{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001948216,0.0002766484,0.0004611718,0.0002093185,0.00006332702,0.00001960114,0.0001450972,0.00006439506,0.0004078548],"category_scores_gemma":[0.000009276585,0.0002803592,0.00004749842,0.0003863021,0.00002946274,0.00008664424,0.00005322005,0.0002209575,0.00001463359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744365,"about_ca_system_score_gemma":0.0002528917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.716988,"about_ca_topic_score_gemma":0.8304808,"domain_scores_codex":[0.9983168,0.00007470693,0.0004496647,0.0005468182,0.0001682733,0.0004437169],"domain_scores_gemma":[0.9993339,0.0000237424,0.00008854642,0.0003718797,0.00003936003,0.0001425556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000803126,0.006162127,0.9623182,0.00003706529,0.00007017609,0.001665168,0.001487823,0.000006443143,0.0009332871,0.000001140126,0.0259098,0.0006056028],"study_design_scores_gemma":[0.003275026,0.0004611433,0.9814085,0.0001224873,0.00001853392,0.00003065866,0.0002339522,0.000006466182,0.0004622273,0.000004458813,0.01369043,0.0002861004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957176,0.00005216096,0.00001465861,0.001233012,0.0002963664,0.001036319,0.0001078984,0.00002581864,0.001516206],"genre_scores_gemma":[0.9919385,0.0003583383,0.0006869958,0.006389641,0.00008974414,0.0000189342,0.00002733178,0.00004218269,0.0004483283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134928,"threshold_uncertainty_score":0.9999648,"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."}}