{"id":"W1540885912","doi":"10.1111/j.1365-2559.2011.03790.x","title":"Advanced histology and impaired liver regeneration are associated with disease severity in acute-onset autoimmune hepatitis","year":2011,"lang":"en","type":"article","venue":"Histopathology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Autoimmune hepatitis; Fulminant; Fulminant hepatitis; Pathology; Fulminant hepatic failure; Pathological; Immunohistochemistry; Medicine; Necrosis; Regeneration (biology); Cytokeratin; Progenitor cell; Liver disease; Hepatitis; Gastroenterology; Internal medicine; Biology; Disease; Liver transplantation; Stem cell; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004875768,0.0003690941,0.0002329028,0.000979236,0.0002122859,0.0003219809,0.0001482927,0.000262899,0.002021704],"category_scores_gemma":[0.00141206,0.0001308901,0.000176119,0.00053025,0.0003882352,0.0003327927,0.0003386171,0.0003135471,0.0002838647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001037309,"about_ca_system_score_gemma":0.00009838775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003204586,"about_ca_topic_score_gemma":0.0004270998,"domain_scores_codex":[0.9997837,0.00006653151,0.00004069946,0.00002756506,0.00005628901,0.00002531781],"domain_scores_gemma":[0.9985504,0.0002115296,0.0007731349,0.00005359968,0.0001578072,0.0002534642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003396799,0.00002653881,0.9911749,0.00004810354,0.00004104978,0.0002804896,0.00004222519,0.00004652273,0.003796655,0.00001509658,0.00003595221,0.004152856],"study_design_scores_gemma":[0.00000509217,0.0001188817,0.9982246,0.000006534891,0.00001482882,0.001102469,0.00006732631,0.000073562,0.0002687257,0.00003033258,0.00008533894,0.000002244208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982927,0.001020811,0.0002152505,0.00002886368,0.000005764385,0.000008611324,0.00004172721,0.000006986204,0.0003793421],"genre_scores_gemma":[0.9994915,0.000180888,0.000142472,0.000009887587,0.00001496688,0.000002735858,0.00006164614,0.000001031865,0.0000948095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002021704,"threshold_uncertainty_score":0.006763279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685331408171679,"score_gpt":0.2231378047277258,"score_spread":0.206284490646009,"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."}}