{"id":"W4310377965","doi":"10.1016/j.ijheh.2022.114077","title":"Assessing the risk of acute gastrointestinal illness attributable to three enteric pathogens from contaminated private water wells in Ontario","year":2022,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Waterborne diseases; Environmental health; Giardia; Norovirus; Water supply; Population; Water quality; Public health; Medicine; Environmental science; Veterinary medicine; Outbreak; Environmental engineering; Biology; Ecology","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":[0.0006003541,0.000455872,0.0002268824,0.0005940144,0.0008427026,0.0006785147,0.0006583376,0.0003724306,0.0007198728],"category_scores_gemma":[0.002123689,0.000321073,0.0005489105,0.0006234685,0.0006178042,0.0003011287,0.0005641268,0.0002402632,0.00005690466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01546853,"about_ca_system_score_gemma":0.01184722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9448746,"about_ca_topic_score_gemma":0.9586742,"domain_scores_codex":[0.9994755,0.00008041218,0.00002606884,0.00007376018,0.0002390502,0.0001051537],"domain_scores_gemma":[0.9989498,0.0003025206,0.0003562301,0.00003369515,0.000287566,0.00007026029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002024914,0.00009829528,0.8218741,0.0001565961,0.000168455,0.0006373397,0.001028875,0.1556093,0.004238803,0.001185713,0.0006241945,0.01417586],"study_design_scores_gemma":[0.00003025738,0.0002418363,0.7047186,0.00004374612,0.0001106103,0.0001509947,0.001868071,0.2884695,0.001383697,0.0008912236,0.002044351,0.00004702471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951675,0.0001249039,0.002219081,0.0001245255,0.000001618824,0.00006992268,0.0005864903,0.00002727817,0.001678672],"genre_scores_gemma":[0.9978207,0.0001356747,0.001206754,0.00001245721,7.605141e-7,0.00001573748,0.0002909774,0.000003031274,0.0005139635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05512542,"threshold_uncertainty_score":0.1122326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108748255992866,"score_gpt":0.3024311573286968,"score_spread":0.2813436747687681,"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."}}