{"id":"W2936577630","doi":"10.1053/j.semtcvs.2019.03.009","title":"Almost All Incompetent BAV Should Be Repaired","year":2019,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Peter Munk Cardiac Centre, University Health Network","keywords":"Medicine; Bicuspid aortic valve; Bicuspid valve; Aortic valve; Internal medicine; Cardiology; Cusp (singularity); Aortic valve repair; Cardiac skeleton; Surgery; Aortic root; Aorta","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":[0.0003727844,0.0005796686,0.0007157275,0.0009486204,0.001002072,0.0007071526,0.0004971864,0.001295336,0.01053846],"category_scores_gemma":[0.002131308,0.0001125934,0.0004907558,0.0003381743,0.0004410073,0.0007779881,0.0005124916,0.001639032,0.003289915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756029,"about_ca_system_score_gemma":0.0004882267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003128031,"about_ca_topic_score_gemma":0.0003409953,"domain_scores_codex":[0.9997969,0.00002701289,0.00002784791,0.0000323226,0.00004950637,0.00006643924],"domain_scores_gemma":[0.9993574,0.00017212,0.00008680065,0.00006909563,0.0000593659,0.000255232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007088196,0.000582947,0.1029515,0.001411241,0.00019698,0.06293289,0.0005974073,0.000704943,0.01663985,0.005629412,0.05576716,0.7518769],"study_design_scores_gemma":[0.0001657279,0.001299818,0.2285028,0.00237418,0.0002712054,0.4769798,0.002274514,0.0009044798,0.005381112,0.01950652,0.2622275,0.0001122861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5889814,0.1590484,0.04728407,0.05725463,0.01742953,0.0002247284,0.001121494,0.001677639,0.126978],"genre_scores_gemma":[0.8737661,0.04798293,0.01892278,0.01205873,0.01335997,0.000122982,0.001295399,0.0003357723,0.03215532],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01053846,"threshold_uncertainty_score":0.03525466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146306700988795,"score_gpt":0.2902414051568722,"score_spread":0.2387783381469843,"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."}}