{"id":"W2480168376","doi":"10.1007/s10620-016-4254-7","title":"Targeting Hepatic Fibrosis in Autoimmune Hepatitis","year":2016,"lang":"en","type":"review","venue":"Digestive Diseases and Sciences","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta Hospital","funders":"","keywords":"Autoimmune hepatitis; Medicine; Cirrhosis; Fibrosis; Transient elastography; Hepatic fibrosis; Hepatology; Liver disease; Nonalcoholic fatty liver disease; Viral hepatitis; Pathology; Hepatitis; Internal medicine; Immunology; Fatty liver; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001232042,0.0003534493,0.001188166,0.0002406665,0.0001927374,0.00008631404,0.0001302224,0.00008066565,0.0001297909],"category_scores_gemma":[0.000204469,0.0001991729,0.0003159003,0.0003838907,0.0004200542,0.000153145,0.00009825986,0.00008308241,0.0000441235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252591,"about_ca_system_score_gemma":0.0004596426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002332634,"about_ca_topic_score_gemma":0.000001305037,"domain_scores_codex":[0.9981847,0.0001056222,0.000407816,0.0006230496,0.0003165304,0.0003623211],"domain_scores_gemma":[0.9988981,0.0004563813,0.000180269,0.0001649228,0.00004371612,0.0002566324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006783571,0.0002291778,0.5539663,0.002833976,0.00008173463,0.0001157684,0.00003534161,1.776724e-7,1.157571e-7,0.0001882236,0.00007375354,0.4424686],"study_design_scores_gemma":[0.0004990039,0.0003402192,0.8499135,0.04435261,0.001320251,0.00001077301,0.00004692664,0.00003714923,3.086482e-7,0.00009325907,0.1029963,0.0003896657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01088234,0.9873961,0.000001639483,0.0000962902,0.0001083356,0.000777596,0.0004036899,0.00003213353,0.000301859],"genre_scores_gemma":[0.009175311,0.9901199,0.00004255885,0.00005001545,0.00007402417,0.0002934418,0.0001097942,0.00001850845,0.0001164192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4420789,"threshold_uncertainty_score":0.8122036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894868893920127,"score_gpt":0.3268072691329679,"score_spread":0.2978585801937666,"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."}}