{"id":"W4411473238","doi":"10.2196/60819","title":"Mobile Health Intervention Tools Promoting HIV Pre-Exposure Prophylaxis Among Adolescent Girls and Young Women in Sub-Saharan Africa: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Telehealth; Family medicine; Intervention (counseling); Adolescent health; Human immunodeficiency virus (HIV); Young adult; Telemedicine; Health care; Gerontology; Nursing","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009774064,0.001408203,0.005114602,0.01209802,0.001063141,0.003877166,0.002226723,0.002784331,0.007936905],"category_scores_gemma":[0.04079676,0.001028721,0.004719726,0.01131151,0.0009415397,0.003072456,0.00225232,0.001480395,0.0006632206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957121,"about_ca_system_score_gemma":0.0152163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006867091,"about_ca_topic_score_gemma":0.01320024,"domain_scores_codex":[0.9951842,0.001851031,0.001643913,0.0002482953,0.0008582055,0.0002143409],"domain_scores_gemma":[0.975782,0.01893861,0.003180227,0.0002296196,0.001650404,0.0002190481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001471989,0.0000521367,0.0004177907,0.8501151,0.001526821,0.00009871216,0.0005239982,0.0001081828,0.000126315,0.0004095813,0.002269898,0.1442042],"study_design_scores_gemma":[0.00007872588,0.0001390525,0.00141364,0.9710659,0.005937795,0.0001154447,0.0004012591,0.00004526305,0.0001006564,0.0001560184,0.02053166,0.00001458773],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008497972,0.9966915,0.0001423998,0.0003703754,0.0001665172,0.0007534669,0.0002324592,0.00001012726,0.0007833396],"genre_scores_gemma":[0.004270832,0.9938638,0.0005257212,0.0002478947,0.00006382425,0.0007941883,0.0001118776,0.000003332407,0.0001186589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9948854,"threshold_uncertainty_score":0.05169076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053758749300622,"score_gpt":0.4345031747135949,"score_spread":0.3839655872205887,"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."}}