{"id":"W3175742591","doi":"10.1093/infdis/jiab446","title":"Hepatitis E in Bangladesh: Insights From a National Serosurvey","year":2021,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Government of Canada; National Institutes of Health; Fogarty International Center; International Centre for Diarrhoeal Disease Research, Bangladesh; Centers for Disease Control and Prevention; Sveriges Regering","keywords":"Seroprevalence; Medicine; Hepatitis A; Odds ratio; Demography; Confidence interval; Environmental health; Hepatitis E; Incidence (geometry); Viral hepatitis; Hepatitis; Immunology; Internal medicine; Serology; Antibody; Genotype; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434528,0.00009192376,0.000362307,0.00008335704,0.00007526783,0.000009327162,0.00005802472,0.00004552863,0.0002390093],"category_scores_gemma":[0.002204792,0.00005850178,0.000126677,0.000222514,0.00006826931,0.00007775915,0.00004185074,0.0002140171,0.00001891023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001646706,"about_ca_system_score_gemma":0.000338453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272102,"about_ca_topic_score_gemma":0.0105887,"domain_scores_codex":[0.998714,0.000406004,0.0004249007,0.00007929254,0.0002467509,0.0001290616],"domain_scores_gemma":[0.9982331,0.0009020614,0.0001895173,0.0001059992,0.0004661631,0.000103123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055102,0.0002327644,0.9922335,0.00001138887,0.0001775923,0.0002372123,0.0001996138,0.000143889,0.0002711537,0.0002110584,0.00582499,0.0003513161],"study_design_scores_gemma":[0.001268961,0.0001976783,0.989486,0.0001214797,0.0001203452,0.0002778592,0.0000865796,0.00009079699,0.00008877082,0.00644829,0.001752,0.00006126138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906849,0.005629692,0.0001059498,0.0009400611,0.0003295316,0.00005992272,0.00003884505,0.00001054008,0.002200602],"genre_scores_gemma":[0.9840079,0.01283122,0.00003657644,0.002628452,0.000433981,0.000002815443,0.00001491543,0.000009335277,0.0000347818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007316595,"threshold_uncertainty_score":0.5908741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692989621841406,"score_gpt":0.2953433642555425,"score_spread":0.2684134680371284,"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."}}