{"id":"W2317950172","doi":"10.2174/1381612820666140825145357","title":"Utility of Anti-Arrhythmic Medications in ‘Lone Atrial Fibrillation’","year":2014,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Atrial fibrillation; Medicine; Sinus rhythm; Internal medicine; Cardiology; Quality of life (healthcare); Randomized controlled trial; Population","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":[0.0009440145,0.0006164793,0.001859094,0.003079296,0.0002532901,0.001050209,0.0006229612,0.001261294,0.003231491],"category_scores_gemma":[0.001853134,0.0002279874,0.001619767,0.002161323,0.0004475686,0.001137275,0.000598693,0.001274485,0.000435368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000495758,"about_ca_system_score_gemma":0.001083412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008764785,"about_ca_topic_score_gemma":0.002139517,"domain_scores_codex":[0.9994778,0.0001713837,0.000127033,0.00005588043,0.0001439533,0.00002407037],"domain_scores_gemma":[0.9986834,0.0009652257,0.0002105341,0.00002007763,0.00009745705,0.00002329268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000160278,0.00007332284,0.0003474024,0.1385081,0.0008381972,0.0002136412,0.000114494,0.0001797835,0.0006648521,0.003409038,0.01200855,0.8434823],"study_design_scores_gemma":[0.0002585723,0.0003714182,0.005651255,0.1662077,0.004533473,0.004824656,0.0003379103,0.0002662953,0.0008108721,0.00568914,0.8109902,0.00005844936],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009343462,0.9993319,0.00003134229,0.000151458,0.00004922756,0.000004566706,0.00001013183,0.000001268981,0.0003266327],"genre_scores_gemma":[0.001360856,0.9981596,0.0001044704,0.0001770861,0.00007033331,0.000007601693,0.00001396947,4.773435e-7,0.0001055836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003231491,"threshold_uncertainty_score":0.01081043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.358291633883035,"score_gpt":0.5049823003356988,"score_spread":0.1466906664526638,"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."}}