{"id":"W4416891243","doi":"10.2196/75005","title":"Evidence of Efficacy of the My Personal Health Guide Mobile Phone App on Antiretroviral Therapy Adherence Among Young African American Men Who Have Sex With Men at 1 Month: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Men who have sex with men; African american; Mobile phone; Antiretroviral therapy; Human immunodeficiency virus (HIV); eHealth; Phone","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":[0.003226106,0.001276222,0.003319648,0.0006992342,0.0008024861,0.00153496,0.001243988,0.003305646,0.01288192],"category_scores_gemma":[0.007541436,0.0007031876,0.004099992,0.0006274165,0.001133014,0.001402257,0.0006508084,0.002950836,0.0008044534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000894058,"about_ca_system_score_gemma":0.001423638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455242,"about_ca_topic_score_gemma":0.004205434,"domain_scores_codex":[0.997632,0.001386772,0.0002949007,0.0002898395,0.0002233442,0.0001731012],"domain_scores_gemma":[0.9968351,0.001653884,0.000743849,0.0001369146,0.0002571409,0.0003731449],"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":[0.9332519,0.01338463,0.001255871,0.01131297,0.007314866,0.00006255232,0.0001772165,0.000214182,0.0007060473,0.0001840199,0.001239625,0.03089621],"study_design_scores_gemma":[0.9432448,0.0468586,0.002584501,0.001171305,0.004545661,0.00002520379,0.00007550715,0.0002848322,0.0002092664,0.0001393274,0.0008407717,0.00002025742],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123522,0.04444402,0.001214488,0.00310885,0.003215879,0.0261388,0.002393474,0.0002861299,0.006846126],"genre_scores_gemma":[0.951431,0.01496498,0.003635513,0.002422955,0.001330846,0.02263182,0.000637687,0.00002643739,0.002918727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288192,"threshold_uncertainty_score":0.04309434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453543970711552,"score_gpt":0.3966728704795142,"score_spread":0.3621374307723986,"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."}}