{"id":"W2017438129","doi":"10.1053/j.optechstcvs.2009.11.002","title":"Aortic Valve Repair","year":2009,"lang":"en","type":"article","venue":"Operative Techniques in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Aortic valve; Surgery","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":[0.0005017115,0.0003507625,0.000440863,0.0009254008,0.001053366,0.000903585,0.0004427324,0.0005039633,0.006875861],"category_scores_gemma":[0.0009445179,0.0001109877,0.0006047612,0.0004494945,0.0004229673,0.0004824844,0.0005496405,0.001301858,0.002155484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785726,"about_ca_system_score_gemma":0.0008487687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003065866,"about_ca_topic_score_gemma":0.0008197294,"domain_scores_codex":[0.9997218,0.00001979631,0.0000415664,0.00005503665,0.00008277801,0.00007884517],"domain_scores_gemma":[0.9995826,0.0000733681,0.00007366628,0.0000666242,0.00004905739,0.00015467],"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":[0.0006633921,0.0008717929,0.07055224,0.000812676,0.0002328055,0.02521251,0.0006466979,0.0004683505,0.03102764,0.009684809,0.01312158,0.8467056],"study_design_scores_gemma":[0.0002032475,0.002571529,0.2880113,0.0009788221,0.0003911379,0.4159381,0.0008360732,0.001027662,0.01876681,0.008663743,0.2624829,0.0001287925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6635808,0.06169433,0.03128172,0.007043474,0.005464127,0.0002430562,0.0007626336,0.0006691326,0.2292608],"genre_scores_gemma":[0.9159468,0.01819354,0.01286072,0.002959815,0.003902843,0.00007434771,0.0009083832,0.00008797239,0.0450656],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006875861,"threshold_uncertainty_score":0.02300209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775051704077976,"score_gpt":0.354034213330249,"score_spread":0.3362836962894692,"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."}}