{"id":"W2951890415","doi":"10.1053/j.semtcvs.2019.05.033","title":"Aortic Valve Surgery in Nonelderly Patients: Insights Gained From AVIATOR","year":2019,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Life expectancy; Aortic valve; Aortic valve replacement; Quality of life (healthcare); Surgery; Population; Internal medicine; Cardiology; Stenosis","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":[0.0008490312,0.0006563531,0.001877513,0.001426435,0.0001459483,0.001096678,0.0006026413,0.0007376535,0.00218687],"category_scores_gemma":[0.001975632,0.0001521503,0.0009201664,0.001553342,0.0003531924,0.0009065251,0.0005775985,0.00142695,0.0004213766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736462,"about_ca_system_score_gemma":0.0008811266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008328842,"about_ca_topic_score_gemma":0.002690016,"domain_scores_codex":[0.9997792,0.00004606065,0.00004371278,0.00005191734,0.00005708402,0.000021981],"domain_scores_gemma":[0.9987287,0.0009409269,0.000145356,0.00001871815,0.0001188667,0.00004745265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003507683,0.00007192158,0.0009246956,0.05249522,0.0007671244,0.0001857908,0.00007077278,0.0003525536,0.0007248978,0.002130493,0.01509914,0.9268267],"study_design_scores_gemma":[0.0004274542,0.0007366255,0.01507062,0.07774434,0.005508671,0.003652263,0.0003973275,0.0005963822,0.0006575086,0.006156606,0.8889253,0.0001268793],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001026163,0.9995334,0.00002426893,0.0001280084,0.00006408314,6.818252e-7,0.000009287625,9.275475e-7,0.0001367061],"genre_scores_gemma":[0.001015312,0.9985229,0.00006507558,0.0001860077,0.0001453151,0.000001537303,0.00001635868,6.311661e-7,0.00004683509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00218687,"threshold_uncertainty_score":0.007315814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322281487554705,"score_gpt":0.3364073537301659,"score_spread":0.3031845388546188,"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."}}