{"id":"W3178133329","doi":"10.1016/j.watres.2021.117425","title":"The prevalence and levels of enteric viruses in groundwater of private wells in rural Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Water Research","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"Alberta Innovates","keywords":"Norovirus; Astrovirus; Sapovirus; Groundwater; Rotavirus; Veterinary medicine; Aquifer; Feces; Virology; Contamination; Water well; Virus; Biology; Microbiology; Medicine; Ecology","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":[0.0002890572,0.0002382251,0.0002266657,0.001457319,0.00111598,0.000886186,0.000424482,0.0002194513,0.0006315395],"category_scores_gemma":[0.0006935456,0.0002262831,0.0001211163,0.002589549,0.0007259691,0.0001995673,0.0003826427,0.000158593,0.00006238745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005715135,"about_ca_system_score_gemma":0.004620575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9293626,"about_ca_topic_score_gemma":0.9757697,"domain_scores_codex":[0.9994998,0.00003671095,0.00002524587,0.00006900129,0.0002550964,0.0001141108],"domain_scores_gemma":[0.9992489,0.00007221286,0.0001793648,0.00001618817,0.0003565162,0.0001266807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496209,0.00004077898,0.9699109,0.00008999599,0.00002297658,0.0005309847,0.002882013,0.0002772071,0.01540696,0.00009902458,0.0001917332,0.01039789],"study_design_scores_gemma":[0.000004791262,0.0000957183,0.9905859,0.00002105435,0.00001470471,0.0002540699,0.006704492,0.0003511427,0.001106462,0.00003457363,0.0008147765,0.00001234964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988195,0.0001558121,0.0001117925,0.00002541158,0.000001290242,0.000008863342,0.0003097281,0.000005927837,0.0005616698],"genre_scores_gemma":[0.9983338,0.0002477893,0.0003768539,0.00001797814,0.000001242713,0.000005274218,0.0002674432,0.000001275212,0.0007484564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0706374,"threshold_uncertainty_score":0.1421068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06548040045826299,"score_gpt":0.3610906828367028,"score_spread":0.2956102823784398,"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."}}