cardiology, Rancho Los Amigos National Rehabilitation Center, Los Angeles, California, USA.
Emily ZernDivision of Cardiology, Los Angeles General Medical Center, Los Angeles, California, USA.
Grace ChenDivision of Cardiology, Rancho Los Amigos National Rehabilitation Center, Los Angeles, California, USA.
Samuel S GordonDivision of Cardiology, Los Angeles General Medical Center, Los Angeles, California, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCardiac rehabilitation (CR) reduces morbidity and mortality after myocardial infarction, yet referral rates remain low, especially in safety-net hospitals and among women. CASE SUMMARY: At Los Angeles General Medical Center, baseline CR referral was <25%, with marked sex-based disparities. Despite access to a county-affiliated CR facility, women were substantially under-referred. To address this, we launched the Cardiac Rehabilitation in a Safety-Net Population (CRISP) initiative, combining provider education, workflow tools, and a referral-tracking pipeline. In the year after implementation, referrals rose from 12.9% to a peak of 58.8%, averaging 43.8%-a 31% absolute increase and 3.4-fold improvement. DISCUSSION: The CRISP initiative demonstrates that sustainable infrastructure and provider awareness can markedly improve CR referral in underserved settings. However, women continued to be referred at lower rates (26.0% vs 45.5% for men), underscoring the need for targeted interventions and automated referral pathways. TAKE-HOME MESSAGE: System-level tools can improve CR access, but deliberate strategies are required to achieve equity.

Indexed as

cardiac rehabilitationgender disparitiesmyocardial infarctionpercutaneous coronary intervention (PCI)safety-net hospitalssecondary prevention

Identifiers

PMID41817261
PMCPMC13002508

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.