{"id":"W4389031329","doi":"10.1093/ofid/ofad500.2086","title":"2468. The Genomic Epidemiology of Carbapenemase-Producing Enterobacterales (CPE) in Ontario, Canada, 2016","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; McMaster University; Humber River Regional Hospital; Grand River Hospital; Trillium Health Centre; William Osler Health System; Mount Sinai Hospital; Public Health Ontario; Hamilton Health Sciences; University of Toronto","funders":"","keywords":"Klebsiella pneumoniae; Multilocus sequence typing; Medicine; Epidemiology; Incidence (geometry); Transmission (telecommunications); Molecular epidemiology; Population; Cluster (spacecraft); Veterinary medicine; Escherichia coli; Genotype; Biology; Environmental health; Internal medicine; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003828621,0.00044778,0.0003330504,0.002189102,0.002544139,0.001339407,0.0008510035,0.0003147928,0.003336802],"category_scores_gemma":[0.001180016,0.0003619292,0.0004509819,0.004695795,0.0008000116,0.0003174561,0.0008295018,0.0003423618,0.0004797049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02885787,"about_ca_system_score_gemma":0.04181215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951196,"about_ca_topic_score_gemma":0.9971288,"domain_scores_codex":[0.9992663,0.00002776964,0.00004833329,0.0001654988,0.0002802923,0.0002117121],"domain_scores_gemma":[0.997743,0.00004785405,0.0004464227,0.00004899402,0.001294716,0.0004191642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009546828,0.00001842773,0.9809588,0.0001684959,0.00005330953,0.0001947664,0.001038186,0.000233407,0.001288483,0.0001387636,0.004408283,0.01140368],"study_design_scores_gemma":[0.000005893947,0.00002124632,0.9931518,0.0000817652,0.00002467387,0.0001345211,0.001088981,0.0002399093,0.0001333387,0.00002489995,0.005083738,0.000009237704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245769,0.004698947,0.0008917557,0.00115371,0.00006961841,0.0002573715,0.0562303,0.0000951992,0.01202613],"genre_scores_gemma":[0.977029,0.002482556,0.00134986,0.0004295292,0.00002324607,0.00006061033,0.0139881,0.000034423,0.004602613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885787,"threshold_uncertainty_score":0.2093795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558343210645952,"score_gpt":0.2602680951198841,"score_spread":0.2446846630134246,"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."}}