{"id":"W4402030870","doi":"10.1139/cjm-2024-0032","title":"Antimicrobial resistance in <i>Klebsiella pneumoniae</i>: an overview of common mechanisms and a current Canadian perspective","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Klebsiella pneumoniae; Microbiology; Enterococcus faecium; Acinetobacter baumannii; Antibiotic resistance; Biology; Pseudomonas aeruginosa; Antimicrobial; Staphylococcus aureus; Acinetobacter; Pandemic; Escherichia coli; Bacteria; Antibiotics; Medicine; Infectious disease (medical specialty); Disease; Gene; Genetics; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007864832,0.0007526662,0.001295044,0.003218553,0.0004750612,0.001420435,0.0009605977,0.001325026,0.003759233],"category_scores_gemma":[0.00110082,0.0002812988,0.000611019,0.003623515,0.0007622169,0.001454911,0.0008007059,0.001842145,0.001375025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003343482,"about_ca_system_score_gemma":0.006688323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03774399,"about_ca_topic_score_gemma":0.06732974,"domain_scores_codex":[0.9996774,0.00003444399,0.00004110303,0.000046055,0.0001482442,0.0000526926],"domain_scores_gemma":[0.9992091,0.0002064252,0.00007099494,0.00001536721,0.000401517,0.00009655485],"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":[0.00009562996,0.00004505361,0.0003394242,0.02164596,0.00008414946,0.000204141,0.0001192656,0.0002543516,0.001285733,0.005323761,0.07340477,0.8971978],"study_design_scores_gemma":[0.000007504485,0.00004991383,0.0008354185,0.003952637,0.00006961126,0.0005058721,0.00006816715,0.00005175374,0.0001564708,0.0007443557,0.9935408,0.00001745115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004772244,0.9984285,0.00004537083,0.0005434701,0.0002148029,0.000002318917,0.00001723795,0.000004878959,0.0006958052],"genre_scores_gemma":[0.0002619724,0.9989737,0.00007732584,0.00021613,0.0001052631,0.000001917796,0.00001941673,8.554041e-7,0.0003434333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.962256,"threshold_uncertainty_score":0.07504857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236404162632687,"score_gpt":0.3171243128229277,"score_spread":0.2847602711966008,"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."}}