{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007573276,0.0001874201,0.0004491639,0.0001429034,0.00002706123,0.000005041608,0.00004150301,0.00004426442,0.00003610661],"category_scores_gemma":[0.00001645035,0.0001265906,0.0001372431,0.0002454868,0.00007354416,0.00006362127,0.00004413728,0.00007266887,4.852037e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384734,"about_ca_system_score_gemma":0.0002547899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009666511,"about_ca_topic_score_gemma":0.0000707912,"domain_scores_codex":[0.9985928,0.00001920037,0.0004513901,0.0003710571,0.0003674689,0.0001980865],"domain_scores_gemma":[0.9986963,0.00002516475,0.0004184269,0.0005167179,0.0002520432,0.00009133291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009580427,0.001811684,0.9835634,0.0006325545,0.0004641993,0.0003867454,0.0002049811,0.0001079333,0.000353748,0.000005117775,0.00001393542,0.01149772],"study_design_scores_gemma":[0.004461193,0.002807007,0.9777083,0.001023698,0.001077212,0.00000368823,0.0000670412,0.0001057489,0.01257956,0.000004165234,0.00004783626,0.0001145109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996838,0.001554336,0.000008699544,0.00001809813,0.00004450096,0.001368673,0.00002753722,0.00001107375,0.0001291321],"genre_scores_gemma":[0.9993875,0.00009150423,0.0001761779,0.00001555136,0.000007369701,0.0001535273,0.00006700239,0.00001626993,0.00008509486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222582,"threshold_uncertainty_score":0.5162216,"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."}}