{"id":"W2121581779","doi":"10.1016/j.diagmicrobio.2011.03.021","title":"Antimicrobial susceptibility of global inpatient urinary tract isolates of Escherichia coli: results from the Study for Monitoring Antimicrobial Resistance Trends (SMART) program: 2009–2010","year":2011,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Ertapenem; Amikacin; Imipenem; Piperacillin; Ciprofloxacin; Antimicrobial; Microbiology; Tazobactam; Levofloxacin; Antibiotic resistance; Escherichia coli; Medicine; Piperacillin/tazobactam; Drug resistance; Biology; Antibiotics; Pseudomonas aeruginosa; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007326499,0.0005610588,0.0004431502,0.0009198976,0.0002815454,0.0004267952,0.0003908501,0.00051822,0.0004412544],"category_scores_gemma":[0.001693381,0.0002523789,0.0004647401,0.00126189,0.000283731,0.0005054151,0.0007222198,0.0004985218,0.0001948754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007881303,"about_ca_system_score_gemma":0.0005868862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02173492,"about_ca_topic_score_gemma":0.03736898,"domain_scores_codex":[0.9993675,0.0001254625,0.00008423369,0.0001357848,0.0001770479,0.0001099636],"domain_scores_gemma":[0.9985272,0.0001611331,0.0004362572,0.00008851987,0.0005275743,0.0002593902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001973098,0.00007725316,0.9963335,0.00001961504,0.00004650539,0.0000555162,0.00009992679,0.00009469833,0.0006407826,0.000006527408,0.0003515349,0.002076846],"study_design_scores_gemma":[0.000003894571,0.0001106145,0.9992259,0.000002650634,0.00001798948,0.0001028703,0.00009616133,0.00006588417,0.0002389456,0.000002859483,0.000130234,0.000002084633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954299,0.0001145716,0.0001004871,0.00005518048,0.000007276925,0.00001740833,0.003684255,0.00001260214,0.0005784787],"genre_scores_gemma":[0.9948532,0.0001244403,0.0001945323,0.00007466484,0.000009260433,0.00001686525,0.004436938,0.000008006147,0.0002820459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02173492,"threshold_uncertainty_score":0.04321682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156835012235399,"score_gpt":0.2527038109263324,"score_spread":0.2411354608039784,"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."}}