{"id":"W4396645033","doi":"10.1016/s0016-5085(24)03571-6","title":"Tu1600 WASTEWATER-BASED SURVEILLANCE OF HEPATITIS E VIRUS ACROSS COMMUNITIES IN ALBERTA, CANADA","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hepatitis a virus; Virology; Wastewater; Hepatitis virus; Hepatitis E virus; Environmental health; Hepatitis A; Geography; Virus; Medicine; Hepatitis; Environmental science; Biology; Environmental engineering; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003171063,0.0001695299,0.0006683184,0.00007892941,0.00004304302,0.000005083127,0.0001214036,0.00008132547,0.0001791182],"category_scores_gemma":[0.00009985799,0.0001481477,0.00008132292,0.0001021691,0.0002444889,0.00002650678,0.00009318615,0.0002709267,0.00000949167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813652,"about_ca_system_score_gemma":0.0001714382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906072,"about_ca_topic_score_gemma":0.9995695,"domain_scores_codex":[0.998287,0.0002756963,0.0005245624,0.0002013743,0.0001070427,0.0006042941],"domain_scores_gemma":[0.9990472,0.0004560714,0.00006261729,0.0003039596,0.00004869635,0.00008144347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002934458,0.00004857823,0.9935609,0.0001991395,0.0000841389,0.0001628159,0.0004266843,0.0001528744,0.0001753093,0.00003497647,0.004563166,0.0002980019],"study_design_scores_gemma":[0.001168787,0.001115401,0.9742084,0.0002096351,0.00001872175,0.0001015805,0.0002242506,0.003829289,0.000226141,0.0000228791,0.01877688,0.00009799815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942719,0.0003319013,0.00009314781,0.004129128,0.0005751566,0.0001446112,0.0002242673,0.00002227127,0.0002076592],"genre_scores_gemma":[0.9957861,0.0009924199,0.0001347202,0.002765713,0.00005672248,0.00003641084,0.0001043416,0.00002101293,0.0001025391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935243,"threshold_uncertainty_score":0.6041287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976112697818576,"score_gpt":0.2817040795556327,"score_spread":0.2619429525774469,"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."}}