{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002449444,0.0003119332,0.0003394773,0.0005125197,0.0002639206,0.0009457146,0.0005856304,0.0004509597,0.001074069],"category_scores_gemma":[0.01186982,0.0003160115,0.0002194787,0.0004258133,0.0003768688,0.0003643684,0.0004110332,0.0003620053,0.0003289425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005851628,"about_ca_system_score_gemma":0.0004687311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747622,"about_ca_topic_score_gemma":0.02379405,"domain_scores_codex":[0.9974549,0.0008661653,0.0002416232,0.0005130774,0.0007078389,0.000216332],"domain_scores_gemma":[0.9961408,0.001325839,0.001168564,0.0002927214,0.0008968639,0.0001751627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001061757,0.00001343176,0.9973802,0.0000143029,0.00001557472,0.00003622341,0.00009669861,0.00005430154,0.0003837659,0.000006958861,0.000070417,0.001821994],"study_design_scores_gemma":[0.000007264146,0.0002023392,0.9970498,0.00002591054,0.00001869121,0.0003449132,0.0002442319,0.0008522981,0.001000524,0.0000089672,0.0002397388,0.000005321349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986691,0.0003472071,0.0002061795,0.00002940152,0.000008523445,0.00001335833,0.0002846607,0.000009234482,0.0004323313],"genre_scores_gemma":[0.9993092,0.00008557208,0.0003167679,0.00002492271,0.000003636038,0.000006105598,0.0001580035,0.000001698192,0.00009412014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747622,"threshold_uncertainty_score":0.03474903,"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."}}