MétaCan
Menu
← Back to cohort

Abstract 11575: Comparative Effectiveness of Generic Atorvastatin and Lipitor® in Patients Hospitalized With an Acute Coronary Syndrome

2015· article· en· W2294328256 on OpenAlexaffabout
Cynthia A. Jackevicius, Jack V. Tu, Harlan M. Krumholz, Peter C. Austin, Joseph S. Ross, Thérèse A. Stukel, Maria Koh, Alice Chong, Dennis T. Ko

Bibliographic record

VenueCirculation · 2015
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsInstitute for Clinical Evaluative Sciences
Fundersnot available
KeywordsMedicineAtorvastatinAcute coronary syndromeInternal medicineCardiologyMyocardial infarction

Abstract

fetched live from OpenAlex

Introduction: After generic atorvastatin became available in Canada in June 2010, Ontario’s public prescription benefit program mandated universal substitution of Lipitor® to generic atorvastatin to reduce expenditures. Although generic medications are approved based on bioequivalence with brand-name medications, there remains substantial concern about their clinical effectiveness and safety. This policy change afforded a unique opportunity to compare clinical outcomes between patients with acute coronary syndrome (ACS) prescribed generic atorvastatin and Lipitor®. Methods: We assembled a population-based cohort of patients ≥65 years, discharged alive after an ACS hospitalization between 2008-2012, who were prescribed generic atorvastatin or Lipitor® within 7 days of discharge. Propensity score-matching on demographics, comorbidities, medical and invasive treatment, and physician and hospital characteristics was used to adjust for confounding. The primary outcome was death or recurrent ACS hospitalization at 1-year. Secondary outcomes included hospitalization for heart failure, stroke, new-onset diabetes, rhabdomyolysis, and renal failure. Results: In the 7,863 matched pairs (15,726 patients) of ACS patients, mean age was 76.9 years, 56.3% were male, 87.6% had a myocardial infarction and 12% had unstable angina, and all patients had complete follow-up. At 1-year, 17.7% of those prescribed generic atorvastatin and 17.7% prescribed Lipitor® experienced death or recurrent ACS (HR:1.00, 95%CI 0.93-1.08, p=0.94). Pre-specified subgroup analyses by age, sex, diabetes, atorvastatin dose, admission diagnosis, or generic product also found no difference between groups. No significant differences in secondary outcomes, including side effects, between treatment groups were observed. Conclusions: Among older adults discharged alive after ACS hospitalization, we found no significant difference in cardiovascular outcomes or side effects in patients prescribed generic atorvastatin compared with those prescribed Lipitor® at 1 year. Our findings support the use of generic atorvastatin in ACS, which could lead to substantial cost saving for patients and healthcare plans without diminishing population clinical effectiveness.

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)0.004
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.277
Teacher spread0.253 · 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 designNon-randomized trial
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
Published2015
Admission routes2
Has abstractyes

Explore more

Same venueCirculation→Same topicLipoproteins and Cardiovascular Health→French-language works237,207→