{"id":"W1968121593","doi":"10.1016/j.jtcvs.2013.10.064","title":"Long-term outcomes after elective isolated mechanical aortic valve replacement in young adults","year":2013,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Aortic valve replacement; Term (time); Mechanical valve; Medicine; Aortic valve; Cardiology; Internal medicine; Physics; Stenosis","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":[0.0007404155,0.0002245837,0.001151863,0.0002681871,0.00003427834,0.00004237003,0.00004111268,0.0001073179,0.00009902172],"category_scores_gemma":[0.0001527807,0.0001625612,0.00533953,0.0001986324,0.00003035659,0.0002168706,0.00004243977,0.0002449127,0.00001599179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270659,"about_ca_system_score_gemma":0.0001008024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101605,"about_ca_topic_score_gemma":0.000004232515,"domain_scores_codex":[0.9980146,0.0001922655,0.0006247534,0.0002601669,0.0006056019,0.0003026499],"domain_scores_gemma":[0.9987997,0.0001087307,0.0001716637,0.0003413006,0.0002878615,0.0002907166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001419534,0.0002362766,0.9500654,0.0001205524,0.009653106,0.0003531702,0.00007871322,0.000002830571,0.000009728852,4.204545e-7,0.00006650329,0.03799377],"study_design_scores_gemma":[0.001083509,0.000150234,0.9942977,0.000509373,0.003012581,0.0005770704,0.0001068182,0.00002275171,0.00005102534,0.00002827979,0.000007771101,0.0001528901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981501,0.01733652,0.0002944189,0.00007168841,0.0003520023,0.0003788605,0.000003396243,0.00001114502,0.00005095404],"genre_scores_gemma":[0.9978148,0.001813514,0.00004807293,0.00008260326,0.000114025,0.00004321773,0.000006105334,0.00002663374,0.00005098326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04423231,"threshold_uncertainty_score":0.6629056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093823480414049,"score_gpt":0.3043148866869666,"score_spread":0.2933766518828261,"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."}}