{"id":"W3158283085","doi":"10.1128/aac.02000-20","title":"Epidemiology of Carbapenem Resistance Determinants Identified in Meropenem-Nonsusceptible <i>Enterobacterales</i> Collected as Part of a Global Surveillance Program, 2012 to 2017","year":2021,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"AstraZeneca; Biomedical Advanced Research and Development Authority; Pfizer","keywords":"Meropenem; Klebsiella pneumoniae; Microbiology; Biology; Molecular epidemiology; Carbapenem; Multilocus sequence typing; Plasmid; Antibiotic resistance; Genotype; Veterinary medicine; Escherichia coli; Antibiotics; Medicine; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003279962,0.0002740504,0.0001655056,0.001611141,0.0001598555,0.0006824905,0.0002267913,0.0002445462,0.001163212],"category_scores_gemma":[0.0007998629,0.0001878379,0.00025814,0.001305881,0.0002617966,0.0004416276,0.0004251447,0.0002717939,0.0001753997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000471751,"about_ca_system_score_gemma":0.000570429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303243,"about_ca_topic_score_gemma":0.01846834,"domain_scores_codex":[0.9995304,0.00005957799,0.00007075925,0.0001510785,0.00009336463,0.00009472617],"domain_scores_gemma":[0.9987437,0.00007548609,0.0007221466,0.00004226052,0.0002403376,0.000176044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000424815,0.00001112224,0.994716,0.00003678371,0.00002413649,0.00006684438,0.00008141296,0.00003532368,0.001541369,0.00002346507,0.0003165318,0.003104563],"study_design_scores_gemma":[0.000001931584,0.00004388454,0.9979789,0.00003556146,0.000009877577,0.0004233676,0.0003125503,0.00006952829,0.0004896237,0.000008498146,0.0006233338,0.000003052038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953761,0.0005696924,0.0001740877,0.0000714995,0.000008499707,0.00001692398,0.00284258,0.00002015638,0.0009204595],"genre_scores_gemma":[0.9956372,0.0007228056,0.0002795984,0.00009336542,0.00001173159,0.00001397673,0.00283755,0.00000598255,0.0003976764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303243,"threshold_uncertainty_score":0.02591318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737784811390168,"score_gpt":0.3086684832692166,"score_spread":0.2912906351553149,"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."}}