{"id":"W2592783804","doi":"10.1097/mcg.0000000000000805","title":"Natural History and Treatment Outcomes of Severe Autoimmune Hepatitis","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Autoimmune hepatitis; Internal medicine; Gastroenterology; Hepatic encephalopathy; Hazard ratio; Jaundice; Natural history; Hepatitis a virus; Hepatitis; Liver failure; Immunology; Cirrhosis; Confidence interval","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":[0.0003390169,0.0001013469,0.000917058,0.0000498802,0.00004380625,0.000005486283,0.0001516936,0.00007097449,0.000109276],"category_scores_gemma":[0.0005957796,0.00006553502,0.0004235622,0.00000454895,0.0003847911,0.0001051957,0.00007777185,0.0002857918,0.000001605103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000720005,"about_ca_system_score_gemma":0.0001111101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000143889,"about_ca_topic_score_gemma":0.00002781825,"domain_scores_codex":[0.9986271,0.0001352788,0.000879785,0.00008969303,0.0001289114,0.0001392091],"domain_scores_gemma":[0.9980299,0.0001491788,0.001171562,0.0003325846,0.0001616745,0.000155111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002441089,0.0005736058,0.9884149,0.00001508548,0.0005957924,0.0001067778,0.00004581447,2.518548e-7,0.00006311777,0.00001062597,0.000752502,0.006980366],"study_design_scores_gemma":[0.006688037,0.007425401,0.9821968,0.00005061797,0.0003878307,0.0003332671,0.00001698545,0.00002440346,0.000003671367,0.00002164493,0.002823443,0.00002787338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951783,0.0007539141,0.00000725201,0.002621853,0.00121401,0.00006784696,0.000005439679,0.000002967875,0.0001484215],"genre_scores_gemma":[0.9963961,0.001510428,0.0005505179,0.0006972023,0.0001557034,6.061876e-7,0.000001545224,0.000006713232,0.0006811593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006952493,"threshold_uncertainty_score":0.267244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673783824415108,"score_gpt":0.3667236358200631,"score_spread":0.309985797575912,"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."}}