{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05688001,0.002238476,0.003961504,0.003501107,0.002022496,0.00656221,0.007423371,0.01307517,0.009567022],"category_scores_gemma":[0.03362196,0.0008903111,0.006027368,0.002211306,0.002056443,0.004845147,0.008089172,0.01648971,0.006655037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007706309,"about_ca_system_score_gemma":0.03875277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009022027,"about_ca_topic_score_gemma":0.01357173,"domain_scores_codex":[0.9819086,0.007348868,0.003352629,0.001226565,0.004435518,0.001727859],"domain_scores_gemma":[0.9640782,0.01137142,0.00244432,0.001011908,0.01533579,0.005758404],"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":[0.0001848586,0.0002276827,0.0008236912,0.008632815,0.0003520854,0.0002305887,0.0004714038,0.001194573,0.0004315218,0.01380905,0.7071157,0.2665261],"study_design_scores_gemma":[0.0001196479,0.00009928627,0.001499515,0.03514447,0.0004187877,0.000314672,0.0004406789,0.0005835767,0.000242114,0.01266786,0.9483962,0.00007315326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000939079,0.2180334,0.008563424,0.6998816,0.05720552,0.000507153,0.001573927,0.0003278675,0.01296809],"genre_scores_gemma":[0.01849206,0.4657048,0.07400735,0.3535862,0.04794712,0.003256253,0.01085288,0.0005920454,0.02556128],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05688001,"threshold_uncertainty_score":0.3008139,"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."}}