{"id":"W4283311223","doi":"10.2196/35869","title":"User Experience and Usability of Neumorphism and Gamification User Interface Designs in an HIV Self-Test Referral Program for Men Who Have Sex With Men: Prospective Open-Label Parallel-Group Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Randomized controlled trial; Psychological intervention; Referral; Test (biology); Men who have sex with men; System usability scale; Medicine; Psychology; Human immunodeficiency virus (HIV); Physical therapy; Family medicine; Nursing; Computer science; Internal medicine; Heuristic evaluation; Human–computer interaction","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":[],"consensus_categories":[],"category_scores_codex":[0.001452834,0.0002294738,0.001281473,0.0001469499,0.0001667417,0.0001194154,0.0002210974,0.00006271138,0.00006886887],"category_scores_gemma":[0.0004271408,0.0001663275,0.00008489729,0.0001797538,0.000363996,0.00040019,0.0001783839,0.0002606405,3.301258e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508417,"about_ca_system_score_gemma":0.0001266667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545324,"about_ca_topic_score_gemma":0.0002005927,"domain_scores_codex":[0.9974112,0.0006623502,0.0006794356,0.0005786516,0.00032766,0.0003407332],"domain_scores_gemma":[0.9986036,0.0004013478,0.0002686564,0.0003622659,0.0001834021,0.0001807643],"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":[0.9598221,0.005609722,0.01330564,0.0001390909,0.0002440732,0.000006980235,0.01288501,0.000004849242,0.003682196,0.0002290175,0.001392157,0.00267923],"study_design_scores_gemma":[0.9163073,0.03079075,0.006883693,0.00008738886,0.0001139509,0.00002167244,0.008280399,0.03609151,0.0004371435,0.0001249968,0.0006490652,0.0002120899],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607976,0.0001743225,0.0006088545,0.000526352,0.000009795095,0.03681769,0.0000350241,0.00005705004,0.0009733096],"genre_scores_gemma":[0.9371643,0.00004642145,0.003200291,0.00001883719,0.00002573621,0.05074977,0.00003929959,0.00003001718,0.008725334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0435147,"threshold_uncertainty_score":0.678264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285733869557367,"score_gpt":0.3736661788281301,"score_spread":0.3408088401325565,"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."}}