{"id":"W3090758253","doi":"10.1016/j.cjca.2020.07.191","title":"IMPROVED OUTCOMES FOLLOWING REIMPLANTATION OF THE AORTIC VALVE COMPARED TO REMODELING IN MARFAN SYNDROME: A PROPENSITY-MATCHED STUDY","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Marfan syndrome; Internal medicine; Surgery; Cardiology; Aortic valve; Ventricular remodeling; Bicuspid aortic valve; Propensity score matching; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001067421,0.0005302507,0.001012326,0.0006861999,0.0004989894,0.0009536821,0.0006192733,0.001154112,0.0015944],"category_scores_gemma":[0.002574402,0.0003760728,0.001610627,0.0008832078,0.0005249542,0.0009341229,0.0005300536,0.001035793,0.0002251607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114485,"about_ca_system_score_gemma":0.0002923027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012959,"about_ca_topic_score_gemma":0.0009701388,"domain_scores_codex":[0.9989501,0.000232366,0.000123551,0.0003805426,0.0001019613,0.0002114912],"domain_scores_gemma":[0.9982369,0.0003039131,0.0007974367,0.0002908016,0.00009467344,0.0002762462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009319063,0.0003560779,0.9824874,0.00006789465,0.001844975,0.0004763706,0.0001504108,0.0001930125,0.001416639,0.0001317278,0.0001648205,0.003391683],"study_design_scores_gemma":[0.0003786,0.002379443,0.9942773,0.00001621819,0.000847485,0.0005490349,0.0002381596,0.0006772403,0.000200354,0.0002093044,0.0001999411,0.00002697913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993988,0.0002502989,0.00009583207,0.00001782067,0.00001984707,0.000007219728,0.0000795771,0.000001647434,0.0001288674],"genre_scores_gemma":[0.9996244,0.00007447963,0.00003152782,0.00002162004,0.00003358949,0.000008207981,0.0001364002,0.000001371322,0.00006845679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0015944,"threshold_uncertainty_score":0.005645096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752362485471834,"score_gpt":0.3182170948362479,"score_spread":0.2806934699815296,"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."}}