{"id":"W2036997505","doi":"10.1016/j.diagmicrobio.2012.05.007","title":"Antimicrobial susceptibility of Pseudomonas aeruginosa isolates obtained from patients in Canadian hospitals: CANWARD 2008–2011","year":2012,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Diagnostic Services Manitoba","funders":"","keywords":"Amikacin; Broth microdilution; Colistin; Ceftazidime; Meropenem; Piperacillin; Gentamicin; Microbiology; Tazobactam; Antimicrobial; Piperacillin/tazobactam; Ciprofloxacin; Pseudomonas aeruginosa; Medicine; Antibiotics; Biology; Imipenem; Minimum inhibitory concentration; Antibiotic resistance; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004434241,0.0004349666,0.0005531852,0.001576148,0.001938211,0.001004024,0.0008013872,0.0007422157,0.001447649],"category_scores_gemma":[0.002274978,0.0003393254,0.0004066781,0.003232262,0.0005877063,0.0002841455,0.0005363536,0.0008609204,0.0002752143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01321247,"about_ca_system_score_gemma":0.01223894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.945585,"about_ca_topic_score_gemma":0.9799927,"domain_scores_codex":[0.9987724,0.00004845904,0.00009093057,0.0001397568,0.0005387029,0.0004096321],"domain_scores_gemma":[0.9981188,0.0001178968,0.0002399409,0.00003389279,0.001139093,0.0003503467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006566024,0.0001064682,0.9768696,0.0001264993,0.00006674504,0.0008239346,0.002320501,0.0001556395,0.004758827,0.00008696497,0.003560878,0.01046727],"study_design_scores_gemma":[0.00000598144,0.00007101948,0.9962768,0.00001935626,0.00002075802,0.0002899564,0.001169442,0.00006101138,0.0004600412,0.000005747519,0.001610166,0.000009526371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903267,0.0009304188,0.0001074853,0.0003288579,0.00003315502,0.00004816828,0.003841204,0.00001345328,0.004370486],"genre_scores_gemma":[0.9925503,0.0007774479,0.0004046487,0.0003414419,0.0000203198,0.00001781473,0.003407215,0.000007287372,0.00247349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05441499,"threshold_uncertainty_score":0.1094708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003191537637867357,"score_gpt":0.2041230107256108,"score_spread":0.2009314730877435,"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."}}