{"id":"W4387369265","doi":"10.1016/j.jhep.2023.09.010","title":"Incidence and predictors of hepatocellular carcinoma in patients with autoimmune hepatitis","year":2023,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"United European Gastroenterology; Fondazione Italiana per la Ricerca sul Cancro; Ministero della Salute; Humanitas University; Academy of Medical Sciences; Associazione Italiana per la Ricerca sul Cancro; Humanitas Research Hospital; National Institute for Health and Care Research","keywords":"Hepatocellular carcinoma; Incidence (geometry); Medicine; Autoimmune hepatitis; Internal medicine; Gastroenterology; Hepatitis; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044997,0.00009082662,0.0004522316,0.0002994226,0.00002358627,0.000003147296,0.00008402297,0.00006579474,0.00003228255],"category_scores_gemma":[0.0001110478,0.00006670761,0.00005681523,0.0002889439,0.0001299297,0.0001090128,0.00005915954,0.0001991956,0.000002308042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004495965,"about_ca_system_score_gemma":0.000189085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004668734,"about_ca_topic_score_gemma":0.00001591774,"domain_scores_codex":[0.9989898,0.00008228646,0.0004425657,0.00008516491,0.0002306389,0.0001695372],"domain_scores_gemma":[0.9991744,0.00007173356,0.0002854133,0.0001489614,0.0002266772,0.00009281001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000587425,0.0001605204,0.9978806,0.00009368758,0.0000707755,0.0002906146,0.0002896304,0.000002742775,0.0001483858,0.00001419204,0.0001591928,0.0003022738],"study_design_scores_gemma":[0.002733262,0.001713518,0.9942138,0.0001465694,0.0001025157,0.0001156284,0.00006263548,0.0004961573,0.000258292,0.00003695497,0.0000643604,0.00005631381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989432,0.0005459598,0.000005268523,0.0001840452,0.000136695,0.0001350549,0.00000700941,0.000007348304,0.0000353975],"genre_scores_gemma":[0.9995542,0.0002529814,0.00007986095,0.00005324197,0.00001969566,0.000001496636,0.000008264189,0.00001025174,0.00002006147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003666767,"threshold_uncertainty_score":0.2720257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008621232283622382,"score_gpt":0.2220339815062013,"score_spread":0.2134127492225789,"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."}}