{"id":"W1992956108","doi":"10.1007/s10840-012-9672-7","title":"2012 HRS/EHRA/ECAS expert consensus statement on catheter and surgical ablation of atrial fibrillation: recommendations for patient selection, procedural techniques, patient management and follow-up, definitions, endpoints, and research trial design","year":2012,"lang":"en","type":"review","venue":"Journal of Interventional Cardiac Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1688,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Heart Rhythm; Catheter ablation; Cardiology; Internal medicine; Randomized controlled trial; Intensive care medicine","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":[0.04445913,0.002122736,0.009494727,0.004885953,0.0007779006,0.00259839,0.00527936,0.004076506,0.004929686],"category_scores_gemma":[0.04419794,0.0009832175,0.01023051,0.00433941,0.001116241,0.002121053,0.001981723,0.004878891,0.002102757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004190724,"about_ca_system_score_gemma":0.01479703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007010739,"about_ca_topic_score_gemma":0.01032454,"domain_scores_codex":[0.9881087,0.004950475,0.003972934,0.0006157084,0.002059652,0.0002924909],"domain_scores_gemma":[0.9686559,0.01866381,0.005169048,0.0008237513,0.006031684,0.0006557745],"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":[0.00186912,0.0002301151,0.0009860549,0.1894706,0.006454285,0.0001339342,0.0002551029,0.0007725829,0.0009494212,0.00426456,0.134096,0.6605181],"study_design_scores_gemma":[0.004296732,0.0005736364,0.008635264,0.399307,0.04100516,0.000584857,0.0002759856,0.0006070503,0.00128942,0.00949913,0.5337384,0.0001872655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006453146,0.9666221,0.005133781,0.01621528,0.003044005,0.002593294,0.003121483,0.0001044745,0.002520404],"genre_scores_gemma":[0.00553551,0.9327707,0.0359752,0.01322109,0.001249384,0.005149821,0.003873761,0.00009450419,0.002130117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04445913,"threshold_uncertainty_score":0.2351252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2213930645276033,"score_gpt":0.4377005941171691,"score_spread":0.2163075295895658,"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."}}