{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009427345,0.0003517619,0.0004480836,0.001393358,0.0004016972,0.0005710824,0.0002834647,0.0005861399,0.001440609],"category_scores_gemma":[0.00215167,0.0002489034,0.0003008506,0.001165214,0.0008597768,0.0006078696,0.0006552159,0.0003073086,0.0002989167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606438,"about_ca_system_score_gemma":0.0001964455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003183329,"about_ca_topic_score_gemma":0.000415277,"domain_scores_codex":[0.9989341,0.0003223485,0.0001886723,0.0001499146,0.0002465331,0.0001584794],"domain_scores_gemma":[0.9950668,0.001189621,0.002863637,0.000272915,0.0002903999,0.0003166845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004553395,0.00004795208,0.9754893,0.0001123956,0.00004488108,0.004466138,0.0002482009,0.00004324638,0.008137066,0.00007286711,0.00004662966,0.01083613],"study_design_scores_gemma":[0.00001301042,0.0003508101,0.9666334,0.0000169165,0.00004873807,0.0301772,0.0003673388,0.00008790155,0.001793157,0.00008577308,0.0004170308,0.000008731883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957225,0.003253175,0.0003233376,0.00003288621,0.000005231087,0.00001112986,0.00003079266,0.00001056999,0.0006103507],"genre_scores_gemma":[0.9989501,0.0005835977,0.0002741636,0.00002308831,0.00002430149,0.000006845025,0.0000556229,0.000002278262,0.00008017087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001440609,"threshold_uncertainty_score":0.00498575,"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."}}