{"id":"W4284882104","doi":"10.1016/j.cjcpc.2022.06.004","title":"Determinants of Aortic Stenosis Progression in Bicuspid and Tricuspid Aortic Valves","year":2022,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"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; Heart and Stroke Foundation of Canada","keywords":"Internal medicine; Cardiology; Medicine; Bicuspid aortic valve; Stenosis; Aortic valve stenosis; Hemodynamics; Aortic valve","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009110733,0.0001768501,0.000404371,0.0002277083,0.0001316611,0.0000147226,0.00003779886,0.00003072558,0.00006830745],"category_scores_gemma":[0.0000689638,0.0001531665,0.0002575375,0.0004188006,0.00007125718,0.0000810436,0.000150971,0.0001022443,0.000003534074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852729,"about_ca_system_score_gemma":0.000223558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004547827,"about_ca_topic_score_gemma":7.876349e-7,"domain_scores_codex":[0.9986574,0.00007082303,0.0003320469,0.0003454793,0.0003251771,0.0002690823],"domain_scores_gemma":[0.9991243,0.00006341004,0.00008004779,0.0001926831,0.00004879811,0.0004907887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007442754,0.0006878469,0.9829293,0.0002618729,0.00004800043,0.0001143754,0.00007350533,4.980404e-7,0.0000152991,0.000003191024,0.00006857332,0.01505329],"study_design_scores_gemma":[0.002591218,0.0005102436,0.9944956,0.00001960049,0.001683899,0.00001085248,0.0002310631,0.0002061096,0.000009336219,0.00007284504,0.00001972348,0.0001495284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831989,0.01574557,2.713818e-7,0.0000771425,0.00009210844,0.0006469283,0.000170606,0.00002310216,0.00004532461],"genre_scores_gemma":[0.9989519,0.0004938179,0.00002037931,0.000109964,0.00007744724,0.0002082552,0.00003217566,0.00002050133,0.00008554597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575297,"threshold_uncertainty_score":0.6245949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103905184615353,"score_gpt":0.3158001470048011,"score_spread":0.3047610951586475,"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."}}