{"id":"W4220858555","doi":"10.2196/37659","title":"Optimizing an mHealth Intervention to Improve Uptake and Adherence to HIV Pre-exposure Prophylaxis in Young Transgender Women: Protocol for a Multi-Phase Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Fogarty International Center; National Institutes of Health","keywords":"mHealth; Pre-exposure prophylaxis; Psychological intervention; Transgender; Motivational interviewing; Medicine; Intervention (counseling); Thematic analysis; Men who have sex with men; Focus group; Population; Family medicine; Reproductive health; Human immunodeficiency virus (HIV); Qualitative research; Psychology; Nursing; Environmental health","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":[0.01984456,0.005476362,0.009051478,0.00199477,0.004097946,0.003396341,0.003794827,0.00606237,0.06355105],"category_scores_gemma":[0.01990491,0.003118745,0.005813199,0.002142473,0.002798881,0.00323828,0.002636368,0.008704551,0.00991683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004710359,"about_ca_system_score_gemma":0.01983896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004088623,"about_ca_topic_score_gemma":0.006553766,"domain_scores_codex":[0.9904965,0.004507422,0.001316402,0.001045815,0.001143245,0.001490657],"domain_scores_gemma":[0.9919078,0.001684636,0.001625355,0.000957115,0.002333017,0.001492131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8010827,0.05873624,0.001384815,0.02803662,0.00240061,0.0003369327,0.001115894,0.003613607,0.003029855,0.004283499,0.01859115,0.07738812],"study_design_scores_gemma":[0.9024155,0.05671001,0.002960786,0.003867274,0.0009848422,0.0000558476,0.000260701,0.001659123,0.001191979,0.002731325,0.02703087,0.0001316897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001311138,0.00009496162,0.0005146735,0.00007256587,0.000100695,0.9970685,0.0004522839,0.00003442225,0.0003508127],"genre_scores_gemma":[0.001024247,0.00005938236,0.0009244931,0.0000532624,0.00001411231,0.9977012,0.00005568602,0.000001789649,0.0001658683],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06355105,"threshold_uncertainty_score":0.2125994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823078603980446,"score_gpt":0.5940540165044842,"score_spread":0.3117461561064396,"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."}}