{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004867525,0.0003470239,0.0002401352,0.001927485,0.002068077,0.001181323,0.001035482,0.0002883097,0.002548372],"category_scores_gemma":[0.0007832003,0.0001948609,0.0002691084,0.002966247,0.0003903703,0.000211989,0.0006872746,0.0002372081,0.0004311524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02271514,"about_ca_system_score_gemma":0.0341388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939759,"about_ca_topic_score_gemma":0.9962873,"domain_scores_codex":[0.9993804,0.0000494141,0.00002572247,0.0000932828,0.000273699,0.0001775045],"domain_scores_gemma":[0.9986162,0.00004282078,0.0001309227,0.00001938318,0.000861115,0.0003294674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002153839,0.00009639475,0.93206,0.000267177,0.00005615026,0.0003724632,0.00111833,0.0005606079,0.003037742,0.0002260754,0.01008029,0.05190938],"study_design_scores_gemma":[0.00001074288,0.00005990002,0.9921366,0.0000722996,0.00002040719,0.00009836647,0.001625808,0.0007217774,0.0002988259,0.00003989326,0.004905307,0.00001015695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497861,0.003048208,0.001140048,0.001206616,0.00006119379,0.0004687631,0.02489217,0.0002789569,0.01911796],"genre_scores_gemma":[0.9836763,0.0009893561,0.002715037,0.0003761467,0.00001649211,0.0000975339,0.005382477,0.00002257461,0.006724104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02271514,"threshold_uncertainty_score":0.1648107,"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."}}