{"id":"W2000209404","doi":"10.1161/circulationaha.105.000422","title":"Metabolic Syndrome Is Associated With Faster Degeneration of Bioprosthetic Valves","year":2006,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Regurgitation (circulation); Metabolic syndrome; Diabetes mellitus; Calcification; Hemodynamics; Aortic valve; Risk factor; Obesity; Endocrinology","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":[0.0003186639,0.0004428787,0.0005047055,0.000706487,0.000340717,0.0004655682,0.0002056045,0.0006458446,0.002173607],"category_scores_gemma":[0.002290209,0.0002401897,0.0004065121,0.0009226793,0.0002818696,0.000252676,0.0003190247,0.0006645255,0.0001573222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238092,"about_ca_system_score_gemma":0.0001775278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007721743,"about_ca_topic_score_gemma":0.0006740916,"domain_scores_codex":[0.9995883,0.0001107999,0.00006821645,0.00009128692,0.00009015605,0.00005121147],"domain_scores_gemma":[0.9978542,0.0003738302,0.001283276,0.00008695356,0.0001343223,0.000267418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004222579,0.00002883909,0.9955149,0.00002074533,0.0001031641,0.0009370748,0.00003382168,0.00004123314,0.001090178,0.0000292101,0.00006119423,0.001717306],"study_design_scores_gemma":[0.00001120182,0.0001053837,0.9948562,0.000009154896,0.00005318828,0.004521687,0.00003182985,0.000167898,0.0001213216,0.0000359916,0.00008204562,0.000004043131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998633,0.0006254928,0.0002003451,0.00007368866,0.00001611916,0.000005705788,0.00008750878,0.000009410755,0.0003488604],"genre_scores_gemma":[0.9992658,0.000216137,0.0001548345,0.00003798087,0.00004470177,0.000005702303,0.0001570284,0.000002444257,0.0001153117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002173607,"threshold_uncertainty_score":0.007271409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120266442789045,"score_gpt":0.2663391352321215,"score_spread":0.2551364708042311,"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."}}