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Abstract 10489: CVSA Early Career Investigator Award Finalist: Restrictive or Liberal Transfusion for Acute Coronary Syndromes - Insights From the TRICS-III Randomized Controlled Trial, Systematic Review, and Meta-Analysis

2022· article· en· W4380793466 on OpenAlexaff
Nikhil Mistry, Gregory M. T. Hare, Nadine Shehata, Fábio de Vasconcelos Papa, Robert S. Kramer, Tarit Saha, Subodh Verma, C. David Mazer

Bibliographic record

VenueCirculation · 2022
Typearticle
Languageen
FieldMedicine
TopicCardiac and Coronary Surgery Techniques
Canadian institutionsKingston Health Sciences CentreMount Sinai HospitalSt. Michael's Hospital
Fundersnot available
KeywordsMedicineMaceRandomized controlled trialSubgroup analysisContext (archaeology)Cardiopulmonary bypassPopulationInternal medicineMeta-analysisCardiologyPercutaneous coronary interventionIntensive care medicineSurgeryMyocardial infarction

Abstract

fetched live from OpenAlex

Introduction: The optimal transfusion strategy for patients with ACS is unclear. Current data are inconclusive and there is a paucity of long term data; therefore, we performed a subgroup analysis of patients with AMI in the Transfusion Thresholds in Cardiac Surgery (TRICS-III) randomized controlled trial (RCT) to add evidence addressing this important clinical question, and interpret the results in the context of a systematic review and meta-analysis. Methods: The TRICS-III trial randomized patients undergoing cardiac surgery on cardiopulmonary bypass with a moderate-to-high risk of death to restrictive transfusion (transfuse at hemoglobin <7.5g/dL) or a liberal strategy (operating room and ICU: transfuse at hemoglobin <9.5g/dL; ward: <8.5g/dL). AMI patients were those undergoing coronary artery bypass graft surgery with a recent MI and ≥1 of the following enrichment criteria: unstable angina, critical preoperative state, preoperative intra aortic balloon pump, and/or emergency surgery. The primary outcome for this analysis was MACE (all-cause death, MI, and revascularization) at 6 months. The MEDLINE and EMBASE databases were searched through April 2022 to identify RCTs evaluating restrictive versus liberal transfusion in patients with ACS. The primary outcome was MACE at the longest available timepoint. Results: In the TRICS AMI population (N=194), a restrictive transfusion strategy did not increase the risk of MACE (OR: 1.36; 95% CI: 0.57-3.27). Three additional RCTs met eligibility criteria for the systematic review yielding a total of 1015 patients. The transfusion strategies were similar across all studies. After synthesizing the data, restrictive transfusion was associated with a trend toward an increased absolute risk of MACE (4%; 95% CI, -1 to 9%) and MI (3%; 95% CI, 0 to 6%) at the longest available timepoint (Figure). Conclusion: In the setting of ACS, liberal transfusion strategies may reduce the risk of long term adverse cardiovascular events.

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)0.019
metaresearch head score (Gemma)0.045
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.019
Threshold uncertainty score0.099

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.045
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0090.009
Bibliometrics0.0030.004
Science and technology studies0.0000.001
Scholarly communication0.0040.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0180.001

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 head0.051
GPT teacher head0.295
Teacher spread0.244 · 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 designMeta-analysis
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
Published2022
Admission routes1
Has abstractyes

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