{"id":"W2011722799","doi":"10.1371/journal.pone.0116421","title":"Molecular Characterization of Klebsiella pneumoniae Carbapenemase (KPC)-Producing Enterobacteriaceae in Ontario, Canada, 2008-2011","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Queen's University; University of Toronto; Public Health Ontario; Toronto Public Health","funders":"","keywords":"Klebsiella pneumoniae; Biology; Multilocus sequence typing; Microbiology; Pulsed-field gel electrophoresis; Citrobacter freundii; Plasmid; Typing; Enterobacter cloacae; Molecular epidemiology; Enterobacteriaceae; Multiplex polymerase chain reaction; Genotype; Polymerase chain reaction; 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":[0.0002331981,0.0003114838,0.0002249502,0.001624989,0.001379778,0.0006258431,0.00042311,0.000250208,0.0008736599],"category_scores_gemma":[0.0009341078,0.0002302049,0.0002775627,0.002232882,0.0003355871,0.0001777072,0.000341201,0.0002276013,0.0001871295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056693,"about_ca_system_score_gemma":0.01356093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9738202,"about_ca_topic_score_gemma":0.9880376,"domain_scores_codex":[0.999471,0.00001511265,0.00004044085,0.00007433268,0.0002595195,0.0001396408],"domain_scores_gemma":[0.9987234,0.00004102358,0.0001555575,0.00002112462,0.0008705874,0.0001882323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003362344,0.00006473535,0.9351348,0.0002491332,0.00004430781,0.0009527536,0.002817915,0.0003734331,0.04053008,0.0001008089,0.001486721,0.01790898],"study_design_scores_gemma":[0.000004394049,0.00003776835,0.9952289,0.00001926124,0.00001358004,0.0001757807,0.00061333,0.000143,0.001167201,0.000003855654,0.00258665,0.000006246371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992668,0.001180258,0.0002513279,0.0001134997,0.000008971183,0.00007973146,0.003010825,0.00001406791,0.002673362],"genre_scores_gemma":[0.9871961,0.001541579,0.0009684614,0.0001405047,0.000008540141,0.00003387885,0.005140908,0.00001079255,0.004959145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02617979,"threshold_uncertainty_score":0.07666886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008916786745257,"score_gpt":0.1797839942204348,"score_spread":0.1696948263529822,"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."}}