{"id":"W3135630323","doi":"10.1093/jcag/gwab002.207","title":"A209 NON-INVASIVE ASSESSMENT OF LIVER FIBROSIS USING APRI, FIB-4, AND TRANSIENT ELASTOGRAPHY IN CHRONIC HEPATITIS B PATIENTS","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transient elastography; Medicine; Gastroenterology; Liver biopsy; Internal medicine; Cirrhosis; Fibrosis; Biopsy; Hepatic fibrosis; Hepatology; Hepatitis B","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":[0.0007852183,0.0003267141,0.0002748849,0.0008133147,0.0003064522,0.0005129502,0.00020105,0.0004349706,0.001212954],"category_scores_gemma":[0.002184215,0.0002222298,0.000292052,0.0004542503,0.0002485062,0.0005160472,0.0003867021,0.0004067353,0.0002621303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695483,"about_ca_system_score_gemma":0.0002317293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009857632,"about_ca_topic_score_gemma":0.001355629,"domain_scores_codex":[0.999632,0.0001227249,0.00005931689,0.00006211052,0.00006245093,0.00006134179],"domain_scores_gemma":[0.9987301,0.0003852921,0.0005193837,0.00005502859,0.0001065951,0.0002036461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001376081,0.00002219872,0.9987832,0.000005558028,0.000007051218,0.0000785416,0.00001396007,0.00001959673,0.0001768359,0.000004295595,0.00002906582,0.0007222334],"study_design_scores_gemma":[0.00001467189,0.0003840712,0.9979943,0.000009079186,0.00001548105,0.0007783665,0.00008739645,0.0004206228,0.0001595081,0.00002050664,0.0001129664,0.000002917819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993355,0.0001793948,0.00008152083,0.00002075626,0.000003571178,0.000009949015,0.0001018737,0.00000215357,0.0002652594],"genre_scores_gemma":[0.9996239,0.00004429889,0.0001019468,0.00001756352,0.000009695889,0.00001050078,0.0001240176,6.657119e-7,0.00006745768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001212954,"threshold_uncertainty_score":0.004152656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006904636974275046,"score_gpt":0.2312143206444496,"score_spread":0.2243096836701746,"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."}}