{"id":"W4297038678","doi":"10.1101/2022.09.21.22280208","title":"Less invasive SARS-CoV-2 testing for children: A comparison of saliva and a novel Anterior Nasal Swab","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Murdoch Children's Research Institute; Children’s Hospital of Wisconsin Research Institute","keywords":"Saliva; Medicine; Nose; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Throat; Coronavirus disease 2019 (COVID-19); Confidence interval; 2019-20 coronavirus outbreak; Virology; Internal medicine; Surgery; Infectious disease (medical specialty)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005541601,0.0004193834,0.001177424,0.000356436,0.0001845382,0.00004748895,0.0002518155,0.0002388165,0.00000804356],"category_scores_gemma":[0.002993107,0.0004233876,0.0002341099,0.0003205484,0.0001575963,0.00004342503,0.0007430511,0.0009039445,0.00000161649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000978762,"about_ca_system_score_gemma":0.00031343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005139881,"about_ca_topic_score_gemma":0.000114764,"domain_scores_codex":[0.9975139,0.0000709094,0.0008772953,0.0007749228,0.0003921937,0.0003707389],"domain_scores_gemma":[0.9976053,0.0007495031,0.0007771334,0.0005312841,0.0002755995,0.00006117886],"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":[0.0001558426,0.0002112436,0.359742,0.0008526802,0.0001560103,0.0000113589,0.0005847931,0.0000063295,0.6353711,0.00001232034,0.00005906854,0.002837138],"study_design_scores_gemma":[0.00342211,0.0008555487,0.1408715,0.00191366,0.0003810195,0.0003683158,0.0007052806,0.003891632,0.8468392,0.0000941018,0.000174948,0.0004827201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947244,0.0007629044,0.001581254,0.0001205073,0.0005475561,0.001531475,0.0001437486,0.0002013329,0.0003868111],"genre_scores_gemma":[0.9895581,0.000005781643,0.00913875,0.0006271395,0.0002881071,0.0002206252,0.00004817307,0.00009591055,0.00001741182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2188706,"threshold_uncertainty_score":0.9998218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321632181277304,"score_gpt":0.3631182107181801,"score_spread":0.2309549925904497,"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."}}