{"id":"W2163352665","doi":"10.1093/icvts/ivs231","title":"Impact of New York Heart Association classification, advanced age and patient-prosthesis mismatch on outcomes in aortic valve replacement surgery","year":2012,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Aortic valve replacement; Perioperative; Cardiology; Internal medicine; Stenosis; Prosthesis; Aortic valve stenosis; Logistic regression; Heart failure; Surgery; Aortic valve; Risk stratification","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":[0.000655863,0.0002437404,0.001159683,0.0002716265,0.00004126326,0.00002271812,0.000016993,0.00009199644,0.00002173422],"category_scores_gemma":[0.0009514545,0.0001972352,0.003625959,0.0002111119,0.00002653983,0.0002048171,0.00002331573,0.0001279647,0.000007811276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148631,"about_ca_system_score_gemma":0.0001024173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561155,"about_ca_topic_score_gemma":0.00000104725,"domain_scores_codex":[0.9981655,0.000284813,0.0004483797,0.0003306621,0.0004460973,0.000324476],"domain_scores_gemma":[0.997723,0.001300409,0.0002076653,0.000390648,0.0001241049,0.0002541168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008138787,0.0003984179,0.9124101,0.00005425881,0.007350189,0.000008473118,0.0004715876,0.000006101411,0.0000665077,8.988034e-7,0.0005479788,0.07787158],"study_design_scores_gemma":[0.0004132072,0.00008435069,0.9966235,0.0002839869,0.001165391,0.00001386923,0.0004318738,0.000005022305,0.0005026805,0.00001204868,0.000301821,0.0001622503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991051,0.007920406,0.000009828569,0.000076097,0.0002991766,0.0004541955,0.0000340179,0.00002102332,0.0001342613],"genre_scores_gemma":[0.9991794,0.0004428175,0.00002942871,0.00009224669,0.00005343429,0.00006389453,0.00006225495,0.00002837041,0.00004818903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08421338,"threshold_uncertainty_score":0.8043017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723161967925544,"score_gpt":0.3530502618493158,"score_spread":0.3158186421700603,"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."}}