{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006151537,0.0004051732,0.0004863921,0.001259251,0.0002740797,0.0005618407,0.0003099884,0.0004791679,0.0005273781],"category_scores_gemma":[0.001358788,0.0003051406,0.000568172,0.001115543,0.0003257444,0.0004633819,0.0005563328,0.0003693271,0.0002188378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003656209,"about_ca_system_score_gemma":0.0002919034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993915,"about_ca_topic_score_gemma":0.005285948,"domain_scores_codex":[0.9992311,0.0001340525,0.0001499051,0.0001836108,0.0002158032,0.00008560441],"domain_scores_gemma":[0.9988501,0.0001840877,0.0003643547,0.00008729739,0.0003226526,0.0001914925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003504512,0.00007987148,0.9901074,0.00002577829,0.00009041712,0.00009280578,0.000155671,0.00007713368,0.006280362,0.00001022361,0.0001150911,0.002614831],"study_design_scores_gemma":[0.000007423725,0.0001716816,0.9985301,0.000005927024,0.00002345091,0.0002452588,0.0001478519,0.00006355165,0.0006234028,0.000004660656,0.0001738578,0.000002691953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988095,0.0002422864,0.00005353521,0.00001867918,0.000004002834,0.000007565492,0.0006075054,0.000002695247,0.0002542161],"genre_scores_gemma":[0.9982413,0.0001973933,0.0001232077,0.00005653407,0.000006997332,0.000008129226,0.001197327,0.000002898374,0.0001661576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003993915,"threshold_uncertainty_score":0.007941365,"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."}}