{"id":"W4410541322","doi":"10.1097/hep.0000000000001407","title":"Management of immune-tolerant chronic hepatitis B","year":2025,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Chronic hepatitis; Medicine; Immune system; Immunology; Virology; 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":[0.0001043038,0.0001317395,0.0005359421,0.0001575531,0.00005831486,0.000002368123,0.00009712738,0.00008850219,0.0002701335],"category_scores_gemma":[0.00002310882,0.0001231917,0.0001177135,0.0002595702,0.0001744551,0.00002109771,0.0001478959,0.0001173083,0.00009713591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001577217,"about_ca_system_score_gemma":0.0001180051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497729,"about_ca_topic_score_gemma":0.001397238,"domain_scores_codex":[0.9988875,0.00004376128,0.0004388177,0.0002282836,0.0001227211,0.0002788977],"domain_scores_gemma":[0.9993687,0.00004544426,0.00007787222,0.0003860207,0.00008638745,0.00003558223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006758689,0.0001302943,0.9376724,0.0009825635,0.0006183515,0.0004301845,0.00009398453,0.000001001005,0.0006744804,0.03099831,0.002952163,0.02537864],"study_design_scores_gemma":[0.002458806,0.0003868147,0.8873227,0.0008270527,0.0004344775,0.00007045795,0.00003654571,0.001329057,0.01027122,0.001160383,0.09550974,0.000192701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128867,0.01005245,0.0008780087,0.002532808,0.0006218937,0.0005201381,0.00001015042,0.00009283876,0.07240497],"genre_scores_gemma":[0.9908442,0.004892955,0.0008806746,0.0003803297,0.00002390745,0.00007169454,0.00001027262,0.00001175446,0.002884242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09255757,"threshold_uncertainty_score":0.5023611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203789114489948,"score_gpt":0.290327775258599,"score_spread":0.2782898841136995,"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."}}