{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005141851,0.0003082011,0.0004895488,0.001219756,0.0006302783,0.000987052,0.0003827694,0.000859251,0.003221149],"category_scores_gemma":[0.002982672,0.00041252,0.0006666505,0.0015603,0.0004588744,0.0008327787,0.0005399349,0.001205041,0.0004515189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664596,"about_ca_system_score_gemma":0.0004049281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002732263,"about_ca_topic_score_gemma":0.00212137,"domain_scores_codex":[0.9995881,0.0001086266,0.0000585409,0.00005888829,0.00007750684,0.0001084896],"domain_scores_gemma":[0.9973381,0.0007067664,0.001004866,0.000187424,0.0002071291,0.0005557561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001162346,0.00001815924,0.9992747,0.000003328013,0.00002073067,0.00007095276,0.0000145769,0.0000210804,0.00008329781,0.00001065563,0.0000273088,0.0003390584],"study_design_scores_gemma":[0.00000549647,0.00005897074,0.9988219,0.000003315815,0.00002832087,0.0005911444,0.0001514983,0.0001943743,0.00004405804,0.0000335401,0.00006359902,0.00000383107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981134,0.0005331096,0.000058893,0.00009438606,0.0000120934,0.000003384097,0.0002121041,0.000007627744,0.0009650055],"genre_scores_gemma":[0.9995592,0.0001299014,0.00002974924,0.00001342851,0.00002599022,0.00000209881,0.0001243302,0.000001559412,0.0001136817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003221149,"threshold_uncertainty_score":0.01077586,"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."}}