{"id":"W4382394161","doi":"10.1093/jacamr/dlad080","title":"Susceptibility profile and β-lactamase content of global <i>Pseudomonas aeruginosa</i> isolates resistant to ceftolozane/tazobactam and/or imipenem/relebactam—SMART 2016–21","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Merck Sharp and Dohme","keywords":"Imipenem; Pseudomonas aeruginosa; Microbiology; Tazobactam; Broth microdilution; Biology; Antibiotic resistance; Antibiotics; Minimum inhibitory concentration; Bacteria; 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":[0.0004079336,0.0004133937,0.0003220365,0.0007395796,0.0001830593,0.000533053,0.0001657217,0.00022581,0.0009069752],"category_scores_gemma":[0.0005442683,0.0001578009,0.0004235864,0.0008916916,0.0002935698,0.0003298102,0.0003490121,0.0002262727,0.0003309652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082622,"about_ca_system_score_gemma":0.0003887673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00915975,"about_ca_topic_score_gemma":0.01346436,"domain_scores_codex":[0.9996555,0.0000343802,0.00004757856,0.0001293329,0.00007691173,0.00005643293],"domain_scores_gemma":[0.9993678,0.00002990202,0.0003334251,0.00003415803,0.0001551341,0.00007957378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004366437,0.00007387796,0.9377553,0.0001242073,0.00009890293,0.0001847769,0.0003192406,0.0003106697,0.05029688,0.00002685807,0.0004649684,0.009907664],"study_design_scores_gemma":[0.000005707802,0.0003108521,0.9929455,0.00001293375,0.00003293518,0.0003840849,0.0002727156,0.0001154681,0.005005493,0.000008735465,0.0008988638,0.000006641213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963689,0.0002219677,0.0002004179,0.00002601261,0.000004534355,0.00002631417,0.002271232,0.00001091636,0.0008697576],"genre_scores_gemma":[0.9938911,0.0002447569,0.0004265507,0.00002824249,0.000007463052,0.00002023507,0.00478255,0.000008429972,0.0005905816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00915975,"threshold_uncertainty_score":0.01821285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476214476001443,"score_gpt":0.2545476955937693,"score_spread":0.2397855508337549,"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."}}