{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004222281,0.0002285812,0.0004292729,0.0005990324,0.0005171162,0.0004054379,0.0001363929,0.000350957,0.001444913],"category_scores_gemma":[0.001949718,0.0002449366,0.0002712423,0.0007455156,0.0002857524,0.0003935463,0.0002942636,0.0004375796,0.0001596665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379093,"about_ca_system_score_gemma":0.0005672916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190382,"about_ca_topic_score_gemma":0.02278215,"domain_scores_codex":[0.9996518,0.00009965656,0.00003884694,0.00004589278,0.0000815352,0.00008226173],"domain_scores_gemma":[0.9991715,0.0002039822,0.0002737603,0.00003702283,0.00007246914,0.0002413703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001641731,0.0000297778,0.9986246,0.00000636789,0.00001635393,0.0001453322,0.00004065879,0.00001131327,0.0001074566,0.000008575702,0.00002996248,0.0008154106],"study_design_scores_gemma":[0.00001425612,0.0002042453,0.9985965,0.000005583694,0.00002316019,0.0007806517,0.0001335309,0.00006449525,0.00004328603,0.000013529,0.000117614,0.000003082732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988354,0.0005452729,0.0000281501,0.0000386154,0.000006051361,0.000004931461,0.00005571573,0.000001085732,0.0004848421],"genre_scores_gemma":[0.9995641,0.00013461,0.00004471614,0.00002520525,0.00001321139,0.000003657386,0.0001014492,4.033426e-7,0.0001125456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190382,"threshold_uncertainty_score":0.02366906,"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."}}