{"id":"W4322711441","doi":"10.2196/43183","title":"Rapid SARS-CoV-2 Antigen Detection Self-Tests to Increase COVID-19 Case Detection in Peru: Qualitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Public health; Qualitative research; Population; Pandemic; Medicine; Health care; Environmental health; Family medicine; Psychology; Nursing; Coronavirus disease 2019 (COVID-19); Business; Economic growth; Sociology; Marketing; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007404718,0.0003087605,0.0004765109,0.003228936,0.0008137467,0.0001161881,0.0001699877,0.0001808372,0.0000213193],"category_scores_gemma":[0.004916202,0.0002906737,0.0001213434,0.006539111,0.0001288889,0.0005176233,0.0002695905,0.001186701,0.001003042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465632,"about_ca_system_score_gemma":0.0003792425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924374,"about_ca_topic_score_gemma":0.0094033,"domain_scores_codex":[0.9940256,0.00247958,0.0006998252,0.0006431131,0.001211668,0.0009402295],"domain_scores_gemma":[0.9965802,0.00179043,0.0001366152,0.0004826001,0.0007012153,0.0003088684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001733415,0.001407442,0.002603001,0.0004467905,0.0001669466,0.004373016,0.4780926,0.000005275206,0.47251,0.00001072639,0.000756382,0.03789443],"study_design_scores_gemma":[0.00705088,0.007519941,0.02068375,0.0001571795,0.0000313545,0.002429185,0.3264605,0.008027596,0.6221673,0.0002513017,0.004665695,0.0005553135],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935913,0.00002987827,0.0003972981,0.0003183027,0.0001790797,0.003837793,0.00001813691,0.0007201018,0.0009081199],"genre_scores_gemma":[0.9979177,0.000007948286,0.00007410163,0.0004322098,0.000132861,0.001320632,0.000009584645,0.00005808039,0.00004690854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516321,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2050509251993571,"score_gpt":0.5218214914548542,"score_spread":0.3167705662554971,"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."}}