{"id":"W2968953218","doi":"10.1007/s40265-019-01180-3","title":"Extended-Spectrum β-Lactamase-Producing Enterobacteriaceae: Update on Molecular Epidemiology and Treatment Options","year":2019,"lang":"en","type":"review","venue":"Drugs","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":327,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Calgary Laboratory Services","keywords":"Enterobacteriaceae; Medicine; Epidemiology; Molecular epidemiology; Pharmacotherapy; Intensive care medicine; Broad spectrum; Microbiology; Internal medicine; Biology; Genetics; Escherichia coli; Genotype","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007496057,0.0008149294,0.001825516,0.001858433,0.0001801948,0.001284513,0.0008619226,0.001063688,0.003716486],"category_scores_gemma":[0.001449335,0.0002550069,0.000713059,0.00191164,0.0003693494,0.001278059,0.0006634112,0.001873517,0.001362628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601931,"about_ca_system_score_gemma":0.001384769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178005,"about_ca_topic_score_gemma":0.002513646,"domain_scores_codex":[0.9997075,0.00005565727,0.00005714835,0.00004381269,0.0001042561,0.00003147297],"domain_scores_gemma":[0.9992549,0.0003745049,0.0001155551,0.0000164561,0.0001810863,0.00005755797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001602824,0.00006041757,0.0002853092,0.01910289,0.0001208741,0.0001634526,0.00002738427,0.0002385063,0.000913249,0.001260901,0.04163508,0.9360318],"study_design_scores_gemma":[0.00006078219,0.0001615656,0.001254129,0.008413771,0.000379235,0.001399538,0.00006298085,0.0001553342,0.0002904708,0.001220352,0.9865737,0.00002803375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005620997,0.9989942,0.00008053335,0.0002855613,0.0001900658,0.000002426101,0.00002500223,0.000006324376,0.0003597242],"genre_scores_gemma":[0.0003247767,0.9987532,0.0001895438,0.0002898292,0.0002124278,0.00000321252,0.00004227309,0.000001179401,0.0001836252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003716486,"threshold_uncertainty_score":0.01243293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453368455422437,"score_gpt":0.3281934057205136,"score_spread":0.2936597211662892,"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."}}