{"id":"W2890009972","doi":"10.2196/10659","title":"Developing a Mobile App (LYNX) to Support Linkage to HIV/Sexually Transmitted Infection Testing and Pre-Exposure Prophylaxis for Young Men Who Have Sex With Men: Protocol for a Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health","keywords":"Men who have sex with men; Randomized controlled trial; Human immunodeficiency virus (HIV); Pre-exposure prophylaxis; Medicine; Protocol (science); Safer sex; Family medicine; Alternative medicine; Condom; Internal medicine; 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":[0.04597298,0.006569918,0.01118719,0.003488679,0.004930692,0.005775431,0.004274645,0.008862404,0.08349257],"category_scores_gemma":[0.04097571,0.003943824,0.006689881,0.003744787,0.003858222,0.005070214,0.00281287,0.01051068,0.01389487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007279937,"about_ca_system_score_gemma":0.02243006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004000989,"about_ca_topic_score_gemma":0.007235345,"domain_scores_codex":[0.9754708,0.01366157,0.003170918,0.002041511,0.003055497,0.002599723],"domain_scores_gemma":[0.9835904,0.004896331,0.003251784,0.001921385,0.004420752,0.001919255],"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":[0.7030335,0.03791566,0.00167553,0.08821478,0.004255277,0.0006567622,0.002158385,0.004050368,0.004608715,0.01086015,0.04477695,0.09779388],"study_design_scores_gemma":[0.8892149,0.03526834,0.002077794,0.009888012,0.001523929,0.00008106822,0.0004692494,0.002550063,0.001516298,0.004487996,0.05272967,0.0001927653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003853914,0.00006239732,0.0003530619,0.00004994672,0.00009899434,0.9985932,0.000246149,0.00003465216,0.0001762644],"genre_scores_gemma":[0.0003207205,0.0000407699,0.0007094571,0.00004620606,0.00001151948,0.9987463,0.00002789931,0.000001755609,0.00009537303],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08349257,"threshold_uncertainty_score":0.2793105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09248168644108831,"score_gpt":0.4952080195325326,"score_spread":0.4027263330914443,"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."}}