{"id":"W2755361290","doi":"10.1093/ofid/ofx163.913","title":"In Vitro Activity of Ceftolozane-Tazobactam vs. Antimicrobial Non-Susceptible Pseudomonas aeruginosa Clinical Isolates Obtained from Across Canada as Part of the CANWARD Study, 2008–2016","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"Merck Canada; Astellas Pharma; Zoetis; Sunovion","keywords":"Pseudomonas aeruginosa; Medicine; Antimicrobial; Broth microdilution; Meropenem; Microbiology; Tazobactam; Piperacillin; Antimicrobial stewardship; Antibiotics; Internal medicine; Antibiotic resistance; Biology; Bacteria; Minimum inhibitory concentration","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":[0.0008788967,0.0006143422,0.0008738667,0.001224623,0.0008872587,0.001296937,0.0005219519,0.000401235,0.001106039],"category_scores_gemma":[0.001488149,0.0002894533,0.0005237702,0.003087306,0.0005552915,0.0002375401,0.0005087352,0.0004432873,0.0002803855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152722,"about_ca_system_score_gemma":0.00580997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.620342,"about_ca_topic_score_gemma":0.7200067,"domain_scores_codex":[0.9974572,0.0002469909,0.000294555,0.000419201,0.001297656,0.0002844557],"domain_scores_gemma":[0.9968613,0.0002725211,0.0003852368,0.0001287973,0.001970631,0.0003814554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01207892,0.002228629,0.5647075,0.001216094,0.0009381375,0.0008919528,0.002640252,0.001387498,0.3801823,0.0001943973,0.003683062,0.02985125],"study_design_scores_gemma":[0.0002252755,0.006760469,0.9014971,0.0000964034,0.0005757317,0.0008661673,0.002377851,0.0009418379,0.08038513,0.00002237174,0.006190207,0.00006149569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905558,0.002251667,0.0001415115,0.0001224648,0.00003002636,0.0001805448,0.005103553,0.00001361378,0.001600843],"genre_scores_gemma":[0.9866006,0.001332122,0.0008284873,0.0001882343,0.00004365567,0.00006166879,0.009008171,0.000008479042,0.001928621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.379658,"threshold_uncertainty_score":0.7637877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070188269638583,"score_gpt":0.2959200559049804,"score_spread":0.2852181732085945,"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."}}