{"id":"W2889128610","doi":"10.2196/11375","title":"Empowering With PrEP (E-PrEP), a Peer-Led Social Media–Based Intervention to Facilitate HIV Preexposure Prophylaxis Adoption Among Young Black and Latinx Gay and Bisexual Men: Protocol for a Cluster Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Peer education; Psychological intervention; Social media; Intervention (counseling); Peer group; Medicine; Psychology; Human immunodeficiency virus (HIV); Family medicine; Health education; Public health; Social psychology; Nursing; World Wide Web; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01080338,0.0004031297,0.001405686,0.0007810876,0.0005712425,0.000476139,0.0002429095,0.0002710613,0.0003538436],"category_scores_gemma":[0.009451943,0.0002698521,0.0004526118,0.000519538,0.001485332,0.0004184901,0.0002688058,0.0007218328,0.00002442624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972416,"about_ca_system_score_gemma":0.0004110504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007884801,"about_ca_topic_score_gemma":0.0003547443,"domain_scores_codex":[0.9923733,0.002655726,0.001203851,0.0009084594,0.001887717,0.0009709803],"domain_scores_gemma":[0.9947498,0.001276497,0.0003087953,0.0004598619,0.002513733,0.0006912584],"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":[0.9710107,0.001316373,0.001099387,0.003021189,0.0002848809,0.000008994247,0.005050183,0.000001472924,0.001442082,0.00003176947,0.01285919,0.003873788],"study_design_scores_gemma":[0.9059103,0.07672118,0.0007651616,0.003399733,0.00003556203,0.000006616813,0.0008001962,0.007957973,0.0006099166,0.000120547,0.003393491,0.0002793825],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09545736,7.964933e-7,0.004671731,0.0006892632,0.000006923693,0.8975939,0.00005914427,0.0001020587,0.001418841],"genre_scores_gemma":[0.08377971,8.28221e-8,0.001342871,0.00001235668,0.0004936659,0.9020271,0.0000459426,0.00006135912,0.01223692],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07540481,"threshold_uncertainty_score":0.9999754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1530215908476707,"score_gpt":0.5114354762074645,"score_spread":0.3584138853597938,"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."}}