{"id":"W4410553602","doi":"10.2196/66212","title":"Developing a Dyadic Immersive Virtual Environment Technology Intervention for Persons Living With Dementia and Their Caregivers: Multiphasic User-Centered Design Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Dementia; Context (archaeology); Intervention (counseling); Psychology; Psychological intervention; Focus group; Dyad; Psychosocial; Applied psychology; Medicine; Human–computer interaction; Computer science; Psychiatry; Developmental psychology","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":[0.01432714,0.00102107,0.0015329,0.001155101,0.003140782,0.001819053,0.001306415,0.001365719,0.002836518],"category_scores_gemma":[0.01049325,0.0008483144,0.001048307,0.0004505846,0.001487228,0.001087617,0.00222905,0.001568659,0.0003845031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518144,"about_ca_system_score_gemma":0.004668945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009573423,"about_ca_topic_score_gemma":0.002688752,"domain_scores_codex":[0.9909231,0.006489945,0.0005210785,0.00073366,0.0004956978,0.0008365814],"domain_scores_gemma":[0.994329,0.002976641,0.0003957172,0.0004533555,0.0008915049,0.0009538382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01397172,0.1443938,0.0404893,0.008399154,0.0007437233,0.002177294,0.4786416,0.002376513,0.02439869,0.003008391,0.003822892,0.2775769],"study_design_scores_gemma":[0.03467691,0.3676457,0.1003839,0.002468672,0.001311269,0.00145967,0.4147713,0.005936042,0.01900216,0.003507815,0.04839043,0.0004462636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759696,0.0003164382,0.007672019,0.0002174539,0.00007022922,0.01438712,0.0001059244,0.00005502838,0.001206146],"genre_scores_gemma":[0.8808059,0.000644317,0.05121523,0.0005183961,0.00006136607,0.065305,0.0001581613,0.00002866733,0.001263004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432714,"threshold_uncertainty_score":0.07577008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830380089633399,"score_gpt":0.2889334284710399,"score_spread":0.2606296275747059,"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."}}