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Comparative Effectiveness and Safety of Direct Oral Anticoagulants versus Warfarin in Patients with Atrial Fibrillation and Stage III Chronic Kidney Disease

2022· preprint· en· W4293567675 on OpenAlexafffundabout
Sylvie Perreault, Laurie‐Anne Boivin‐Proulx, Aurélie Lenglet, Ziad A. Massy, Marc Dorais

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsUniversité de Montréal
FundersRéseau Québécois de Recherche sur les Médicaments
KeywordsMedicineWarfarinApixabanRivaroxabanAtrial fibrillationHazard ratioInternal medicineKidney diseaseStroke (engine)Confidence intervalPopulationCohortLower riskProportional hazards model

Abstract

fetched live from OpenAlex

Aim: The effectiveness and safety of direct oral anticoagulants (DOACs) in atrial fibrillation (AF) patients with stage III chronic kidney disease (CKD) are still subject to debate. We therefore assessed and compared the effectiveness and safety of DOACs vs. warfarin in this population. Methods: A cohort of patients with an inpatient or outpatient code for AF and stage III CKD who were newly prescribed an oral anticoagulant (OAC) was created using administrative databases from the Quebec province of Canada between 2013 and 2017. The primary effectiveness outcome was a composite of ischemic stroke, systemic embolism, and death, whereas the primary safety outcome was a composite of major bleeding within a year of DOAC vs. warfarin initiation. Treatment groups were compared in an on-treatment analysis using inverse probability of treatment weighting and Cox proportional hazards. Results. A total of 8,899 included patients filled a new OAC claim: 3,335 for warfarin and 5,564 DOACs. Compared with warfarin, rivaroxaban 15 mg and 20 mg presented a similar effectiveness and safety composite risk. Apixaban 5.0 mg was associated with a lower effectiveness composite risk (Hazard ratio [HR] 0.76; 95% confidence interval [CI] 0.65–0.88) and a similar safety risk (HR 0.94; 95% CI 0.66–1.35), whereas apixaban 2.5 mg was associated with a similar effectiveness composite (HR 1.00; 95% CI 0.79–1.26) and a lower safety risk (HR 0.65; 95% CI 0.43–0.99). Conclusion: In comparison with warfarin, rivaroxaban and apixaban appear to be effective and safe in AF patients with stage III CKD.

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)0.004
metaresearch head score (Gemma)0.012
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.047
Threshold uncertainty score0.093

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.049
GPT teacher head0.341
Teacher spread0.292 · 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

Citations0
Published2022
Admission routes3
Has abstractyes

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