{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543601,0.0001668192,0.0007552402,0.0002213237,0.0001381992,8.244973e-7,0.000100455,0.0001047231,0.0007389048],"category_scores_gemma":[0.0009390351,0.0001429676,0.00004140333,0.0004142343,0.000677196,0.00004623414,0.00014693,0.0004206063,0.000003482618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000135473,"about_ca_system_score_gemma":0.00007822441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999484,"about_ca_topic_score_gemma":0.002766841,"domain_scores_codex":[0.9980648,0.0004781779,0.0005776737,0.0003548193,0.0001784776,0.0003460848],"domain_scores_gemma":[0.9989621,0.000281577,0.0001987094,0.0002764924,0.0001504078,0.0001307308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001771174,0.00019969,0.984489,0.0001907696,0.00006046217,0.002054974,0.001189031,0.000005293272,0.002903764,0.0006321485,0.007418869,0.0006789376],"study_design_scores_gemma":[0.001830743,0.003336518,0.9811872,0.0001409864,0.0001243499,0.0002414732,0.000616892,0.00002574414,0.0006862247,0.0003130306,0.01134493,0.0001518546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752989,0.01664486,0.000006658931,0.006578081,0.0002642256,0.0002303069,0.0001301692,0.00002401332,0.0008227531],"genre_scores_gemma":[0.865612,0.1236178,0.00006803787,0.01035432,0.0001194311,0.00007402861,0.00002010329,0.00001421695,0.0001200821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1096869,"threshold_uncertainty_score":0.809049,"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."}}