{"id":"W4391409815","doi":"10.2196/54073","title":"Adapting mHealth Interventions (PrEPmate and DOT Diary) to Support PrEP Retention in Care and Adherence Among English and Spanish-Speaking Men Who Have Sex With Men and Transgender Women in the United States: Formative Work and Pilot Randomized Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Gilead Sciences","keywords":"mHealth; Psychological intervention; Transgender; Men who have sex with men; Psychology; Medical education; Focus group; Usability; Reproductive health; Formative assessment; Health equity; Medicine; Family medicine; Nursing; Public health; Population; Computer science; Human immunodeficiency virus (HIV); Pedagogy; Sociology","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":[0.003255569,0.001055304,0.001312021,0.0005399367,0.0009492054,0.0007864385,0.001065095,0.001824691,0.004625035],"category_scores_gemma":[0.003432922,0.0006467027,0.001885223,0.0002947598,0.000745018,0.0009274106,0.0009849684,0.001612251,0.0004209111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008867393,"about_ca_system_score_gemma":0.002086637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679442,"about_ca_topic_score_gemma":0.004114651,"domain_scores_codex":[0.9984837,0.0007777306,0.0001736615,0.0002071091,0.0001390055,0.0002188095],"domain_scores_gemma":[0.9986919,0.0004432811,0.0002944116,0.0001287475,0.0001415164,0.0003001762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4309728,0.332958,0.01358442,0.005754227,0.002377704,0.000189924,0.002038554,0.001079689,0.004337323,0.0003531269,0.001917944,0.2044364],"study_design_scores_gemma":[0.521746,0.4453672,0.02674855,0.0004154779,0.0009221373,0.00004579465,0.0006657573,0.0007420064,0.001346186,0.000236045,0.001719055,0.00004566243],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646145,0.0007237834,0.0007281544,0.0002373504,0.0002144246,0.03176563,0.0005040451,0.00007120968,0.001140772],"genre_scores_gemma":[0.9128662,0.001268497,0.007861807,0.0009387779,0.0002446402,0.07476808,0.0004582072,0.00001101408,0.001582837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004625035,"threshold_uncertainty_score":0.01721734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07914809811806078,"score_gpt":0.4135022427373329,"score_spread":0.3343541446192722,"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."}}