{"id":"W4408411516","doi":"10.4102/jphia.v16i1.810","title":"Acceptability of the social uses of the COVID-19 screening test among women in southern Benin","year":2025,"lang":"en","type":"article","venue":"Journal of Public Health in Africa","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; International Development Research Centre","keywords":"Test (biology); Coronavirus disease 2019 (COVID-19); Multistage sampling; Intervention (counseling); Environmental health; Inequality; Sample (material); Socioeconomics; Medicine; Psychology; Disease; Nursing; Sociology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01897264,0.0001440647,0.0009198067,0.000209153,0.0002187064,0.00001618371,0.0008528717,0.0001245787,0.000109022],"category_scores_gemma":[0.1093024,0.00007654954,0.000242067,0.001419731,0.0004334974,0.00009441941,0.0004787618,0.0007058653,2.175572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285129,"about_ca_system_score_gemma":0.001702424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008968255,"about_ca_topic_score_gemma":0.001593762,"domain_scores_codex":[0.9946826,0.002185381,0.001952992,0.0001632053,0.000429641,0.0005862291],"domain_scores_gemma":[0.9862382,0.0110179,0.002033644,0.0003181827,0.0002127244,0.0001793775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002302992,0.0003892037,0.9631747,0.0003833401,0.00003707106,7.459408e-7,0.02735715,0.00004816018,0.000007704066,0.001390207,0.003663751,0.003524926],"study_design_scores_gemma":[0.0007432399,0.00008689545,0.9191822,0.00009724424,0.000008544504,0.00000118338,0.01600134,0.00006675626,0.000003639958,0.05615425,0.007585622,0.00006909566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558849,0.0002337573,0.001250211,0.1414643,0.0001171306,0.0004148176,0.00004024162,0.000009920881,0.0005848351],"genre_scores_gemma":[0.9968875,0.00002034821,0.0008182825,0.002105008,0.00004976627,0.00001488666,7.99644e-8,0.000007517623,0.00009660018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1410027,"threshold_uncertainty_score":0.8982003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3918635006186094,"score_gpt":0.4711367637755982,"score_spread":0.07927326315698874,"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."}}