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Record W4387568171 · doi:10.1016/s1474-4422(23)00315-0

Effects of oral anticoagulation in people with atrial fibrillation after spontaneous intracranial haemorrhage (COCROACH): prospective, individual participant data meta-analysis of randomised trials

2023· review· en· W4387568171 on OpenAlexafffund
Rustam Al‐Shahi Salman, Jacqueline Stephen, Jayne F. Tierney, Steff Lewis, David E. Newby, Adrian Parry‐Jones, Phil White, Stuart J. Connolly, Oscar Benavente, Dar Dowlatshahi, Charlotte Cordonnier, Catherine M. Viscoli, Kevin N. Sheth, Hooman Kamel, Roland Veltkamp, Kristin T Larsen, Jeannette Hofmeijer, Henk Kerkhoff, Floris H.B.M. Schreuder, Ashkan Shoamanesh, Catharina J.M. Klijn, H. Bart van der Worp, Didier Klug, Barbara Casolla, Laurent Puy, Morgane Coffee, Grégory Kuchcinski, Julien Labreuche, Koen M. van Nieuwenhuizen, Ale Algra, Isabelle C. Van Gelder, L. Jaap Kappelle, Gabriël J.E. Rinkel, Roger E. G. Schutgens, Pooja Khatri, Robin Conwit, Guido J. Falcone, Jordan Elm, Craig S. Anderson, Lili Song, Jeyaraj Pandian, Robert G. Hart, Mukul Sharma, Hany Aref, Wadea Tarhuni, J. Martí Fàbregas, Hans‐Christoph Diener, Matthias Endres, Robin Lemmens, Sun U. Kwon, Byung‐Chul Lee, Sebastián F. Ameriso, Truman J. Milling, Scott E. Kasner, Robert Mikulík, Denis Xavier, Ronny Beer, Danilo Toni, Jens Eckstein, David Seiffge, José M. Ferro, Georgios Tsivgoulis, Sanjib Kumar Sharma, Chia Wei-Liou, Stefan H. Hohnloser, Aristeidis H. Katsanos, Jackie Bosch, Jeff S. Healey, John W. Eikelboom, Alexander V. Khaw, David J. Gladstone, Aleksandra Pikula, Shelagh B. Coutts, Eric E. Smith, Kenneth Butcher, Thalia S. Field, Laura Gioia, Christian Stapf, Omid Halse, Peter Ringleb, Christian Enzinger, Igor Sibon, Joan Montaner, Valeria Caso, Peter U. Heuschmann, Gregory Y.H. Lip, Walter E. Haefeli, Stefanie Debette, Martin Dennis, Torgeir Bruun Wyller, Ole Morten Rønning, Helle Eilertsen, Hege Ihle‐Hansen, Else Charlotte Sandset, Johanna Pennlert, Eva‐Lotta Glader, Christina Kruuse, Per Wester, Maria Carlsson, Elisabeth Forfang

Bibliographic record

VenueThe Lancet Neurology · 2023
Typereview
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsOttawa HospitalWilfrid Laurier UniversityUniversity of OttawaOkanagan University CollegeUniversity of British Columbia, Okanagan CampusUniversity of British ColumbiaHamilton Health SciencesMcMaster UniversityPopulation Health Research Institute
FundersNational Institute on Minority Health and Health DisparitiesUniversity of EdinburghNational Institute of Nursing ResearchNational Institute of Neurological Disorders and StrokeMedical Research CouncilNovo Nordisk FondenChest Heart and Stroke ScotlandNational Heart, Lung, and Blood InstituteHeart and Stroke Foundation of CanadaHartstichtingNational Institute of Biomedical Imaging and BioengineeringBritish Heart Foundation
KeywordsAtrial fibrillationMedicineMeta-analysisProspective cohort studyInternal medicineCardiology

