{"id":"W3184966069","doi":"10.1016/j.cgh.2021.07.036","title":"Treatment Algorithm for Managing Chronic Hepatitis B Virus Infection in the United States: 2021 Update","year":2021,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Janssen Pharmaceuticals; Gilead Sciences; Children's Liver Disease Foundation; Roche; National Cancer Institute; AbbVie; GlaxoSmithKline; Merck; B.K. Kee Foundation; Pfizer; Vir Biotechnology; Abbott Diagnostics; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Tenofovir alafenamide; Hepatitis B virus; Hepatocellular carcinoma; Cirrhosis; Algorithm; Hepatitis B; Liver disease; Natural history; Disease; Vaccination; Immunology; Internal medicine; Intensive care medicine; Virus; Viral load","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":[0.0003856713,0.000191515,0.000683117,0.0001252763,0.0001361989,0.0000117643,0.00005655121,0.0001889758,0.000082921],"category_scores_gemma":[0.0001526681,0.0001430601,0.0001538649,0.0001473001,0.0003878166,0.00003499599,0.00007429507,0.0003134074,0.00002149684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176439,"about_ca_system_score_gemma":0.00009454439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004807892,"about_ca_topic_score_gemma":0.120575,"domain_scores_codex":[0.9977691,0.0006302224,0.000613489,0.0004550582,0.00006500551,0.0004671622],"domain_scores_gemma":[0.9988444,0.0005792939,0.000112435,0.0002684993,0.0001079518,0.00008742264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002653106,0.0004181497,0.964163,0.00002925216,0.0002476083,0.0005599229,0.0001290348,0.00000475432,0.000003963692,0.0001591487,0.0007784769,0.03324136],"study_design_scores_gemma":[0.006772176,0.007019887,0.9121795,0.00004529685,0.0003655106,0.0009007361,0.00005061999,0.02056246,0.00002913078,0.0009326582,0.05102801,0.0001139921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775629,0.0006615088,0.008326732,0.01246543,0.0004389985,0.0004288804,0.00004954639,0.00002314097,0.00004283723],"genre_scores_gemma":[0.8615431,0.1218415,0.001907542,0.01331628,0.0003623691,0.0003308516,0.0005952641,0.00002306004,0.00008011472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12118,"threshold_uncertainty_score":0.8954722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021138455821932,"score_gpt":0.3565566046413387,"score_spread":0.3163452200831194,"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."}}