{"id":"W4366353534","doi":"10.1097/hep.0000000000000413","title":"Use of HBV RNA and to predict change in serological status and disease activity in CHB","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; NIH Clinical Center; Baylor University Medical Center; University of North Carolina at Chapel Hill; Genentech; National Institutes of Health; University of Pennsylvania; Novo Nordisk; Abbott Diagnostics; Gilead Sciences; Georgia Clinical and Translational Science Alliance; Virginia Commonwealth University; National Institute of Diabetes and Digestive and Kidney Diseases; Baylor University; Mallinckrodt Pharmaceuticals; David Geffen School of Medicine, University of California, Los Angeles; University of Minnesota; National Institute on Alcohol Abuse and Alcoholism; University of Toronto; Saint Louis University; GlaxoSmithKline; Pfizer; University of Washington; Bristol-Myers Squibb","keywords":"HBsAg; Medicine; HBeAg; Hepatitis B virus; Hepatitis B; Serology; Internal medicine; Immunology; Population; Virology; Virus; Antibody","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":[0.003719392,0.0006416555,0.000349375,0.0009253977,0.0002330661,0.0007871279,0.0004328425,0.000549046,0.001043509],"category_scores_gemma":[0.008025531,0.0002346592,0.0005391789,0.0005057752,0.0002831884,0.0005648106,0.0005574152,0.0008709034,0.0004164058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002876828,"about_ca_system_score_gemma":0.0003570176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276136,"about_ca_topic_score_gemma":0.003046945,"domain_scores_codex":[0.9989601,0.0005770022,0.00008557302,0.0001268005,0.0001639695,0.00008641931],"domain_scores_gemma":[0.9954441,0.002164465,0.001169581,0.0002562256,0.0004664935,0.0004992146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002657085,0.00005272055,0.9959958,0.000009129328,0.00005694914,0.00001091131,0.00001516638,0.0004948532,0.00007164301,0.00001017303,0.00007956521,0.002937345],"study_design_scores_gemma":[0.00005846455,0.0007104463,0.9717577,0.00004466498,0.000142886,0.00024934,0.00007959206,0.02588822,0.0004614017,0.0001791361,0.0004157018,0.00001237945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997395,0.000608322,0.0007249399,0.0001270977,0.00001914233,0.00002112177,0.0003110257,0.00003043104,0.0007628422],"genre_scores_gemma":[0.9991276,0.00007675494,0.0003433487,0.00002104644,0.00001144524,0.000008980492,0.0002719824,0.000002661396,0.0001362385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003719392,"threshold_uncertainty_score":0.01967025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206188397204463,"score_gpt":0.3416816834931153,"score_spread":0.221062843772669,"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."}}