{"id":"W2991118087","doi":"10.2196/16401","title":"An Employment Intervention Program (Work2Prevent) for Young Men Who Have Sex With Men and Transgender Youth of Color (Phase 2): Protocol for a Single-Arm Mixed Methods Pilot Test to Assess Feasibility and Acceptability","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"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":"Intervention (counseling); Transgender; Men who have sex with men; Women of color; Sexual orientation; Public health; Psychology; Gerontology; Young adult; Medicine; Clinical psychology; Family medicine; Human immunodeficiency virus (HIV); Social psychology; Nursing; Psychiatry; Sociology; Race (biology); Gender studies","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":[0.01939781,0.003958412,0.00401399,0.002217334,0.005404885,0.002374823,0.003846967,0.005146755,0.05622108],"category_scores_gemma":[0.01367612,0.003272013,0.003489554,0.001160818,0.002353109,0.002787879,0.003494597,0.007229419,0.009047621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091611,"about_ca_system_score_gemma":0.01655566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567622,"about_ca_topic_score_gemma":0.007181708,"domain_scores_codex":[0.989931,0.005214104,0.0009570105,0.001203654,0.001126675,0.0015676],"domain_scores_gemma":[0.9930187,0.001792465,0.0009980879,0.0008647078,0.001717335,0.001608744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2852942,0.3621438,0.006187068,0.0173506,0.0009896514,0.0006437624,0.003789986,0.005253757,0.007356471,0.004363915,0.03514079,0.271486],"study_design_scores_gemma":[0.6374432,0.2400027,0.0228562,0.005810723,0.0007255992,0.0001936402,0.002339564,0.002949324,0.005570742,0.004995803,0.07674886,0.0003636018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007786915,0.00006856898,0.001240438,0.0001087361,0.00006975421,0.9890805,0.0008559038,0.00008356562,0.0007056182],"genre_scores_gemma":[0.002528462,0.00005568944,0.002441262,0.00008109181,0.00001522476,0.9944775,0.0001038947,0.000003884141,0.0002930646],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05622108,"threshold_uncertainty_score":0.1880782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4067756276198972,"score_gpt":0.6272710836987306,"score_spread":0.2204954560788335,"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."}}