{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006457142,0.0002645406,0.0001932876,0.001034015,0.0004054477,0.001059073,0.0003669506,0.0005207692,0.001118616],"category_scores_gemma":[0.002232139,0.0003329609,0.000192161,0.0009473509,0.0007019383,0.0004135289,0.0003444706,0.0003375328,0.0001406383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082849,"about_ca_system_score_gemma":0.001502955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.15676,"about_ca_topic_score_gemma":0.1495168,"domain_scores_codex":[0.9993098,0.0002232871,0.00002928247,0.0000679256,0.0001486118,0.0002210432],"domain_scores_gemma":[0.9985411,0.0003030985,0.0006711022,0.00005182941,0.000199813,0.0002330206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000192267,0.00006630997,0.9940011,0.0000173349,0.00002604685,0.00011503,0.0001588659,0.00004889432,0.0008234033,0.00004305364,0.00009099847,0.004416627],"study_design_scores_gemma":[0.000002866172,0.0001114424,0.9990801,0.00001251404,0.00001692623,0.0001017319,0.0002010444,0.0001482802,0.0001155939,0.0000281411,0.0001784616,0.000002962836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986771,0.0005797227,0.00007914859,0.0001167078,0.000003094847,0.000004908497,0.00006220661,0.000003496908,0.0004736758],"genre_scores_gemma":[0.9994699,0.0002478498,0.00006981616,0.00002140862,0.000004249648,0.000001290988,0.00004285841,0.000001027065,0.000141497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15676,"threshold_uncertainty_score":0.3116951,"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."}}