{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006905758,0.002047131,0.00398346,0.001050039,0.001191726,0.001499289,0.00140215,0.002713073,0.00637965],"category_scores_gemma":[0.007264806,0.001255708,0.002730253,0.000665123,0.002003147,0.00167081,0.001040366,0.002428593,0.0006098645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313972,"about_ca_system_score_gemma":0.002390231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972585,"about_ca_topic_score_gemma":0.00293202,"domain_scores_codex":[0.9948406,0.002934508,0.0005682339,0.0006448075,0.0005151032,0.0004969041],"domain_scores_gemma":[0.9950936,0.002051322,0.001093868,0.0003503257,0.0004514948,0.0009594626],"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":[0.8733999,0.1021677,0.001455555,0.001848057,0.0009622862,0.00004056847,0.0003897778,0.000223898,0.001046666,0.00008165855,0.000225673,0.01815829],"study_design_scores_gemma":[0.6741107,0.3196294,0.004119419,0.0001177714,0.0006259537,0.00000992708,0.0001380932,0.0004406851,0.0004116507,0.00008403903,0.0002843145,0.00002811397],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706268,0.0007913607,0.0006231118,0.0001568635,0.0002286233,0.02645899,0.0003298552,0.00007083954,0.0007135651],"genre_scores_gemma":[0.9416794,0.001022393,0.004585113,0.0003678205,0.0002691086,0.05060649,0.0002551852,0.00001372369,0.001200825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006905758,"threshold_uncertainty_score":0.03652161,"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."}}