{"id":"W4417347318","doi":"10.1093/europace/euaf318","title":"Transforming atrial fibrillation management by targeting comorbidities and reducing atrial fibrillation burden: the 10th AFNET/EHRA consensus conference","year":2025,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; Université de Montréal; Montreal Heart Institute; Vancouver General Hospital","funders":"Biosense Webster; Medical Research Council; HORIZON EUROPE Framework Programme; University of California, Los Angeles; Deutsche Herzstiftung; Hartstichting; ZonMw; Fondation Leducq; Deutsche Forschungsgemeinschaft; British Heart Foundation; AtriCure; Daiichi-Sankyo; Bundesministerium für Bildung und Forschung; Abbott Laboratories; National Institute for Health and Care Research; Universität Hamburg; Abiomed; AstraZeneca; Dutch Cardiovascular Alliance; Novartis Pharma; European Commission; Deutsches Zentrum für Herz-Kreislaufforschung; Else Kröner-Fresenius-Stiftung; Boston Scientific Corporation; Bristol-Myers Squibb; Eli Lilly and Company; Kompetenznetz Vorhofflimmern; Pfizer","keywords":"Atrial fibrillation; Stroke (engine); Heart Rhythm; Concomitant; Management of atrial fibrillation; Rhythm","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":[],"consensus_categories":[],"category_scores_codex":[0.0006335078,0.0002513346,0.0003732161,0.0001604846,0.000435019,0.0001607263,0.00008131558,0.00008064874,0.00008145452],"category_scores_gemma":[0.0002798093,0.0002032379,0.0002391007,0.0003394665,0.0001344136,0.0001214333,0.00009442733,0.0001512431,0.00001756529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006826698,"about_ca_system_score_gemma":0.00005455711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009013502,"about_ca_topic_score_gemma":0.000003813209,"domain_scores_codex":[0.9982336,0.0001684355,0.000535265,0.0003939669,0.0003663873,0.0003024124],"domain_scores_gemma":[0.9988864,0.0004909086,0.0002008309,0.000251098,0.0001005481,0.00007020757],"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":[0.0106843,0.000009641249,0.136159,0.004078053,0.004150669,0.0001787955,0.01368196,0.05326289,0.02619656,0.07189235,0.1310666,0.5486392],"study_design_scores_gemma":[0.007365328,0.0002441039,0.008561461,0.0005558283,0.001301242,0.00002807205,0.004464715,0.0315124,0.001459818,0.0006108464,0.9433118,0.0005843805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227878,0.008170879,0.005073035,0.0369951,0.002030288,0.002861798,0.00002730527,0.0003392479,0.02171452],"genre_scores_gemma":[0.9801206,0.001697141,0.0008611692,0.0001013973,0.003247599,7.221504e-7,0.00009085298,0.00002937323,0.01385115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8122452,"threshold_uncertainty_score":0.82878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277682219813516,"score_gpt":0.3028318954936677,"score_spread":0.2700550732955325,"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."}}