{"id":"W4389128401","doi":"10.1101/2023.11.28.23299131","title":"Hepatitis E in Kathmandu Valley: Insights from a Representative Longitudinal Serosurvey","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Seroprevalence; Seroconversion; Transmission (telecommunications); Hepatitis E virus; Medicine; Incidence (geometry); Serology; Subclinical infection; Environmental health; Vaccination; Population; Hepatitis A; Hepatitis E; Demography; Veterinary medicine; Geography; Virology; Hepatitis; Antibody; Immunology; Biology","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":[0.001641114,0.0001980506,0.0001864601,0.0006901602,0.0008329672,0.0005374716,0.0003458622,0.0004875522,0.0006750649],"category_scores_gemma":[0.002379679,0.0002103976,0.000213899,0.0009404128,0.0002473385,0.0004220236,0.0007929342,0.0002955702,0.0001883162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003272154,"about_ca_system_score_gemma":0.0007863992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02228271,"about_ca_topic_score_gemma":0.02537462,"domain_scores_codex":[0.9992943,0.0004497314,0.00004068772,0.0000782229,0.00005229696,0.00008471603],"domain_scores_gemma":[0.9993408,0.0001727681,0.0001646608,0.00006722616,0.000137417,0.0001171182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007857935,0.0001430276,0.9938822,0.00001970597,0.00003388635,0.000172103,0.001538265,0.00002647412,0.0003211256,0.00003390503,0.0002888782,0.00346194],"study_design_scores_gemma":[0.000009210426,0.0002171002,0.9957142,0.00002052136,0.00002467032,0.0002971162,0.002756677,0.0001851151,0.0001127664,0.00004091741,0.000616198,0.000005509513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992385,0.00009301231,0.00009348934,0.00005903962,0.000002271747,0.00002067637,0.0003253798,0.000001722389,0.0001659332],"genre_scores_gemma":[0.9980281,0.0001953766,0.0005367096,0.000111788,0.000007132757,0.00007773004,0.0008040048,0.00000202813,0.0002371267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02228271,"threshold_uncertainty_score":0.04430604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456162777823736,"score_gpt":0.3671467308499908,"score_spread":0.2215304530676172,"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."}}