{"id":"W2795271211","doi":"10.2337/dc18-0040","title":"Relationship Between Metabolic Syndrome, Alanine Aminotransferase Levels, and Liver Disease Severity in a Multiethnic North American Cohort With Chronic Hepatitis B","year":2018,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Internal medicine; Cohort; Gastroenterology; Metabolic syndrome; Liver disease; Alanine transaminase; Cohort study; Hepatitis B; Waist; Alanine aminotransferase; Diabetes mellitus; Chronic liver disease; Triglyceride; Bilirubin; Body mass index; Cirrhosis; Obesity; Endocrinology; Cholesterol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006502917,0.0003206273,0.0003407232,0.0006106007,0.0008106993,0.0006024785,0.0002787125,0.0004536691,0.001221738],"category_scores_gemma":[0.001387566,0.0004028973,0.0003487499,0.0007137987,0.00023278,0.0003775992,0.0004184086,0.0005761206,0.0001581703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485034,"about_ca_system_score_gemma":0.0003267038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02132819,"about_ca_topic_score_gemma":0.02644019,"domain_scores_codex":[0.9996556,0.0001130601,0.00003188431,0.00007471217,0.00006597352,0.00005869899],"domain_scores_gemma":[0.9989797,0.0001646715,0.000379672,0.00008133629,0.0001345431,0.0002600079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006035101,0.00002231316,0.999431,0.000001549947,0.00003343392,0.00002433815,0.00003796411,0.000009278989,0.0001313837,0.00000297261,0.0000370816,0.0002082949],"study_design_scores_gemma":[0.000004602977,0.00003858487,0.9996307,0.000001694509,0.00001521917,0.00008102994,0.00008657783,0.0000843086,0.00001229447,0.000003896598,0.00003963327,0.000001245331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996133,0.00006951708,0.00002000256,0.00002790466,0.000003252728,0.000003629418,0.0001386995,0.000001174273,0.000122468],"genre_scores_gemma":[0.9995838,0.0000530722,0.00004107427,0.00002232079,0.000009915243,0.000007597019,0.0001869041,9.257808e-7,0.00009447437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02132819,"threshold_uncertainty_score":0.04240805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639264557737604,"score_gpt":0.2494230486805347,"score_spread":0.2330304031031587,"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."}}