{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02083387,0.006545299,0.01041638,0.002670165,0.004550187,0.00471995,0.00390687,0.007231247,0.07834633],"category_scores_gemma":[0.02101479,0.003380917,0.005356824,0.002382307,0.003578365,0.003792982,0.002467282,0.01011329,0.01004626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049605,"about_ca_system_score_gemma":0.01393467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569201,"about_ca_topic_score_gemma":0.00896854,"domain_scores_codex":[0.9867505,0.006630221,0.001532809,0.001430721,0.001828946,0.001826756],"domain_scores_gemma":[0.9921977,0.001875071,0.001581446,0.0008731696,0.002072098,0.00140055],"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":[0.8799872,0.02756806,0.0007647469,0.02536903,0.002500125,0.0002587884,0.0006059629,0.001727638,0.002276598,0.003539962,0.01952799,0.03587385],"study_design_scores_gemma":[0.957168,0.0191482,0.001011394,0.002632178,0.0008317188,0.00003178516,0.0001333364,0.001266868,0.000548824,0.001588606,0.01556396,0.00007515282],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00143992,0.0001513942,0.0004827212,0.0001024917,0.0001845781,0.9964548,0.000647657,0.00007650669,0.0004598933],"genre_scores_gemma":[0.001173527,0.00006944859,0.0007368232,0.00008243953,0.00002229593,0.99761,0.00006273404,0.000003272025,0.0002394048],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07834633,"threshold_uncertainty_score":0.2620946,"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."}}