{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001074693,0.0002495984,0.000371098,0.0000380729,0.0001297001,0.0001246373,0.0005768196,0.0001260867,0.00002043467],"category_scores_gemma":[0.0005867272,0.0002003743,0.0002342652,0.000329616,0.0003154819,0.00003932085,0.0004980112,0.00007432859,0.000001081718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002147028,"about_ca_system_score_gemma":0.0002014042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005817448,"about_ca_topic_score_gemma":0.001127862,"domain_scores_codex":[0.9983633,0.0001154376,0.0005973703,0.0004330427,0.0001606251,0.0003301819],"domain_scores_gemma":[0.9978474,0.0001227061,0.0006091562,0.0007713553,0.0005534567,0.00009588421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008591686,0.0006059963,0.9751063,0.0001007276,0.000262231,0.000001818037,0.00004807644,0.00007400343,0.01179942,0.00001998027,0.009663774,0.001458528],"study_design_scores_gemma":[0.004016889,0.001364473,0.8376125,0.0004362941,0.0001409877,0.000004983173,0.0004384474,0.0002081164,0.1269745,0.0003279219,0.02790263,0.0005723364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893569,0.0003052023,0.0001037302,0.0001138697,0.0002965544,0.001113815,0.008298152,0.000026303,0.0003854421],"genre_scores_gemma":[0.9914632,0.0003553678,0.0001415958,0.0001585267,0.00002870519,0.00006777644,0.007607867,0.0000244501,0.0001524674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1374939,"threshold_uncertainty_score":0.8171027,"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."}}