{"id":"W4386005987","doi":"10.1002/9781444309768.ch37","title":"Atrial Fibrillation: Antithrombotic Therapy","year":2009,"lang":"en","type":"other","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Antithrombotic; Medicine; Cardioversion; Atrial fibrillation; Embolus; Cardiology; Atrial flutter; Internal medicine; Warfarin; Natural history; Stroke (engine)","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":[0.001223072,0.00108802,0.00194567,0.003079485,0.0005306175,0.002343805,0.000869756,0.001730914,0.02556607],"category_scores_gemma":[0.004146996,0.0002963767,0.0008500937,0.004792214,0.0006677261,0.002223891,0.001038681,0.004044953,0.02112542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194719,"about_ca_system_score_gemma":0.002673469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751313,"about_ca_topic_score_gemma":0.007323215,"domain_scores_codex":[0.9988301,0.0003020203,0.0002927189,0.00009083892,0.0004191801,0.00006518374],"domain_scores_gemma":[0.9982154,0.0006409647,0.000357759,0.0000611739,0.0005851644,0.000139622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003084019,0.00007128443,0.0006587318,0.001848575,0.00002503214,0.0001382946,0.00007185469,0.0002074868,0.0001134405,0.005745193,0.698172,0.2929173],"study_design_scores_gemma":[0.00003529993,0.00003354137,0.002593653,0.005887112,0.00005221224,0.0008468577,0.00009080367,0.000132704,0.00007598704,0.004828069,0.9854091,0.00001471156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000733623,0.6536954,0.004012313,0.06547657,0.03663933,0.0002723215,0.002455932,0.0002670199,0.2364475],"genre_scores_gemma":[0.006164077,0.8017716,0.01038116,0.04186792,0.03605829,0.0003987452,0.003043022,0.0001444575,0.1001707],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02556607,"threshold_uncertainty_score":0.085527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667595507154859,"score_gpt":0.3478857745258988,"score_spread":0.2811262238104129,"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."}}