{"id":"W3168102107","doi":"10.3138/canlivj-2021-0006","title":"Single Topic Conference on Autoimmune Liver Disease from the Canadian Association for the Study of the Liver","year":2021,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; BC Children's Hospital; Toronto General Hospital; University of Toronto; Toronto Rehabilitation Institute; Stollery Children's Hospital; University of Alberta; Hospital for Sick Children; Université de Montréal; University Health Network; University of Alberta Hospital","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Primary sclerosing cholangitis; Autoimmune hepatitis; Obeticholic acid; Primary biliary cirrhosis; Cirrhosis; Disease; Liver disease; Biliary cirrhosis; Etiology; Liver transplantation; Immunology; Internal medicine; Autoimmune disease; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002942043,0.0001340484,0.0001822035,0.00005365468,0.001238324,0.0001624019,0.000388935,0.00006879964,0.001055858],"category_scores_gemma":[0.000531606,0.0000745988,0.0001997681,0.0001680921,0.00007087434,0.00008404295,0.0000402114,0.0005053202,0.00001584401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134145,"about_ca_system_score_gemma":0.004869411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7799354,"about_ca_topic_score_gemma":0.9494417,"domain_scores_codex":[0.9986195,0.0002911653,0.0002255107,0.0001512771,0.0003609542,0.0003515965],"domain_scores_gemma":[0.997745,0.0003612116,0.0001676336,0.0005371145,0.0005786204,0.0006103533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003069985,0.001070642,0.8756979,0.0000564548,0.002218936,0.00104394,0.01823789,0.00008004287,0.0001592748,0.001990038,0.07393251,0.02520536],"study_design_scores_gemma":[0.001003927,0.0001575425,0.9676479,0.0001162693,0.0007124883,0.00001436323,0.002389419,0.0005016543,0.00002549129,0.0001090058,0.02723078,0.00009122477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785697,0.004282538,0.000004906178,0.01390808,0.0009042616,0.000855046,0.0004214572,0.00000556888,0.00104839],"genre_scores_gemma":[0.9934199,0.0002317022,0.00000908842,0.003485002,0.0003831419,0.00001265803,0.00001959094,0.00001447527,0.002424482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1695063,"threshold_uncertainty_score":0.9998573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780917336268724,"score_gpt":0.2439105485440895,"score_spread":0.1961013751814023,"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."}}