{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635809,0.0000907288,0.0002225524,0.00001131465,0.00003959884,0.000004001638,0.00004839829,0.00005471479,0.000005846204],"category_scores_gemma":[0.001481134,0.00006982055,0.00002642438,0.00004041563,0.0001009044,0.000009732925,0.00003700989,0.0000708749,1.566548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000148906,"about_ca_system_score_gemma":0.00005842938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1429143,"about_ca_topic_score_gemma":0.1456038,"domain_scores_codex":[0.9991273,0.0001671143,0.0002928908,0.0002466307,0.00003165473,0.0001343981],"domain_scores_gemma":[0.999467,0.0002177316,0.0001454178,0.00009098296,0.00003539025,0.00004346453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004653949,0.000005102017,0.9462067,0.00002805959,0.00002349162,9.962203e-7,0.00009082421,0.00009238344,0.05102257,0.000139448,0.0002564924,0.002087401],"study_design_scores_gemma":[0.0002166317,0.0001761013,0.9962589,0.00003453454,0.00001225267,0.000004394701,0.0001210712,0.0009147607,0.001505536,0.00003784343,0.0006313421,0.0000867026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932798,0.001220314,0.0008724561,0.004272723,0.0001716195,0.0001430888,0.00001044747,0.000002968784,0.00002654539],"genre_scores_gemma":[0.9983929,0.0006527514,0.00004092098,0.0007822425,0.0001044794,0.000007017771,0.000008544037,0.000005364345,0.000005795788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05005214,"threshold_uncertainty_score":0.8699867,"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."}}