{"id":"W2055964509","doi":"10.1053/j.semtcvs.2011.08.002","title":"Aortic Valve Sparing Operations","year":2011,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Aortic valve; Aortic Valve Insufficiency; MEDLINE; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267997,0.0001635755,0.0005630807,0.0001686683,0.00007202585,0.00001735341,0.00002934791,0.00007804008,0.00006108046],"category_scores_gemma":[0.00008446686,0.0001489214,0.002455793,0.0002313963,0.00006190855,0.00009642575,0.00004615349,0.0001106003,0.00002292593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003767106,"about_ca_system_score_gemma":0.0000707962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001961499,"about_ca_topic_score_gemma":0.000002539063,"domain_scores_codex":[0.9988376,0.00008308754,0.0002304282,0.0003339256,0.0002526084,0.0002623238],"domain_scores_gemma":[0.9992602,0.00004581789,0.00001688461,0.0004613771,0.00004580222,0.0001698861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006721653,0.0001313256,0.8448794,0.00008831504,0.002397647,0.0002264993,0.0002889026,0.00001742586,0.00000923178,0.00002353499,0.00007013337,0.1518003],"study_design_scores_gemma":[0.0003320009,0.00002933535,0.9950091,0.0003939205,0.002354672,0.0001577543,0.0005550754,0.00006989818,0.000397819,0.00008672346,0.0003939162,0.0002198219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454694,0.04915161,0.0001851264,0.000008809332,0.0001981244,0.0002374579,0.000005922591,0.00004200855,0.004701511],"genre_scores_gemma":[0.9936633,0.005607371,0.0003629556,0.00005406371,0.00007232529,0.00006308336,0.00003016976,0.00002546085,0.0001212357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515805,"threshold_uncertainty_score":0.607284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200188435143781,"score_gpt":0.3083207561134697,"score_spread":0.2763188717620318,"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."}}