{"id":"W3127761481","doi":"10.1007/s10620-021-06860-3","title":"Performance of Serum-Based Scores for Identification of Mild Hepatic Steatosis in HBV Mono-infected and HBV–HIV Co-infected Adults","year":2021,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Steatosis; Medicine; Internal medicine; Gastroenterology; Hepatology; Nonalcoholic fatty liver disease; Hepatitis B virus; Fatty liver; Hepatitis B; Liver disease; Metabolic syndrome; Immunology; Virus; Disease; 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":[0.001486933,0.0006017932,0.000627316,0.001081239,0.0003499515,0.001200076,0.000332231,0.0005459831,0.001430881],"category_scores_gemma":[0.004862597,0.000218662,0.0007297536,0.0006215054,0.0003138629,0.0008988788,0.0008139546,0.0005778276,0.0004183982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002940208,"about_ca_system_score_gemma":0.0003297454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192597,"about_ca_topic_score_gemma":0.003470252,"domain_scores_codex":[0.9993541,0.0002357326,0.00009182112,0.00008959688,0.0001268736,0.0001018257],"domain_scores_gemma":[0.998071,0.000627158,0.0005400359,0.00009407751,0.0003073407,0.0003603471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008924489,0.00006547337,0.9951417,0.00001688386,0.00008425842,0.00003677777,0.00008543956,0.0001063917,0.0002632171,0.000029459,0.00008463685,0.003193318],"study_design_scores_gemma":[0.00004472019,0.001298317,0.9934109,0.00002701827,0.0001388342,0.0003239517,0.0005888192,0.003235127,0.0005186914,0.0001304216,0.0002687563,0.00001449279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981749,0.0003199611,0.0001476789,0.00005676937,0.00002094364,0.00001072163,0.0001452995,0.000008706495,0.001115059],"genre_scores_gemma":[0.9994848,0.00005678361,0.0001225603,0.00001783881,0.000009946953,0.000003195707,0.0001359238,0.000001619601,0.0001673627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192597,"threshold_uncertainty_score":0.0078637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610841826940665,"score_gpt":0.2824990215856827,"score_spread":0.2663906033162761,"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."}}