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Randomized Study of Aprotinin Effect on Transfusions and Blood Loss in Primary THA

2007· article· en· W39376714 on OpenAlexaff
Clifford W. Colwell, Jacques E. Chelly, John M. Murkin, David A. Stevens, Thomas J. O’Keefe, Richard Hall, Javad Parvizi

Bibliographic record

VenueClinical Orthopaedics and Related Research · 2007
Typearticle
Languageen
FieldMedicine
TopicBlood transfusion and management
Canadian institutionsGrand River HospitalWestern UniversityQueen Elizabeth II Health Sciences CentreLondon Health Sciences Centre
Fundersnot available
KeywordsMedicineAprotininBlood lossRandomized controlled trialTranexamic acidBlood transfusionBlood conservationSurgeryIntensive care medicineEmergency medicine

Abstract

fetched live from OpenAlex

A projected increase in total hip arthroplasties, shortfalls in blood availability, and awareness of complications of transfusion make blood management in orthopaedic surgery important. In a multicenter, randomized, double-blind, placebo-controlled study, we hypothesized use of aprotinin would reduce blood transfusions (any and allogeneic) and blood loss in total hip arthroplasty. Using an intent-to-treat approach, we recruited 393 patients stratified by preoperative autologous blood donation or none and then randomized them to receive aprotinin (176 patients receiving a 10,000 kallikrein inhibitor units [KIU] test dose, 2 million KIU load, 0.5 million KIU per hour) or placebo (177 patients). We assessed patients at baseline; postoperative days 1, 2, 3, and 7 (or discharge); and 6 +/- 2 weeks. Primary efficacy was percentage of patients having blood transfusion through day 7 or discharge. We based safety on reported adverse events. Aprotinin reduced transfusions by 46% (30 of 176 versus 56 of 177 patients). Aprotinin reduced the total number of any blood units and the number of allogeneic blood units transfused relative to placebo (48 versus 109 units and 30 versus 72 units, respectively). Serious complications were similar in the two groups (placebo, 11%; aprotinin, 10%). Our data suggest full-dose aprotinin is safe and effective in decreasing blood transfusion in total hip arthroplasty.

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)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.001

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 head0.057
GPT teacher head0.425
Teacher spread0.368 · 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 designRandomized 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

Citations17
Published2007
Admission routes1
Has abstractyes

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