{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001893193,0.0003698887,0.0002703812,0.001027066,0.002670021,0.0009014416,0.0004346127,0.0003009017,0.0005558154],"category_scores_gemma":[0.0005270442,0.0002120709,0.0001379632,0.002166673,0.001064055,0.0002228292,0.0005676808,0.0002527256,0.0000739583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110024,"about_ca_system_score_gemma":0.008067824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9771597,"about_ca_topic_score_gemma":0.9913664,"domain_scores_codex":[0.9996589,0.00002032108,0.000008816267,0.00006488831,0.0001172421,0.0001297924],"domain_scores_gemma":[0.999657,0.00002272478,0.00007274691,0.000006174936,0.0001446226,0.00009664864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007686606,0.00005381767,0.9864718,0.00003436221,0.0000164789,0.0003450178,0.002365808,0.0001397725,0.00450516,0.00005442626,0.0002692399,0.005667205],"study_design_scores_gemma":[0.000001753483,0.00003231237,0.9975407,0.000004429192,0.000006251859,0.00009384611,0.001584556,0.0001609277,0.000171923,0.00001254741,0.000386414,0.000004360432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993106,0.00007575394,0.00005515212,0.00002537301,6.411286e-7,0.00001739948,0.0002320619,0.000002983176,0.0002801069],"genre_scores_gemma":[0.9985139,0.0001882795,0.0003242093,0.00002044288,0.000001523225,0.000009270633,0.0003447866,0.000001607103,0.000596032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284032,"threshold_uncertainty_score":0.07982844,"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."}}