{"id":"W4415278218","doi":"10.1093/eurheartj/ehaf791","title":"Outcomes of moderate mixed aortic valve stenosis and regurgitation","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Leids Universitair Medisch Centrum; Edwards Lifesciences","keywords":"Regurgitation (circulation); Stenosis; Ejection fraction; Aortic valve stenosis; Aortic valve replacement; Aortic valve","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":[0.0007841378,0.0003184571,0.0004778873,0.0005688174,0.000362151,0.0006939562,0.0002358242,0.0003143609,0.001139832],"category_scores_gemma":[0.002159096,0.000142821,0.0004049867,0.0004082797,0.0003436535,0.0003068469,0.0007669774,0.0004182563,0.0001172614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249893,"about_ca_system_score_gemma":0.0002689007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359327,"about_ca_topic_score_gemma":0.001145293,"domain_scores_codex":[0.9995443,0.0001382528,0.00006463021,0.0001041857,0.0000675789,0.0000811236],"domain_scores_gemma":[0.9974656,0.0003378549,0.001300019,0.00009183957,0.0001173218,0.0006872879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005461699,0.00002658699,0.9969054,0.00002487981,0.0001043449,0.0001922705,0.00005271921,0.00006686614,0.0002197216,0.00003290917,0.00007888755,0.001749132],"study_design_scores_gemma":[0.00001876553,0.0003188347,0.9975758,0.00002021474,0.00004204617,0.001444776,0.0001730653,0.0001587499,0.00006620849,0.00009156093,0.00008491065,0.000005152874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991552,0.0004036624,0.00004352265,0.00003619051,0.000005232467,0.000002997272,0.0001095622,0.000001871594,0.0002417627],"genre_scores_gemma":[0.9997817,0.0000408554,0.00002028761,0.00001044682,0.00001156885,0.000002075384,0.0001166477,4.234306e-7,0.00001610781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001139832,"threshold_uncertainty_score":0.004146993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796159477194177,"score_gpt":0.3544087707963794,"score_spread":0.3264471760244377,"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."}}