{"id":"W4410879000","doi":"10.1186/s12978-025-01984-5","title":"Using radio programming to reach young adolescents with gender and sexual health information in a low-income urban setting in Kenya","year":2025,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Radio program; Active listening; Reproductive health; Context (archaeology); Focus group; Session (web analytics); Adolescent health; Psychology; Medical education; Medicine; Developmental psychology; Environmental health; Population; Nursing; Sociology; Geography; Advertising; Computer science; Telecommunications; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005682765,0.0004420384,0.0009458126,0.00117401,0.00110439,0.00003109668,0.0001872087,0.0001939972,0.000005087132],"category_scores_gemma":[0.0004957471,0.000389022,0.00002780735,0.002137762,0.0001235068,0.000710792,0.0002656045,0.001682487,0.00003168414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00338852,"about_ca_system_score_gemma":0.003497936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006877103,"about_ca_topic_score_gemma":0.001148308,"domain_scores_codex":[0.9927397,0.001722345,0.001799929,0.001488839,0.000483089,0.001766115],"domain_scores_gemma":[0.9974958,0.00006930164,0.0007934424,0.0008648711,0.000314154,0.0004624021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006237717,0.0003832903,0.9201056,0.008388638,0.00001816309,0.000004504901,0.05595367,0.0003790769,0.00003131989,0.0003649226,0.0004634287,0.01328357],"study_design_scores_gemma":[0.002176575,0.0003908754,0.9619014,0.006434664,0.00000587422,0.00002063088,0.02670307,0.0003810792,0.000008342221,0.00007091364,0.001533304,0.000373262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750206,0.001379345,0.005856603,0.007571642,0.0009418096,0.008703347,0.00001918901,0.0001572591,0.0003501546],"genre_scores_gemma":[0.9900432,0.00007367416,0.005385028,0.003394536,0.0004668318,0.0002197759,0.00003281245,0.00004926621,0.000334851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04179576,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06964336363737217,"score_gpt":0.4163854518090284,"score_spread":0.3467420881716562,"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."}}