{"id":"W4312844084","doi":"10.2196/38528","title":"Using a Designathon to Develop an HIV Self-Testing Intervention to Improve Linkage to Care Among Youths in Nigeria: Qualitative Approach Based on a Participatory Research Action Framework","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases","keywords":"Psychological intervention; Participatory action research; Medical education; Psychology; Citizen journalism; General partnership; Medicine; Nursing; Sociology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02184313,0.0007530758,0.0005645227,0.00126713,0.005664797,0.00248366,0.001462261,0.001264273,0.003199688],"category_scores_gemma":[0.01202962,0.0005410801,0.0006356176,0.0008191922,0.003746065,0.001964688,0.005524518,0.001449233,0.0002844743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891346,"about_ca_system_score_gemma":0.00681847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580138,"about_ca_topic_score_gemma":0.004617061,"domain_scores_codex":[0.9849203,0.01301345,0.000282918,0.0005583151,0.0004459175,0.0007790902],"domain_scores_gemma":[0.9890712,0.008433982,0.0005108643,0.0004753864,0.0006016095,0.000906949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004863844,0.001303166,0.006739689,0.002172263,0.00003214554,0.001840761,0.8704059,0.001081894,0.005516056,0.008633856,0.003883209,0.09790463],"study_design_scores_gemma":[0.0003755106,0.003114099,0.00760247,0.00220797,0.00009470824,0.001020108,0.8496648,0.002830097,0.007139984,0.01079476,0.1150462,0.0001093796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965707,0.001205847,0.0593879,0.004555305,0.0003799066,0.02135581,0.000521509,0.0001850306,0.015838],"genre_scores_gemma":[0.8427202,0.001145109,0.1232677,0.001457495,0.00006046589,0.01969465,0.0002179584,0.00007961034,0.01135681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184313,"threshold_uncertainty_score":0.1155189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6595239097183658,"score_gpt":0.641396829374015,"score_spread":0.01812708034435084,"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."}}