{"id":"W4364354038","doi":"10.1093/eurheartj/ehad200","title":"Outcomes of patients with atrial fibrillation and ischemic stroke while on oral anticoagulation","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Population Health Research Institute","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; National Institute on Aging; Uppsala Universitet; Akademiska Sjukhuset; Schweizerische Herzstiftung; Novo Nordisk; Hjärt-Lungfonden; Eisai; Svenska Sällskapet för Medicinsk Forskning; Sanofi; Abiomed; Daiichi-Sankyo; Zora Biosciences; Medicines Company; Intarcia Therapeutics; National Institutes of Health; Regeneron Pharmaceuticals; Boston Scientific Corporation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Alexion Pharmaceuticals; Brigham and Women's Hospital; Bayer HealthCare; GlaxoSmithKline; Daiichi Sankyo Europe; Servier; Bayer; AstraZeneca; Eli Lilly and Company; Samsung; Bristol-Myers Squibb; Heart and Stroke Foundation of Canada; Pfizer; Boehringer Ingelheim; Amgen; Medtronic; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Cardiology; Ischemic stroke; Internal medicine; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002858492,0.0003772171,0.001040001,0.0006427924,0.0004362947,0.0008886788,0.000408053,0.0007738021,0.0007850354],"category_scores_gemma":[0.008326804,0.0002050798,0.001251107,0.0008920307,0.0004007774,0.000830458,0.0005922989,0.0007709931,0.0001573633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003059089,"about_ca_system_score_gemma":0.0004431016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024756,"about_ca_topic_score_gemma":0.001292167,"domain_scores_codex":[0.997957,0.0008571882,0.0003167012,0.0003622585,0.0003041044,0.0002028316],"domain_scores_gemma":[0.9934255,0.001204627,0.004027728,0.0003406501,0.00039241,0.0006089619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002895728,0.0001646362,0.9901861,0.00007430386,0.0007249707,0.00008512166,0.0001131311,0.0002390823,0.0001961847,0.00003032725,0.000125265,0.00516523],"study_design_scores_gemma":[0.0002479466,0.002333765,0.9954607,0.00004222383,0.0004604346,0.0003952998,0.0001259829,0.0003814518,0.0001564043,0.0001368722,0.0002359778,0.00002285959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983741,0.0008467407,0.00009439865,0.0000674788,0.00001123073,0.00002063419,0.000314032,0.000002548224,0.0002688105],"genre_scores_gemma":[0.9986278,0.000268943,0.00009797897,0.00004606846,0.00003333265,0.00002891261,0.0008137656,0.000001156037,0.0000819655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002858492,"threshold_uncertainty_score":0.01511735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07590535300399365,"score_gpt":0.3260823490827978,"score_spread":0.2501769960788041,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}