{"id":"W3096182404","doi":"10.1017/ice.2020.693","title":"Clinical and Genetic Characteristics of Extended-Spectrum Beta-Lactamase–Producing Enterobacteriaceae Among Canadian Children","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Agricultural Research Institute of Ontario; Children's Hospital of Eastern Ontario","funders":"","keywords":"Interquartile range; Multilocus sequence typing; Cephalosporin; Enterobacteriaceae; Medicine; Beta-lactamase; Incidence (geometry); Antibiotics; Infection control; Feces; Microbiology; Internal medicine; Biology; Genotype; Escherichia coli; Intensive care medicine; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004235944,0.0002094281,0.0006175989,0.00004435575,0.00008385737,0.00001540701,0.0000855625,0.0002955608,0.00001855118],"category_scores_gemma":[0.0009598417,0.0001974696,0.0001150546,0.00004462957,0.0004846104,0.00001043112,0.00006432508,0.0001781486,0.000003108621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009836027,"about_ca_system_score_gemma":0.00006283533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005828963,"about_ca_topic_score_gemma":0.003281898,"domain_scores_codex":[0.9979942,0.0003252473,0.0007192467,0.0005863206,0.00003919744,0.0003358193],"domain_scores_gemma":[0.9989386,0.0000911803,0.0003402682,0.0002249066,0.00005621588,0.0003488467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008703533,0.0000259633,0.9932959,0.00002147348,0.0001454224,0.000003129636,0.00001948243,0.000003059697,0.001811854,0.00009313802,0.0001659898,0.00432753],"study_design_scores_gemma":[0.0007601726,0.0009406512,0.9963409,0.00001434367,0.00006399553,0.00002158768,0.000004106017,0.0001121122,0.0001048434,0.00006192086,0.001380408,0.0001949423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950762,0.0005653887,0.001708834,0.001850424,0.0003527863,0.0003017856,0.00008939513,0.00001433923,0.00004088178],"genre_scores_gemma":[0.9963227,0.001577605,0.0002823403,0.001090288,0.000614364,0.000006385693,0.00007351701,0.00002082599,0.00001201006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004132587,"threshold_uncertainty_score":0.8811687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075594746691397,"score_gpt":0.2586124925169783,"score_spread":0.2478565450500643,"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."}}