{"id":"W2913815352","doi":"10.1186/s12872-019-0998-2","title":"Catheter ablation for atrial fibrillation in heart failure with reduced ejection fraction: a systematic review and meta-analysis of randomized controlled trials","year":2019,"lang":"en","type":"review","venue":"BMC Cardiovascular Disorders","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Ejection fraction; Atrial fibrillation; Cardiology; Heart failure; Internal medicine; Catheter ablation; Randomized controlled trial; Confidence interval; Clinical endpoint; Ablation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01674368,0.0005718709,0.06035855,0.001278532,0.00004752903,0.00004659897,0.00006086406,0.0003081045,0.00005550838],"category_scores_gemma":[0.006439659,0.0003119598,0.06457144,0.001025877,0.0000399595,0.0001395794,0.00002016036,0.0001288801,0.000004125494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062428,"about_ca_system_score_gemma":0.0001614839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005549024,"about_ca_topic_score_gemma":0.00005276503,"domain_scores_codex":[0.9895818,0.005113267,0.003780421,0.0006143767,0.0007259814,0.0001841736],"domain_scores_gemma":[0.9913343,0.004767194,0.002788433,0.0008142625,0.0002458804,0.00004998808],"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":[0.004211209,0.000002975608,0.00002824418,0.4101873,0.583506,9.161793e-8,0.00001050607,0.0016137,2.397794e-8,0.00001763501,0.00001124096,0.0004110455],"study_design_scores_gemma":[0.07285826,0.0000551022,0.000005857567,0.01252071,0.9003851,0.000004107202,0.00002564821,0.0003277566,3.154103e-8,0.000009525191,0.01355036,0.0002575026],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000412319,0.9399453,0.006229821,0.0001607712,0.00008972859,0.05348798,0.00002618696,0.00002769146,0.00002842156],"genre_scores_gemma":[0.0001900624,0.9971282,0.0008674686,0.00001542025,0.000202314,0.0008938093,0.0004225061,0.00005565215,0.0002245122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3976666,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054667619575729,"score_gpt":0.3683462130008463,"score_spread":0.2628794510432734,"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."}}