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Abstract 12363: Statin Use and Severity of First Manifestation of Coronary Heart Disease Across Age and Sex

2021· article· en· W3216584492 on OpenAlexaff
Maria Bergami, Jinsung Yoon, Guiomar Mendieta, Saško Kedev, Marija Zdravkovic, Zorana Vasiljević, Davor Miličić, Olivia Manfrini, Mihaela van der Schaar, Chris P Gale, Lina Badimón, Edina Cenko, Raffaele Bugiardini

Bibliographic record

VenueCirculation · 2021
Typearticle
Languageen
FieldMedicine
TopicCardiovascular Disease and Adiposity
Canadian institutionsArtificial Intelligence in Medicine (Canada)
Fundersnot available
KeywordsMedicineStatinCardiologyDiseaseInternal medicineCoronary heart diseaseHydroxymethylglutaryl-CoA Reductase InhibitorsCoronary disease

Abstract

fetched live from OpenAlex

Introduction: We investigate whether treatment recommendations for statins in primary prevention of cardiovascular disease (CVD) based on sex, age and risk factors translate to better CV outcomes in current routine clinical care. Methods: We studied a propensity match-weighted cohort of 14,542 Caucasian patients presenting with a first manifestation of CVD from the International Survey of Acute Coronary Syndromes (ISACS) Archives databank (NCT04008173) . Main outcome measures were the incidence of ST segment elevation myocardial infarction (STEMI) and acute heart failure (HF) on hospital admission. Results: Prior statin use was associated with a significantly decreased rate of STEMI (absolute difference 10.2%; RR ratio, 0.64; 95%CI 0.58 to 0.71) and acute HF (absolute difference 4.3%; RR ratio 0.72, 95% CI 0.62 to 0.83). Benefits were not attenuated when controlling for age 75 years and older (RR ratios 0.59, 95% CI 0.46 to 0.75 for STEMI and 0.66, 95% CI 0.50 to 0.87 for HF). Statin therapy had no effect in patients with 10-year ASCVD risk threshold less than 10% (RR ratios:0.85,95%CI:0.66- 1.08 for STEMI and 0.85,95%CI:0.60-1.20 for HF). Reductions in major CV events with statins diminished with female sex (interaction p=0.0200 for STEMI, and 0.2180 for HF). Moreover, statin use determined a lower risk of 30-day mortality in patients presenting with HF on admission (5.2 % absolute risk reduction and a 29% relative risk reduction). Conclusions: Prevention statin therapy reduces the risk of STEMI and acute HF with benefit in mortality from HF. The most gain is attained in male sex and in subjects with 10-year ASCVD risk ≥10%

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)0.001
metaresearch head score (Gemma)0.003
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 score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.023
GPT teacher head0.273
Teacher spread0.250 · 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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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