{"id":"W3082569039","doi":"10.1093/cid/ciaa1302","title":"Increased Body Mass Index and Type 2 Diabetes Are the Main Predictors of Nonalcoholic Fatty Liver Disease and Advanced Fibrosis in Liver Biopsies of Patients With Human Immunodeficiency Virus Monoinfection","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"University of California, San Francisco; National Institutes of Health; Liver Center, University of California, San Francisco; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Institute for Health and Care Research; Imperial College Healthcare NHS Trust; Imperial College London; National Institute of Diabetes and Digestive and Kidney Diseases; McGill University; American College of Gastroenterology","keywords":"Medicine; Nonalcoholic fatty liver disease; Internal medicine; Fibrosis; Gastroenterology; Cirrhosis; Liver biopsy; Fatty liver; Diabetes mellitus; Body mass index; Steatohepatitis; Liver disease; Type 2 diabetes; Disease; Biopsy; Pathology; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000814111,0.0004197277,0.0003661764,0.0007740381,0.0004744668,0.0006193473,0.0004277505,0.0006022583,0.002506408],"category_scores_gemma":[0.003287955,0.0003919573,0.0004200179,0.0007516977,0.0002919047,0.0005126658,0.0004307166,0.0008788396,0.0003819611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377172,"about_ca_system_score_gemma":0.0002525696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199677,"about_ca_topic_score_gemma":0.001947484,"domain_scores_codex":[0.9994936,0.0001741587,0.00006683827,0.00008382853,0.0001181872,0.00006340795],"domain_scores_gemma":[0.9972451,0.0005149798,0.001456918,0.0001252348,0.0001984971,0.000459268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003319149,0.00000892768,0.9995694,0.000003138582,0.00001211806,0.00004132269,0.000008675141,0.00000646929,0.00004838466,0.000001729815,0.00002129474,0.0002453902],"study_design_scores_gemma":[0.000005043117,0.00005222634,0.9990962,0.000006691598,0.00002173713,0.000561714,0.00007159288,0.00009107732,0.0000283344,0.000008842248,0.00005511994,0.000001392677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986395,0.0006385704,0.00007477787,0.00008805618,0.00001366319,0.000009737579,0.0001164208,0.000003894803,0.0004153554],"genre_scores_gemma":[0.9994462,0.0001587465,0.00009809266,0.00003553487,0.00003026235,0.000005681519,0.0001421099,0.000001460808,0.00008190838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506408,"threshold_uncertainty_score":0.008384764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547759744810928,"score_gpt":0.2715869005786668,"score_spread":0.2561093031305575,"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."}}