{"id":"W4206292681","doi":"10.1093/jalm/jfac004","title":"One Swab Fits All: Performance of a Rapid, Antigen-Based SARS-CoV-2 Test Using a Nasal Swab, Nasopharyngeal Swab for Nasal Collection, and RT–PCR Confirmation from Residual Extraction Buffer","year":2022,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Calgary Laboratory Services; University of Calgary; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Throat; Confidence interval; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002423991,0.0002744756,0.0007382994,0.0004622814,0.0005306781,0.00001679922,0.00016462,0.0001177063,0.00008988231],"category_scores_gemma":[0.0005285444,0.0002229616,0.00006906912,0.0008618511,0.0002598649,0.0001690371,0.00004013516,0.0007676407,0.000001317889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249284,"about_ca_system_score_gemma":0.0006480116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235057,"about_ca_topic_score_gemma":0.00001917886,"domain_scores_codex":[0.9972482,0.0001857571,0.001106331,0.0002417068,0.0009263083,0.0002916352],"domain_scores_gemma":[0.9963696,0.001153477,0.001302405,0.0002627559,0.0008198066,0.00009193916],"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":[0.006968718,0.0002675535,0.0009610259,0.0001414247,0.0002208865,0.00001260041,0.001397206,0.0001971039,0.9866391,0.00001157102,0.001857388,0.001325433],"study_design_scores_gemma":[0.01353731,0.003937142,0.006749648,0.0003863702,0.0008138596,0.000273845,0.002029607,0.01662485,0.9497299,0.00005549029,0.005618741,0.0002432915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955516,0.001084877,0.0008054918,0.000931357,0.0005580342,0.0008072393,0.00006284159,0.00004980269,0.0001487043],"genre_scores_gemma":[0.9942968,0.00008523072,0.001582083,0.003079498,0.0008375844,0.00002821585,0.00002726163,0.00005543231,0.000007901825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03690924,"threshold_uncertainty_score":0.909211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05865605845850218,"score_gpt":0.3122469070005191,"score_spread":0.2535908485420169,"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."}}