{"id":"W4206977430","doi":"10.1101/2022.01.18.22269426","title":"Investigating sensitivity of nasal or throat (ISNOT): A combination of both swabs increases sensitivity of SARS-CoV-2 rapid antigen tests","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Government of Canada","keywords":"Throat; Medicine; Sore throat; Nose; Asymptomatic; Virology; Internal medicine; Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002520147,0.0007852374,0.0005774293,0.0006815685,0.0002489561,0.0009809677,0.0003397977,0.0008277561,0.001525784],"category_scores_gemma":[0.003784226,0.0003884364,0.0007151695,0.0004753785,0.0004034615,0.0007450528,0.0005908402,0.0005907732,0.0005007841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584526,"about_ca_system_score_gemma":0.0002156766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177798,"about_ca_topic_score_gemma":0.001834596,"domain_scores_codex":[0.9960373,0.001264157,0.0003713769,0.0007455155,0.001299401,0.000282174],"domain_scores_gemma":[0.9977397,0.000836102,0.0005014226,0.0001600846,0.000613651,0.000149059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002487263,0.0007875693,0.6865888,0.0004958278,0.0003961118,0.0005874874,0.0006681898,0.0004508286,0.2805662,0.00006148298,0.0004190663,0.02649121],"study_design_scores_gemma":[0.00003723251,0.007990814,0.7527304,0.0001448885,0.0005204122,0.004032446,0.001424593,0.004077727,0.2265151,0.00009623693,0.002376651,0.00005357878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950412,0.0008150621,0.001681064,0.00007362156,0.00008060701,0.0001047267,0.0003005715,0.00003077741,0.001872425],"genre_scores_gemma":[0.9955186,0.0001792331,0.003377518,0.0001340765,0.00001994758,0.00003545584,0.0002301524,0.00001025496,0.0004947056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520147,"threshold_uncertainty_score":0.01332796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08393257226265677,"score_gpt":0.3368539856752241,"score_spread":0.2529214134125674,"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."}}