{"id":"W2161324644","doi":"10.2166/wh.2012.131","title":"Identifying host sources, human health risk and indicators of Cryptosporidium and Giardia in a Canadian watershed influenced by urban and rural activities","year":2012,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of Waterloo; Toronto Metropolitan University; University of British Columbia; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Cryptosporidium; Giardia; Cryptosporidium parvum; Biology; Veterinary medicine; Watershed; Feces; Genotyping; Turbidity; Fecal coliform; Microbiology; Water quality; Ecology; Genotype; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009543108,0.0001031811,0.0003540891,0.0003482556,0.0003151414,0.0000215385,0.00003028819,0.00009333991,0.00001040837],"category_scores_gemma":[0.00001444277,0.00007438211,0.0000190277,0.00004384536,0.0001850726,0.00018479,0.00002448809,0.0002897724,4.236236e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007113595,"about_ca_system_score_gemma":0.000128947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1012173,"about_ca_topic_score_gemma":0.01085503,"domain_scores_codex":[0.9989289,0.0001487435,0.0003834527,0.00007616382,0.00002914038,0.000433586],"domain_scores_gemma":[0.9994408,0.00004576233,0.0002314889,0.00004866967,0.00001821599,0.0002151035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001895014,0.00003265246,0.9816153,0.00008232472,0.00003956601,0.000001124724,0.01367915,2.517611e-7,0.003390535,0.00007830583,0.0005011939,0.000560626],"study_design_scores_gemma":[0.001084023,0.0003733091,0.9898921,0.0001007557,0.00001984754,0.0001194568,0.002232505,2.489839e-7,0.003728045,0.00007448655,0.002286533,0.00008865751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881425,0.0110661,0.00001087434,0.0004827095,0.0001394463,0.0000944502,0.0000442106,0.000002535525,0.0000171109],"genre_scores_gemma":[0.9975443,0.002144009,0.00002892871,0.0002144871,0.00002926657,0.000001207535,0.00001533427,0.000006180299,0.00001629967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09036224,"threshold_uncertainty_score":0.9047678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009752624657015365,"score_gpt":0.2796733085020775,"score_spread":0.2699206838450621,"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."}}