{"id":"W2796274524","doi":"10.2196/resprot.8811","title":"Epic Allies, a Gamified Mobile Phone App to Improve Engagement in Care, Antiretroviral Uptake, and Adherence Among Young Men Who Have Sex With Men and Young Transgender Women 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":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Men who have sex with men; Psychological intervention; Transgender; Medicine; mHealth; Intervention (counseling); Viral load; Randomized controlled trial; Health care; Family medicine; Psychology; Human immunodeficiency virus (HIV); Psychiatry; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008619212,0.0006141149,0.00237601,0.0008285879,0.000557782,0.0005101783,0.0004207212,0.0002461435,0.0003829349],"category_scores_gemma":[0.0007728243,0.0003982103,0.000196343,0.0005574203,0.001362938,0.0004410266,0.0002551235,0.001144792,0.000007521796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005638155,"about_ca_system_score_gemma":0.0009783662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009475219,"about_ca_topic_score_gemma":0.001018101,"domain_scores_codex":[0.9914362,0.002168739,0.001264014,0.00135068,0.001892602,0.001887716],"domain_scores_gemma":[0.9962069,0.0005936817,0.0002721207,0.0007985043,0.001058951,0.001069839],"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":[0.9346387,0.001150075,0.003722793,0.002584195,0.0007137117,0.00007026144,0.03011224,0.000001364221,0.002369809,0.00002630841,0.01809895,0.006511587],"study_design_scores_gemma":[0.8526546,0.1021765,0.0005054779,0.00239051,0.00003864958,0.00001261987,0.02407619,0.01086894,0.002304189,0.00004742687,0.00447761,0.0004473371],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02487907,0.00001004687,0.001000387,0.00009365538,0.000001882056,0.9413159,0.00007104096,0.00006718679,0.03256084],"genre_scores_gemma":[0.03472031,0.000002816025,0.0003818614,0.0000196969,0.0002213688,0.8665907,0.00002086888,0.00009727022,0.09794512],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1010264,"threshold_uncertainty_score":0.999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06356284343048053,"score_gpt":0.440270698105762,"score_spread":0.3767078546752815,"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."}}