{"id":"W2106157450","doi":"10.1128/aac.01377-06","title":"Molecular Epidemiology of CTX-M-Producing <i>Escherichia coli</i> in the Calgary Health Region: Emergence of CTX-M-15-Producing Isolates","year":2007,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Public Health Agency of Canada; Calgary Laboratory Services","funders":"","keywords":"Molecular epidemiology; Escherichia coli; Tobramycin; Biology; Microbiology; Pulsed-field gel electrophoresis; Gentamicin; Outbreak; Antibiotics; Genotype; Gene; Genetics; Virology","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":[0.0004699351,0.0003634614,0.0003487347,0.001747995,0.0008281486,0.00121886,0.0009109721,0.0005660437,0.0005052345],"category_scores_gemma":[0.001290718,0.0003050326,0.0002469551,0.002654881,0.0008195813,0.0003998964,0.0005556231,0.0004430448,0.00008899568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009283863,"about_ca_system_score_gemma":0.006652976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8396366,"about_ca_topic_score_gemma":0.843134,"domain_scores_codex":[0.9992471,0.00005184677,0.0000550175,0.0001867491,0.000235615,0.0002236889],"domain_scores_gemma":[0.9986553,0.00007276479,0.0004268829,0.00002728487,0.0004662117,0.0003515578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005364805,0.0000261554,0.9933936,0.00004045379,0.00002673998,0.000224854,0.0003624108,0.0001982894,0.003280772,0.00001707651,0.00009160772,0.002284428],"study_design_scores_gemma":[0.00000185479,0.00003949109,0.9991567,0.000006894337,0.000005512751,0.0001014908,0.0003134015,0.00009490836,0.0001446676,0.000001916673,0.0001300635,0.000003158234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990296,0.0002643238,0.00007741635,0.00004588202,0.000001966034,0.00002405292,0.0003266277,0.000004593734,0.000225482],"genre_scores_gemma":[0.9982693,0.0003427398,0.0004200226,0.00008164506,0.000004540188,0.00001138846,0.0006701451,0.000002038781,0.000198124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1603634,"threshold_uncertainty_score":0.3226156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897483245891844,"score_gpt":0.2876122022082875,"score_spread":0.268637369749369,"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."}}