{"id":"W4297999306","doi":"10.2196/36718","title":"Development of an HIV Prevention Intervention for African American Young Men Who Have Sex With Men (Y2Prevent): Study Protocol","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Men who have sex with men; Psychological intervention; Pre-exposure prophylaxis; Referral; Intervention (counseling); Medicine; Vulnerability (computing); Reproductive health; Syndemic; Gerontology; Psychology; Human immunodeficiency virus (HIV); Family medicine; Population; Psychiatry; Environmental health; Syphilis","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":[0.01754237,0.003456944,0.005217777,0.002263395,0.00742066,0.002609442,0.004375599,0.004367439,0.08075298],"category_scores_gemma":[0.01254545,0.004640943,0.003078818,0.001711136,0.002486901,0.002975693,0.003583752,0.00781549,0.01476155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00517833,"about_ca_system_score_gemma":0.03433677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103091,"about_ca_topic_score_gemma":0.01732303,"domain_scores_codex":[0.9921445,0.003845991,0.0009970476,0.001174741,0.0005988471,0.001238936],"domain_scores_gemma":[0.9928159,0.001540166,0.0008735453,0.0008063582,0.001740847,0.002223242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2386799,0.2146772,0.01475049,0.03751102,0.001014502,0.001743531,0.00868862,0.005461133,0.004697507,0.008188416,0.09301359,0.371574],"study_design_scores_gemma":[0.5960248,0.1162693,0.04639927,0.01326974,0.001065159,0.0003536751,0.006555731,0.004854662,0.004583742,0.009582708,0.2003547,0.0006866257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00275087,0.00007126841,0.0008928863,0.0001075621,0.00005830282,0.99422,0.001186557,0.00004299017,0.0006696759],"genre_scores_gemma":[0.001069835,0.00005697524,0.001398256,0.00007039461,0.000008677232,0.9970196,0.0001267073,0.000002311252,0.0002472553],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08075298,"threshold_uncertainty_score":0.2701457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1311936353500698,"score_gpt":0.5415390138536775,"score_spread":0.4103453785036077,"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."}}