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Record W4404039020 · doi:10.1681/asn.0000000000000495

Anticoagulation for Patients with Atrial Fibrillation Receiving Dialysis

2024· article· en· W4404039020 on OpenAlexafffundabout
Ziv Harel, Brendan Smyth, Sunil V. Badve, Daniel Blum, William Beaubien‐Souligny, Samuel A. Silver, Edward G. Clark, Rita S. Suri, Thomas A. Mavrakanas, Joanna Sasal, Bhanu Prasad, John W. Eikelboom, Karthik Tennankore, Claudio Rigatto, Ivana Prce, François Madore, Fabrice Mac‐Way, Andrew Steele, Yangmin Zeng, Michelle Sholzberg, Paul Dorian, Andrew T. Yan, Manish M. Sood, David J. Gladstone, Chia‐Lin Tseng, Abhijat Kitchlu, Michael Walsh, Danny Sapir, Matthew J. Oliver, Murali Krishnan, Mercedeh Kiaii, Nikki Wong, Sradha Kotwal, Rey Acedillo, Charmaine E. Lok, M. Lynn Weir, Ron Wald

Bibliographic record

VenueJournal of the American Society of Nephrology · 2024
Typearticle
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsThunder Bay Regional Health Sciences CentreRoyal Victoria Regional Health CentreWestern UniversityUniversity of TorontoSurrey Memorial HospitalUniversity of British ColumbiaLakeridge HealthUniversité LavalOakville-Trafalgar Memorial HospitalDalhousie UniversitySaskatchewan Science CentreUniversity of ManitobaUniversity Health NetworkHealth Sciences CentreSt. Joseph's HospitalOttawa HospitalMcMaster UniversityQueen's UniversityMcGill UniversityUniversity of SaskatchewanUniversité de MontréalSunnybrook Health Science CentreSt. Michael's Hospital
FundersCanadian Health Services Research Foundation
KeywordsApixabanMedicineAtrial fibrillationWarfarinRandomized controlled trialStroke (engine)DialysisPopulationRivaroxabanInternal medicineIntensive care medicineSurgery

Abstract

fetched live from OpenAlex

Key Points Is performing a large definitive trial to establish the optimal anticoagulation strategy in dialysis recipients with atrial fibrillation feasible? One hundred fifty-one patients at 28 dialysis centers were enrolled and randomized to apixaban ( n =51), warfarin ( n =52), or no oral anticoagulation ( n =48). Despite coronavirus disease–related pauses, recruitment was completed in 30 months, with 83% of participants completing follow-up in their assigned treatment arm. Background Atrial fibrillation is common in individuals receiving dialysis. The role of oral anticoagulation in this population is uncertain given its exclusion from previous seminal clinical trials. Our objective was to determine the feasibility of performing a large definitive trial to establish the optimal anticoagulation strategy in individuals with atrial fibrillation receiving dialysis. Methods The Strategies for the Management of Atrial Fibrillation in Patients Receiving Dialysis trial was a parallel-group, open-label, allocation-concealed, pilot randomized control trial that took place at 28 centers in Canada and Australia. The trial included adults (18 years or older) undergoing dialysis with a history of nonvalvular atrial fibrillation who met the CHADS-65 criteria. Participants were randomized 1:1:1 to receive dose-adjusted warfarin, apixaban 5 mg twice daily, or no oral anticoagulation and followed for 26 weeks. The primary outcomes evaluated the following measures of feasibility: ( 1 ) recruitment of the target population within 2 years from the start of the trial and ( 2 ) adherence of >80% of randomized patients to the allocated treatment strategy at the conclusion of follow-up. Secondary outcomes included stroke and bleeding. Results From December 2019 to June 2022, 151 patients were enrolled and randomized to apixaban ( n =51), warfarin ( n =52), or no oral anticoagulation ( n =48). Allowing for pauses related to the coronavirus disease pandemic, recruitment was completed in 30 months, and 123 (83%) of participants completed follow-up in their allocated treatment arm. There was one adjudicated stroke event. Eight participants had a major bleeding event (four warfarin, two apixaban, two no oral anticoagulation). Death occurred in 15 participants (nine warfarin, two apixaban, four no oral anticoagulation). Time in the therapeutic range for warfarin recipients was 58% (interquartile range, 47%–70%). Conclusions We have demonstrated the feasibility of recruitment and adherence in a trial that compared different anticoagulation strategies in patients with atrial fibrillation receiving dialysis. Clinical Trial registry name and registration number: Strategies for the Management of Atrial Fibrillation in Patients Receiving Dialysis (SAFE-D), NCT03987711. Podcast This article contains a podcast at https://dts.podtrac.com/redirect.mp3/www.asn-online.org/media/podcast/JASN/2025_04_09_ASN0000000000000495.mp3

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)0.009
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.046

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.000

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 head0.027
GPT teacher head0.315
Teacher spread0.287 · 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 designObservational
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

Citations15
Published2024
Admission routes3
Has abstractyes

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Same venueJournal of the American Society of NephrologySame topicAtrial Fibrillation Management and OutcomesFrench-language works237,207