Abstract

fetched live from OpenAlex

Background The safety and efficacy of oral anticoagulation for prevention of major adverse cardiovascular events in people with atrial fibrillation and spontaneous intracranial haemorrhage are uncertain. We planned to estimate the effects of starting versus avoiding oral anticoagulation in people with spontaneous intracranial haemorrhage and atrial fibrillation. Methods In this prospective meta-analysis, we searched bibliographic databases and trial registries using the strategies of a Cochrane systematic review (CD012144) on June 23, 2023. We included clinical trials if they were registered, randomised, and included participants with spontaneous intracranial haemorrhage and atrial fibrillation who were assigned to either start long-term use of any oral anticoagulant agent or avoid oral anticoagulation (ie, placebo, open control, another antithrombotic agent, or another intervention for the prevention of major adverse cardiovascular events). We assessed eligible trials using the Cochrane Risk of Bias tool. We sought data for individual participants who had not opted out of data sharing from chief investigators of completed trials, pending completion of ongoing trials in 2028. The primary outcome was any stroke or cardiovascular death. We used individual participant data to construct a Cox regression model of the time to the first occurrence of outcome events during follow-up in the intention-to-treat dataset supplied by each trial, followed by meta-analysis using a fixed-effect inverse-variance model to generate a pooled estimate of the hazard ratio (HR) with 95% CI. This study is registered with PROSPERO, CRD42021246133. Findings We identified four eligible trials; three were restricted to participants with atrial fibrillation and intracranial haemorrhage (SoSTART [NCT03153150], with 203 participants) or intracerebral haemorrhage (APACHE-AF [NCT02565693], with 101 participants, and NASPAF-ICH [NCT02998905], with 30 participants), and one included a subgroup of participants with previous intracranial haemorrhage (ELDERCARE-AF [NCT02801669], with 80 participants). After excluding two participants who opted out of data sharing, we included 412 participants (310 [75%] aged 75 years or older, 249 [60%] with CHA 2 DS 2 -VASc score ≤4, and 163 [40%] with CHA 2 DS 2 -VASc score >4). The intervention was a direct oral anticoagulant in 209 (99%) of 212 participants who were assigned to start oral anticoagulation, and the comparator was antiplatelet monotherapy in 67 (33%) of 200 participants assigned to avoid oral anticoagulation. The primary outcome of any stroke or cardiovascular death occurred in 29 (14%) of 212 participants who started oral anticoagulation versus 43 (22%) of 200 who avoided oral anticoagulation (pooled HR 0·68 [95% CI 0·42–1·10]; I 2 =0%). Oral anticoagulation reduced the risk of ischaemic major adverse cardiovascular events (nine [4%] of 212 vs 38 [19%] of 200; pooled HR 0·27 [95% CI 0·13–0·56]; I 2 =0%). There was no significant increase in haemorrhagic major adverse cardiovascular events (15 [7%] of 212 vs nine [5%] of 200; pooled HR 1·80 [95% CI 0·77–4·21]; I 2 =0%), death from any cause (38 [18%] of 212 vs 29 [15%] of 200; 1·29 [0·78–2·11]; I 2 =50%), or death or dependence after 1 year (78 [53%] of 147 vs 74 [51%] of 145; pooled odds ratio 1·12 [95% CI 0·70–1·79]; I 2 =0%). Interpretation For people with atrial fibrillation and intracranial haemorrhage, oral anticoagulation had uncertain effects on the risk of any stroke or cardiovascular death (both overall and in subgroups), haemorrhagic major adverse cardiovascular events, and functional outcome. Oral anticoagulation reduced the risk of ischaemic major adverse cardiovascular events, which can inform clinical practice. These findings should encourage recruitment to, and completion of, ongoing trials. Funding British Heart Foundation.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.212
Threshold uncertainty score0.853

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0110.002
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.386
GPT teacher head0.433
Teacher spread0.047 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designMeta-analysis
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

Citations63
Published2023
Admission routes2
Has abstractyes

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