{"id":"W2511020653","doi":"10.1128/aac.01359-16","title":"Results from the Canadian Nosocomial Infection Surveillance Program on Carbapenemase-Producing <i>Enterobacteriaceae</i> , 2010 to 2014","year":2016,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Victoria General Hospital; Sunnybrook Health Science Centre; North York General Hospital; Izaak Walton Killam Health Centre; University of Manitoba; Alberta Hospital Edmonton; Health Sciences Centre; Vancouver General Hospital; University of Alberta Hospital; Public Health Agency of Canada","funders":"","keywords":"Carbapenem-resistant enterobacteriaceae; Multilocus sequence typing; Enterobacteriaceae; Infection control; Medicine; Incidence (geometry); Clinical microbiology; Microbiology; Antimicrobial stewardship; Typing; Internal medicine; Biology; Genotype; Antibiotic resistance; Intensive care medicine; Antibiotics; Escherichia coli; Gene","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":[0.000541092,0.0005304929,0.0003774902,0.002801955,0.001161605,0.0007655377,0.0007916092,0.0002513042,0.001483416],"category_scores_gemma":[0.002538255,0.0002297773,0.0006097933,0.004305346,0.0002884329,0.0002239124,0.0006234448,0.0004258188,0.0002049473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01610262,"about_ca_system_score_gemma":0.02504138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.985207,"about_ca_topic_score_gemma":0.9903852,"domain_scores_codex":[0.9986071,0.00006367248,0.000108821,0.0001331861,0.0008337068,0.0002535472],"domain_scores_gemma":[0.9964438,0.00008732461,0.0005170919,0.00003585032,0.00241245,0.0005035523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462156,0.00003640712,0.9833001,0.0002368705,0.0001035676,0.00009780531,0.0001939508,0.0002263695,0.0004175389,0.00005196532,0.005881926,0.00930726],"study_design_scores_gemma":[0.000006662639,0.0000251309,0.9976302,0.00005758783,0.00003303637,0.00005373323,0.0002198476,0.0002125827,0.0001543392,0.000006415475,0.001594354,0.000005991417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728793,0.004167275,0.0004725434,0.0006498309,0.00006077661,0.0003476329,0.1092145,0.000106313,0.01210187],"genre_scores_gemma":[0.955048,0.003325876,0.000992526,0.0003736971,0.00002605428,0.00007856353,0.03758495,0.0000182954,0.002551981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.985207,"threshold_uncertainty_score":0.1168332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004821665603371,"score_gpt":0.2420128296907322,"score_spread":0.2319646130346985,"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."}}