{"id":"W2197396304","doi":"10.1017/s0950268815002071","title":"Estimating the burden of acute gastrointestinal illness due to<i>Giardia, Cryptosporidium, Campylobacter, E. coli</i>O157 and norovirus associated with private wells and small water systems in Canada","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Waterloo; Public Health Agency of Canada","funders":"Ontario Ministry of Research and Innovation; Centers for Disease Control and Prevention; U.S. Environmental Protection Agency","keywords":"Cryptosporidium; Norovirus; Giardia; Environmental health; Campylobacter; Waterborne diseases; Public health; Population; Water supply; Geography; Medicine; Veterinary medicine; Environmental science; Outbreak; Biology; Ecology; Environmental engineering; Feces; Virology","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":[0.0003502056,0.0005418574,0.0003034709,0.002200517,0.0009925398,0.001133253,0.0008616594,0.0002973585,0.000898669],"category_scores_gemma":[0.001551153,0.0002683836,0.0007649543,0.002749872,0.0004109273,0.0003435552,0.0006175634,0.0004589407,0.0001485508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02923041,"about_ca_system_score_gemma":0.02204118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957795,"about_ca_topic_score_gemma":0.9946321,"domain_scores_codex":[0.9996011,0.00003069715,0.00002207093,0.00006198032,0.0001852532,0.00009898866],"domain_scores_gemma":[0.9991083,0.00009466043,0.0001550974,0.00001870417,0.0004847296,0.0001385848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852139,0.00008270776,0.9269892,0.0002274985,0.0003872856,0.0003143389,0.00051555,0.03667421,0.001765988,0.00103133,0.003519771,0.02830695],"study_design_scores_gemma":[0.00002412073,0.00006969661,0.9355221,0.000106264,0.0001967933,0.0001961511,0.001534549,0.05722615,0.0006523483,0.0003941024,0.004035541,0.00004217166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759387,0.002069123,0.002630449,0.0006233965,0.00001424159,0.0001743202,0.01228589,0.00008345487,0.006180528],"genre_scores_gemma":[0.9870384,0.002126308,0.005035092,0.0001022059,0.000005754222,0.00003019353,0.004082585,0.00001263761,0.001566805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02923041,"threshold_uncertainty_score":0.2120824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737954478652756,"score_gpt":0.2731689699976237,"score_spread":0.2457894252110962,"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."}}