{"id":"W4404711552","doi":"10.4269/ajtmh.23-0758","title":"Optimizing the Use of SARS-CoV-2 Antigen Rapid Diagnostic Tests for the Timely Detection of and Response to COVID-19 in Schools and Markets in Uganda","year":2024,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; International Development Research Centre","keywords":"Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Coronavirus; Internal medicine; Diagnostic test; Antigen; Immunology; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005344525,0.000704509,0.0004664982,0.0009005968,0.0008273259,0.001340768,0.0006661228,0.0006563731,0.0007361601],"category_scores_gemma":[0.01453905,0.0006671157,0.0002845488,0.0006200026,0.0009383189,0.001422913,0.001297323,0.0003402086,0.0001909515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008679095,"about_ca_system_score_gemma":0.001429359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536706,"about_ca_topic_score_gemma":0.00948458,"domain_scores_codex":[0.9945649,0.003485495,0.0004239845,0.0003947119,0.0004929553,0.0006378854],"domain_scores_gemma":[0.9957072,0.00104753,0.001956076,0.0001788489,0.0005766049,0.0005337838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003831197,0.000339625,0.9736835,0.000130999,0.00003421139,0.0005467432,0.002631215,0.0004852004,0.001950594,0.00006609781,0.0001483812,0.01960037],"study_design_scores_gemma":[0.000118587,0.004463488,0.9833753,0.0001677973,0.00007077758,0.0007696298,0.004919727,0.002526358,0.002178057,0.0002379106,0.001134244,0.00003814703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991301,0.0002693704,0.0002336052,0.00005143379,0.000003787692,0.00007159101,0.00002644317,0.000005759386,0.0002079234],"genre_scores_gemma":[0.998804,0.0001348279,0.0008815216,0.000036247,0.000003700803,0.00004637402,0.00001694565,0.000001832264,0.00007451828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005344525,"threshold_uncertainty_score":0.02826488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08669061191015152,"score_gpt":0.3661911551187705,"score_spread":0.279500543208619,"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."}}