{"id":"W3116287842","doi":"10.3138/canlivj-2020-0030","title":"Liver enzymes and fibrosis markers in patients with non-alcoholic fatty liver disease and concomitant chronic viral hepatitis","year":2020,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Internal medicine; Medicine; Fatty liver; Gastroenterology; HBeAg; Cirrhosis; Fibrosis; Concomitant; Viral hepatitis; Hepatitis C virus; Liver disease; Hepatitis B virus; Virus; Disease; Immunology; HBsAg","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005155692,0.0002415946,0.0003158164,0.0001699847,0.000171323,0.0001005023,0.00007005741,0.00006105806,0.0004342493],"category_scores_gemma":[0.00003001719,0.0001954767,0.00007238125,0.0001207422,0.0001445013,0.0002606735,0.00003426748,0.0002507381,0.00001952898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000628461,"about_ca_system_score_gemma":0.000830366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02059128,"about_ca_topic_score_gemma":0.01921033,"domain_scores_codex":[0.9987418,0.00005848258,0.0002115966,0.0003228699,0.0002426116,0.0004226118],"domain_scores_gemma":[0.9969528,0.00004262951,0.00007902193,0.0001264802,0.0000894652,0.002709628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004220563,0.00008876262,0.9862393,0.0001136152,0.0002356179,0.003186359,0.0005757932,0.000002383299,0.000002141582,0.00003117745,0.002870006,0.006232857],"study_design_scores_gemma":[0.005586739,0.001038827,0.9906993,0.0003792109,0.0004816458,0.00003812749,0.00004504309,0.0006075162,0.00001665478,0.00000406419,0.0008785224,0.000224387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869195,0.01114399,0.000003118015,0.0009918472,0.00004593578,0.0005256562,0.0002513785,0.000008356349,0.0001102571],"genre_scores_gemma":[0.9939861,0.00363261,0.0001204205,0.001978653,0.0001716121,0.00001783663,0.00004072638,0.00002876535,0.00002332205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007511377,"threshold_uncertainty_score":0.9986866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007098172849956678,"score_gpt":0.1928689395993971,"score_spread":0.1857707667494404,"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."}}