{"id":"W2161831158","doi":"10.1128/aac.00066-11","title":"Antimicrobial Resistance in Urinary Tract Pathogens in Canada from 2007 to 2009: CANWARD Surveillance Study","year":2011,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Shared Health; Health Sciences Centre","funders":"","keywords":"Proteus mirabilis; Ciprofloxacin; Microbiology; Nitrofurantoin; Klebsiella pneumoniae; Staphylococcus aureus; Pseudomonas aeruginosa; Sulfamethoxazole; Trimethoprim; Antibiotic resistance; Biology; Medicine; Escherichia coli; Antibiotics; 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":[0.0008156959,0.0007473116,0.0006822366,0.002752522,0.002985704,0.00153714,0.001618117,0.0007260224,0.001479881],"category_scores_gemma":[0.002163976,0.0006466254,0.0009263137,0.007077075,0.0006292,0.0006493222,0.001086124,0.0009794617,0.0002343965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04732821,"about_ca_system_score_gemma":0.07815239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976463,"about_ca_topic_score_gemma":0.9988179,"domain_scores_codex":[0.9980076,0.00006953832,0.0001172686,0.0002813725,0.001012234,0.0005120391],"domain_scores_gemma":[0.9956666,0.00009722132,0.0004828811,0.0001124922,0.002979584,0.0006612298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477714,0.00007753542,0.9830783,0.0001212248,0.0001231478,0.0002155755,0.0006312227,0.0001864075,0.0004112869,0.0001207966,0.004985933,0.009900816],"study_design_scores_gemma":[0.00002312344,0.00006003075,0.9934052,0.00008709295,0.00007383986,0.0001876008,0.0008120546,0.0004398061,0.0002099231,0.00002009237,0.004657803,0.00002346645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490187,0.004436342,0.0003854489,0.001228811,0.00008474848,0.000338228,0.03689282,0.00007307929,0.007541857],"genre_scores_gemma":[0.9808252,0.002648408,0.0007974328,0.0007078635,0.00003395063,0.00008943503,0.01239792,0.00001875749,0.002480968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04732821,"threshold_uncertainty_score":0.3433918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878493855714569,"score_gpt":0.2416791665061951,"score_spread":0.2228942279490494,"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."}}