{"id":"W4200284047","doi":"10.1093/ofid/ofab466.1466","title":"1274. Activity of Ceftolozane/Tazobactam, Imipenem/Relebactam, and Comparators Against <i>Pseudomonas aeruginosa</i> Isolates from Patients with Bloodstream and Other Infection Types—SMART United States/Canada 2018-2019","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Imipenem; Broth microdilution; Pseudomonas aeruginosa; Microbiology; Amikacin; Cefepime; Tazobactam; Cephalosporin; Meropenem; Carbapenem; Antibiotics; Internal medicine; Minimum inhibitory concentration; Antibiotic resistance; Biology; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004035922,0.0002907993,0.0003608478,0.00004507415,0.0001665307,0.0001334515,0.0001274121,0.0001163008,0.00004854732],"category_scores_gemma":[0.00005335448,0.0002629887,0.00004380417,0.0001822768,0.0001702264,0.00003987504,0.0002769292,0.00008989907,0.000001993028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004026006,"about_ca_system_score_gemma":0.0002832425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07891034,"about_ca_topic_score_gemma":0.1163141,"domain_scores_codex":[0.9987027,0.0001255427,0.0002353985,0.0005093304,0.0001393706,0.0002876395],"domain_scores_gemma":[0.9989291,0.00005908233,0.0002531141,0.0003936538,0.0001875274,0.0001774713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003843381,0.0004020031,0.9830726,0.00003337139,0.0002972691,0.000004797861,0.00001186892,0.00005570646,0.01258766,0.00001268875,0.002415628,0.0007220912],"study_design_scores_gemma":[0.002792859,0.0004888144,0.9267298,0.0001158195,0.0001975842,0.000007359612,0.00007853936,0.00006739648,0.05549208,0.00005933346,0.01343535,0.0005350549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972115,0.0003145792,0.00002856666,0.0000530498,0.0001447828,0.0003701864,0.001116288,0.00001279364,0.0007482689],"genre_scores_gemma":[0.9975929,0.0004583566,0.00004641101,0.0003634077,0.00002870454,0.00000946523,0.001377728,0.00003904981,0.00008394049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05634277,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003737870454104173,"score_gpt":0.2065404454327168,"score_spread":0.2028025749786126,"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."}}