{"id":"W2981879713","doi":"10.1093/ofid/ofz360.1091","title":"1228. Risk Factors for Contamination with Carbapenemase-Producing Enterobacteriales (CPE) in Exposed Hospital Drains in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Markham Stouffville Hospital; Grand River Hospital; Public Health Agency of Canada; William Osler Health System; St. Michael's Hospital; Sunnybrook Health Science Centre; Sinai Health System; North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Hygiene; Sink (geography); Outbreak; Contamination; Internal medicine; Surgery; Biology; Virology; Ecology; Pathology","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":[0.0002621231,0.0004033281,0.0002710024,0.0008324387,0.001802893,0.001064355,0.0006967614,0.0003348035,0.004434437],"category_scores_gemma":[0.00146128,0.0003828837,0.0004530861,0.001744382,0.0007223464,0.0002692095,0.0007215085,0.0005177732,0.0002832586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275656,"about_ca_system_score_gemma":0.01595256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754279,"about_ca_topic_score_gemma":0.9825157,"domain_scores_codex":[0.9994423,0.0000374646,0.00003817865,0.0001130162,0.0001540246,0.0002150155],"domain_scores_gemma":[0.9981735,0.0001079606,0.0005716553,0.00005510944,0.0005451569,0.0005466949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002558877,0.00001176889,0.9981238,0.0000157835,0.00001042124,0.00006856713,0.0001582639,0.00002770912,0.0001980855,0.00001547953,0.0004055988,0.0009389721],"study_design_scores_gemma":[0.000003942765,0.000022092,0.9983743,0.00002274546,0.000009752184,0.0000756,0.0008372532,0.0001347412,0.00004117771,0.0000119954,0.000461939,0.000004469165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994603,0.0003300434,0.0001351043,0.0002377354,0.00001308123,0.00003808416,0.002720843,0.00001134648,0.001910805],"genre_scores_gemma":[0.997981,0.0002084343,0.0001425387,0.00008377211,0.00000552203,0.00001086142,0.0008454433,0.000004988928,0.0007175073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02457207,"threshold_uncertainty_score":0.0925557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006662108238938922,"score_gpt":0.2242622005428571,"score_spread":0.2176000923039182,"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."}}