{"id":"W4294877895","doi":"10.1016/j.jacc.2022.06.032","title":"Impact of Left Ventricular Ejection Fraction on Clinical Outcomes in Bicuspid Aortic Valve Disease","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université Laval","funders":"Abbott Vascular; Leids Universitair Medisch Centrum; Boston Scientific Corporation; Universiteit Leiden; European Society of Cardiology; Edwards Lifesciences","keywords":"Ejection fraction; Medicine; Internal medicine; Cardiology; Bicuspid aortic valve; Regurgitation (circulation); Stenosis; Aortic valve; Aortic valve replacement; Population; Heart failure","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":[0.001355444,0.0004601802,0.0007550555,0.0005440126,0.0004975864,0.001477791,0.0006099418,0.0009752431,0.002380075],"category_scores_gemma":[0.006031975,0.0002294327,0.001347326,0.000596399,0.0006126947,0.0008176402,0.0008803402,0.001748753,0.0003042404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005275342,"about_ca_system_score_gemma":0.0005409322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273354,"about_ca_topic_score_gemma":0.004239989,"domain_scores_codex":[0.9990319,0.0003522435,0.0001000666,0.0001425299,0.0001321363,0.0002410668],"domain_scores_gemma":[0.9957279,0.001618522,0.001015976,0.0002256276,0.0002989353,0.001113135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001602416,0.0002061222,0.9908423,0.00003659978,0.000456668,0.0002420657,0.00005757526,0.0002223681,0.0002098928,0.00008517467,0.0002625346,0.005776269],"study_design_scores_gemma":[0.00004005391,0.0002784801,0.9985399,0.00002260507,0.0002042666,0.0001511088,0.0001423496,0.0003237411,0.00003407585,0.0001351879,0.0001172904,0.00001094358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960197,0.001725186,0.00006372142,0.0004154003,0.00008148119,0.000004358802,0.0001814053,0.000004192786,0.001504782],"genre_scores_gemma":[0.9991469,0.0002203503,0.00003235478,0.00009363888,0.0001401325,0.000002657699,0.0002139651,0.000002276656,0.0001475269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002380075,"threshold_uncertainty_score":0.007962167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768506615809954,"score_gpt":0.3832405981691121,"score_spread":0.3655555320110125,"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."}}