{"id":"W2316542476","doi":"10.1097/meg.0000000000000085","title":"The natural history of autoimmune hepatitis presenting with jaundice","year":2014,"lang":"en","type":"article","venue":"European Journal of Gastroenterology & Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Exeter; Alberta Innovates - Health Solutions; GlaxoSmithKline","keywords":"Medicine; Jaundice; Gastroenterology; Autoimmune hepatitis; Internal medicine; Hepatitis; Cirrhosis; Liver biopsy; Varices; Retrospective cohort study; Elevated transaminases; Biopsy","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":[0.0009615519,0.0001447491,0.0004955789,0.0001122492,0.00008308031,0.000005716391,0.0003390868,0.00002490762,0.00004437386],"category_scores_gemma":[0.0001617751,0.00008863767,0.0001837186,0.00004463445,0.0006627644,0.00008077415,0.0001119476,0.0005558051,0.000008307496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009278393,"about_ca_system_score_gemma":0.0001261385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004115177,"about_ca_topic_score_gemma":0.00002336803,"domain_scores_codex":[0.9972138,0.00149488,0.0006372661,0.0001227515,0.0001884385,0.0003428883],"domain_scores_gemma":[0.9982222,0.0001648674,0.000844432,0.0003354269,0.0003204245,0.0001126513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278154,0.0001392039,0.989549,0.00003426037,0.0004074522,0.000389949,0.0002812825,0.000003866873,0.001049332,0.00009534821,0.003803222,0.001465522],"study_design_scores_gemma":[0.002887199,0.004964195,0.9428229,0.00006718637,0.000302198,0.004361021,0.00006021509,0.0002933557,0.00003852736,0.000007061687,0.04414536,0.0000507947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930871,0.001394114,0.0007841583,0.001553196,0.0008978204,0.00007809954,0.0000011714,0.0000117588,0.002192607],"genre_scores_gemma":[0.9975649,0.0002379068,0.000688603,0.0008470695,0.0001453655,6.336654e-7,0.000003108463,0.0000250501,0.0004874184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04672614,"threshold_uncertainty_score":0.3614539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008768001267970869,"score_gpt":0.2091404230340086,"score_spread":0.2003724217660378,"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."}}