{"id":"W3012330328","doi":"10.1017/s0950268820000631","title":"Estimates of healthcare utilisation and deaths from waterborne pathogen exposure in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Public Health Ontario; University of Toronto","funders":"","keywords":"Waterborne diseases; Environmental health; Pathogen; Medicine; Geography; Virology; Outbreak; Immunology","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":[0.0008000081,0.0005222104,0.0004842306,0.001919333,0.001295231,0.001305818,0.001018945,0.0003325431,0.002903524],"category_scores_gemma":[0.0038142,0.0003545379,0.001286204,0.004324626,0.0004665813,0.0005078336,0.0007820197,0.0005754344,0.0002168166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06527364,"about_ca_system_score_gemma":0.06639773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984856,"about_ca_topic_score_gemma":0.9983746,"domain_scores_codex":[0.9989121,0.0001057199,0.0001002718,0.0001182981,0.0005307426,0.0002329247],"domain_scores_gemma":[0.997721,0.0001901571,0.0004902442,0.00005052829,0.001248081,0.0002999307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387499,0.00003586556,0.9270821,0.000758447,0.0005271225,0.0002278683,0.00144629,0.02185333,0.0003613571,0.002336544,0.01936259,0.02586974],"study_design_scores_gemma":[0.00003829476,0.00002730315,0.9729517,0.0003620623,0.0001333453,0.00008123695,0.001156346,0.0117769,0.0001390428,0.000585819,0.01268979,0.00005815224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8106949,0.01570972,0.005511218,0.004453429,0.0001288223,0.0004110181,0.1378176,0.0002543304,0.02501911],"genre_scores_gemma":[0.9718421,0.006135132,0.002039801,0.000276966,0.00002254747,0.0001084782,0.01502243,0.00002727632,0.004525322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06527364,"threshold_uncertainty_score":0.4735956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408532003520089,"score_gpt":0.2806377955473287,"score_spread":0.2397845951953198,"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."}}