{"id":"W3092262466","doi":"10.2196/18127","title":"Cognitive Training Using Fully Immersive, Enriched Environment Virtual Reality for Patients With Mild Cognitive Impairment and Mild Dementia: Feasibility and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Dementia; Cognition; Virtual reality; Mood; Cognitive training; Cognitive evaluation theory; Cognitive rehabilitation therapy; Test (biology); Likert scale; Psychology; Rehabilitation; Physical medicine and rehabilitation; Physical therapy; Medicine; Clinical psychology; Human–computer interaction; Computer science; Psychiatry; Developmental psychology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004024211,0.0003158422,0.0004115721,0.00004616769,0.0003480557,0.0001661572,0.0002142622,0.00007085746,0.000005844196],"category_scores_gemma":[0.0001143487,0.0002760405,0.00005101423,0.0002175449,0.000266426,0.0004749656,0.0003474468,0.000153332,0.000001404707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127492,"about_ca_system_score_gemma":0.00009943497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009680931,"about_ca_topic_score_gemma":0.00003603792,"domain_scores_codex":[0.9975862,0.0001996605,0.0003923493,0.001021613,0.000377624,0.0004225358],"domain_scores_gemma":[0.9986521,0.0002928709,0.0002264342,0.0002948487,0.0001474373,0.0003863206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004061829,0.008077652,0.705495,0.0003004379,0.001365486,0.00001037349,0.1297266,0.00008719456,0.0008767063,0.0004847923,0.0001080357,0.1494059],"study_design_scores_gemma":[0.00584398,0.006679435,0.9705997,0.00003750285,0.0001653903,0.000002049622,0.01130235,0.004632123,0.0001354132,0.0001758431,0.00004106151,0.0003852033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208732,0.00008304547,0.0737223,0.0003754153,0.00002102824,0.004681274,0.0001866671,0.00004111497,0.00001592266],"genre_scores_gemma":[0.9971609,0.00001917457,0.002003005,0.0004139628,0.00002593522,0.0003260384,0.00003229162,0.00001672186,0.000002043429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651046,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05724046656414879,"score_gpt":0.307455685802577,"score_spread":0.2502152192384282,"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."}}