{"id":"W2119371844","doi":"10.1016/j.diagmicrobio.2012.05.024","title":"Antimicrobial susceptibility of Enterobacteriaceae, including molecular characterization of extended-spectrum beta-lactamase–producing species, in urinary tract isolates from hospitalized patients in North America and Europe: results from the SMART study 2009–2010","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":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Klebsiella pneumoniae; Ertapenem; Microbiology; Imipenem; Sulbactam; Ampicillin; Escherichia coli; Enterobacteriaceae; Beta-lactamase; Biology; Antimicrobial; Antibiotics; Antibiotic resistance; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001958468,0.0002410871,0.0003752012,0.00006677729,0.00006193642,0.00001748465,0.0001366312,0.0001058097,0.00001732699],"category_scores_gemma":[0.0008591231,0.0002054296,0.00005118842,0.0001611237,0.0003049664,0.00003134861,0.000229128,0.0001384513,0.000001101211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002009495,"about_ca_system_score_gemma":0.00004018988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007057081,"about_ca_topic_score_gemma":0.0006122516,"domain_scores_codex":[0.9981099,0.0004426774,0.000595011,0.0005293214,0.00004069586,0.0002823656],"domain_scores_gemma":[0.9988832,0.0002070981,0.0003643135,0.0004063828,0.00005974434,0.00007926058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005517672,0.001704748,0.6708933,0.00001619336,0.00004231817,0.000005618445,0.0003636256,0.00000149158,0.3263575,7.389564e-7,0.00001503504,0.00004774423],"study_design_scores_gemma":[0.001868938,0.0004354789,0.9856469,0.00006325746,0.00006995685,0.000002123355,0.00004939765,0.000001720075,0.01157656,0.000004723944,0.00009160156,0.0001893407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963701,0.0004171017,0.00001816338,0.00004402822,0.0002409994,0.0006695798,0.002227427,0.000006585076,0.000006041958],"genre_scores_gemma":[0.9957964,0.0008735632,0.00002108988,0.00007739737,0.00005654435,0.000007850443,0.003144789,0.00001878229,0.000003558905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3147809,"threshold_uncertainty_score":0.8377175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006031182381904438,"score_gpt":0.210330418051164,"score_spread":0.2042992356692596,"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."}}