{"id":"W4402576008","doi":"10.1093/jac/dkae329","title":"Cefepime–taniborbactam activity against antimicrobial-resistant clinical isolates of Enterobacterales and <i>Pseudomonas aeruginosa</i>: GEARS global surveillance programme 2018–22","year":2024,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; U.S. Department of Health and Human Services; National Institutes of Health; Biomedical Advanced Research and Development Authority; Department of Health and Human Services, State Government of Victoria; Wellcome Trust; Administration for Strategic Preparedness and Response","keywords":"Cefepime; Meropenem; Ceftazidime/avibactam; Pseudomonas aeruginosa; Microbiology; Broth microdilution; Ceftazidime; Biology; Tazobactam; Carbapenem; Antimicrobial; Antibiotics; Minimum inhibitory concentration; Imipenem; Bacteria; Antibiotic resistance; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001455312,0.0005303308,0.0003045358,0.0009945978,0.0001001566,0.0003056641,0.0003997926,0.0002545854,0.0006992412],"category_scores_gemma":[0.001114767,0.00014208,0.0002721808,0.0008441467,0.000202073,0.0002302341,0.0002965545,0.0001589492,0.0002431097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485303,"about_ca_system_score_gemma":0.0009326636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007782807,"about_ca_topic_score_gemma":0.008010611,"domain_scores_codex":[0.9991892,0.0001552276,0.0001239783,0.0001417095,0.0002998252,0.00009005149],"domain_scores_gemma":[0.9986911,0.00008105273,0.0005489004,0.00004800709,0.0005282783,0.0001025792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002158522,0.0002821141,0.8098982,0.0007137064,0.0001531801,0.000472725,0.0003753877,0.000657079,0.06751172,0.0001132761,0.005366599,0.1122975],"study_design_scores_gemma":[0.0001007923,0.002668681,0.9486948,0.0001652597,0.0001354743,0.001208036,0.0002490602,0.0005606688,0.03093749,0.0000213763,0.01524517,0.00001315873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820224,0.003283406,0.001028352,0.0003775004,0.00002271718,0.0002387697,0.008105432,0.0001644449,0.004757151],"genre_scores_gemma":[0.9829497,0.001690466,0.002169314,0.0001917348,0.00003127281,0.0001020751,0.01136568,0.00002077948,0.001478982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007782807,"threshold_uncertainty_score":0.01547503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119049878136825,"score_gpt":0.2808717935039217,"score_spread":0.2689668056902392,"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."}}