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Record W4413135857 · doi:10.1016/j.cjco.2025.07.005

Outcomes of Non-ST Elevation Myocardial Infarction Patients by Presentation Site: Rural, Urban Community, or Specialized Cardiac Hospital

2025· article· en· W4413135857 on OpenAlexafffundabout
Evan J. Wiens, Kristal L. Kawa, Silvia J. Leon, Reid Whitlock, Setor K. Kunutsor, Navdeep Tangri, Ashish H. Shah

Bibliographic record

VenueCJC Open · 2025
Typearticle
Languageen
FieldMedicine
TopicAcute Myocardial Infarction Research
Canadian institutionsUniversity of ManitobaSeven Oaks General HospitalUniversity of Alberta
FundersManitoba Centre for Health Policy, University of ManitobaUniversity of Manitoba
KeywordsPresentation (obstetrics)MedicineMyocardial infarctionInternal medicineCardiologyST elevationElevation (ballistics)Medical emergencyEmergency medicineSurgeryEngineering

Abstract

fetched live from OpenAlex

Background Although delays in treatment are known to worsen outcomes in ST-elevation myocardial infarction, their effect in non-ST-elevation myocardial infarction (NSTEMI) is less clear. Care quality and timely revascularization should be comparable across presentation sites to optimize patient outcomes. Methods Using the Manitoba Centre for Health Policy data, we retrospectively analyzed adult NSTEMI patients who underwent cardiac catheterization and revascularization from January 2001 to March 2021. Patients were grouped by initial presentation site—rural hospital, urban noncardiac hospital, or specialized cardiac centre. We assessed in-hospital, 1-year, and long-term outcomes. Results Of 30,817 NSTEMI patients, 19,482 underwent catheterization, and 12,567 received revascularization. Distribution by site was as follows: 44% at cardiac centres, 28.5% at urban noncardiac hospitals, and 27.5% at rural hospitals. Urban noncardiac hospital patients experienced significantly higher cardiovascular mortality in-hospital (hazard ratio [HR] 1.64; 95% confidence interval [CI] 1.09-2.47), at 1 year (HR 1.30; 95% CI 1.11-1.53), and over an average 6.65-year follow-up period (HR 1.15; 95% CI 1.07-1.24). Rural hospital patients showed a lower mortality incidence, potentially due to selection bias if critically ill patients did not survive the transfer. Both rural and urban noncardiac cohorts had elevated rates of major adverse cardiovascular events at all follow-up intervals. Time to catheterization was notably delayed for nonspecialized sites (cardiac centre, 0.83 ± 1.90 vs urban noncardiac 3.20 ± 3.05 vs rural, 3.09 ± 2.56 days; P < 0.001). Conclusions NSTEMI patients presenting to rural and urban nonspecialized hospitals experience worse short- and long-term outcomes, including increased incidence of major adverse cardiovascular events and mortality. These findings highlight the need for strategies to reduce disparities in access to specialized cardiac care.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.340
Threshold uncertainty score0.729

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.355
Teacher spread0.335 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes3
Has abstractyes

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