{"id":"W3011517636","doi":"10.1016/s0735-1097(20)31128-1","title":"SINGLE ORAL DOSE ANTI-ARRHYTHMIC DRUGS FOR CARDIOVERSION OF RECENT-ONSET ATRIAL FIBRILLATION EPISODES: A SYSTEMATIC REVIEW AND NETWORK META-ANALYSIS","year":2020,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Cardioversion; Cardiology; Internal medicine","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":[0.004345168,0.002034864,0.01335933,0.003065522,0.0004302555,0.002078685,0.001630945,0.001868756,0.005141782],"category_scores_gemma":[0.01371351,0.001232456,0.02765962,0.003564929,0.0005130674,0.001500918,0.001469723,0.002354391,0.0003874747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501087,"about_ca_system_score_gemma":0.001741868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005596412,"about_ca_topic_score_gemma":0.01994788,"domain_scores_codex":[0.9965994,0.0011781,0.001155541,0.00052786,0.0003723321,0.0001669231],"domain_scores_gemma":[0.9935204,0.004235011,0.001498214,0.000238525,0.0003691492,0.0001386903],"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":[0.003234159,0.0000469184,0.004272399,0.274493,0.700729,0.0001186742,0.00007420111,0.0003162614,0.0002872093,0.0001073571,0.0008396654,0.01548126],"study_design_scores_gemma":[0.001516647,0.0002090007,0.004181419,0.01276473,0.9793391,0.0000781451,0.00003744309,0.0001134602,0.00006627208,0.0001477585,0.001518434,0.00002767277],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005787446,0.9924821,0.0004647632,0.0001327085,0.0002002816,0.0001455645,0.0004777439,0.00002808039,0.0002813257],"genre_scores_gemma":[0.200709,0.7934043,0.002192452,0.001573665,0.0003629598,0.000479843,0.000749265,0.00003644503,0.0004919873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01335933,"threshold_uncertainty_score":0.02297968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180493727674454,"score_gpt":0.3743285604236986,"score_spread":0.2562791876562532,"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."}}