{"id":"W3153884725","doi":"10.3855/jidc.13573","title":"An unequivocal superbug: PDR Klebsiella pneumoniae with an arsenal of resistance and virulence factor genes","year":2021,"lang":"en","type":"review","venue":"The Journal of Infection in Developing Countries","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Klebsiella pneumoniae; Meropenem; Microbiology; Virulence; Cefepime; Biology; Antibiotic resistance; Drug resistance; Virulence factor; Carbapenem; Virology; Gene; Antibiotics; Imipenem; 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":[],"consensus_categories":[],"category_scores_codex":[0.000668639,0.0002853305,0.0008251644,0.0001280467,0.00009544088,0.0000708289,0.0002531528,0.0002471845,0.000007452191],"category_scores_gemma":[0.00009226898,0.0001841399,0.0000892196,0.0002256454,0.0003806573,0.00003713881,0.0000558938,0.000257298,3.231756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007116551,"about_ca_system_score_gemma":0.001024136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002423305,"about_ca_topic_score_gemma":0.000632503,"domain_scores_codex":[0.9981126,0.0004367662,0.0007853372,0.0002255085,0.0002479756,0.0001917696],"domain_scores_gemma":[0.9982278,0.00009454325,0.0008737443,0.0003272608,0.0004201794,0.00005651022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005029647,0.001106996,0.706703,0.08496895,0.005983739,0.0006288972,0.004755049,0.0007418339,0.0136579,0.00381065,0.001114459,0.1714989],"study_design_scores_gemma":[0.0006798258,0.001223779,0.04483101,0.03272025,0.0005242994,0.001544302,0.0002230253,0.000004697048,0.005534383,0.00005242753,0.9116318,0.001030217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4697624,0.528694,0.001231309,0.00001833817,0.0001556095,0.0001120292,0.00001332112,0.000002754344,0.00001018023],"genre_scores_gemma":[0.01817576,0.9807069,0.0008216748,0.00002313747,0.0001835459,0.00000208287,0.00001650386,0.00003137794,0.00003901969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9105173,"threshold_uncertainty_score":0.7509009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275579823281313,"score_gpt":0.3140302880609873,"score_spread":0.2912744898281741,"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."}}