{"id":"W4407987577","doi":"10.1111/liv.70042","title":"The Association Between Metabolic Dysfunction‐Associated Steatotic Liver Disease and Change in Liver Stiffness in Patients With Chronic Hepatitis B","year":2025,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Stichting voor Lever- en Maag-Darm Onderzoek; Gilead Sciences","keywords":"Medicine; Internal medicine; Gastroenterology; Stage (stratigraphy); Chronic hepatitis; Liver disease; Cohort; Immunology; Virus","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":[0.0001260826,0.0001519236,0.0002116686,0.0002017814,0.00008345472,0.0000583325,0.00009008832,0.00006167749,0.00008797182],"category_scores_gemma":[0.0001145559,0.0001110488,0.00005273102,0.0002390375,0.00003958064,0.0002192193,0.00007219327,0.0001405783,0.00001911347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130771,"about_ca_system_score_gemma":0.000116544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251439,"about_ca_topic_score_gemma":0.004494468,"domain_scores_codex":[0.9987753,0.00008879347,0.0002179018,0.0002715022,0.0004365018,0.0002099979],"domain_scores_gemma":[0.9992238,0.0002470198,0.0001113774,0.0001274607,0.0001998802,0.00009048029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002175401,0.0005605113,0.9804686,0.00002861508,0.0006453532,0.00004200356,0.000231724,0.000003056435,1.787092e-7,0.0005829367,0.0001306772,0.01708877],"study_design_scores_gemma":[0.004935476,0.00007678645,0.9926981,0.0003264185,0.0004712201,1.486425e-7,0.000007205136,0.0007535969,0.000004260891,0.00004190213,0.0005842745,0.0001005927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953356,0.002556035,0.000003468816,0.0007226501,0.0002253149,0.0007877595,0.000158327,0.00002104986,0.0001898224],"genre_scores_gemma":[0.9964806,0.001890331,0.000006128395,0.0002629258,0.0001091388,0.000249009,0.0003634904,0.00001158865,0.0006267172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698817,"threshold_uncertainty_score":0.4915226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023839973038725,"score_gpt":0.2389764879765438,"score_spread":0.2287380882461565,"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."}}