{"id":"W2152063185","doi":"10.1128/jcm.06025-11","title":"Molecular Epidemiology over an 11-Year Period (2000 to 2010) of Extended-Spectrum β-Lactamase-Producing Escherichia coli Causing Bacteremia in a Centralized Canadian Region","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Escherichia coli; Bacteremia; Microbiology; Molecular epidemiology; Enterobacteriaceae; Epidemiology; Enterobacteriaceae Infections; Biology; Medicine; Genetics; Antibiotics; Genotype; Gene; Internal medicine","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":[0.0004865468,0.0006218976,0.0004328251,0.00240645,0.002422767,0.001270722,0.00137341,0.0006443718,0.0008579877],"category_scores_gemma":[0.001318804,0.000506437,0.0005263819,0.004093812,0.001078393,0.0004269315,0.0009096413,0.0006450674,0.0001368324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0251629,"about_ca_system_score_gemma":0.0285494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874437,"about_ca_topic_score_gemma":0.991297,"domain_scores_codex":[0.9989961,0.00004396817,0.00004464651,0.0001719781,0.0003791419,0.0003641818],"domain_scores_gemma":[0.9980708,0.00006852963,0.0004176517,0.00004268713,0.0008310139,0.0005693262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006429633,0.00003878073,0.9953305,0.00002825855,0.00004145879,0.000219263,0.0004686363,0.0001674062,0.0009460787,0.00003364538,0.0003147697,0.002346901],"study_design_scores_gemma":[0.000003380492,0.0000404577,0.9985429,0.000009536046,0.00001217948,0.0001558816,0.0007406106,0.0001598798,0.00006570335,0.00000517324,0.0002563087,0.000007908428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997912,0.0002293581,0.00009915416,0.00007325973,0.000005222708,0.00004049206,0.001084205,0.000008376563,0.0005478472],"genre_scores_gemma":[0.9981141,0.0003660479,0.0002376622,0.00006055974,0.00000590764,0.00001357161,0.0008937522,0.000002897852,0.0003054176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0251629,"threshold_uncertainty_score":0.1825705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509875220570427,"score_gpt":0.3318383105193189,"score_spread":0.2808507884622762,"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."}}