{"id":"W3037084904","doi":"10.2196/18051","title":"Work2Prevent, an Employment Intervention Program as HIV Prevention for Young Men Who Have Sex With Men and Transgender Youth of Color (Phase 3): Protocol for a Single-Arm Community-Based Trial to Assess Feasibility and Acceptability in a Real-World Setting","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Institute of Child Health and Human Development; National Institute of Mental Health; University of North Carolina at Chapel Hill; National Institutes of Health","keywords":"Psychological intervention; Transgender; Intervention (counseling); Transactional sex; Sex work; Women of color; Psychology; Men who have sex with men; Sexual minority; Gerontology; Young adult; Medicine; Sexual orientation; Population; Human immunodeficiency virus (HIV); Family medicine; Gender studies; Social psychology; Environmental health; Sociology; Psychiatry","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":[0.01591057,0.004115879,0.004381808,0.002003945,0.003897912,0.002663784,0.003780956,0.005931483,0.04523637],"category_scores_gemma":[0.01348057,0.00250251,0.0031928,0.001376559,0.00261593,0.003272228,0.002881696,0.007362894,0.00757533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399252,"about_ca_system_score_gemma":0.01393415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672582,"about_ca_topic_score_gemma":0.006331774,"domain_scores_codex":[0.9912121,0.004760869,0.0007751365,0.0009879386,0.000953246,0.001310776],"domain_scores_gemma":[0.994298,0.001212731,0.001084718,0.0006624302,0.001098003,0.001644102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6864108,0.1511623,0.002262354,0.01288767,0.001393317,0.0003367821,0.001246965,0.00325636,0.003599665,0.002973409,0.02256455,0.1119058],"study_design_scores_gemma":[0.8976683,0.07857969,0.003071499,0.001460814,0.0003149812,0.00005498766,0.0002677066,0.0009657392,0.001009935,0.001691296,0.0148327,0.00008242762],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008704586,0.0001309571,0.001010863,0.0001755936,0.0001465042,0.9877414,0.001140263,0.0001148988,0.0008349997],"genre_scores_gemma":[0.004920268,0.00008556493,0.002017593,0.0001491277,0.00003426864,0.9923096,0.0001328685,0.00000543758,0.0003453393],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04523637,"threshold_uncertainty_score":0.1513308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4989728267129591,"score_gpt":0.611270156591564,"score_spread":0.112297329878605,"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."}}