{"id":"W2160184275","doi":"10.1093/ejcts/ezu038","title":"Long-term outcomes of the Ross procedure in adults with severe aortic stenosis: single-centre experience with 20 years of follow-up†","year":2014,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Surgery; Stenosis; Perioperative; Aortic valve replacement; Ross procedure; Bicuspid valve; Aortic valve; Proportional hazards model; Survival rate; Prosthesis; Aortic valve stenosis; Bicuspid aortic valve; Population; Cardiology","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":[0.000825297,0.0002132138,0.0008161418,0.0001476738,0.000030312,0.00001553692,0.0001667229,0.00002857595,0.0000121055],"category_scores_gemma":[0.0002658438,0.0001195294,0.0003735005,0.0003487166,0.0001851711,0.0001600611,0.0000400378,0.0001786956,0.000002179978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004764863,"about_ca_system_score_gemma":0.0001999264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002448229,"about_ca_topic_score_gemma":0.000005426629,"domain_scores_codex":[0.9976386,0.0004851475,0.0007014645,0.000202488,0.0007071842,0.0002651549],"domain_scores_gemma":[0.9982715,0.0001828699,0.0007256189,0.0003980864,0.000244735,0.0001771356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319881,0.0003633788,0.9693377,0.0002253289,0.0006109179,0.0006878799,0.002211981,0.00004498988,0.00005464606,7.556518e-7,0.00005650628,0.02408602],"study_design_scores_gemma":[0.001721939,0.0003451769,0.9913709,0.003118669,0.0006455493,0.0002274381,0.001226612,0.000005109942,0.001181946,9.322305e-7,0.00001890064,0.0001368347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981505,0.0005039184,0.00003997807,0.0001303976,0.0001149237,0.0002587922,0.000004892211,0.00001058137,0.0007859956],"genre_scores_gemma":[0.9994883,0.00002813429,0.0001129791,0.00005128739,0.00007227868,0.00000318809,0.000003379484,0.00004708594,0.0001933796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02394918,"threshold_uncertainty_score":0.4874268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263339947209481,"score_gpt":0.2530938259259006,"score_spread":0.2267598312049525,"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."}}