{"id":"W4313278733","doi":"10.1002/jmv.28442","title":"Surveillance for SARS‐CoV‐2 and its variants in wastewater of tertiary care hospitals correlates with increasing case burden and outbreaks","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Bio-Systems (Canada); University of Alberta; Alberta Health; Calgary Laboratory Services; Women and Children’s Health Research Institute; Provincial Laboratory of Public Health; University of Calgary; Athabasca University; Alberta Health Services","funders":"Canadian Institutes of Health Research; Alberta Health","keywords":"Outbreak; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Tertiary care; 2019-20 coronavirus outbreak; Medicine; Biology; Emergency medicine; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003679787,0.000205711,0.0003429984,0.0006722574,0.0003227293,0.0008800665,0.0002785247,0.0003167846,0.0009610728],"category_scores_gemma":[0.001609148,0.0001728921,0.0001777467,0.001219857,0.0003448804,0.0002794692,0.0005671316,0.000300506,0.0001531229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124779,"about_ca_system_score_gemma":0.0008213099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02817035,"about_ca_topic_score_gemma":0.04150711,"domain_scores_codex":[0.9992107,0.00009128551,0.0001005297,0.000211622,0.0002124793,0.0001733562],"domain_scores_gemma":[0.9986876,0.0001504091,0.0006580753,0.00006099709,0.0002717568,0.0001710986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037781,0.00002533898,0.9866954,0.00002559714,0.00001624137,0.00007705187,0.0001379129,0.0001273041,0.009680969,0.00001403006,0.0001384419,0.002957975],"study_design_scores_gemma":[0.000001458973,0.00003936224,0.9982455,0.000004670156,0.000004505831,0.0001280183,0.0003176068,0.0001382257,0.001015726,0.00001098752,0.00009132848,0.000002709853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999317,0.00008083782,0.00009910797,0.00003456562,0.000001615446,0.0000048459,0.0002525244,0.000007699497,0.0002016659],"genre_scores_gemma":[0.9990689,0.00008860583,0.0001931172,0.00003815071,0.000004407413,0.000005497609,0.0004857802,0.000002403753,0.0001131316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817035,"threshold_uncertainty_score":0.05601275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452018331750964,"score_gpt":0.2840069795408031,"score_spread":0.2694867962232935,"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."}}