{"id":"W2900933056","doi":"10.1053/j.gastro.2018.11.037","title":"New and Old Biomarkers for Diagnosis and Management of Chronic Hepatitis B Virus Infection","year":2018,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"China Scholarship Council; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences; Merck; AbbVie; Bristol-Myers Squibb","keywords":"Medicine; Chronic hepatitis; Virology; Hepatitis B virus; Virus; Immunology; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000141704,0.000297857,0.001370823,0.0002243583,0.00005070178,0.000007122921,0.00005094967,0.0001664857,0.00004159638],"category_scores_gemma":[0.00002894915,0.0002595266,0.0001878002,0.00007812194,0.0002010588,0.00003086459,0.0001757658,0.00009683249,0.000006530769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382299,"about_ca_system_score_gemma":0.00003621643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003542304,"about_ca_topic_score_gemma":0.01355883,"domain_scores_codex":[0.9986061,0.0000739797,0.0004843873,0.0004187259,0.00008779031,0.0003289518],"domain_scores_gemma":[0.9992582,0.00007197641,0.000278724,0.0002296612,0.00004696684,0.000114472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007510379,0.00004956963,0.2355518,0.03135209,0.002124558,0.00001398358,0.00001764705,9.481076e-9,2.817265e-7,0.0000212283,0.008836199,0.7219576],"study_design_scores_gemma":[0.001425581,0.004808872,0.05656551,0.01072953,0.004027512,0.0001498539,6.791832e-7,0.000004187299,0.00000234378,0.00001952888,0.9221461,0.0001202648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006738676,0.9899221,0.0008083718,0.00009513972,0.0003679057,0.001883829,0.0001156394,0.00002789254,0.00004046236],"genre_scores_gemma":[0.0001549987,0.9973244,0.001344385,0.00009056547,0.0002296125,0.0006358207,0.00006233639,0.00004003492,0.0001178426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9133099,"threshold_uncertainty_score":0.9999857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03775670849820436,"score_gpt":0.3275020328957361,"score_spread":0.2897453243975318,"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."}}