{"id":"W2112434128","doi":"10.1017/s0950268811001038","title":"The role of drinking water in the transmission of antimicrobial-resistant<i>E. coli</i>","year":2011,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Alberta; Alberta Health Services; University of Calgary; St Joseph's Health Care; Children's Hospital of Western Ontario; University of Toronto; Western University; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation; Institute of Population and Public Health; Fondation pour la Recherche Médicale; McMaster University","keywords":"Carriage; Antimicrobial; Antibiotic resistance; Escherichia coli; Transmission (telecommunications); Medicine; Environmental health; Multiple drug resistance; Veterinary medicine; Microbiology; Drug resistance; Biology; Antibiotics","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":[0.002412151,0.00004008851,0.00009531101,0.00001225251,0.00009351061,0.000001069678,0.00005364164,0.00005240053,0.00008650984],"category_scores_gemma":[0.00005760182,0.00001825338,0.00002687047,0.00004436496,0.0002272472,0.00005562636,0.00001979999,0.00007174927,0.000005002419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008180163,"about_ca_system_score_gemma":0.000001154504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514029,"about_ca_topic_score_gemma":0.0002734133,"domain_scores_codex":[0.9989365,0.0006207866,0.0002356374,0.00007985949,0.00003058902,0.00009665557],"domain_scores_gemma":[0.9996281,0.0002211958,0.00006230274,0.00007334435,0.000004115411,0.00001094126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185063,0.000084466,0.8123044,0.00001305656,0.000006149216,2.312977e-7,0.006262155,0.00003849652,0.1519652,0.004295948,0.0001772763,0.02473411],"study_design_scores_gemma":[0.0001189515,0.00006813456,0.8796574,0.000008870948,0.000005470938,0.000001642406,0.00005689059,0.000109646,0.09361315,0.01816548,0.008160293,0.00003401516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993162,0.00003536056,0.0008589703,0.0003611977,0.00003378515,0.00008188545,3.021983e-7,0.000003405598,0.005463044],"genre_scores_gemma":[0.999573,0.0001187546,0.00004892236,0.0002221556,0.000004648352,0.000003747485,0.00000118867,0.000001336749,0.00002628042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06735308,"threshold_uncertainty_score":0.2288769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835104528774769,"score_gpt":0.25779020490129,"score_spread":0.2294391596135423,"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."}}