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Record W2282399611

Reversing anticoagulants both old and new.

2003· article· en· W2282399611 on OpenAlexaff
Theodore E. Warkentin, Mark Crowther

Bibliographic record

VenuePubMed · 2003
Typearticle
Languageen
FieldMedicine
TopicHeparin-Induced Thrombocytopenia and Thrombosis
Canadian institutionsHamilton Health SciencesHamilton Regional Laboratory Medicine Program
Fundersnot available
KeywordsFondaparinuxLepirudinBivalirudinArgatrobanMedicineAnticoagulantDiscovery and development of direct thrombin inhibitorsHeparinWarfarinAntithrombinVitamin K antagonistProthrombin complex concentratePharmacologySurgeryThrombinThrombosisInternal medicineVenous thromboembolismAtrial fibrillationPlatelet
DOInot available

Abstract

fetched live from OpenAlex

PURPOSE: Reversal of pharmacologic anticoagulation is an issue that arises when an anticoagulated patient has major bleeding or when a patient on chronic anticoagulant therapy requires urgent reversal of anticoagulation, for example, for surgery. SOURCE: We reviewed the literature to determine what strategies are available to reverse anticoagulation caused by older agents, such as warfarin or unfractionated heparin (UFH), as well as newer agents, for example, low-molecular-weight heparin, danaparoid, fondaparinux, lepirudin, and argatroban. PRINCIPAL FINDINGS: Specific "antidotes" exist for the "classic" anticoagulant agents: protamine sulfate for UFH, and vitamin K for warfarin. However, vitamin K only begins to reverse warfarin's anticoagulant effect by four to six hours, so urgent situations additionally require blood products, such as plasma (fresh frozen or cryosupermatant plasma), prothrombin complex concentrates, or, possibly, recombinant factor VIIa. A growing problem arises from the increasing use of new anticoagulants that lack specific antidotes. For example, protamine sulfate reverses only about 60% of the anti-factor Xa activity of low-molecular-weight heparin, has negligible effects on danaparoid (a mixture of anticoagulant glycosaminoglycans used to treat heparin-induced thrombocytopenia) and fondaparinux (a novel synthetic antithrombin-binding pentasaccharide with exclusive anti-factor Xa activity approved in the United States for antithrombotic prophylaxis following orthopedic surgery). The new direct thrombin inhibitors (e.g., lepirudin, bivalirudin, argatroban) also have no specific antidote. CONCLUSION: Newer anticoagulant agents generally lack specific antidotes. Thus, careful choice of an anticoagulant agent and laboratory monitoring where appropriate are needed to minimize risk of bleeding complications.

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)0.002
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0000.001
Scholarly communication0.0020.005
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.003

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 head0.079
GPT teacher head0.270
Teacher spread0.192 · 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
GenreReview

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

Citations98
Published2003
Admission routes1
Has abstractyes

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