{"id":"W4307023953","doi":"10.1016/j.cjca.2022.08.192","title":"LONG-TERM OUTCOMES OF ISOLATED MECHANICAL VERSUS BIOPROSTHETIC MITRAL VALVE REPLACEMENT IN PROPENSITY MATCHED PATIENTS","year":2022,"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":"","funders":"","keywords":"Medicine; Propensity score matching; Mechanical valve; Concomitant; Mitral valve replacement; Demographics; Internal medicine; Cardiac surgery; Mitral valve; Surgery; Prosthesis; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006606766,0.0003106025,0.0008019529,0.0005627861,0.0005061451,0.0009620072,0.0005168668,0.0009435407,0.003107559],"category_scores_gemma":[0.002740466,0.0003645657,0.001462799,0.0006984417,0.0004417135,0.001037178,0.0006867141,0.0009326959,0.0004722562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799126,"about_ca_system_score_gemma":0.0003832215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003571474,"about_ca_topic_score_gemma":0.004657994,"domain_scores_codex":[0.9993172,0.00009958966,0.00007910075,0.0002076268,0.00006744097,0.0002291357],"domain_scores_gemma":[0.9985602,0.0003128198,0.0005250106,0.0001353378,0.00009554441,0.0003710256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01403886,0.0003263405,0.9775663,0.00006220381,0.00118582,0.0004649643,0.0001589667,0.0003898253,0.001053923,0.0001543099,0.0005180322,0.004080395],"study_design_scores_gemma":[0.0003283649,0.001648543,0.9950524,0.00001756152,0.0004116211,0.0004480409,0.0004869172,0.0009583379,0.0001183202,0.0002436856,0.000253963,0.00003227259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989717,0.0002899643,0.00006726436,0.00003279473,0.00002756877,0.000006900763,0.0003011993,0.000002017343,0.0003006056],"genre_scores_gemma":[0.999063,0.00009589594,0.00002080446,0.00004716547,0.00003674694,0.000007471435,0.0005505105,0.000001665752,0.0001767538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003571474,"threshold_uncertainty_score":0.01039577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645437150403681,"score_gpt":0.29913896844355,"score_spread":0.2726845969395132,"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."}}