{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001175738,0.0001653592,0.0003891536,0.0001250762,0.0001035821,0.000003416041,0.00006535093,0.0001192665,0.0001503019],"category_scores_gemma":[0.000151913,0.0001505361,0.00004726505,0.0001289326,0.0002857194,0.0001195123,0.00005530567,0.0001985976,0.000009169756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672039,"about_ca_system_score_gemma":0.0001410613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005460644,"about_ca_topic_score_gemma":0.0006430674,"domain_scores_codex":[0.9989028,0.0002295288,0.0002215466,0.0003071457,0.00008818683,0.0002507962],"domain_scores_gemma":[0.9992365,0.00002871746,0.0001527267,0.0003311026,0.00009884363,0.0001521609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001527523,0.0004751869,0.9915998,0.00003843404,0.00001703784,0.003104978,0.001146673,5.940765e-7,0.0008179431,0.00007883707,0.0002817357,0.0009112667],"study_design_scores_gemma":[0.002010099,0.0005219172,0.9960389,0.00007181147,0.000237545,0.0002661573,0.00005202472,0.000302527,0.00004728558,0.0001009898,0.000185778,0.0001649555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996452,0.002405725,0.00007608205,0.0002577057,0.0001368826,0.0003112597,0.00007115852,0.00007512426,0.0002140924],"genre_scores_gemma":[0.9973851,0.0004966246,0.0004724081,0.0005291916,0.00001104542,0.00005518296,0.0002042219,0.00001988442,0.00082631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004439119,"threshold_uncertainty_score":0.6138684,"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."}}