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Left ventricular dysfunction, pulmonary congestion, or both and cardiovascular risk after acute myocardial infarction

2024· article· en· W4403805982 on OpenAlexafffundabout
J T Nunes, Y Chen, TinuolaO Odugbemi, Anne Chu, Jiming Fang, Shalane Basque, Ayodele Odutayo, H Adbel-Qadir, Dennis T. Ko, Lucas C. Godoy, Stuart B. Goodman, Dong Soo Lee, Jacob A. Udell

Bibliographic record

VenueEuropean Heart Journal · 2024
Typearticle
Languageen
FieldMedicine
TopicCardiovascular Function and Risk Factors
Canadian institutionsHealth Sciences CentreUniversity of TorontoSunnybrook Health Science CentreInstitute for Clinical Evaluative Sciences
FundersCanadian Institutes of Health Research
KeywordsMedicineCardiologyMyocardial infarctionInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background Patients with acute myocardial infarction (AMI) complicated by left ventricular systolic dysfunction (LVSD), pulmonary congestion, or both are at increased risk for adverse cardiovascular events, including long-term heart failure. The EMPACT-MI trial studied the efficacy and safety of early initiation of a sodium-glucose cotransporter-2 inhibitor (SGLT2i) in this population. We set out to evaluate the contemporary real-world risk associated with AMI presenting with LVSD and/or congestion and the projected impact of implementing early SGLT2i post-MI across the spectrum of risk. Purpose To evaluate the independent risk of presenting with LVSD, congestion, or both in patients with AMI. We will further explore the potential impact of the implementation of early initiation of SGLT2i in real-world clinical practice. Methods We conducted a retrospective population-based cohort study in Ontario, Canada, analyzing AMI hospitalizations from April 2009 to March 2022, emulating the EMPACT-MI trial cohort. Patients that survived to hospital discharge were stratified by baseline presentation with LVSD (defined as LVEF<50%), signs or symptoms of congestion or both and compared with a referent group without either risk factor (none). Exclusion criteria were previously established heart failure, prior SGLT2i use, eGFR < 20 ml/min/1.73m2 or chronic dialysis. The primary outcome was a composite of HF hospitalization or all-cause mortality at 30 days and 1 year. We used a multivariable logistic regression model to report an odds ratio (OR) and 95% confidence intervals (CI) adjusted for clinical risk factors. Results Among 36,837 AMI patients, 3% presented with congestion, 55% with LVSD, 10% with both, and 32% with none. Age/sex-adjusted 30-day event rates for the primary endpoint were 30%, 22%, 57%, and 7%, respectively. The corresponding adjusted ORs were 3.34 (95% CI: 2.05-5.46) for congestion, 3.58 (95% CI: 2.72-4.71) for LVSD, and 7.01 (95% CI: 5.09-9.65) for both, versus the reference group (none) (Figure 1). At year 1, a similar pattern of risk was observed (Figure 2). Based on the results of the EMPACT-MI trial being reported at the ACC conference in April 2024, relative and absolute risk differences in outcomes with implementation of early initiation of SGLT2i post-MI in real-world clinical practice across the spectrum of presentation will be reported. Conclusion Patients presenting with pulmonary congestion and/or LVSD remain at high risk of adverse cardiovascular events following AMI. This high-risk group represents an unmet need with a potential impact for improvement with novel interventions such as SGLT2i.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.151
Threshold uncertainty score0.300

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.013
GPT teacher head0.243
Teacher spread0.230 · 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 source (direct Gemma or distilled Codex), 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".

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Citations0
Published2024
Admission routes3
Has abstractyes

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