{"id":"W2037409342","doi":"10.1111/j.1540-8191.2011.01412.x","title":"Does Metabolic Syndrome Influence Bioprosthetic Mitral Valve Degeneration and Reoperation Rate?","year":2012,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiology; Degeneration (medical); Internal medicine; Metabolic syndrome; Mitral valve; Pathology; Obesity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009196106,0.0002729456,0.0004365328,0.0005429113,0.0001850767,0.0005198293,0.0002857802,0.0008463741,0.001987354],"category_scores_gemma":[0.004873611,0.0001721581,0.0006354859,0.0006932667,0.0002907485,0.0003292381,0.0001766361,0.0005007166,0.0003022775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563326,"about_ca_system_score_gemma":0.0001766008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060629,"about_ca_topic_score_gemma":0.001340785,"domain_scores_codex":[0.9995375,0.0002009132,0.00006925164,0.00008080277,0.0000581783,0.00005348969],"domain_scores_gemma":[0.995195,0.001978648,0.001990978,0.0001517131,0.0001884712,0.0004952383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000423498,0.00002302652,0.9978284,0.00001494301,0.0001140736,0.00008880151,0.00001588167,0.00002570462,0.0001021902,0.000008513753,0.00003297833,0.001321912],"study_design_scores_gemma":[0.00001028725,0.0001770909,0.9989114,0.00001113788,0.0001270793,0.0003555069,0.00003100473,0.0001987163,0.00005684849,0.00002307656,0.00009453254,0.000003362918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974818,0.0016197,0.0001099274,0.0001331617,0.00001934226,0.0000045519,0.0001779206,0.000005191036,0.0004483471],"genre_scores_gemma":[0.9993501,0.0002850214,0.00006419782,0.00003609296,0.00004805843,0.000004056692,0.0001349027,0.000002238522,0.00007535493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987354,"threshold_uncertainty_score":0.006648421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052675685920865,"score_gpt":0.2846172932836157,"score_spread":0.2740905364244071,"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."}}