{"id":"W2093825271","doi":"10.1002/hep.21811","title":"Hepatitis B virus DNA prediction rules for hepatitis B e antigen–negative chronic hepatitis B","year":2007,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"HBeAg; Medicine; Hepatitis B virus; Internal medicine; Gastroenterology; Hepatitis B; Seroconversion; Hepatology; Hepatitis; Immunology; HBsAg; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045273,0.0005314499,0.0003781378,0.001052931,0.000241862,0.0007118291,0.0003648445,0.0004479077,0.002110037],"category_scores_gemma":[0.009131434,0.0001463489,0.000328552,0.0002795076,0.0002110621,0.0003851732,0.0002286237,0.0006312597,0.0006188072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973124,"about_ca_system_score_gemma":0.0004365784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628279,"about_ca_topic_score_gemma":0.002043884,"domain_scores_codex":[0.999724,0.00008629532,0.00003759347,0.00004863806,0.00007235578,0.00003122213],"domain_scores_gemma":[0.9932805,0.005048054,0.0006731054,0.0001119669,0.0005657331,0.0003205852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006842916,0.000182866,0.9246559,0.00006170565,0.000081918,0.0001411904,0.0000385049,0.02154713,0.0005371804,0.0001241906,0.001828956,0.05011611],"study_design_scores_gemma":[0.0002114628,0.0008056173,0.2990467,0.0001738376,0.0002014579,0.001064384,0.0001643541,0.6915409,0.002398794,0.002356914,0.001998066,0.00003750516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854349,0.0006523486,0.01108758,0.0003924844,0.00007420681,0.00007874738,0.0008464486,0.0001861771,0.001247122],"genre_scores_gemma":[0.9944365,0.0001128445,0.004073906,0.00003762056,0.00006477119,0.0000257364,0.000956961,0.000008037764,0.0002836903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002628279,"threshold_uncertainty_score":0.00705874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245296651102077,"score_gpt":0.2960809883129326,"score_spread":0.2736280218019119,"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."}}