{"id":"W7161846700","doi":"10.2196/78872","title":"Amount of acceptance and potential barriers in the application of virtual reality in people with mild cognitive impairment: Experimental Usability Study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Usability; Virtual reality; Cognition; Augmented reality; Cognitive interview; Cognitive walkthrough","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":[0.00392829,0.000453192,0.0007072894,0.0008480989,0.000580558,0.001253473,0.0004482528,0.0007282894,0.001865778],"category_scores_gemma":[0.02013309,0.0003306968,0.001287264,0.0003163241,0.0005640677,0.0006888388,0.000951366,0.0007302969,0.0002448355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003160067,"about_ca_system_score_gemma":0.0003851569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002616669,"about_ca_topic_score_gemma":0.002346528,"domain_scores_codex":[0.9976552,0.0008887046,0.0003331125,0.0002637744,0.0006564097,0.0002028556],"domain_scores_gemma":[0.986338,0.008509386,0.001474565,0.0008345162,0.002065998,0.0007776051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01396112,0.01816621,0.7954378,0.001108374,0.001011985,0.0004899845,0.07580447,0.0009794052,0.02268716,0.000310325,0.0008444145,0.0691987],"study_design_scores_gemma":[0.0002760862,0.02388792,0.955878,0.00006620749,0.0004801569,0.0002799897,0.01371093,0.001177972,0.003174167,0.0001171919,0.0008300546,0.0001212896],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996092,0.00002690614,0.00007527159,0.000008662117,0.0000039406,0.00002774991,0.00001852077,0.000003291854,0.0002264824],"genre_scores_gemma":[0.9992036,0.0000273054,0.0002661028,0.00001698292,0.000005662001,0.0000596428,0.00002964725,0.000002965939,0.00038812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00392829,"threshold_uncertainty_score":0.02077502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114313438844919,"score_gpt":0.314284820237105,"score_spread":0.3028534763526131,"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."}}