{"id":"W2914509699","doi":"10.1016/j.watres.2019.01.034","title":"Prevalence, levels and seasonal variations of human enteric viruses in six major rivers in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Water Research","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; Alberta Environment and Protected Areas; University of Alberta","funders":"Health Canada; Alberta Health","keywords":"Sapovirus; Rotavirus; Astrovirus; Norovirus; Enterovirus; Human bocavirus; Biology; Ross River virus; Virology; Veterinary medicine; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009335697,0.000077159,0.0002592554,0.0003144098,0.00003500852,0.000009046263,0.0001322776,0.00005002219,0.0008482442],"category_scores_gemma":[0.0002398288,0.00005826938,0.00002225066,0.00017292,0.0001415096,0.00007835774,0.0001732559,0.000366112,0.00002852491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911773,"about_ca_system_score_gemma":0.0002283351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6962929,"about_ca_topic_score_gemma":0.685869,"domain_scores_codex":[0.9980509,0.0003979156,0.0002647021,0.0002503033,0.0004156384,0.0006205538],"domain_scores_gemma":[0.9994952,0.00006151012,0.00001698138,0.0001825285,0.00009114407,0.0001526206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001514128,0.00006933168,0.9427079,0.0002728153,0.00001566005,0.00004773666,0.0002240061,0.000003719789,0.05568699,0.0001011101,0.0005685664,0.0001507348],"study_design_scores_gemma":[0.001589979,0.0004895407,0.9945145,0.0001903473,0.000002423172,0.00001349577,0.00007677986,0.0002232483,0.001944099,0.000165161,0.0007425942,0.00004783786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969715,0.00004443178,0.00000157506,0.001617238,0.00002427279,0.0004208191,0.00002935145,0.000002135316,0.0008886929],"genre_scores_gemma":[0.9963954,0.00002905133,0.00006321316,0.0001114262,0.00001969861,0.00003143742,0.00001687313,0.00000890001,0.003323975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05374289,"threshold_uncertainty_score":0.9287679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06322205457843176,"score_gpt":0.3675618467550804,"score_spread":0.3043397921766486,"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."}}