{"id":"W4296526816","doi":"10.3390/biomedicines10092327","title":"Clinical Performance of Self-Collected Nasal Swabs and Antigen Rapid Tests for SARS-CoV-2 Detection in Resource-Poor Settings","year":2022,"lang":"en","type":"article","venue":"Biomedicines","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization; Global Affairs Canada; Bill and Melinda Gates Foundation","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225107,0.0001752245,0.0004857745,0.0005821546,0.000207758,0.000007707111,0.00008869851,0.0001084801,0.00000851116],"category_scores_gemma":[0.0009058188,0.0001577774,0.00008631941,0.001134966,0.0001514493,0.00005378805,0.00007832225,0.0002940033,0.00000153647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007793849,"about_ca_system_score_gemma":0.0001096767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004912586,"about_ca_topic_score_gemma":0.0000247973,"domain_scores_codex":[0.9981911,0.0001055994,0.0007280925,0.0003840328,0.0003068612,0.0002842758],"domain_scores_gemma":[0.9988835,0.0004671559,0.0002711284,0.0001973372,0.0001330458,0.00004781941],"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":[0.001031137,0.0002474095,0.07760479,0.0003329978,0.00006570654,0.00001637519,0.0004032489,3.473138e-7,0.8659686,9.658614e-7,0.003161283,0.05116708],"study_design_scores_gemma":[0.00858153,0.005640751,0.182424,0.0002601668,0.0001241635,0.0004441869,0.0006061676,0.01429956,0.6149706,0.00001213906,0.1723698,0.0002668388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972879,0.0004494313,0.00003302275,0.0006137569,0.0004185521,0.0007867653,0.00001007623,0.0001741438,0.0002263082],"genre_scores_gemma":[0.9956352,0.00003540352,0.001225378,0.002560891,0.000350958,0.0001012147,0.00001376399,0.00003422535,0.0000429803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.250998,"threshold_uncertainty_score":0.6433977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618263743237754,"score_gpt":0.3357803381219412,"score_spread":0.2895977006895637,"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."}}