{"id":"W4303833089","doi":"10.21276/apalm.3193","title":"Hepatitis E Virus Prevalence Amongst Blood Donors in Kenya","year":2022,"lang":"en","type":"article","venue":"Annals of Pathology and Laboratory Medicine","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Seroprevalence; Hepatitis E virus; Hepatitis E; Immunology; Antibody; Viral hepatitis; Cross-sectional study; Immunoglobulin M; Serology; Virology; Internal medicine; Immunoglobulin G; Pathology; Biology; Genotype","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":[0.0007014484,0.0002290092,0.0002323942,0.0006843862,0.0006962767,0.000499126,0.0002664545,0.000393891,0.002371061],"category_scores_gemma":[0.001291827,0.0002846145,0.0001278034,0.0007187257,0.0003689484,0.0003557091,0.0003660369,0.0002425259,0.0002868987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004423734,"about_ca_system_score_gemma":0.0004977934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192403,"about_ca_topic_score_gemma":0.01490502,"domain_scores_codex":[0.9996108,0.000129446,0.00004399359,0.00007009475,0.00007181383,0.00007380472],"domain_scores_gemma":[0.9995938,0.00008426137,0.0001517063,0.00001239752,0.00008308034,0.00007481971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000649878,0.00004030519,0.9961334,0.00005363716,0.00001231717,0.0002197626,0.000356223,0.00001089154,0.0005140938,0.00002498457,0.0002178683,0.002351491],"study_design_scores_gemma":[0.000008951499,0.0001882313,0.9958166,0.00006261576,0.00002034167,0.001295844,0.001451718,0.00005835998,0.0001943098,0.00002158185,0.0008736499,0.000007752221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99824,0.0006690594,0.00004123701,0.00006650166,0.000007268817,0.00002002072,0.000330412,0.000002673939,0.0006228966],"genre_scores_gemma":[0.9986486,0.0005603018,0.0001371703,0.00006301382,0.000005815858,0.00001660281,0.0002452378,6.849211e-7,0.0003226008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192403,"threshold_uncertainty_score":0.02370924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770700832216226,"score_gpt":0.3331067914820408,"score_spread":0.2853997831598785,"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."}}