{"id":"W2035320899","doi":"10.2188/jea.je20090039","title":"Model of Life Expectancy of Chronic Hepatitis B Carriers in an Endemic Region","year":2009,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Life expectancy; Chronic liver disease; Hepatocellular carcinoma; Hepatitis B; Liver disease; Demography; Population; Internal medicine; Immunology; Cirrhosis; Environmental health","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":[0.001421453,0.0001359878,0.001501866,0.0003318109,0.00001822087,4.871e-7,0.000136393,0.0001836715,0.00001991688],"category_scores_gemma":[0.006360325,0.0001108893,0.0001992239,0.0001531641,0.0001753805,0.0001180569,0.00001852995,0.0004019566,7.111206e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528069,"about_ca_system_score_gemma":0.0004797151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005813292,"about_ca_topic_score_gemma":0.001276436,"domain_scores_codex":[0.9971887,0.0004375538,0.001770633,0.0001518797,0.0001474207,0.0003037727],"domain_scores_gemma":[0.9975188,0.0005121586,0.001245742,0.000245365,0.0002834632,0.0001945221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003255152,0.000153827,0.9809467,0.00006447142,0.0000773791,0.00005566494,0.0008591301,0.002453506,0.007872324,0.001079537,0.001980716,0.004131224],"study_design_scores_gemma":[0.003358647,0.008055886,0.9401683,0.0008722892,0.0001639807,0.0003162249,0.0001622561,0.03113037,0.0009882428,0.01433321,0.0002441999,0.0002064157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847332,0.009577222,0.002572672,0.002504521,0.0001392827,0.0001170712,0.000004161041,0.000005503628,0.0003463964],"genre_scores_gemma":[0.9875234,0.008043464,0.003178055,0.0009961174,0.0002264343,0.00000180014,0.000001574378,0.00001029171,0.00001883808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077843,"threshold_uncertainty_score":0.7614362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083931354886357,"score_gpt":0.3644417393462425,"score_spread":0.2560486038576067,"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."}}