{"id":"W4413384329","doi":"10.1016/j.jhepr.2025.101560","title":"Persistent risk of hepatocellular carcinoma despite improvement of liver stiffness in patients with chronic HBV with advanced fibrosis","year":2025,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Stichting voor Lever- en Maag-Darm Onderzoek; Vlaamse regering; Faculty of Medicine, Prince of Songkla University; Ipsen; National and Kapodistrian University of Athens; Prince of Songkla University; Norgine; Fonds Wetenschappelijk Onderzoek; Chinese University of Hong Kong; Maastricht Universitair Medisch Centrum; Rijksuniversiteit Groningen; Janssen Pharmaceuticals; Amsterdam University Medical Centers; Gilead Sciences; University of Toronto; Amgen; Universiteit Maastricht; GlaxoSmithKline; Universitair Medisch Centrum Groningen; Bristol-Myers Squibb; Novo Nordisk; Abbott Laboratories","keywords":"Hepatocellular carcinoma; Medicine; Chronic hepatitis; Fibrosis; Liver fibrosis; Gastroenterology; Internal medicine; Carcinoma; Oncology; Immunology; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006647998,0.0002477156,0.0003611489,0.0003859874,0.0005455267,0.0006583447,0.000318935,0.0004212927,0.001424455],"category_scores_gemma":[0.002125109,0.0002857813,0.0004303238,0.0007385398,0.0003204874,0.0004720519,0.0003931325,0.0007912706,0.000153298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475095,"about_ca_system_score_gemma":0.000374524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762837,"about_ca_topic_score_gemma":0.002978776,"domain_scores_codex":[0.9996023,0.0001142578,0.00003844559,0.00008849618,0.00005613819,0.0001004411],"domain_scores_gemma":[0.9976028,0.0003449551,0.001433267,0.0001735245,0.0001111083,0.0003344702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375277,0.00001288953,0.9992035,0.000003120592,0.00001513458,0.00004219896,0.00001669395,0.00001523591,0.00006915598,0.000007504824,0.0000251497,0.0004519607],"study_design_scores_gemma":[0.000009339834,0.00009330713,0.9991159,0.000004213938,0.00002356226,0.0003414741,0.0000762563,0.0001906883,0.00003551287,0.00003620562,0.0000710177,0.000002629002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992456,0.0002968741,0.00006085977,0.00006568435,0.000006643215,0.000002781214,0.00009818238,0.000002392541,0.0002209394],"genre_scores_gemma":[0.9996998,0.00006461714,0.0000342246,0.00001723179,0.00001742344,0.000002179702,0.0001099335,9.079886e-7,0.00005358043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002762837,"threshold_uncertainty_score":0.005493522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004282488972549752,"score_gpt":0.1985558713954053,"score_spread":0.1942733824228555,"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."}}