{"id":"W4403170756","doi":"10.1002/joa3.13082","title":"2024 European Heart Rhythm Association/Heart Rhythm Society/Asia Pacific Heart Rhythm Society/Latin American Heart Rhythm Society expert consensus statement on catheter and surgical ablation of atrial fibrillation","year":2024,"lang":"en","type":"article","venue":"Journal of Arrhythmia","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; Montreal Heart Institute; Institut universitaire de cardiologie et de pneumologie de Québec; Vancouver General Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Heart Rhythm; Medicine; Rhythm; Atrial fibrillation; Cardiology; Internal medicine; Catheter 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"],"consensus_categories":[],"category_scores_codex":[0.003406337,0.000674386,0.001691071,0.0002798967,0.0003873879,0.0002995562,0.00007331295,0.0003064586,0.0003172464],"category_scores_gemma":[0.0002756821,0.0005841659,0.003026968,0.0008903071,0.0003181116,0.0004392579,0.0001341247,0.0009132723,0.0001182076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009896329,"about_ca_system_score_gemma":0.0004344362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000482432,"about_ca_topic_score_gemma":0.000003798496,"domain_scores_codex":[0.9935018,0.00058725,0.002425336,0.0007719671,0.00191506,0.0007985412],"domain_scores_gemma":[0.9957973,0.001386187,0.00126569,0.0004808845,0.0006276062,0.0004423735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003915728,0.0001317404,0.08776292,0.001319564,0.006721504,0.0007474007,0.01474677,0.007296926,0.004536642,0.0009273955,0.8550761,0.01681727],"study_design_scores_gemma":[0.005804514,0.002283736,0.04424936,0.001012877,0.0007458947,0.005039114,0.003032071,0.008246218,0.0007308287,0.0002026627,0.9277598,0.0008928956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074363,0.004066315,0.0002986284,0.08285415,0.00296972,0.001316617,0.00007784369,0.0002016365,0.0007788583],"genre_scores_gemma":[0.9630356,0.002496632,0.008658187,0.0009512513,0.01838786,0.000004062413,0.00006892307,0.0001808684,0.006216613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08190291,"threshold_uncertainty_score":0.999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457504801658692,"score_gpt":0.3217758091149432,"score_spread":0.2872007610983563,"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."}}