{"id":"W4403870960","doi":"10.1128/spectrum.01884-24","title":"Accuracy of point-of-care SARS-CoV-2 detection using buccal swabs in pediatric emergency departments","year":2024,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University; University of Alberta; Women and Children’s Health Research Institute; Janeway Children's Health and Rehabilitation Centre; London Health Sciences Centre; McGill University; McMaster Children's Hospital; McGill University Health Centre; University of Ottawa; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; Saskatchewan Hospital; Université Laval; BC Children's Hospital; Hospital for Sick Children; Western University; Montreal Children's Hospital; University of Toronto; SickKids Foundation; University of British Columbia; Queen Elizabeth II Health Sciences Centre; University of Saskatchewan; Université de Montréal; Children's Hospital of Eastern Ontario; University of Calgary","funders":"Health Canada; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Medicine; Buccal swab; Confidence interval; Point-of-care testing; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Prospective cohort study; Emergency department; Coronavirus disease 2019 (COVID-19); Internal medicine; Emergency medicine; Pathology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001680605,0.0001940227,0.0003881982,0.0006095418,0.00004289196,0.000005524182,0.00008592449,0.0002123918,0.00004789308],"category_scores_gemma":[0.0001806464,0.0001837772,0.0001694382,0.0008058732,0.00006278978,0.00008115786,0.00006135153,0.0003239325,0.00004304715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665885,"about_ca_system_score_gemma":0.0001134172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002275158,"about_ca_topic_score_gemma":0.0004843292,"domain_scores_codex":[0.9985575,0.00007655843,0.0006043845,0.0003743402,0.00005996421,0.0003272211],"domain_scores_gemma":[0.9994516,0.00008649275,0.000167446,0.0002142696,0.0000597414,0.00002044265],"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":[0.0001040079,0.00006997521,0.03711176,0.0003451538,0.00004663622,0.00004520225,0.0002325934,0.000002264567,0.9609337,0.00001451422,0.00003835437,0.001055849],"study_design_scores_gemma":[0.00065257,0.0003956853,0.004835342,0.00006773267,0.0001324328,0.0004658123,0.00009166833,0.0004315956,0.992043,0.0001051243,0.0006339303,0.0001450889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993898,0.003420734,0.0004521098,0.00006901592,0.001317108,0.0003310027,0.00001829683,0.000102827,0.0003908682],"genre_scores_gemma":[0.999181,0.00008418477,0.000369195,0.00008298867,0.0002179724,0.000006912572,0.00001640417,0.00003084147,0.0000105494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03227642,"threshold_uncertainty_score":0.7494217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064049339245667,"score_gpt":0.3238545104962604,"score_spread":0.2932140171038037,"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."}}