{"id":"W3113255384","doi":"10.1161/circep.120.008867","title":"Positive Clinical Benefit on Patient Care, Quality of Life, and Symptoms After Contact Force–Guided Radiofrequency Ablation in Persistent Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Cardioversion; Ablation; Quality of life (healthcare); Catheter ablation; Radiofrequency ablation; Asymptomatic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001314767,0.0001649251,0.0003357671,0.0002521403,0.0001553694,0.0003945749,0.0001661384,0.0003612286,0.001637897],"category_scores_gemma":[0.003923366,0.00005608224,0.0004313829,0.0002349234,0.0002500909,0.0002307411,0.0002130784,0.0003597245,0.00008642429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263944,"about_ca_system_score_gemma":0.0002631781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006559126,"about_ca_topic_score_gemma":0.001369144,"domain_scores_codex":[0.9995366,0.0001929459,0.00003850294,0.00005831679,0.0001103774,0.00006324681],"domain_scores_gemma":[0.9959481,0.001866173,0.001424973,0.0001019009,0.0002096976,0.0004491408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01950668,0.001238797,0.8612809,0.0004548187,0.001231212,0.0002107068,0.0001413486,0.0007467043,0.002091655,0.00009156001,0.001179892,0.1118257],"study_design_scores_gemma":[0.0004652301,0.004031201,0.9940223,0.00003741766,0.0003267455,0.0002380854,0.00003427519,0.0003121942,0.0001859444,0.00007092759,0.0002688273,0.000006850058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995758,0.002874547,0.0000856463,0.0002370008,0.00001682686,0.00001346178,0.0001550625,0.000005474584,0.0008540116],"genre_scores_gemma":[0.9993441,0.000332581,0.00006184367,0.00007026905,0.00003524025,0.000007834306,0.00009080439,4.931251e-7,0.00005690398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001637897,"threshold_uncertainty_score":0.00695318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296049291552997,"score_gpt":0.3218823831334282,"score_spread":0.2789218902178982,"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."}}