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Record W4403524888 · doi:10.1016/j.cjca.2024.10.012

Transfusion in Anemic Patients With Acute Coronary Syndromes: A Population-Based Cohort Study

2024· article· en· W4403524888 on OpenAlexafffundvenueabout
Nikhil Mistry, C. David Mazer, Atul Sivaswamy, Olivia Haldenby, Peter C. Austin, Maneesh Sud, Gregory M. T. Hare, Nadine Shehata, Karim S. Ladha, Duminda N. Wijeysundera, Subodh Verma, Dennis T. Ko

Bibliographic record

VenueCanadian Journal of Cardiology · 2024
Typearticle
Languageen
FieldMedicine
TopicBlood transfusion and management
Canadian institutionsSinai Health SystemSunnybrook Health Science CentreInstitute for Clinical Evaluative SciencesSt. Michael's Hospital
FundersMinistry of Long-Term CareCanadian Institutes of Health ResearchHLS TherapeuticsUniversity of TorontoAmarin CorporationInstitute for Clinical Evaluative SciencesNovo NordiskSanofiPfizerWorld Bank GroupAmgenKementerian Kesihatan MalaysiaAstraZenecaEli Lilly and CompanyMinistry of Health, Ontario
KeywordsMedicineAcute coronary syndromeCohortInternal medicineCohort studyPopulationEmergency medicineIntensive care medicineCardiologyMyocardial infarctionEnvironmental health

Abstract

fetched live from OpenAlex

BACKGROUND: There is controversy surrounding the effectiveness of red blood cell (RBC) transfusion for treating anemia in patients hospitalized for acute coronary syndromes (ACS), particularly as hemoglobin (Hb) levels approach and drop below the range of moderate anemia. METHODS: This population-based cohort study followed all adults hospitalized for ACS who experienced an in-hospital nadir Hb between 6.0 and 8.9 g/dL between April 1, 2012, and March 31, 2021, in Ontario, Canada. Patients were excluded if they underwent coronary artery bypass graft surgery or had history of dementia, palliative care, or long-term care. Transfused patients were compared with nontransfused patients. The primary outcome was a composite of all-cause death and hospitalization for myocardial infarction (MI) within 30-days of hospital discharge. Overlap propensity score weighting was used to account for confounding and to emphasize the comparison in patients for whom there is clinical equipoise. RESULTS: This study included 7922 patients, of whom 3498 were transfused and 4424 were not transfused. In the propensity-weighted cohort, the mean nadir Hb for each group was 7.75 g/dL. The 30-day cumulative incidence rate for the primary outcome after application of propensity score weights was 28.6% in the transfusion group and 33.3% in the no-transfusion group (hazard ratio [HR], 0.83, 95% confidence interval [CI], 0.75-0.91), which persisted at 1 year after hospital discharge and across sensitivity analyses. CONCLUSIONS: In patients hospitalized for ACS who experience nadir Hb levels between 6.0 and 8.9g/dL, RBC transfusion was associated with a reduction in the composite event of all-cause death and hospitalization for MI within 30-days after hospital discharge.

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 score0.021
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.008
GPT teacher head0.233
Teacher spread0.225 · 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

Citations3
Published2024
Admission routes4
Has abstractyes

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