{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001493701,0.0002215197,0.0003589329,0.00006816756,0.00008265255,0.000009687485,0.000397768,0.00006300738,0.0001979403],"category_scores_gemma":[0.00003000999,0.0002463289,0.00006292647,0.0001874742,0.0000534638,0.000004912289,0.0003755146,0.0001618606,0.000006897364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984123,"about_ca_system_score_gemma":0.0005349191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2795851,"about_ca_topic_score_gemma":0.6336395,"domain_scores_codex":[0.9981545,0.0002030636,0.0004789271,0.000683892,0.00007725877,0.0004024137],"domain_scores_gemma":[0.9991284,0.00001705683,0.0002260093,0.0005215409,0.00004247728,0.00006451753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003798313,0.00003930751,0.06238984,0.000009771801,0.00004025549,0.00002776831,0.00008691561,0.00005587459,0.9325486,0.00000645576,0.00438121,0.00003421122],"study_design_scores_gemma":[0.0004615006,0.0001369155,0.2777284,0.00002648016,0.00001320698,0.00002208877,0.0001630812,0.000002906721,0.7008359,0.00001021448,0.02031632,0.0002830008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958004,0.0002110473,0.00004704704,0.00114681,0.000744388,0.0003359967,0.001675396,0.000007081721,0.0000318708],"genre_scores_gemma":[0.9950684,0.00004692086,0.0001727603,0.001272061,0.0001291371,0.00001397747,0.00275273,0.00003236857,0.0005116112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3540544,"threshold_uncertainty_score":0.9999989,"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."}}