{"id":"W2590833285","doi":"10.1177/1352458517692885","title":"Concurrent autoimmune hepatitis in multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Autoimmune hepatitis; Medicine; Liver biopsy; Multiple sclerosis; Hepatitis; Fulminant; Biopsy; Gastroenterology; Immunology; Internal medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000576894,0.0003236217,0.0006306409,0.0002242221,0.001407429,0.0004794405,0.0006067838,0.0001535065,0.0006491131],"category_scores_gemma":[0.001284396,0.0002863189,0.0004184674,0.0001203339,0.0002964466,0.0006816228,0.0003018313,0.0009294319,0.0001502396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003364325,"about_ca_system_score_gemma":0.0002062363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584195,"about_ca_topic_score_gemma":0.0004180361,"domain_scores_codex":[0.9975664,0.0001501134,0.0007250607,0.0003419,0.0005533206,0.0006631886],"domain_scores_gemma":[0.9976146,0.0001475228,0.0005140675,0.0009647742,0.0002686038,0.0004904413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000154311,0.0006571701,0.8975097,0.00004039823,0.0001047519,0.00004877345,0.0003339681,0.00001430981,0.02320879,0.00001000839,0.001307594,0.07661024],"study_design_scores_gemma":[0.01062997,0.0002542386,0.9784824,0.001404665,0.0001100491,0.00007080203,0.0001638776,0.005102089,0.001922173,0.00001653962,0.001537685,0.0003054627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946633,0.001608463,0.0001766424,0.001197318,0.001334927,0.0004408098,0.00007120655,0.00005640003,0.0004509127],"genre_scores_gemma":[0.9938892,0.004498049,0.0005612839,0.0002836747,0.0003899061,0.00003072796,0.00002627439,0.00005035803,0.0002705223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08097277,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147327315964545,"score_gpt":0.2883125301567545,"score_spread":0.1409852141922095,"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."}}