{"id":"W2791328235","doi":"10.1002/hep.29872","title":"Host and viral factors associated with serum hepatitis B virus RNA levels among patients in need for treatment","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Virgo Consortium; Sociale en Geesteswetenschappen, NWO; F. Hoffmann-La Roche; Foundation for Liver Research; Bristol-Myers Squibb","keywords":"HBeAg; Hepatitis B virus; RNA; Virology; Medicine; Hepatitis B; Hepatology; Virus; Immunology; HBsAg; Internal medicine; Biology; Gene","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":[0.00007412907,0.0002643477,0.0006884554,0.0001676017,0.0001408878,0.00001039225,0.00004656109,0.0001843328,0.00002979886],"category_scores_gemma":[0.0003046736,0.0002001696,0.00005225575,0.0001580344,0.0003685452,0.00008676551,0.00004243431,0.00007580427,0.00001088289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424537,"about_ca_system_score_gemma":0.00008210944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02148194,"about_ca_topic_score_gemma":0.2964231,"domain_scores_codex":[0.9986092,0.00008111291,0.0003117247,0.0003649238,0.0001392032,0.000493839],"domain_scores_gemma":[0.9991918,0.0001910525,0.0001308712,0.0001761832,0.0001880552,0.0001220316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498722,0.0002628518,0.9966794,0.00001527923,0.00020279,0.00002907933,0.001322056,3.550562e-8,0.0001397288,0.00003478569,0.0002245041,0.0009395884],"study_design_scores_gemma":[0.004920443,0.003854375,0.9854928,0.00006861836,0.0001165287,0.000002621787,0.00003695984,0.0002837139,0.004532048,0.00004114322,0.0004566029,0.0001941914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979286,0.00005388914,0.00002572059,0.0001992244,0.0001912274,0.0009383606,0.0003214448,0.000123126,0.0002183594],"genre_scores_gemma":[0.9990539,0.0001115101,0.0001044367,0.0002908868,0.00004817728,0.000128398,0.00006129316,0.00006226786,0.0001391118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2749411,"threshold_uncertainty_score":0.9850341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836236889188958,"score_gpt":0.2816568445045109,"score_spread":0.2432944756126213,"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."}}