{"id":"W4405657534","doi":"10.1136/bmjopen-2024-085442","title":"VRx@Home protocol: A virtual reality at-home intervention for persons living with dementia and their care partners","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Trent University; Ontario Tech University; Durham College; University of Toronto; University Health Network","funders":"Associated Medical Services; Consortium canadien en neurodégénérescence associée au vieillissement; Canadian Institutes of Health Research; AGE-WELL","keywords":"Medicine; Dementia; Intervention (counseling); Protocol (science); Gerontology; Assisted living; Nursing; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007503891,0.0001382324,0.0001622958,0.00005795438,0.0002318561,0.001021055,0.0006186328,0.00004260243,0.00001510464],"category_scores_gemma":[0.00003338806,0.00009838692,0.00006253922,0.0002346904,0.00004946598,0.0007822085,0.0008463494,0.0000683832,0.00000999968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000880719,"about_ca_system_score_gemma":0.0001423618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002000924,"about_ca_topic_score_gemma":0.0004849581,"domain_scores_codex":[0.9988997,0.00007782391,0.0002128307,0.0004453553,0.0001385292,0.0002257623],"domain_scores_gemma":[0.9991457,0.0001147247,0.00007652451,0.0004835632,0.00006313362,0.0001163756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000490582,0.0004861239,0.00381436,0.003225756,0.000681819,0.00001547117,0.06751908,0.0001519234,0.0009453823,0.2420217,0.03471006,0.6459377],"study_design_scores_gemma":[0.008960983,0.01260229,0.1027753,0.0109195,0.0002855247,0.0003450428,0.02937235,0.2689999,0.002469991,0.01928988,0.5402637,0.003715494],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01989705,0.0001101933,0.7523313,0.003056977,0.0001307549,0.2185332,0.000175859,0.0003197801,0.005444934],"genre_scores_gemma":[0.8289294,0.000001039822,0.003007074,0.000106218,0.00004358295,0.1672289,0.00001886533,0.0000170914,0.0006478232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8090324,"threshold_uncertainty_score":0.9846054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09161492887280699,"score_gpt":0.4207839405517774,"score_spread":0.3291690116789704,"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."}}