{"id":"W2773882131","doi":"10.1093/jac/dkx468","title":"In vitro activity of ceftolozane/tazobactam versus antimicrobial non-susceptible Pseudomonas aeruginosa clinical isolates including MDR and XDR isolates obtained from across Canada as part of the CANWARD study, 2008–16","year":2017,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"Merck Canada; Astellas Pharma; University of Manitoba","keywords":"Pseudomonas aeruginosa; Antimicrobial; Microbiology; Tazobactam; Broth microdilution; Ciprofloxacin; Amikacin; Biology; Antibiotics; Medicine; Antibiotic resistance; Minimum inhibitory concentration; Bacteria; Imipenem","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006632718,0.0005926843,0.0007832547,0.0006869189,0.0006104824,0.0009189108,0.0004871262,0.0003775551,0.001254745],"category_scores_gemma":[0.001050994,0.0002838414,0.0004427297,0.001753964,0.0004508286,0.00023691,0.0003933974,0.0004528346,0.0002583212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003200449,"about_ca_system_score_gemma":0.004982301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4870511,"about_ca_topic_score_gemma":0.625796,"domain_scores_codex":[0.9981645,0.0001641312,0.0002136477,0.0002893164,0.0009586142,0.0002097909],"domain_scores_gemma":[0.9983186,0.000183914,0.0002445916,0.00008426324,0.0009609729,0.0002077704],"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":[0.01450782,0.002499109,0.3227961,0.001328631,0.0009825686,0.0007429963,0.001743137,0.001611876,0.626011,0.0001490925,0.002343566,0.02528407],"study_design_scores_gemma":[0.0003946794,0.01132839,0.8349462,0.0001090014,0.0006175624,0.00103354,0.001393601,0.001056546,0.1431457,0.00002588724,0.005886609,0.00006234402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927408,0.002427437,0.0001423544,0.00008092273,0.00002088898,0.000140108,0.003001845,0.00001205774,0.001433602],"genre_scores_gemma":[0.9874008,0.001733476,0.0009678857,0.0001389811,0.00002823958,0.00006866019,0.007545169,0.000008442781,0.00210822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5129489,"threshold_uncertainty_score":0.9684324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880627111785727,"score_gpt":0.314941178529709,"score_spread":0.2961349074118518,"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."}}