{"id":"W2893634124","doi":"10.1016/j.cjca.2018.07.340","title":"CATHETER ABLATION OF ATRIAL FIBRILLATION IN HEART FAILURE WITH REDUCED EJECTION FRACTION: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Atrial fibrillation; Heart failure; Internal medicine; Cardiology; Sinus rhythm; Randomized controlled trial; Catheter ablation; Ablation; Meta-analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005040684,0.002203716,0.01507522,0.002898301,0.0005741636,0.002555351,0.001846658,0.002468671,0.004759227],"category_scores_gemma":[0.01737833,0.001340101,0.02609439,0.003766124,0.0006029868,0.001702017,0.001361042,0.002289461,0.0003635622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537347,"about_ca_system_score_gemma":0.002456676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006796653,"about_ca_topic_score_gemma":0.022681,"domain_scores_codex":[0.9963964,0.001148854,0.001345358,0.0005277084,0.0003892119,0.0001925471],"domain_scores_gemma":[0.9924662,0.005159,0.001502347,0.0002689484,0.0004685536,0.0001350185],"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":[0.00269009,0.00006374058,0.004981743,0.3388723,0.6381078,0.0001810271,0.0001085952,0.0003145471,0.0003455226,0.0001198844,0.0007335129,0.01348119],"study_design_scores_gemma":[0.0008980432,0.0001701711,0.003547092,0.01153917,0.9822273,0.00009246585,0.00003933975,0.00008634182,0.00005456005,0.0001234927,0.001196101,0.00002588511],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0053517,0.9933286,0.0003914993,0.0001253165,0.0001432732,0.0001555072,0.0002715869,0.00002065552,0.0002119626],"genre_scores_gemma":[0.1904533,0.8037333,0.002413379,0.001501768,0.0003533749,0.0004971555,0.000569135,0.00002920767,0.0004493332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01507522,"threshold_uncertainty_score":0.02665806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09421721584882549,"score_gpt":0.351125344489249,"score_spread":0.2569081286404236,"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."}}