{"id":"W4413849089","doi":"10.2196/69255","title":"Feasibility and Acceptability of a mHealth Patient Navigation Intervention to Increase Pre-Exposure Prophylaxis Uptake in Racially and Ethnically Diverse Sexual and Gender Minority Youth in Los Angeles (PrEPresent): Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Ethnically diverse; Randomized controlled trial; Intervention (counseling); mHealth; Psychological intervention; Medicine; Gerontology; Sexual minority; Psychology; Nursing; Environmental health; Sexual orientation; Social psychology; Computer science; World Wide Web","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":[0.00402662,0.001360285,0.002129543,0.0004696717,0.001178051,0.001327266,0.001296654,0.002275829,0.01140786],"category_scores_gemma":[0.005567918,0.0008139361,0.002395262,0.0003287779,0.001178889,0.001465051,0.001116698,0.002863264,0.000794278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404011,"about_ca_system_score_gemma":0.003168287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229138,"about_ca_topic_score_gemma":0.005803071,"domain_scores_codex":[0.9967543,0.001829374,0.0003015433,0.0004741104,0.000263368,0.0003772686],"domain_scores_gemma":[0.9973267,0.0009458662,0.000571837,0.0001569658,0.0002787703,0.0007197323],"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":[0.7636873,0.1629245,0.004013148,0.004733245,0.002030335,0.0001316721,0.001013391,0.0003258928,0.001745921,0.0002443086,0.001984262,0.05716609],"study_design_scores_gemma":[0.6773174,0.3083228,0.009864415,0.0004126236,0.001134196,0.00002979731,0.0003762298,0.0005211332,0.0005255548,0.0001750668,0.001282318,0.00003841656],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461045,0.001103258,0.0006256956,0.0006666252,0.0004231823,0.0475639,0.0009018763,0.0001444541,0.002466548],"genre_scores_gemma":[0.8992642,0.001150802,0.004663392,0.0009462386,0.0003314089,0.09052216,0.0004728471,0.00001895767,0.002630089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140786,"threshold_uncertainty_score":0.03816307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07491026407621985,"score_gpt":0.4449722275438471,"score_spread":0.3700619634676273,"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."}}