{"id":"W2526689701","doi":"10.1016/j.cjca.2016.07.312","title":"MECHANICAL VERSUS BIOLOGICAL AORTIC VALVE REPLACEMENTS IN PATIENTS AGED 55 TO 65 YEARS","year":2016,"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":"Research Manitoba","funders":"","keywords":"Medicine; Mechanical valve; Aortic valve replacement; Aortic valve; Internal medicine; Cardiology; Valve replacement; Surgery","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":[0.0006039364,0.0002591578,0.0008893264,0.0004114761,0.0004249468,0.0007768269,0.0002393657,0.0008326085,0.001950025],"category_scores_gemma":[0.00319389,0.0001910187,0.001439956,0.0004128637,0.0003700656,0.0007825818,0.0004994079,0.0007776753,0.0001570064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305363,"about_ca_system_score_gemma":0.0005428582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005975859,"about_ca_topic_score_gemma":0.01345015,"domain_scores_codex":[0.9995241,0.00008866377,0.00004552982,0.00008045552,0.00005163778,0.0002096448],"domain_scores_gemma":[0.99914,0.0002723564,0.0002183304,0.00001844909,0.0000363959,0.0003143353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04082373,0.0007637986,0.9372641,0.0002914212,0.001126488,0.0007539625,0.0005749575,0.0002766525,0.001254754,0.0002335553,0.0006397607,0.01599666],"study_design_scores_gemma":[0.0008172725,0.00486415,0.9905602,0.0000880253,0.0007006176,0.0004533045,0.001411659,0.0002728615,0.0000624056,0.0002042997,0.0005400665,0.00002494895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969714,0.002089098,0.00001616365,0.0001563124,0.00008873209,0.000008775216,0.0001147564,8.363494e-7,0.0005538341],"genre_scores_gemma":[0.9987017,0.0007638048,0.0000147797,0.0001586143,0.0001011912,0.000005074074,0.0001357869,4.668261e-7,0.0001185406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005975859,"threshold_uncertainty_score":0.01188219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448783153959431,"score_gpt":0.3069449289786105,"score_spread":0.2824570974390161,"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."}}