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Record W2803966697 · doi:10.1056/nejmoa1802686

Rivaroxaban for Stroke Prevention after Embolic Stroke of Undetermined Source

2018· letter· en· W2803966697 on OpenAlexaff
Robert G. Hart, Mukul Sharma, Hardi Mundl, Scott E. Kasner, Shrikant I. Bangdiwala, Scott D. Berkowitz, Balakumar Swaminathan, Pablo M. Lavados, Yongjun Wang, Yilong Wang, Antonio Dávalos, N. А. Shamalov, Robert Mikulík, Luís Cunha, Arne Lindgren, Antonio Araúz, Wilfried Lang, Anna Członkowska, Jens Eckstein, Rubens José Gagliardi, Pierre Amarenco, Sebastián F. Ameriso, Turgut Tatlisumak, Roland Veltkamp, Graeme J. Hankey, Danilo Toni, Dániel Bereczki, Shinichiro Uchiyama, George Ntaios, Byung‐Woo Yoon, Raf Brouns, Matthias Endres, Keith W. Muir, Natan M. Bornstein, Şerefnur Öztürk, Martin O’Donnell, Matthys M. De Vries Basson, Guillaume Paré, Calin Pater, Bodo Kirsch, Patrick Sheridan, Gary Peters, Jeffrey I. Weitz, W. Frank Peacock, Ashkan Shoamanesh, Oscar Benavente, Campbell Joyner, Ellison Themeles, Stuart J. Connolly

Bibliographic record

VenueNew England Journal of Medicine · 2018
Typeletter
Languageen
FieldMedicine
TopicAcute Ischemic Stroke Management
Canadian institutionsHealth Sciences CentreUniversity of TorontoSunnybrook Health Science CentreMcMaster UniversityPopulation Health Research InstituteUniversity of British ColumbiaImpactThrombosis and Atherosclerosis Research Institute
FundersJanssen Research and DevelopmentBayer
KeywordsRivaroxabanEmbolic strokeStroke (engine)MedicineCardiologyInternal medicineAtrial fibrillationIschemic strokeWarfarin

Abstract

fetched live from OpenAlex

BACKGROUND: Embolic strokes of undetermined source represent 20% of ischemic strokes and are associated with a high rate of recurrence. Anticoagulant treatment with rivaroxaban, an oral factor Xa inhibitor, may result in a lower risk of recurrent stroke than aspirin. METHODS: We compared the efficacy and safety of rivaroxaban (at a daily dose of 15 mg) with aspirin (at a daily dose of 100 mg) for the prevention of recurrent stroke in patients with recent ischemic stroke that was presumed to be from cerebral embolism but without arterial stenosis, lacune, or an identified cardioembolic source. The primary efficacy outcome was the first recurrence of ischemic or hemorrhagic stroke or systemic embolism in a time-to-event analysis; the primary safety outcome was the rate of major bleeding. RESULTS: A total of 7213 participants were enrolled at 459 sites; 3609 patients were randomly assigned to receive rivaroxaban and 3604 to receive aspirin. Patients had been followed for a median of 11 months when the trial was terminated early because of a lack of benefit with regard to stroke risk and because of bleeding associated with rivaroxaban. The primary efficacy outcome occurred in 172 patients in the rivaroxaban group (annualized rate, 5.1%) and in 160 in the aspirin group (annualized rate, 4.8%) (hazard ratio, 1.07; 95% confidence interval [CI], 0.87 to 1.33; P=0.52). Recurrent ischemic stroke occurred in 158 patients in the rivaroxaban group (annualized rate, 4.7%) and in 156 in the aspirin group (annualized rate, 4.7%). Major bleeding occurred in 62 patients in the rivaroxaban group (annualized rate, 1.8%) and in 23 in the aspirin group (annualized rate, 0.7%) (hazard ratio, 2.72; 95% CI, 1.68 to 4.39; P<0.001). CONCLUSIONS: Rivaroxaban was not superior to aspirin with regard to the prevention of recurrent stroke after an initial embolic stroke of undetermined source and was associated with a higher risk of bleeding. (Funded by Bayer and Janssen Research and Development; NAVIGATE ESUS ClinicalTrials.gov number, NCT02313909 .).

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)0.003
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: Commentary · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.021
GPT teacher head0.288
Teacher spread0.267 · 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

Citations1,010
Published2018
Admission routes1
Has abstractyes

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