{"id":"W4385441912","doi":"10.1007/s10096-023-04645-2","title":"In vitro activity of aztreonam–avibactam against Enterobacterales isolates collected in Latin America, Africa/Middle East, Asia, and Eurasia for the ATLAS Global Surveillance Program in 2019–2021","year":2023,"lang":"en","type":"article","venue":"European Journal of Clinical Microbiology & Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Pfizer","keywords":"Aztreonam; Ceftazidime/avibactam; Broth microdilution; Klebsiella pneumoniae; Microbiology; Avibactam; Klebsiella oxytoca; Medicine; Biology; Minimum inhibitory concentration; Antimicrobial; Antibiotic resistance; Antibiotics; Escherichia coli; Imipenem","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008258734,0.0002082351,0.000607794,0.0001040949,0.00004196657,0.00002659177,0.0002693817,0.000102857,0.000006001721],"category_scores_gemma":[0.00138494,0.0001604131,0.0002427032,0.0004217051,0.0004614039,0.0000159352,0.0001505932,0.0002475698,0.000003781369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002989048,"about_ca_system_score_gemma":0.0001245483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001534063,"about_ca_topic_score_gemma":0.0002309387,"domain_scores_codex":[0.9968601,0.001353152,0.001066954,0.0003407224,0.00004169743,0.0003373057],"domain_scores_gemma":[0.9983578,0.0004894118,0.0007195582,0.0002161789,0.0001308561,0.00008615298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002333207,0.0007051397,0.7856398,0.00003456093,0.0001278084,0.00004951931,0.00004437517,0.00007563288,0.1961444,9.913817e-7,0.0009432178,0.01390142],"study_design_scores_gemma":[0.002501906,0.001087151,0.991667,0.0001013766,0.00002321197,0.00002424923,0.00006744455,0.0000569807,0.0008587673,0.00001424553,0.003439268,0.0001584289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978149,0.000832041,0.00004071256,0.0002495069,0.0003057197,0.0003971785,0.0002564243,0.000008899064,0.00009462712],"genre_scores_gemma":[0.9981944,0.001306481,0.0001427867,0.00005887897,0.0001578582,0.000005903554,0.0000705841,0.00002175608,0.00004134679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2060272,"threshold_uncertainty_score":0.6541456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085444831509126,"score_gpt":0.2969158315754022,"score_spread":0.2760613832603109,"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."}}