{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000720158,0.0006456707,0.001356087,0.0005468181,0.0006007297,0.00003761724,0.0002497576,0.0005923405,0.0007249659],"category_scores_gemma":[0.001080358,0.0006618644,0.0004197717,0.0004919937,0.0006565165,0.000290107,0.0001661005,0.0004821866,0.0005077579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119177,"about_ca_system_score_gemma":0.0005124699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06439376,"about_ca_topic_score_gemma":0.3282112,"domain_scores_codex":[0.9954448,0.0001609386,0.001262754,0.001054298,0.0005721533,0.001505033],"domain_scores_gemma":[0.9969194,0.0008178197,0.0004051692,0.0007302716,0.0006974959,0.0004298573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003142889,0.0002519603,0.9598737,0.0002533143,0.0004737727,0.000401518,0.0006198376,0.000001096325,0.004111601,0.002458996,0.0148251,0.0164148],"study_design_scores_gemma":[0.002909758,0.00238037,0.8778893,0.0002194686,0.0003002755,0.000473504,0.00002558667,0.002486117,0.03414825,0.001818335,0.07673163,0.0006174186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700913,0.002160609,0.01647267,0.00107717,0.001967795,0.002223803,0.001276982,0.0005802825,0.004149389],"genre_scores_gemma":[0.9658825,0.02248929,0.006900737,0.001451662,0.001263266,0.00050612,0.00056697,0.0001522251,0.0007871799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638175,"threshold_uncertainty_score":0.9995832,"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."}}