{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02076217,0.005189629,0.00799593,0.002424351,0.003861215,0.003472769,0.003419134,0.005217987,0.08491283],"category_scores_gemma":[0.02313465,0.002854341,0.004007298,0.002339178,0.003033506,0.003417376,0.002071662,0.008768318,0.00914436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004722635,"about_ca_system_score_gemma":0.01651882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420449,"about_ca_topic_score_gemma":0.008687296,"domain_scores_codex":[0.9873426,0.007091369,0.001302954,0.001310788,0.001342236,0.001610044],"domain_scores_gemma":[0.9911884,0.002505957,0.001754211,0.0009591829,0.00191259,0.001679656],"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":[0.8309467,0.0375177,0.001168265,0.02771636,0.002744584,0.0002788852,0.00102428,0.002822703,0.002390464,0.004107531,0.02369944,0.06558312],"study_design_scores_gemma":[0.9582655,0.01892873,0.001114741,0.002200256,0.0006123745,0.00002722991,0.0001397748,0.001448846,0.0006718891,0.001822157,0.014694,0.00007441521],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00167088,0.0001163058,0.0005362407,0.00009689182,0.0001229914,0.9963582,0.0005898029,0.00006904631,0.0004396037],"genre_scores_gemma":[0.001517896,0.00005858732,0.0009656478,0.0000609034,0.00001604901,0.997127,0.00005010656,0.000003113124,0.0002006215],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08491283,"threshold_uncertainty_score":0.2840617,"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."}}