{"id":"W4406946342","doi":"10.1093/ofid/ofae631.2511","title":"P-2360. Wastewater-Based Surveillance of Hepatitis A Virus Across Communities in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Hepatitis a virus; Virology; Hepatitis C virus; Wastewater; Environmental health; Virus; Environmental science; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187171,0.0001920049,0.0007726046,0.00007526822,0.0002161079,0.000027001,0.0002374146,0.00006742658,0.0002041458],"category_scores_gemma":[0.0005019419,0.0001730532,0.00009213087,0.0002900555,0.0001878903,0.00007648978,0.0003564581,0.0001385686,0.000005682763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188586,"about_ca_system_score_gemma":0.0008231995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984314,"about_ca_topic_score_gemma":0.9997426,"domain_scores_codex":[0.9984819,0.0002180935,0.0005014049,0.0002012909,0.0001161791,0.0004811616],"domain_scores_gemma":[0.9984509,0.0007461897,0.0001278383,0.0004565909,0.0001141733,0.0001042974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001885709,0.0002582305,0.9825552,0.0001805682,0.0001087797,0.00002383099,0.00009410957,0.0001867435,0.00001126351,0.0004381651,0.01495358,0.001000921],"study_design_scores_gemma":[0.002164581,0.0002749128,0.9700078,0.000352155,0.00003659426,0.000004629214,0.0004210514,0.0004225127,0.0002160448,0.0002897157,0.02562548,0.0001845593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835115,0.0004490055,0.00001802705,0.002063623,0.0003033627,0.0005694053,0.000534678,0.00002044561,0.01252996],"genre_scores_gemma":[0.9932477,0.001124216,0.00001630968,0.004722081,0.00001222208,0.0001699261,0.0001610568,0.00001655318,0.0005299262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01254748,"threshold_uncertainty_score":0.7056905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015528077567061,"score_gpt":0.3063225343696838,"score_spread":0.2907944568026228,"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."}}