{"id":"W4389936048","doi":"10.1007/s11356-023-31444-1","title":"Impact of coagulation on SARS-CoV-2 and PMMoV viral signal in wastewater solids","year":2023,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Wastewater; Sewage treatment; Ferric; Virology; Chemistry; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Environmental science; Environmental engineering; Biology; Internal medicine; Medicine; Disease; Inorganic chemistry; Infectious disease (medical specialty)","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":[0.0002385142,0.000292783,0.0002712852,0.0001860786,0.0003517953,0.0006937443,0.0001769298,0.0004517612,0.002664708],"category_scores_gemma":[0.0006756342,0.0001427318,0.0003688192,0.0001532032,0.000263615,0.0002695305,0.0003691,0.0003834012,0.0004228074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026801,"about_ca_system_score_gemma":0.0005674168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368604,"about_ca_topic_score_gemma":0.003618302,"domain_scores_codex":[0.9995158,0.00007652261,0.00002719597,0.00008656936,0.0001660456,0.0001278563],"domain_scores_gemma":[0.9996796,0.0001047663,0.00003917336,0.00001300635,0.0001358493,0.00002757728],"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":[0.0006523365,0.00005389195,0.002004914,0.0001001894,0.00002397616,0.00009529907,0.00009764875,0.0004370922,0.9922143,0.0001006986,0.0001500297,0.004069656],"study_design_scores_gemma":[0.00001421434,0.0004292048,0.006566015,0.00001191615,0.00002142716,0.0000659392,0.000190293,0.001901179,0.9896431,0.00007782945,0.001070517,0.000008413882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968128,0.0002871125,0.0008321349,0.00005679347,0.00004049887,0.00002387709,0.0001367867,0.00002142812,0.001788599],"genre_scores_gemma":[0.9965618,0.0002037028,0.0007000442,0.00007088522,0.00001033338,0.00001417353,0.0001281599,0.00001337491,0.002297637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00368604,"threshold_uncertainty_score":0.008914351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349722797046953,"score_gpt":0.4067399807663444,"score_spread":0.3132427527958749,"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."}}