{"id":"W4417240489","doi":"10.15585/mmwr.mm7440a2","title":"Detection of <i>Paraburkholderia</i> in Clinical Specimens Associated with Use of Nonsterile Ultrasound Gel for Percutaneous Procedures — United States, Canada, and Israel, May 2023⎯April 2025","year":2025,"lang":"en","type":"article","venue":"MMWR Morbidity and Mortality Weekly Report","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Society of Clinical Microbiology and Infectious Diseases; Alberta Precision Laboratories; Council of State and Territorial Epidemiologists; Hadassah Medical Organization; Alberta Health Services; Minnesota Department of Health","keywords":"Percutaneous; Outbreak; Infection control; Ultrasound; Medical record","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007309914,0.00021723,0.0007360456,0.0001914995,0.00009493872,0.00002493171,0.00003839933,0.0002060316,0.00001286293],"category_scores_gemma":[0.001178544,0.0001931139,0.00008541152,0.0005029032,0.0002934761,0.00009262255,0.00003650419,0.0002351856,6.634478e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105737,"about_ca_system_score_gemma":0.0009094081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4433552,"about_ca_topic_score_gemma":0.689312,"domain_scores_codex":[0.9979168,0.00008606137,0.001042653,0.000450432,0.0002508192,0.000253292],"domain_scores_gemma":[0.9982679,0.0004117443,0.0004375842,0.0003632461,0.000387922,0.0001315475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000618398,0.0006907563,0.9690206,0.0007184878,0.0005785923,0.0002847583,0.00008354506,0.00008068607,0.02469766,0.00003146505,0.002873651,0.0003214149],"study_design_scores_gemma":[0.001498328,0.0005572058,0.9804997,0.0004446612,0.0006072999,0.0007752055,0.0003658378,0.0002887455,0.007526759,0.00003286138,0.007200969,0.0002023617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977325,0.0001187155,0.0002659475,0.0001957263,0.0003042529,0.0009183989,0.0002612366,0.00003038931,0.0001727973],"genre_scores_gemma":[0.9975079,0.0004443036,0.0001727215,0.0002354575,0.00004316015,0.00004353736,0.0002531013,0.00001924666,0.00128055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459569,"threshold_uncertainty_score":0.7874958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731834316220578,"score_gpt":0.3149693745820165,"score_spread":0.2676510314198107,"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."}}