{"id":"W4390798532","doi":"10.1093/jacamr/dlad152","title":"Activity of ceftolozane/tazobactam, imipenem/relebactam and ceftazidime/avibactam against clinical Gram-negative isolates—SMART United States 2019–21","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Merck Sharp and Dohme; Merck","keywords":"Ceftazidime/avibactam; Meropenem; Pseudomonas aeruginosa; Avibactam; Imipenem; Microbiology; Medicine; Klebsiella pneumoniae; Tazobactam; Broth microdilution; Antimicrobial; Ceftazidime; Antibiotic resistance; Biology; Minimum inhibitory concentration; Antibiotics; Escherichia coli; 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":[0.0008004836,0.0002932876,0.0003153705,0.0008425094,0.0001331315,0.0004332175,0.0002448532,0.0002261535,0.00104416],"category_scores_gemma":[0.001192713,0.0001430048,0.0003594425,0.0007264644,0.0001771636,0.000264903,0.0002570937,0.0002479578,0.0002478127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005582476,"about_ca_system_score_gemma":0.0004667709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405129,"about_ca_topic_score_gemma":0.01369013,"domain_scores_codex":[0.9990723,0.0002571291,0.0001528459,0.0001546841,0.0002721983,0.00009092708],"domain_scores_gemma":[0.9986653,0.0001778263,0.0004880107,0.00006928835,0.0004581814,0.0001413056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00275554,0.0002853066,0.8683018,0.0002864861,0.0004506015,0.0002065715,0.0001449869,0.001270691,0.07301435,0.0001238579,0.00326663,0.04989317],"study_design_scores_gemma":[0.00007136656,0.003639245,0.936604,0.00006044995,0.0002402178,0.0008280419,0.0001754318,0.001648221,0.04984195,0.00004095342,0.0068264,0.00002363417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872741,0.004619358,0.0003426021,0.0002798817,0.0000341304,0.00002624627,0.004744287,0.00003893701,0.002640594],"genre_scores_gemma":[0.9932716,0.0006705839,0.0006714014,0.0001205779,0.00002228677,0.0000113692,0.00478,0.000006645631,0.0004455611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006405129,"threshold_uncertainty_score":0.01273566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352947707765101,"score_gpt":0.2835604516133633,"score_spread":0.2700309745357123,"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."}}