{"id":"W2320592786","doi":"10.15420/aer.2014.3.3.194","title":"Stroke Prevention in Atrial Fibrillation – Outcomes and Future Directions","year":2014,"lang":"en","type":"article","venue":"Arrhythmia & Electrophysiology Review","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medtronic (Canada)","funders":"Daiichi Sankyo Europe","keywords":"Edoxaban; Medicine; Rivaroxaban; Apixaban; Dabigatran; Atrial fibrillation; Stroke (engine); Direct thrombin inhibitor; Warfarin; TIMI; Internal medicine; Intensive care medicine; Cardiology; Myocardial infarction; Thrombolysis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0122903,0.000990916,0.003552779,0.00231038,0.0008966949,0.004327056,0.001975771,0.005264761,0.01262169],"category_scores_gemma":[0.01658898,0.0004451109,0.001939012,0.002843024,0.001877666,0.007010953,0.001709291,0.006594481,0.002991182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130064,"about_ca_system_score_gemma":0.009862723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007334819,"about_ca_topic_score_gemma":0.01058731,"domain_scores_codex":[0.9961979,0.001632724,0.0005072612,0.0004334282,0.0007637097,0.0004650609],"domain_scores_gemma":[0.9802328,0.009630525,0.001747137,0.0004065766,0.005034515,0.002948396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009746308,0.0005830714,0.005828768,0.01586164,0.0007441455,0.0003010629,0.0003494012,0.0009495944,0.0001759066,0.02499014,0.2342576,0.7149841],"study_design_scores_gemma":[0.0006287451,0.002301239,0.02838173,0.1082923,0.001736592,0.001186035,0.002934413,0.002603075,0.0002292935,0.1164212,0.7349595,0.0003258066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007209887,0.8601201,0.0002885838,0.132958,0.003330955,0.0000202649,0.0002722419,0.00005049262,0.002238301],"genre_scores_gemma":[0.008467853,0.9562522,0.0008870714,0.02052995,0.01256207,0.00008453442,0.0004351768,0.00002141176,0.0007596784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01262169,"threshold_uncertainty_score":0.06499809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086866450948729,"score_gpt":0.319279567246149,"score_spread":0.2984109027366617,"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."}}