{"id":"W4412989235","doi":"10.1002/ejhf.3782","title":"Atrial Cardiomyopathy: From Healthy Atria to Atrial Failure. A Clinical Consensus Statement of the Heart Failure Association of the ESC","year":2025,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Surgical Specialties (Canada)","funders":"British Heart Foundation; National Institute for Health and Care Research; University Hospitals Birmingham NHS Foundation Trust","keywords":"Medicine; Atrial fibrillation; Heart failure; Cardiomyopathy; Intensive care medicine; Cardiology; Internal 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":[0.01687026,0.001805168,0.002829614,0.004770889,0.001474259,0.003233216,0.003591807,0.00935642,0.002636231],"category_scores_gemma":[0.02399865,0.0007222221,0.003397239,0.002045656,0.002140327,0.002591741,0.004134351,0.009030046,0.00324249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934147,"about_ca_system_score_gemma":0.009903645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389279,"about_ca_topic_score_gemma":0.00523372,"domain_scores_codex":[0.9919322,0.002020551,0.002813426,0.0005337342,0.002120921,0.0005791442],"domain_scores_gemma":[0.9801604,0.005408986,0.002945026,0.0005050331,0.008782865,0.002197681],"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":[0.0002305123,0.0001239073,0.003694499,0.009004707,0.0002610416,0.0009001899,0.0005350995,0.0009125078,0.001021075,0.008120999,0.6732847,0.3019107],"study_design_scores_gemma":[0.0002306507,0.0001971735,0.01039818,0.04173428,0.0005492143,0.00414395,0.0008639964,0.0009651346,0.0006825742,0.01354984,0.9265131,0.000171806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003576088,0.5042192,0.01070587,0.3852638,0.0664923,0.001192589,0.002971169,0.0003976786,0.02518134],"genre_scores_gemma":[0.05101111,0.5825251,0.04257006,0.2155433,0.06947717,0.004008022,0.01307396,0.0003684367,0.02142287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01687026,"threshold_uncertainty_score":0.08921951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746755033849203,"score_gpt":0.3424620099072669,"score_spread":0.3049944595687749,"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."}}