{"id":"W4389029509","doi":"10.1093/ofid/ofad500.1591","title":"1760. Wastewater-based surveillance for influenza A and RSV and its correlation with clinical disease in Edmonton, Alberta","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Population; Virus; Respiratory system; Influenza A virus; Virology; Internal medicine; Environmental health","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":[0.0004696896,0.0003383031,0.0001479983,0.001406831,0.0008094087,0.0008913697,0.0005957042,0.000269755,0.00168868],"category_scores_gemma":[0.0004319627,0.0002096751,0.0001592256,0.001213392,0.0003602116,0.0001447695,0.0004960695,0.0001934797,0.0002877429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01222172,"about_ca_system_score_gemma":0.008721833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589404,"about_ca_topic_score_gemma":0.9815899,"domain_scores_codex":[0.9995943,0.00003416154,0.00001945744,0.00009405446,0.0001493792,0.0001086355],"domain_scores_gemma":[0.999476,0.00003684581,0.00008877458,0.0000143071,0.0002497104,0.0001343981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001914342,0.00004937764,0.9795618,0.00006139851,0.00004179538,0.000341824,0.0003383629,0.0004694082,0.002909571,0.00007361949,0.002244483,0.01371678],"study_design_scores_gemma":[0.000005448398,0.00002615076,0.9975168,0.00001332122,0.000008003472,0.00005063095,0.0003990264,0.0002870053,0.000215643,0.00001160805,0.001462698,0.000003625119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852572,0.00136717,0.0004342824,0.0003526536,0.00002916233,0.00007726589,0.00639049,0.00008135742,0.006010488],"genre_scores_gemma":[0.9852669,0.0005231328,0.0009793779,0.0002469842,0.00001679053,0.0000299847,0.004869971,0.00001106054,0.008055751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04105961,"threshold_uncertainty_score":0.0886752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06129200542454883,"score_gpt":0.4072971827660359,"score_spread":0.3460051773414871,"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."}}