{"id":"W2588913912","doi":"10.1111/liv.13387","title":"A national retrospective study of paediatric end‐stage liver disease as a predictor of change to second‐line therapy in children with autoimmune hepatitis","year":2017,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Memorial University of Newfoundland; University Health Network; University of Alberta Hospital; University of Alberta; Child and Family Research Institute; Université de Montréal; Hospital for Sick Children; University of British Columbia; Montreal Children's Hospital; Western University; University of Toronto; Children's Hospital of Western Ontario; Children's Hospital of Eastern Ontario; McGill University; University of Ottawa","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Internal medicine; Receiver operating characteristic; Autoimmune hepatitis; Retrospective cohort study; Univariate analysis; Liver disease; Stage (stratigraphy); Cohort; Hepatitis C; Area under the curve; Gastroenterology; Pediatrics; Multivariate analysis; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012655,0.0002732539,0.0005649835,0.0009834002,0.0006209645,0.0005835907,0.0004772245,0.0004261081,0.00118561],"category_scores_gemma":[0.002758084,0.0004230648,0.0004733706,0.001875249,0.0005792552,0.000395991,0.0005243601,0.0006186937,0.0001616122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187951,"about_ca_system_score_gemma":0.002208228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08450476,"about_ca_topic_score_gemma":0.08798178,"domain_scores_codex":[0.9986712,0.0002073892,0.0001624352,0.0002802958,0.0004488424,0.0002299748],"domain_scores_gemma":[0.99689,0.000435228,0.001466777,0.0002018324,0.0005553273,0.0004508347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002338078,0.000006136902,0.9995756,0.000006122832,0.000008258458,0.00007421203,0.00004082793,0.000008242267,0.0000339431,0.000003838006,0.00003257739,0.0001869468],"study_design_scores_gemma":[0.000004078607,0.00006667853,0.9989875,0.000008788812,0.00001196363,0.0005307631,0.0001793457,0.00004003648,0.00002751087,0.000002847606,0.0001382377,0.000002191116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987854,0.0001877595,0.00004492883,0.00001915779,0.000003405201,0.0000206065,0.0006332728,0.000002179113,0.0003032449],"genre_scores_gemma":[0.9989077,0.0001687784,0.0001169324,0.00002576132,0.000003714242,0.00002936987,0.0006927024,0.000001825342,0.00005326993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08450476,"threshold_uncertainty_score":0.1680258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141781950354226,"score_gpt":0.2920061720970153,"score_spread":0.2605883525934731,"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."}}