{"id":"W3093943051","doi":"10.1093/europace/euaa217","title":"Atrial fibrillation ablation in heart failure: What do we know? What can we do?","year":2020,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Ejection fraction; Cardiology; Sinus rhythm; Internal medicine; Catheter ablation; Heart failure; Ablation; Stroke (engine); Randomized controlled trial","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":[0.001751299,0.0009000439,0.004071524,0.002260041,0.0003574413,0.001872375,0.00121308,0.001766061,0.004620228],"category_scores_gemma":[0.004277366,0.0004154441,0.001943391,0.002556038,0.0004823073,0.002117736,0.0007689089,0.002059121,0.0009369499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007931023,"about_ca_system_score_gemma":0.00253504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210251,"about_ca_topic_score_gemma":0.006908191,"domain_scores_codex":[0.9994087,0.0002013314,0.0001315021,0.00006316163,0.0001522006,0.00004302536],"domain_scores_gemma":[0.9976714,0.001675072,0.0002748998,0.00003540526,0.0002723997,0.00007091583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001746253,0.00004859056,0.0002313632,0.1879567,0.001137184,0.0001005548,0.0001402512,0.0001993617,0.0002440999,0.001886834,0.01811481,0.7897656],"study_design_scores_gemma":[0.000210417,0.0002664145,0.003133411,0.3532463,0.005487266,0.001017159,0.0004463888,0.0002093707,0.0001794659,0.004903304,0.6308425,0.00005811221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003629712,0.9992402,0.00001907003,0.0004404559,0.00009160076,0.00000326505,0.00001166101,0.000001738217,0.0001558529],"genre_scores_gemma":[0.0003999827,0.9991238,0.00005981484,0.0002706914,0.00007440769,0.000006162109,0.000009458839,5.947185e-7,0.00005507842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004620228,"threshold_uncertainty_score":0.0154562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06488333958367389,"score_gpt":0.3508845851995193,"score_spread":0.2860012456158454,"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."}}