{"id":"W4251421656","doi":"10.2196/preprints.8923","title":"A Gamified Smartphone App to Support Engagement in Care and Medication Adherence for HIV-Positive Young Men Who Have Sex With Men (AllyQuest): Development and Pilot Study (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ayogo (Canada)","funders":"","keywords":"Men who have sex with men; Psychological intervention; Context (archaeology); mHealth; Intervention (counseling); Medicine; Psychology; Medication adherence; Human immunodeficiency virus (HIV); Family medicine; Internet privacy; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003569306,0.0005316774,0.0005977761,0.0004708338,0.0004965547,0.0007888667,0.0006323984,0.0007281695,0.005476848],"category_scores_gemma":[0.003403342,0.0003561418,0.0009037541,0.0001729966,0.0004484071,0.0008029933,0.00110723,0.0007049661,0.0007871767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117328,"about_ca_system_score_gemma":0.001817649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658551,"about_ca_topic_score_gemma":0.003524351,"domain_scores_codex":[0.9991801,0.0003796851,0.00007168081,0.00008180322,0.000146447,0.0001402728],"domain_scores_gemma":[0.9989464,0.0005108175,0.00005307073,0.0000642431,0.0002082024,0.0002173637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01249608,0.113687,0.06298332,0.00758904,0.0005386958,0.002297296,0.02240757,0.0007196021,0.01888823,0.0009156505,0.01484883,0.7426286],"study_design_scores_gemma":[0.02384902,0.4603765,0.3827683,0.003200264,0.001516231,0.002461583,0.02534463,0.004008412,0.01659831,0.0009499924,0.0785564,0.0003704543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825927,0.0003337073,0.001073306,0.0003147908,0.00009447013,0.01227292,0.0009223699,0.0001069252,0.002288734],"genre_scores_gemma":[0.9059566,0.002415668,0.03511515,0.001347859,0.0001436022,0.04485564,0.002047307,0.00007241674,0.008045815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005476848,"threshold_uncertainty_score":0.01887649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953577178602993,"score_gpt":0.3581087821556861,"score_spread":0.3085730103696562,"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."}}