{"id":"W2036058386","doi":"10.1186/s12879-014-0647-4","title":"Clinical and microbiological characteristics of bloodstream infections due to AmpC β-lactamase producing Enterobacteriaceae: an active surveillance cohort in a large centralized Canadian region","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; Foothills Medical Centre; South Health Campus; University of Calgary","funders":"","keywords":"Medicine; Cohort; Internal medicine; Cephalosporin; Antibiotics; Empiric therapy; Enterobacter; Medical microbiology; Enterobacteriaceae; Antimicrobial; Intensive care medicine; Pediatrics; Microbiology; Immunology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002981919,0.0002135001,0.0004215436,0.0001032514,0.00009105762,0.00003895616,0.0001137631,0.0001909768,0.00001466156],"category_scores_gemma":[0.001108641,0.0002079216,0.00009070167,0.0001297364,0.0001601717,0.00001331959,0.0000767111,0.0001029307,0.000002584324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004474397,"about_ca_system_score_gemma":0.0001923156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317577,"about_ca_topic_score_gemma":0.07124402,"domain_scores_codex":[0.9980432,0.0004804594,0.0004409362,0.0005914867,0.00005686277,0.0003870232],"domain_scores_gemma":[0.9988617,0.00006042541,0.0001730954,0.0004289147,0.0001172045,0.0003586031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002268913,0.0004807652,0.9923623,0.00004583483,0.00004074325,0.000006491899,0.00002591403,0.000002635635,0.006141289,0.00002804259,0.00005859782,0.0005804816],"study_design_scores_gemma":[0.0009816249,0.0005044676,0.9964849,0.00004979046,0.00003185762,0.0000369553,0.00001998674,0.00001215425,0.0007639913,0.00001355381,0.0008716081,0.0002290822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981934,0.00002450988,0.0005337484,0.00001868907,0.0002743635,0.0005281967,0.0003362547,0.00002399317,0.00006678828],"genre_scores_gemma":[0.9988922,0.0001028095,0.0001218911,0.000131152,0.0002194384,0.00002419581,0.000466436,0.00002305607,0.00001876642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06892644,"threshold_uncertainty_score":0.9457033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008266899988971354,"score_gpt":0.2628413929209337,"score_spread":0.2545744929319623,"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."}}