{"id":"W2594033103","doi":"10.1016/j.diagmicrobio.2017.02.018","title":"In vitro activity of imipenem-relebactam against gram-negative bacilli isolated from patients with lower respiratory tract infections in the United States in 2015 – Results from the SMART global surveillance program","year":2017,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Diagnostic Services Manitoba; University of Manitoba; Merck","keywords":"Imipenem; Broth microdilution; Pseudomonas aeruginosa; Microbiology; Enterobacteriaceae; Biology; Antibiotics; Medicine; Carbapenem; Antibiotic resistance; Minimum inhibitory concentration; Bacteria; Escherichia coli","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677003,0.0002308257,0.0002597831,0.00004628917,0.0001601289,0.00005197725,0.0002601901,0.0001898454,0.000004767632],"category_scores_gemma":[0.002351587,0.0001526803,0.0000487964,0.0001680732,0.0006239843,0.00002630841,0.00009504119,0.0002258045,0.000001619767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004562142,"about_ca_system_score_gemma":0.00009822226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034618,"about_ca_topic_score_gemma":0.0144988,"domain_scores_codex":[0.998322,0.0005798983,0.0003201208,0.0004516785,0.00005106586,0.0002752161],"domain_scores_gemma":[0.998153,0.000784523,0.0003137874,0.0005845169,0.000104536,0.00005957825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002426273,0.001649898,0.986771,0.00000629337,0.00005421628,0.0000197178,0.00009203221,0.00007584597,0.008275095,0.000001910018,0.0002574138,0.0003702407],"study_design_scores_gemma":[0.003322458,0.0004702392,0.9942155,0.00006683845,0.00002033009,8.188944e-7,0.00003564095,0.00003083142,0.0009866568,0.00008091146,0.0005813764,0.0001884246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954686,0.0001534515,0.00001088911,0.0002134976,0.0001599631,0.0007928066,0.003152999,0.000008659521,0.0000391778],"genre_scores_gemma":[0.997376,0.0003078951,0.000009265967,0.0003105886,0.00003253535,0.0000470293,0.00190411,0.00001098912,0.000001552244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009464178,"threshold_uncertainty_score":0.8090669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005510938597730846,"score_gpt":0.241979233065206,"score_spread":0.2364682944674751,"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."}}