{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002485156,0.0001698575,0.0007419472,0.00008216938,0.00009038056,0.000007278624,0.00004277541,0.00008339979,0.000002861444],"category_scores_gemma":[0.002255615,0.0000996384,0.00002103263,0.00009186765,0.0002283487,0.00006677491,0.00008393025,0.0003470943,0.000001132449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784794,"about_ca_system_score_gemma":0.00015776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6390387,"about_ca_topic_score_gemma":0.1430603,"domain_scores_codex":[0.9977589,0.0008579995,0.0004956609,0.0002912901,0.00008038664,0.0005157186],"domain_scores_gemma":[0.9989043,0.0003837232,0.0001603684,0.0001323799,0.0001209658,0.0002982632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006000149,0.00001703294,0.9936715,0.00008421644,0.0001016464,0.00009184352,0.0002039403,0.002635642,0.001394268,0.00002858434,0.0005836496,0.000587676],"study_design_scores_gemma":[0.001786868,0.001775079,0.9800302,0.0004960261,0.00008281419,0.002451183,0.0001576824,0.01246307,0.0001052817,0.0001237854,0.0003966717,0.0001313342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951128,0.0001594584,0.001213783,0.00280589,0.000166404,0.0004626559,0.00001856052,0.0000130171,0.00004737869],"genre_scores_gemma":[0.9984933,0.0000656742,0.0006789605,0.0005317774,0.0001177626,0.00004130176,0.00003275109,0.0000111389,0.00002733743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4959783,"threshold_uncertainty_score":0.8725766,"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."}}