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Record W2164320892 · doi:10.1093/eurheartj/ehu034

Heparin bridging in peri-procedural management of new oral anticoagulant: a bridge too far?

2014· letter· en· W2164320892 on OpenAlexaff
T. Vanassche, Mandy N. Lauw, Stuart J. Connolly, John W. Eikelboom

Bibliographic record

VenueEuropean Heart Journal · 2014
Typeletter
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsMcMaster UniversityPopulation Health Research Institute
Fundersnot available
KeywordsMedicineDabigatranRivaroxabanApixabanWarfarinAnticoagulantDosingAtrial fibrillationHeparinBleedLow molecular weight heparinSurgeryIntensive care medicineAnesthesiaInternal medicine

Abstract

fetched live from OpenAlex

This editorial refers to ‘Peri-interventional management of novel oral anticoagulants in daily care: results from the prospective Dresden NOAC registry’‡, by J. Beyer-Westendorf et al., on page 1888. The new oral anticoagulants (NOACs) are attractive alternatives to vitamin K antagonists (VKAs) for patients requiring long-term anticoagulation. NOACs are at least as effective and safe as warfarin while allowing convenient fixed dosing regimens.1,2 Moreover, due to their rapid onset and offset of action,3 NOACs have the potential to simplify the peri-procedural management of patients requiring interruption of anticoagulant treatment for elective interventions. Beyer-Westendorf and colleagues now report thrombotic and bleeding outcomes during the first 30 days after an elective procedure from a prospective registry of 2179 patients receiving long-term NOAC therapy for atrial fibrillation (81%), venous thrombo-embolism (17%), or other indications (2%).4 During an 18-month period, 595 patients underwent a total of 863 elective procedures. Most patients were taking rivaroxaban (76%) or dabigatran (23.5%), and only a minority (0.5%) was taking apixaban. Patients who underwent procedures without interruption of NOAC therapy did not experience major bleeding and had a non-major clinically relevant bleed rate of < 5%. Patients who underwent a procedure with interruption of NOAC therapy and who received bridging anticoagulation [40% of patients; most commonly with low molecular weight heparin (LMWH)] had similar rates of thrombotic events compared with those who did not receive bridging (1.6% vs. 0.8%, P = 0.265), but experienced a five-fold increase in major bleeding (2.7% vs. 0.5%, P = 0.01). Rates of non-major clinically relevant and minor bleeding were similar in the two treatment groups irrespective of the use of bridging. Multivariate analysis revealed that the type of procedure (major vs. non-major) was an independent predictor for both thrombotic events [odds ratio (OR) 7.3; 95% confidence interval (CI) 1.9–28.5] and major bleeding (OR 16.8; 95% CI 3.8–78.9). Bridging predicted major bleeding (OR 5.9; 95% CI 1.2–20.4) but did not appear to protect patients against thrombotic 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)0.003
metaresearch head score (Gemma)0.013
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.013
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0020.001
Science and technology studies0.0010.002
Scholarly communication0.0050.005
Open science0.0030.001
Research integrity0.0080.012
Insufficient payload (model declined to judge)0.0100.005

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 head0.157
GPT teacher head0.361
Teacher spread0.204 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations13
Published2014
Admission routes1
Has abstractyes

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