{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007538508,0.0002689218,0.0003508089,0.00007754537,0.00008597242,0.00001843873,0.0001722743,0.0003363698,0.00008269076],"category_scores_gemma":[0.0001816899,0.0002339995,0.000113734,0.0002106241,0.0003538822,0.00001155466,0.0001254307,0.0001673126,0.00001813184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003416806,"about_ca_system_score_gemma":0.0002216534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631076,"about_ca_topic_score_gemma":0.0008271287,"domain_scores_codex":[0.9984514,0.0003231762,0.0003098225,0.0005500106,0.000044157,0.0003214439],"domain_scores_gemma":[0.9986139,0.000132382,0.000299805,0.0005368702,0.0003484877,0.00006856709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003421842,0.0005726492,0.3279664,0.00001229959,0.0001255336,0.000002157353,0.00002310124,0.00002999402,0.6699181,0.000003056587,0.000963677,0.00004089934],"study_design_scores_gemma":[0.001649804,0.0009641121,0.3342796,0.00005167973,0.00005278057,0.00000551538,0.00007137812,0.000005745517,0.6476972,0.00002679452,0.0148253,0.0003700354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976265,0.0001500877,0.0004637685,0.00002245253,0.0003306711,0.000224988,0.0010534,0.00001876999,0.0001093743],"genre_scores_gemma":[0.9953407,0.0001021632,0.0007589902,0.0002126318,0.0000582128,0.000004062505,0.003318588,0.00003380263,0.0001708599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02222081,"threshold_uncertainty_score":0.9542221,"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."}}