{"id":"W2984252869","doi":"10.1016/j.diagmicrobio.2019.114925","title":"In vitro activity of ceftolozane/tazobactam against phenotypically defined extended-spectrum β-lactamase (ESBL)-positive isolates of Escherichia coli and Klebsiella pneumoniae isolated from hospitalized patients (SMART 2016)","year":2019,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Merck","keywords":"Ertapenem; Cefepime; Meropenem; Tazobactam; Microbiology; Piperacillin/tazobactam; Ceftazidime; Broth microdilution; Cephalosporin; Piperacillin; Klebsiella pneumoniae; Enterobacteriaceae; Medicine; Ceftriaxone; Biology; Imipenem; Antibiotics; Escherichia coli; Minimum inhibitory concentration; Antibiotic resistance; Bacteria; Pseudomonas aeruginosa","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007960868,0.0003027124,0.0005219401,0.00007678169,0.00004940674,0.00001394718,0.0001161524,0.0002975599,0.00003399442],"category_scores_gemma":[0.0004905898,0.000291429,0.00009350821,0.0001016658,0.0003543175,0.00002100883,0.0001558801,0.0001508078,0.000005894461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002278955,"about_ca_system_score_gemma":0.0001111274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001692402,"about_ca_topic_score_gemma":0.00005971017,"domain_scores_codex":[0.9984557,0.0002136383,0.0004004532,0.0005709705,0.00004009155,0.0003191357],"domain_scores_gemma":[0.9988014,0.0003274687,0.0003144172,0.0003180665,0.00009657072,0.0001420863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001785875,0.0004750745,0.3849469,0.00004968704,0.00009843152,0.000004767475,0.00003193564,0.000002856548,0.6124533,0.00002262356,0.00003356677,0.00009492882],"study_design_scores_gemma":[0.003134881,0.000750331,0.7614142,0.0001046284,0.00008929236,0.000002310482,0.00001224319,0.00005230017,0.2338272,0.0002036515,0.00007845364,0.0003305119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974329,0.0007433913,0.00006151842,0.00005808454,0.0002021366,0.0006304192,0.0007691359,0.00001159044,0.00009078599],"genre_scores_gemma":[0.998085,0.001024587,0.00006191921,0.0001802748,0.00002055074,0.000009322352,0.0005691167,0.00002551738,0.00002371606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3786261,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001741780552561152,"score_gpt":0.1869392900404914,"score_spread":0.1851975094879302,"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."}}