{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003892159,0.0004103567,0.0001854687,0.001364696,0.001269375,0.0008232763,0.0005037152,0.0003680261,0.001026344],"category_scores_gemma":[0.001041032,0.0002714474,0.0002065331,0.001106106,0.0006726762,0.0001328581,0.0004293347,0.0004323066,0.000181402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329962,"about_ca_system_score_gemma":0.004405984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6700108,"about_ca_topic_score_gemma":0.7154977,"domain_scores_codex":[0.9993869,0.0000370401,0.00005888172,0.00008865228,0.0002491653,0.0001794299],"domain_scores_gemma":[0.9988397,0.00006365671,0.0003039418,0.00002887498,0.0004712255,0.0002925959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796471,0.00005024608,0.9811285,0.000055151,0.00002939118,0.004466844,0.001203487,0.0000490187,0.006889181,0.00005863123,0.0011692,0.004720713],"study_design_scores_gemma":[0.000009488541,0.00009372349,0.9885139,0.00004027992,0.00002768768,0.003330413,0.002118752,0.0001428264,0.003743654,0.00001057777,0.001957309,0.00001141725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994989,0.0005440511,0.0001771178,0.0001923448,0.00002046361,0.00009507596,0.001086721,0.00002004939,0.002875183],"genre_scores_gemma":[0.9975824,0.0004467601,0.0002743426,0.0001998753,0.00001191085,0.00001342749,0.000948601,0.00000407622,0.0005185217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299892,"threshold_uncertainty_score":0.6638651,"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."}}