{"id":"W4408403477","doi":"10.2196/66941","title":"Intervention With WhatsApp Messaging to Compare the Effect of Self-Designed Messages and Standardized Messages in Adherence to Antiretroviral Treatment in Young People Living With HIV in a Hospital in Lima, Peru: Protocol for a Nonblinded Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Text messaging; Intervention (counseling); Human immunodeficiency virus (HIV); Text message; Medicine; Family medicine; Antiretroviral therapy; Gerontology; Psychology; Nursing; Viral load; Internet privacy; Computer 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":[0.01587061,0.004186398,0.0086876,0.00214755,0.002230454,0.002388515,0.002268205,0.005526373,0.03489101],"category_scores_gemma":[0.01647465,0.001957396,0.005242009,0.001867192,0.002125549,0.00216877,0.001796587,0.00499056,0.003889807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180015,"about_ca_system_score_gemma":0.007851768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979862,"about_ca_topic_score_gemma":0.002408783,"domain_scores_codex":[0.9857706,0.008767837,0.001921753,0.001071247,0.00122716,0.001241345],"domain_scores_gemma":[0.9930588,0.002414401,0.001679735,0.0006713168,0.001226102,0.0009496748],"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":[0.8917727,0.03437209,0.0007972438,0.02182251,0.002915421,0.00009481343,0.000497382,0.0009771865,0.001444212,0.001205687,0.003769914,0.04033092],"study_design_scores_gemma":[0.9559068,0.03533068,0.0009987181,0.001219564,0.0008816788,0.00001145073,0.00007674826,0.0006403815,0.0004308385,0.0005147198,0.003951591,0.00003682527],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01144721,0.0004242425,0.001259626,0.0001961029,0.0004071729,0.9842599,0.0008541518,0.0001173194,0.001034295],"genre_scores_gemma":[0.009216434,0.0002073151,0.002176802,0.0001258389,0.00005536023,0.9878258,0.00008281755,0.000005118517,0.0003044955],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03489101,"threshold_uncertainty_score":0.116722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653131736692946,"score_gpt":0.5343922283834619,"score_spread":0.4778609110165324,"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."}}