{"id":"W2954772370","doi":"10.1017/ice.2019.173","title":"Infection prevention and control practices related to carbapenemase-producing <i>Enterobacteriaceae</i> (CPE) in acute-care hospitals in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; William Osler Health System; Institute for Work & Health; North York General Hospital; Sinai Health System; Public Health Ontario; University of Toronto","funders":"","keywords":"Infection control; Medicine; Outbreak; Acute care; Transmission (telecommunications); Emergency medicine; Population; Environmental health; Medical emergency; Intensive care medicine; Health care; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007467291,0.0002540519,0.0005700641,0.0001128839,0.00005717418,0.00002622663,0.00006204779,0.0002968233,0.00002662581],"category_scores_gemma":[0.0008445553,0.0002529492,0.0000609143,0.000106479,0.00005456567,0.00004484454,0.00005881946,0.0002699665,0.000004492305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002287449,"about_ca_system_score_gemma":0.0002321924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.70937,"about_ca_topic_score_gemma":0.9376307,"domain_scores_codex":[0.9977218,0.0004535114,0.0006336273,0.0007349828,0.00006899252,0.0003871015],"domain_scores_gemma":[0.998897,0.0001587041,0.0004844399,0.0002638454,0.00009015849,0.0001058391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003130823,0.00004004351,0.9839463,0.00003742062,0.0000928867,0.000005426512,0.0001172464,0.0002838564,0.01414332,0.00003494028,0.0001092096,0.0008762608],"study_design_scores_gemma":[0.002591001,0.001106325,0.9927079,0.00008171691,0.00004296508,0.0000237347,0.00004792208,0.00007098781,0.0001513076,0.00009576072,0.002806388,0.0002739542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960974,0.00054242,0.0002046009,0.0008668617,0.001014229,0.001067643,0.00001331104,0.00001425687,0.0001793095],"genre_scores_gemma":[0.9985362,0.0003281009,0.00009720488,0.0006387251,0.00004880681,0.00005537261,0.00007654057,0.00002020698,0.0001988038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2282606,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006293686427715296,"score_gpt":0.2586750894358045,"score_spread":0.2523814030080893,"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."}}