{"id":"W2058125010","doi":"10.1016/j.diagmicrobio.2013.11.024","title":"Molecular epidemiology of Enterobacteriaceae that produce VIMs and IMPs from the SMART surveillance program","year":2013,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Shared Health; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Plasmid; Enterobacteriaceae; Biology; Klebsiella pneumoniae; Polymerase chain reaction; Molecular epidemiology; Microbiology; Gene; Genetics; Escherichia coli; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007235425,0.0005210206,0.0003222202,0.001642014,0.0003181645,0.0008148658,0.0004543593,0.0004693573,0.001623386],"category_scores_gemma":[0.001762433,0.0002618401,0.0003953895,0.001280094,0.0003780893,0.0003775983,0.0004964626,0.0005347359,0.0002527146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392689,"about_ca_system_score_gemma":0.00050972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005977751,"about_ca_topic_score_gemma":0.005119768,"domain_scores_codex":[0.9989574,0.0001339017,0.0001474028,0.0001999681,0.0003472643,0.000214028],"domain_scores_gemma":[0.9978702,0.0003174189,0.0008380288,0.00009474585,0.0004971145,0.000382403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007653548,0.0001255698,0.9493921,0.000105898,0.00005695762,0.0003661183,0.0003029634,0.0002257089,0.03881208,0.0001525327,0.0005258451,0.00916899],"study_design_scores_gemma":[0.00001352616,0.0004199349,0.9883373,0.00005116386,0.0000656945,0.001054882,0.0008443161,0.0004387801,0.007241989,0.00005951044,0.00146317,0.000009754472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969966,0.0002130771,0.0003358916,0.0001058816,0.00001280694,0.00003425999,0.001383478,0.000009791996,0.0009081219],"genre_scores_gemma":[0.9967865,0.0002274966,0.0007236489,0.00009540362,0.00001486183,0.0000146106,0.001703563,0.000007157907,0.0004266529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005977751,"threshold_uncertainty_score":0.01188588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006462684587474708,"score_gpt":0.2316551947125184,"score_spread":0.2251925101250437,"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."}}