{"id":"W3134427103","doi":"10.1186/s12866-021-02135-z","title":"Activity of ceftolozane/tazobactam against Gram-negative isolates from patients with lower respiratory tract infections – SMART United States 2018–2019","year":2021,"lang":"en","type":"article","venue":"BMC Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cefepime; Microbiology; Meropenem; Pseudomonas aeruginosa; Broth microdilution; Biology; Tazobactam; Klebsiella pneumoniae; Ceftazidime/avibactam; Ceftazidime; Virology; Imipenem; Antibiotics; Escherichia coli; Minimum inhibitory concentration; Antibiotic resistance; 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":[0.0007203433,0.0002846181,0.0003615937,0.0006077967,0.000114119,0.0003367895,0.000199546,0.0002465911,0.0007602268],"category_scores_gemma":[0.001088164,0.0001213091,0.0003000245,0.0005707088,0.0001415784,0.0001745575,0.0002079186,0.0002853827,0.0002635681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004393979,"about_ca_system_score_gemma":0.0005405165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481005,"about_ca_topic_score_gemma":0.005843229,"domain_scores_codex":[0.9993812,0.000154334,0.0001484077,0.00009137591,0.0001656361,0.00005909369],"domain_scores_gemma":[0.998998,0.000113729,0.0004031194,0.00003854154,0.0003546767,0.00009192436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005915572,0.0007039133,0.7905331,0.0008360288,0.0004025115,0.0005952066,0.0004245506,0.0008440155,0.06101721,0.000143673,0.006934636,0.1316496],"study_design_scores_gemma":[0.0003183396,0.006519632,0.939865,0.0002621311,0.0003462937,0.002200456,0.0003185388,0.001360683,0.02920909,0.00004308615,0.01952462,0.00003207273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833035,0.009968479,0.00024683,0.0004215099,0.00006427748,0.00005245945,0.003086377,0.00003956178,0.002816842],"genre_scores_gemma":[0.9940035,0.001467084,0.0005063809,0.0001771279,0.00003693077,0.0000217279,0.003540292,0.000006248945,0.0002406565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003481005,"threshold_uncertainty_score":0.00692147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007641792872180498,"score_gpt":0.2215087583584877,"score_spread":0.2138669654863072,"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."}}