{"id":"W3042786871","doi":"10.2196/18106","title":"Mobile-Enhanced Prevention Support Study for Men Who Have Sex With Men and Transgender Women Leaving Jail: Protocol for a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Center for HIV Identification, Prevention, and Treatment Services, University of California, Los Angeles; National Center for Advancing Translational Sciences; National Institute of Mental Health; California HIV/AIDS Research Program","keywords":"Men who have sex with men; Transgender; Transgender women; Human immunodeficiency virus (HIV); Criminal justice; Medicine; Psychology; Gerontology; Family medicine; Criminology; 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":[0.02824546,0.007630311,0.01556147,0.002672876,0.004791094,0.005748382,0.00489165,0.008928688,0.09407827],"category_scores_gemma":[0.02239094,0.004053866,0.005797585,0.003405675,0.004186182,0.005095134,0.002603921,0.01071029,0.01383801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005572279,"about_ca_system_score_gemma":0.01688553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004358149,"about_ca_topic_score_gemma":0.00786141,"domain_scores_codex":[0.9835819,0.008574368,0.001779489,0.001721749,0.002022458,0.002319988],"domain_scores_gemma":[0.9902983,0.00221061,0.00203046,0.001217742,0.002401058,0.001841744],"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":[0.9152865,0.01981672,0.0007928621,0.02079701,0.002403896,0.0002425652,0.0004791339,0.001256947,0.001747089,0.003074979,0.01396664,0.02013567],"study_design_scores_gemma":[0.9675055,0.01569516,0.000911895,0.001741005,0.0005998201,0.00002774922,0.0001179233,0.000941093,0.00035191,0.001194695,0.0108594,0.0000538025],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001254418,0.0001627462,0.0005239029,0.0001040902,0.0002101733,0.9966913,0.0005976213,0.00007658487,0.000379023],"genre_scores_gemma":[0.001270055,0.00008663572,0.0009832822,0.0001084419,0.00003472311,0.9971437,0.00006968277,0.000004408776,0.0002990556],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09407827,"threshold_uncertainty_score":0.3147232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595294363073975,"score_gpt":0.5464822982706284,"score_spread":0.3869528619632309,"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."}}