{"id":"W3021448343","doi":"10.1093/ehjci/jeaa068","title":"Effect of bicuspid aortic valve phenotype on progression of aortic stenosis","year":2020,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Bicuspid aortic valve; Cardiology; Stenosis; Internal medicine; Medicine; Bicuspid valve; Phenotype; Aortic valve; Aortic valve stenosis; Gene; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008965603,0.0002786312,0.0004035925,0.0005026414,0.0003401289,0.0005270193,0.0002544808,0.000509324,0.001123526],"category_scores_gemma":[0.00309505,0.000163837,0.000361595,0.0002232958,0.0002849053,0.0003610303,0.000398162,0.0005090204,0.0001943706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229359,"about_ca_system_score_gemma":0.0001211082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006261175,"about_ca_topic_score_gemma":0.0009677178,"domain_scores_codex":[0.999433,0.0002439084,0.00005335424,0.0001308955,0.00007634061,0.00006239682],"domain_scores_gemma":[0.9976977,0.0006337042,0.0007290069,0.0001528318,0.000183972,0.0006028022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001250042,0.00005998712,0.9962056,0.00001013185,0.00006441352,0.000108758,0.00004669218,0.00003315427,0.0005338304,0.00001156555,0.00002648825,0.001649321],"study_design_scores_gemma":[0.00001728321,0.0004619252,0.9987721,0.000004620327,0.00002847773,0.000403852,0.00006218246,0.0001150033,0.00006649506,0.00001297998,0.00005213695,0.00000292956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996299,0.0001422524,0.00002679224,0.00001211378,0.000003326371,0.000003480084,0.00003125485,0.000001286183,0.0001496741],"genre_scores_gemma":[0.9997882,0.00003168797,0.00003485816,0.000008447864,0.000008776216,0.000002819196,0.00007262516,6.510902e-7,0.00005183736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123526,"threshold_uncertainty_score":0.00474149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870837629235771,"score_gpt":0.3269379903880491,"score_spread":0.3082296140956914,"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."}}