{"id":"W3164802267","doi":"10.1016/j.jacc.2021.04.014","title":"Moderate Aortic Stenosis in Patients With Heart Failure and Reduced Ejection Fraction","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Leids Universitair Medisch Centrum; Biotronik; Claret Medical; Boston Scientific Corporation; Edwards Lifesciences; Medtronic","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Heart failure; Hazard ratio; Stenosis; Confidence interval","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":[0.0003462954,0.0003726819,0.0006921897,0.000834749,0.0005581647,0.0007309205,0.0002747626,0.0007808771,0.002107799],"category_scores_gemma":[0.001690134,0.0002758658,0.0005786835,0.0006869602,0.0003918206,0.0005931912,0.0005773891,0.0009860576,0.0002144673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051043,"about_ca_system_score_gemma":0.0003687003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106301,"about_ca_topic_score_gemma":0.004122917,"domain_scores_codex":[0.999728,0.00006326062,0.00003704214,0.00004003515,0.00005794225,0.00007363423],"domain_scores_gemma":[0.999274,0.0001450515,0.0002149051,0.00002689919,0.00004011318,0.0002990458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005908997,0.00009086701,0.9967873,0.00002152944,0.00006566042,0.0006130851,0.0000742184,0.00003394746,0.0002122328,0.00004937486,0.000134511,0.001326357],"study_design_scores_gemma":[0.00002075699,0.00012199,0.9986034,0.0000083074,0.00003769618,0.0007262097,0.000169336,0.0001072628,0.00001827209,0.00006676887,0.0001142729,0.000005739171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973615,0.0006237266,0.00004064537,0.0002309638,0.00004296144,0.00000726894,0.0001202132,0.000003424667,0.001569235],"genre_scores_gemma":[0.99919,0.0002096263,0.00003598456,0.00007801568,0.0001012037,0.000005209705,0.0001813175,9.748537e-7,0.0001976482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002107799,"threshold_uncertainty_score":0.007051289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006609895123166894,"score_gpt":0.2720703244957364,"score_spread":0.2654604293725695,"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."}}