{"id":"W4290805816","doi":"10.1128/spectrum.00975-22","title":"Characterization of Extensively Drug-Resistant (XDR) Carbapenemase-Producing <i>Enterobacterales</i> (CPE) in Canada from 2019 to 2020","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Multi drug resistant; Drug resistance; Drug; Gram-negative bacterial infections; Medicine; Public health; Intensive care medicine; Microbiology; Biology; Pharmacology; Antibiotics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001574652,0.0003776979,0.000322214,0.002255554,0.001045728,0.0009241835,0.0004239405,0.0002844257,0.001448227],"category_scores_gemma":[0.0003635029,0.0002051152,0.0003293514,0.003711011,0.000338099,0.0001735736,0.0003158383,0.0004253125,0.0003724672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004807589,"about_ca_system_score_gemma":0.007786321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8954458,"about_ca_topic_score_gemma":0.9306245,"domain_scores_codex":[0.9996035,0.000008013961,0.00002751463,0.00007933481,0.0001503635,0.0001313246],"domain_scores_gemma":[0.9992502,0.00001884776,0.00008936742,0.0000118641,0.0004865683,0.0001430823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000871169,0.0002678176,0.64777,0.0005754462,0.0001603017,0.00232437,0.001392526,0.0008587644,0.2846041,0.0006686884,0.007419557,0.0530873],"study_design_scores_gemma":[0.000007454416,0.00008584126,0.9758282,0.00004798934,0.00004756541,0.0006928347,0.001398378,0.0002867896,0.008789311,0.00002692225,0.0127706,0.00001814171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549434,0.003080992,0.0006872326,0.0004047652,0.00003717051,0.0001223412,0.03473763,0.00005748232,0.005929083],"genre_scores_gemma":[0.9551012,0.00380119,0.001933911,0.0003984418,0.00001682086,0.00003798419,0.02848382,0.0000361253,0.01019056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1045542,"threshold_uncertainty_score":0.2103398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003109937992144975,"score_gpt":0.1791099891272165,"score_spread":0.1760000511350715,"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."}}