{"id":"W4225275122","doi":"10.1128/aac.00189-22","title":"<i>In Vitro</i> Activity of Ceftolozane-Tazobactam, Imipenem-Relebactam, Ceftazidime-Avibactam, and Comparators against Pseudomonas aeruginosa Isolates Collected in United States Hospitals According to Results from the SMART Surveillance Program, 2018 to 2020","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Merck","keywords":"Ceftazidime/avibactam; Broth microdilution; Microbiology; Pseudomonas aeruginosa; Imipenem; Ceftazidime; Biology; Avibactam; Carbapenem; Minimum inhibitory concentration; Antibiotic resistance; Antimicrobial; Antibiotics; Bacteria","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":[0.0006726252,0.0004255068,0.0003250678,0.0006438439,0.0001170293,0.0003653007,0.000298563,0.0002837072,0.0009895543],"category_scores_gemma":[0.001387067,0.0001659021,0.0004080443,0.0005983502,0.0001788601,0.000254265,0.0001630063,0.0003017857,0.0002122857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354659,"about_ca_system_score_gemma":0.0003078566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336947,"about_ca_topic_score_gemma":0.004818344,"domain_scores_codex":[0.9991505,0.0001946033,0.00020448,0.000172459,0.0001933779,0.0000845355],"domain_scores_gemma":[0.9989648,0.0002413662,0.0003580491,0.00006353997,0.0002733267,0.00009895216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01037135,0.001694757,0.4836856,0.0008094158,0.0006692644,0.0003987541,0.0002933202,0.002934223,0.4610598,0.000202185,0.005512874,0.03236844],"study_design_scores_gemma":[0.0002941493,0.02148849,0.6587282,0.0001153918,0.0004431722,0.001466969,0.0003649453,0.004096831,0.3056982,0.00006933735,0.007186011,0.0000483105],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911135,0.00168515,0.0002886243,0.0001290876,0.0000676581,0.00006824976,0.005052071,0.00003121476,0.001564463],"genre_scores_gemma":[0.9860876,0.0007057139,0.001238444,0.0001315682,0.00005719252,0.000049542,0.01110416,0.000007105627,0.0006185484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004336947,"threshold_uncertainty_score":0.008623421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00637696567723323,"score_gpt":0.2401850766704413,"score_spread":0.2338081109932081,"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."}}