{"id":"W4210574800","doi":"10.1161/str.53.suppl_1.wp209","title":"Abstract WP209: Efficacy And Safety Of Early Anticoagulant Therapy Initiation In Patients With Acute Ischemic Stroke Related To Atrial Fibrillation: A Systematic Review And Meta-analysis","year":2022,"lang":"en","type":"review","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Stroke (engine); Observational study; Asymptomatic; Randomized controlled trial; Vitamin K antagonist; Confidence interval; Meta-analysis; Cardiology; Warfarin","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":[0.01375442,0.00263946,0.01906255,0.006308533,0.0005922043,0.003640228,0.00194506,0.002284608,0.005054559],"category_scores_gemma":[0.03600854,0.001434186,0.04237975,0.006347253,0.0007562566,0.001824098,0.00166522,0.002128198,0.000475461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223787,"about_ca_system_score_gemma":0.002860113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005264097,"about_ca_topic_score_gemma":0.008707115,"domain_scores_codex":[0.9887379,0.005485915,0.003336591,0.0009753067,0.001184158,0.0002800565],"domain_scores_gemma":[0.9781196,0.01511599,0.00404512,0.0006473924,0.001803272,0.0002686372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001476045,0.00002388532,0.002656863,0.3129348,0.6747895,0.00009734451,0.00005250055,0.0003657479,0.0001646849,0.00009950273,0.0006734962,0.006665502],"study_design_scores_gemma":[0.0005871984,0.0001208263,0.002735152,0.01975854,0.9752538,0.00007881231,0.0000220315,0.0001607161,0.00006929255,0.0001606986,0.001034281,0.00001869726],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006702242,0.9894944,0.0008717824,0.0003437674,0.0002839262,0.0005421187,0.001273415,0.00004990068,0.0004385207],"genre_scores_gemma":[0.2658994,0.7233379,0.003487285,0.001621622,0.0005524526,0.002164476,0.002161296,0.00007658097,0.0006988532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01906255,"threshold_uncertainty_score":0.07274115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08441536096433859,"score_gpt":0.3587821904065099,"score_spread":0.2743668294421713,"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."}}