{"id":"W1994169691","doi":"10.1371/journal.pone.0125076","title":"Carbapenem Non-Susceptible Enterobacteriaceae in Quebec, Canada: Results of a Laboratory Surveillance Program (2010–2012)","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Public Health Agency of Canada; McGill University Health Centre; Institut National de Santé Publique du Québec","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Etest; Pulsed-field gel electrophoresis; Broth microdilution; Ertapenem; Microbiology; Meropenem; Imipenem; Colistin; Klebsiella pneumoniae; Biology; Tigecycline; Aztreonam; Enterobacteriaceae; Carbapenem; Molecular epidemiology; Antibiotics; Antibiotic resistance; Minimum inhibitory concentration; Genotype; Gene; Escherichia coli; Genetics","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":[0.000518982,0.0005459889,0.0002763602,0.001132978,0.001305468,0.0007258845,0.0007593127,0.0003777652,0.001261026],"category_scores_gemma":[0.0009984253,0.0002259129,0.0002692172,0.002324892,0.0004145757,0.0002967748,0.0004201625,0.0004045287,0.0001864388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01871765,"about_ca_system_score_gemma":0.01397167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935988,"about_ca_topic_score_gemma":0.9942256,"domain_scores_codex":[0.9994795,0.00004047082,0.00003570093,0.00008705458,0.0002287802,0.0001285445],"domain_scores_gemma":[0.9980769,0.00007305456,0.0002472385,0.00003337926,0.001231838,0.0003375809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003048565,0.0001254013,0.9734485,0.0001622079,0.00009784995,0.0002993458,0.0005369785,0.0004855577,0.003297645,0.00005520977,0.002405633,0.01878096],"study_design_scores_gemma":[0.00001314501,0.00007080111,0.9973577,0.00002288278,0.00002157124,0.00008056837,0.0002903485,0.0005687198,0.0003455195,0.000003346237,0.001215968,0.000009508355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891832,0.00133587,0.0002542486,0.0002191702,0.00001184838,0.0001144177,0.007138254,0.00003836472,0.00170465],"genre_scores_gemma":[0.9922334,0.0008453517,0.0006251456,0.0001606779,0.000009358502,0.00002865792,0.004435248,0.000008094707,0.001654078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01871765,"threshold_uncertainty_score":0.1358067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192983477753442,"score_gpt":0.2226829005839811,"score_spread":0.2033845528086369,"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."}}