{"id":"W3182518092","doi":"10.1007/s10096-021-04309-z","title":"Population-based surveillance of Enterobacter cloacae complex causing blood stream infections in a centralized Canadian region","year":2021,"lang":"en","type":"article","venue":"European Journal of Clinical Microbiology & Infectious Diseases","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; Calgary Laboratory Services; University of Guelph; University of Calgary; University of Alberta","funders":"Alberta Precision Laboratories","keywords":"Enterobacter cloacae; Enterobacter; Population; Medical microbiology; Biology; Incidence (geometry); Medicine; Microbiology; Enterobacteriaceae; Environmental health; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000994476,0.0005634221,0.0005437686,0.00205421,0.003074688,0.001629075,0.002160039,0.0008319514,0.001157737],"category_scores_gemma":[0.002203642,0.0005650556,0.0006139998,0.004048514,0.001608653,0.0004625646,0.001313364,0.0008375231,0.000188883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03482175,"about_ca_system_score_gemma":0.04136949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9939236,"about_ca_topic_score_gemma":0.9958916,"domain_scores_codex":[0.998044,0.000179621,0.0001095735,0.0003626235,0.0006393328,0.0006647958],"domain_scores_gemma":[0.9975528,0.000107751,0.0003076229,0.00006951763,0.001360463,0.0006018844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006777607,0.00006721991,0.9944546,0.00003102349,0.00005806368,0.0001571129,0.001436762,0.000266434,0.0006876957,0.00008730983,0.0005470864,0.002138933],"study_design_scores_gemma":[0.000007454478,0.00005896014,0.9963374,0.0000147242,0.00002186803,0.0001264482,0.002639734,0.0002957807,0.00007299898,0.00001175684,0.0003994708,0.00001347003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974667,0.0001614367,0.0001085117,0.0001103808,0.000005022801,0.00005382108,0.001307591,0.00001066807,0.0007759869],"genre_scores_gemma":[0.9986244,0.0001777244,0.0002353164,0.00007498791,0.000003958006,0.00001838113,0.0005305419,0.000003113885,0.0003316146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03482175,"threshold_uncertainty_score":0.2526507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764095283799747,"score_gpt":0.3151827300516669,"score_spread":0.2875417772136694,"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."}}