{"id":"W4200148112","doi":"10.1093/ofid/ofab466.1476","title":"1284. Occurrence of β-Lactamases among <i>Enterobacterales</i> Isolated from United States Hospitals: Results of the INFORM Surveillance Program for Ceftazidime-Avibactam","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergan; National Institutes of Health; Shionogi; Astellas Pharma; Pfizer; Beth Israel Deaconess Medical Center; Meiji Seika Pharma; Medpace; National University of Singapore; Nabriva Therapeutics; Amplyx; GlaxoSmithKline; Melinta Therapeutics; Cidara Therapeutics; North Bristol NHS Trust","keywords":"Cefepime; Broth microdilution; Aztreonam; Ceftazidime; Microbiology; Enterobacter cloacae; Meropenem; Klebsiella pneumoniae; Imipenem; Cephalosporin; Medicine; Carbapenem; Antimicrobial; Biology; Escherichia coli; Antibiotic resistance; Antibiotics; Minimum inhibitory concentration; Gene; Bacteria; Pseudomonas aeruginosa; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003347049,0.0002599997,0.0001586131,0.000947904,0.0002263694,0.0004307716,0.000205056,0.0002364855,0.001471444],"category_scores_gemma":[0.0009062418,0.000148993,0.0002380448,0.0007928454,0.0001303519,0.0002102859,0.0002721014,0.0002161356,0.0003697821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457723,"about_ca_system_score_gemma":0.0003557659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397958,"about_ca_topic_score_gemma":0.02427808,"domain_scores_codex":[0.9996887,0.00005107872,0.00005056781,0.00007828676,0.00007139398,0.00005995658],"domain_scores_gemma":[0.9988319,0.0001290577,0.0005168015,0.00004279353,0.0003001625,0.000179334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007882234,0.00003301629,0.9957297,0.00001699766,0.00001677095,0.00006876122,0.00006314785,0.00003176297,0.001930096,0.000005771571,0.0003236468,0.001701397],"study_design_scores_gemma":[0.000002697403,0.0000706287,0.9985601,0.000009844403,0.000009949984,0.0001762782,0.0002128458,0.0000846211,0.0005858425,0.000002513678,0.0002827533,0.000001920757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942502,0.0001148315,0.00008600709,0.00005459884,0.000006433244,0.00002378838,0.004494175,0.00001176834,0.0009582417],"genre_scores_gemma":[0.9943466,0.00008333381,0.0002710079,0.00007925829,0.000007330923,0.0000151657,0.004867249,0.000003904028,0.0003260939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02397958,"threshold_uncertainty_score":0.04768002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006229460946911761,"score_gpt":0.2583893733149535,"score_spread":0.2521599123680418,"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."}}