{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003738692,0.0006755273,0.00156216,0.000118215,0.00008621255,0.00004091693,0.0002969817,0.0005344412,0.00004787942],"category_scores_gemma":[0.0001141359,0.0005416112,0.0004736315,0.00008544983,0.0001481872,0.00000446989,0.0001773642,0.0002071081,0.000192404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316663,"about_ca_system_score_gemma":0.0001663641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205453,"about_ca_topic_score_gemma":0.000004674285,"domain_scores_codex":[0.9968666,0.0005247972,0.0006566392,0.001301399,0.00009068211,0.0005598564],"domain_scores_gemma":[0.9979773,0.00008203159,0.0004472347,0.001322867,0.00002513486,0.0001454785],"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":[0.000242224,0.000530977,0.0006199563,0.006878539,0.002380446,0.00008284846,0.0001150091,0.000008067693,0.001515159,0.004841595,0.002861559,0.9799236],"study_design_scores_gemma":[0.000301748,0.0004066302,0.0002214656,0.001478505,0.0004510738,0.00006057247,0.00001034828,0.000001589658,0.0001967038,0.00006677991,0.996295,0.0005095987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02277403,0.9747619,0.00007524345,0.0001507357,0.000565696,0.0008930312,0.0002147687,0.00002979063,0.0005348256],"genre_scores_gemma":[0.001654334,0.9940134,0.0005329378,0.0001974304,0.0003142658,0.00005816645,0.001675098,0.0001106204,0.001443775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934334,"threshold_uncertainty_score":0.9997035,"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."}}