{"id":"W4414491563","doi":"10.2196/73895","title":"Cultural Adaptation of Together+, a Status-Neutral mHealth Intervention to Improve HIV Prevention and Care for Adolescent and Young Men Who Have Sex With Men in Vietnam: Protocol for a Co-Design Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Protocol (science); Intervention (counseling); Men who have sex with men; Human immunodeficiency virus (HIV); Population; Adaptation (eye); Health care; Sexual behavior","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":[0.02882673,0.002998346,0.003510599,0.001710816,0.003984084,0.002433367,0.003318243,0.004079219,0.04263373],"category_scores_gemma":[0.0268677,0.002165468,0.003782907,0.00122052,0.002370072,0.002479586,0.003019145,0.004767664,0.006537772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00380881,"about_ca_system_score_gemma":0.02187907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249211,"about_ca_topic_score_gemma":0.006242611,"domain_scores_codex":[0.9872649,0.007132627,0.001727112,0.001167625,0.001313278,0.00139446],"domain_scores_gemma":[0.9870221,0.003433745,0.00147365,0.001793189,0.004474053,0.001803263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.20304,0.1238143,0.007830403,0.1088472,0.002010099,0.002880634,0.02210793,0.005776116,0.0137926,0.01398106,0.06924713,0.4266723],"study_design_scores_gemma":[0.3812553,0.1466169,0.03244722,0.03227661,0.002492801,0.0006657282,0.01156499,0.003169609,0.009903863,0.01188259,0.3669476,0.000776848],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002999659,0.00008457663,0.001108487,0.00009501816,0.00009050448,0.9945312,0.0004186232,0.00002849001,0.0006434793],"genre_scores_gemma":[0.001215412,0.00006014282,0.00215205,0.00006170956,0.000008299435,0.9962445,0.00004982132,0.000002084885,0.0002060262],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04263373,"threshold_uncertainty_score":0.1524521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587749956322854,"score_gpt":0.5537662592563164,"score_spread":0.394991263624031,"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."}}