{"id":"W2176543502","doi":"10.1128/jcm.02289-15","title":"Epidemiologic and Genotypic Review of Carbapenemase-Producing Organisms in British Columbia, Canada, between 2008 and 2014","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; Royal Jubilee Hospital; Island Health; University of British Columbia; Surrey Memorial Hospital; Fraser Health; Vancouver Coastal Health; Public Health Agency of Canada; Vancouver General Hospital; Provincial Health Services Authority","funders":"","keywords":"Multilocus sequence typing; Pulsed-field gel electrophoresis; Biology; Klebsiella pneumoniae; Plasmid; Typing; Microbiology; Genotype; Molecular epidemiology; Enterobacter cloacae; Restriction fragment length polymorphism; Genetics; 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":[0.0005126054,0.0005558157,0.0004891127,0.006996059,0.002038125,0.001208848,0.001289177,0.0003510808,0.001899759],"category_scores_gemma":[0.002637385,0.0003707439,0.0003242179,0.01475409,0.0006251631,0.000345972,0.0006214106,0.0005223677,0.0002657918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02040055,"about_ca_system_score_gemma":0.0332206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887117,"about_ca_topic_score_gemma":0.9914626,"domain_scores_codex":[0.9989066,0.00005683412,0.0001746174,0.0001538001,0.0005128118,0.0001954761],"domain_scores_gemma":[0.9950164,0.0002577929,0.000670816,0.00006313185,0.003568299,0.000423666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001589425,0.00005016542,0.9041981,0.001995518,0.0001536691,0.00128895,0.00132157,0.0002392964,0.0009408085,0.000145114,0.02115421,0.06835375],"study_design_scores_gemma":[0.00000430908,0.00002805461,0.9755093,0.001027334,0.0001102817,0.001133198,0.001616974,0.0001346675,0.000196691,0.00002001597,0.02019485,0.00002416849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6850637,0.2177043,0.0009462564,0.003017877,0.0003126166,0.0004282913,0.0701333,0.0001735921,0.0222201],"genre_scores_gemma":[0.8262439,0.1427633,0.001447006,0.001354649,0.00009940127,0.0001463432,0.02216298,0.00003985943,0.005742616],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02040055,"threshold_uncertainty_score":0.148017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299011750846073,"score_gpt":0.3155995310237739,"score_spread":0.2826094135153132,"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."}}