{"id":"W7018991101","doi":"","title":"Establishing wastewater surveillance for SARS-CoV-2 in Southern Saskatchewan","year":2023,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445317,0.0002608648,0.0002003907,0.0006368628,0.001369305,0.001532947,0.0004779276,0.0004835206,0.003100469],"category_scores_gemma":[0.001054862,0.0001958937,0.0001929922,0.001349616,0.0004586921,0.0002990553,0.0008730502,0.0005194004,0.000701436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01125062,"about_ca_system_score_gemma":0.03170109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8045299,"about_ca_topic_score_gemma":0.9257652,"domain_scores_codex":[0.9994844,0.0001344884,0.00002713028,0.00008177359,0.0001176456,0.0001545544],"domain_scores_gemma":[0.999306,0.00009528806,0.00003774396,0.00001865008,0.0004153027,0.0001270543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004809691,0.0005878597,0.6376575,0.0007028571,0.0001801805,0.001541782,0.01494743,0.004300911,0.05879938,0.002489509,0.02476728,0.2535444],"study_design_scores_gemma":[0.00003751771,0.0003037922,0.9291456,0.0003862631,0.00005425356,0.0001223843,0.03173086,0.001527765,0.005267683,0.0006514097,0.03071872,0.00005369579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467843,0.001585395,0.001381679,0.004342855,0.0001122746,0.0006237775,0.002326875,0.00003673548,0.04280616],"genre_scores_gemma":[0.9558011,0.004042167,0.003436862,0.001441015,0.00002206536,0.0002954165,0.00151537,0.00001423749,0.03343179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1954701,"threshold_uncertainty_score":0.3932425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816701053738156,"score_gpt":0.263881042873912,"score_spread":0.2357140323365305,"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."}}