{"id":"W2345881324","doi":"10.1016/j.diagmicrobio.2016.04.022","title":"Susceptibility patterns and ESBL rates of Escherichia coli from urinary tract infections in Canada and the United States, SMART 2010–2014","year":2016,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Broth microdilution; Antibiotic resistance; Cephalosporin; Antimicrobial; Urinary system; Medicine; Escherichia coli; Microbiology; Internal medicine; Antibiotics; Biology; Minimum inhibitory concentration","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":[0.0005851257,0.0004586339,0.0003709102,0.002932675,0.0009466413,0.001114833,0.001052267,0.000590887,0.001328553],"category_scores_gemma":[0.001864098,0.0003600257,0.0008926028,0.004480889,0.0006999629,0.0006299807,0.0007811319,0.0008974325,0.000225922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01422192,"about_ca_system_score_gemma":0.01703808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9803248,"about_ca_topic_score_gemma":0.9850513,"domain_scores_codex":[0.9990476,0.0000442457,0.00009804222,0.0001361175,0.0003379943,0.0003360139],"domain_scores_gemma":[0.9975229,0.00009767652,0.0004827782,0.00004815192,0.001361911,0.0004865531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000130045,0.00003460163,0.9952455,0.00002853909,0.0000766509,0.00005721986,0.0001777572,0.0001798062,0.0001939985,0.00004958757,0.001196213,0.002630098],"study_design_scores_gemma":[0.000002173356,0.00001792017,0.9988372,0.00001425643,0.00002067252,0.00005354477,0.0004188035,0.0001414403,0.00006079331,0.000006269149,0.0004217478,0.000005273376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778693,0.001300593,0.0001374319,0.0002473536,0.00002147913,0.00002848938,0.01813915,0.00002740229,0.002228797],"genre_scores_gemma":[0.9909005,0.0008405513,0.000137437,0.0001226953,0.000008454594,0.000009247659,0.006795229,0.000007545892,0.001178338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196752,"threshold_uncertainty_score":0.1031877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006891987645849123,"score_gpt":0.2219512944357154,"score_spread":0.2150593067898663,"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."}}