{"id":"W3097328617","doi":"10.1017/ice.2020.1126","title":"A Growing Concern: The Emergence and Dissemination of Carbapenemase-producing Enterobacterales (CPE) in Canada","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; Moncton Hospital; University of Regina; University of Alberta; Regina Qu'Appelle Health Region; Vancouver General Hospital; Royal Jubilee Hospital; University of Alberta Hospital; Ottawa Hospital; University Health Network; Health Sciences Centre; University of Toronto; BC Children's Hospital; Children's Hospital of Eastern Ontario; Queen Elizabeth II Health Sciences Centre; Horizon Health Network; Public Health Agency of Canada","funders":"University of Alberta; University of Toronto; BC Children's Hospital; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Epidemiology; Incidence (geometry); Health care; Infection control; Emergency medicine; Acute care; Epidemiological surveillance; Environmental health; Intensive care medicine; Internal medicine","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":[0.0007498154,0.0004527878,0.0003403646,0.002032626,0.003484182,0.002135944,0.00144929,0.0009497897,0.002289274],"category_scores_gemma":[0.002646402,0.0003140623,0.0004633748,0.004817501,0.001364764,0.0008830737,0.001110686,0.00140538,0.0001754044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05232942,"about_ca_system_score_gemma":0.1016929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967855,"about_ca_topic_score_gemma":0.9979689,"domain_scores_codex":[0.9984302,0.00008208977,0.00007703374,0.0001735068,0.0007253055,0.0005118899],"domain_scores_gemma":[0.9946518,0.0001710854,0.0007663678,0.00007056607,0.002788096,0.001552125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511198,0.00009521192,0.9125775,0.000423779,0.00008806596,0.001123485,0.001896532,0.0004791459,0.0008790649,0.0008998092,0.02266731,0.05871903],"study_design_scores_gemma":[0.00002487866,0.00006993889,0.9758114,0.0003634959,0.00007301327,0.0008192662,0.004829497,0.001152195,0.0003100317,0.0003439799,0.01615017,0.00005201642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921631,0.03018934,0.001275678,0.04703433,0.0004797875,0.0002280044,0.009246184,0.0001527902,0.01923089],"genre_scores_gemma":[0.9741566,0.01412611,0.001483668,0.005057485,0.0001100345,0.00002732534,0.002296032,0.00003527939,0.002707292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05232942,"threshold_uncertainty_score":0.3796783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216107227054081,"score_gpt":0.2572605296616044,"score_spread":0.2450994573910636,"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."}}