{"id":"W4385070321","doi":"10.2196/50866","title":"Evaluating the Feasibility and Acceptability of a Digital Pre-Exposure Prophylaxis Navigation and Activation Intervention for Racially and Ethnically Diverse Sexual and Gender Minority Youth (PrEPresent): Protocol for a Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; Children's Hospital Los Angeles","keywords":"Psychological intervention; Focus group; Randomized controlled trial; Intervention (counseling); mHealth; Health care; Medicine; Reproductive health; Transgender; Psychology; Nursing; Family medicine; Population; Environmental health","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":[0.04248088,0.005280655,0.007588175,0.00259381,0.004433369,0.004368853,0.004139154,0.007023548,0.05828879],"category_scores_gemma":[0.03197451,0.003063947,0.004730663,0.002575281,0.00407394,0.004354951,0.002563187,0.008075571,0.008188638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005645441,"about_ca_system_score_gemma":0.01852288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004097315,"about_ca_topic_score_gemma":0.006476385,"domain_scores_codex":[0.9790848,0.01195513,0.002595427,0.001685963,0.002279326,0.002399263],"domain_scores_gemma":[0.983814,0.00525737,0.003002859,0.001737376,0.003712724,0.002475704],"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":[0.8080851,0.08128962,0.002152567,0.02684748,0.00237121,0.0003931976,0.002175225,0.002201803,0.003124529,0.003311333,0.01390222,0.05414577],"study_design_scores_gemma":[0.9025099,0.0710135,0.003066966,0.002721747,0.0007425648,0.00004390736,0.0005362417,0.00136615,0.001105525,0.001823114,0.01496547,0.0001049115],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002464701,0.00007240651,0.0004166433,0.00006136733,0.00008656252,0.9962708,0.0003002005,0.00003835826,0.0002889143],"genre_scores_gemma":[0.001863881,0.00004871883,0.001003548,0.00005172638,0.00001441133,0.9968325,0.00003969821,0.000002096935,0.0001434154],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05828879,"threshold_uncertainty_score":0.224663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.440958934793427,"score_gpt":0.6025342594548374,"score_spread":0.1615753246614104,"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."}}