{"id":"W2277897347","doi":"10.1111/liv.13083","title":"Bile ductal injury and ductular reaction are frequent phenomena with different significance in autoimmune hepatitis","year":2016,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Bile duct; Medicine; Fibrosis; Gastroenterology; Autoimmune hepatitis; Liver biopsy; Liver injury; Internal medicine; Hepatitis; Pathology; Biopsy; Clinical significance","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":[0.00003960889,0.0001049115,0.0001339185,0.0000935655,0.00003059409,0.00001525565,0.00006886261,0.00003022186,0.0004639598],"category_scores_gemma":[0.00002273486,0.00006554705,0.00003085082,0.0000473168,0.00007929554,0.0001886328,0.00004736672,0.000088977,0.00001490264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175596,"about_ca_system_score_gemma":0.0000318102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008644978,"about_ca_topic_score_gemma":0.00005495795,"domain_scores_codex":[0.9993018,0.00002629795,0.0001436271,0.0001925309,0.0002217535,0.0001140287],"domain_scores_gemma":[0.9996094,0.00002918422,0.00007667275,0.0001451565,0.00007825004,0.00006129828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005428909,0.0003542782,0.9428537,0.00002970515,0.0001333861,0.00009265799,0.0002250897,4.075327e-7,0.04575657,0.0007974298,0.0002052128,0.009008656],"study_design_scores_gemma":[0.001240824,0.0002048165,0.9947972,0.0002531621,0.00002739768,0.00003319118,0.00007067742,0.00009517711,0.001792212,0.0001185738,0.001267239,0.00009954733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975247,0.0002324542,0.00009870106,0.001068798,0.000208519,0.0001842448,0.00007715823,0.00002600541,0.0005794478],"genre_scores_gemma":[0.9977871,0.000653694,0.00006110258,0.0001283472,0.0001441892,0.00003018158,0.00003465821,0.00001106114,0.001149699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05194347,"threshold_uncertainty_score":0.5080034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024800176925117,"score_gpt":0.2289914647379599,"score_spread":0.2187434629687088,"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."}}