{"id":"W3093209971","doi":"10.3390/antibiotics9100693","title":"Molecular Epidemiology of Carbapenemases in Enterobacteriales from Humans, Animals, Food and the Environment","year":2020,"lang":"en","type":"review","venue":"Antibiotics","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Enterobacteriaceae; Biology; Plasmid; Mobile genetic elements; Microbiology; Carbapenem-resistant enterobacteriaceae; Gene; Genetics; Escherichia coli","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003581338,0.0004384299,0.001891923,0.00004571947,0.00003175724,0.00001180616,0.0004476818,0.0004682716,0.00001205425],"category_scores_gemma":[0.0003275797,0.0003121659,0.0003416274,0.00006335574,0.0006696677,0.000002167741,0.0004224907,0.0002082399,0.000006024559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002111985,"about_ca_system_score_gemma":0.00008570563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004457099,"about_ca_topic_score_gemma":0.00004232207,"domain_scores_codex":[0.9971789,0.0007874122,0.0009868883,0.0006631166,0.00009787219,0.0002858415],"domain_scores_gemma":[0.9983838,0.0002472375,0.0006333994,0.0006556211,0.0000148004,0.00006510453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002797292,0.001685209,0.2148167,0.0680797,0.01605797,0.0006238801,0.0009602389,0.00006273205,0.0744821,0.04181075,0.001600882,0.5770225],"study_design_scores_gemma":[0.00176946,0.0007182605,0.004282812,0.005078923,0.001357946,0.00002161895,0.00008210489,0.000007699539,0.003823783,0.0004735659,0.9814397,0.0009441372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08189051,0.916897,0.000128176,0.00005217726,0.0001256171,0.0005546001,0.0003100523,0.000004571165,0.00003729531],"genre_scores_gemma":[0.09349347,0.9050251,0.0007929159,0.00007231947,0.0001276486,0.000001512473,0.0004256715,0.00005336381,0.00000805518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798388,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234304325596422,"score_gpt":0.2899087415330195,"score_spread":0.2575656982770553,"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."}}