{"id":"W2969893090","doi":"10.1093/jac/dkz289","title":"Dramatic rise in the proportion of ESBL-producing Escherichia coli and Klebsiella pneumoniae among clinical isolates identified in Canadian hospital laboratories from 2007 to 2016","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Boniface Hospital; Public Health Agency of Canada; University of Manitoba","funders":"Achaogen; Medicines Company; Zoetis; Public Health Agency of Canada; Diagnostic Services Manitoba; Sunovion; Bayer; University of Manitoba; AstraZeneca; Astellas Pharma US; Pfizer; Merck; Abbott Laboratories","keywords":"Amikacin; Ertapenem; Klebsiella pneumoniae; Broth microdilution; Tigecycline; Meropenem; Microbiology; Colistin; Biology; Escherichia coli; Antimicrobial; Antibiotic resistance; Medicine; Antibiotics; Minimum inhibitory concentration; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000888534,0.0004690492,0.0004148993,0.00321551,0.001493828,0.001345954,0.001378586,0.0006359533,0.001929954],"category_scores_gemma":[0.003810304,0.0002658919,0.0005608222,0.004925889,0.0007696786,0.0005474164,0.0009571932,0.0007384332,0.0002090206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02405287,"about_ca_system_score_gemma":0.03410827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767784,"about_ca_topic_score_gemma":0.9857175,"domain_scores_codex":[0.996914,0.00008320523,0.0001525183,0.0003710382,0.00172254,0.0007567767],"domain_scores_gemma":[0.9948061,0.000140776,0.001064102,0.00007742363,0.003057046,0.000854578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700726,0.00002442567,0.9755718,0.0002723367,0.00009316215,0.0003686491,0.0007251302,0.0002748124,0.002239675,0.0001267664,0.004546462,0.01558674],"study_design_scores_gemma":[0.000003143457,0.00002132615,0.9959254,0.00005446639,0.00001864421,0.0002672733,0.0006164233,0.0001469086,0.0002787596,0.00001044332,0.00264665,0.00001052224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647381,0.006574971,0.0004930514,0.002158486,0.00008891804,0.00009297067,0.01816222,0.000134698,0.007556555],"genre_scores_gemma":[0.9895312,0.002671969,0.0006851372,0.0005305184,0.00004408539,0.000018231,0.005328577,0.00001202867,0.001178358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02405287,"threshold_uncertainty_score":0.1745166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004532413720435222,"score_gpt":0.2495435400500816,"score_spread":0.2450111263296464,"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."}}