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Record W4401555516 · doi:10.1016/j.rpth.2024.102546

Dual direct oral anticoagulant therapy in challenging thrombosis: a case series

2024· article· en· W4401555516 on OpenAlexaff
Nicholas L.J. Chornenki, Heather McPhaden, Erica A. Peterson, C. Benjamin Lai, Agnes Lee

Bibliographic record

VenueResearch and Practice in Thrombosis and Haemostasis · 2024
Typearticle
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineThrombosisOral anticoagulantVenous thrombosisIntensive care medicineDual (grammatical number)SurgeryWarfarinInternal medicineAtrial fibrillation

Abstract

fetched live from OpenAlex

Background: While anticoagulation therapy is highly effective at treating venous thromboembolism, some patients can develop rapidly progressive thrombosis in multiple organs or sites despite therapeutic anticoagulation. Effective strategies to manage life-threatening thrombosis in these patients are elusive. Objectives: We describe our experience using dual direct oral anticoagulant (DOAC) therapy with a factor (F)Xa inhibitor (such as rivaroxaban or apixaban) and a FIIa inhibitor (dabigatran) for refractory cases of thrombosis. Methods: A retrospective chart review of all patients treated with simultaneous dabigatran and an oral FXa inhibitor at our institution was conducted. We included all patients over the age of 18. The study was approved by the University of British Columbia Research Ethics Board (REB number: H23-02575). Results: Eight patients were included. All patients initiated standard therapeutic anticoagulation upon diagnosis of acute venous thromboembolism with a median of 3 breakthrough thrombotic events prior to dual DOAC use. Five patients had a positive heparin-induced thrombocytopenia screen, but only 2 had heparin-induced thrombocytopenia confirmed on serotonin release assay testing. There were no recurrent deep vein thrombosis, pulmonary embolism, or bleeding events during dual DOAC use. Most patients ultimately transitioned to a single oral FXa inhibitor. Conclusion: Dual DOAC therapy may be a useful strategy for managing challenging thrombosis cases resistant to conventional anticoagulation. Further research is warranted to validate these findings and explore the broader applicability of dual DOAC therapy in challenging thrombotic scenarios.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0030.002
Scholarly communication0.0020.002
Open science0.0020.002
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0020.001

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 head0.417
GPT teacher head0.516
Teacher spread0.099 · 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 designCase report
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

Citations1
Published2024
Admission routes1
Has abstractyes

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