{"id":"W3101372094","doi":"10.1053/j.semtcvs.2015.10.010","title":"Aortic Valve Repair","year":2015,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Aortic valve; Aortic valve repair; Cardiology; Internal medicine; Aorta; Aortic root","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":[0.0005116994,0.001036313,0.001839202,0.002764026,0.0002875888,0.001112032,0.0005700834,0.0009056941,0.007866622],"category_scores_gemma":[0.001185389,0.0002778576,0.000629445,0.00166012,0.0003665359,0.001087933,0.0009621355,0.001377483,0.002510783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356617,"about_ca_system_score_gemma":0.001118934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005867684,"about_ca_topic_score_gemma":0.00190955,"domain_scores_codex":[0.999773,0.00003411594,0.00005749414,0.00004585918,0.00006509959,0.00002454445],"domain_scores_gemma":[0.9996462,0.0001672482,0.0000937392,0.00001182841,0.00004520882,0.00003577182],"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":[0.00008498173,0.00004558837,0.0002118707,0.02652811,0.0001942482,0.0002774577,0.00003283757,0.0001266077,0.0008120378,0.0008493696,0.02344058,0.9473963],"study_design_scores_gemma":[0.0002028867,0.0002222135,0.003092666,0.03351117,0.00168511,0.005709819,0.0001231952,0.0001890661,0.0006660137,0.002293353,0.9522541,0.00005048005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009576791,0.9982861,0.00009228198,0.0001421419,0.0002714306,0.000004510627,0.00001403186,0.000006506153,0.001087251],"genre_scores_gemma":[0.001307407,0.9966961,0.0002235895,0.0004033821,0.0005297702,0.000006552428,0.00005019087,0.000001697457,0.0007813243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007866622,"threshold_uncertainty_score":0.02631646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744668884786023,"score_gpt":0.3835684932573641,"score_spread":0.3361218044095039,"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."}}