{"id":"W4220739758","doi":"10.1128/aem.01740-21","title":"A Sensitive and Rapid Wastewater Test for SARS-COV-2 and Its Use for the Early Detection of a Cluster of Cases in a Remote Community","year":2022,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Government of Northwest Territories; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"GeneXpert MTB/RIF; Wastewater; Airborne transmission; Sample (material); Sewage treatment; Transmission (telecommunications); Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001561923,0.0007313323,0.0005440515,0.002390729,0.0003818077,0.0008500091,0.0007238635,0.001385387,0.002497723],"category_scores_gemma":[0.002250727,0.0003760642,0.000802766,0.0007557757,0.0007305514,0.0007009191,0.0008862265,0.0008403547,0.001195582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003734866,"about_ca_system_score_gemma":0.0005453131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062942,"about_ca_topic_score_gemma":0.001826797,"domain_scores_codex":[0.9965958,0.001047189,0.0002122009,0.0004472732,0.001517428,0.0001801185],"domain_scores_gemma":[0.9987385,0.0004402458,0.0002704663,0.0001060103,0.0003224585,0.0001223941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007496686,0.0004837128,0.07573918,0.0004920493,0.00008098352,0.002148647,0.000359525,0.0007296278,0.7680284,0.001303536,0.002461014,0.1474236],"study_design_scores_gemma":[0.0001004757,0.004240121,0.1061886,0.0002580468,0.00017776,0.01998493,0.0008844068,0.006544873,0.8262378,0.001544634,0.03362298,0.0002154222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6796075,0.007805452,0.2732615,0.003361556,0.0008611685,0.002272322,0.003499162,0.002666795,0.02666448],"genre_scores_gemma":[0.8343205,0.0030067,0.1494072,0.001144016,0.0001392726,0.0005088776,0.001618436,0.0001171788,0.009737834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002497723,"threshold_uncertainty_score":0.008355737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301256696064645,"score_gpt":0.2440078693787098,"score_spread":0.2109953024180634,"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."}}