{"id":"W4284971008","doi":"10.2196/36720","title":"The Long-term Effects of Immersive Virtual Reality Reminiscence in People With Dementia: Longitudinal Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health Research Institutes; Kaohsiung Medical University; Kaohsiung Municipal Ta-Tung Hospital","keywords":"Dementia; Reminiscence; Mood; Intervention (counseling); Cognition; Apathy; Psychology; Anxiety; Clinical psychology; Medicine; Psychiatry; Disease","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":[0.002500763,0.0004413962,0.0009771582,0.001009543,0.001279025,0.0007767358,0.0004158528,0.0008533506,0.0008263191],"category_scores_gemma":[0.003109013,0.0005291614,0.001683354,0.0009413505,0.0004131723,0.0007789985,0.0007531429,0.001221882,0.0003073332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481338,"about_ca_system_score_gemma":0.0007649919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008402837,"about_ca_topic_score_gemma":0.009849735,"domain_scores_codex":[0.9991537,0.0002829846,0.0001445278,0.0001373217,0.0001527167,0.0001287543],"domain_scores_gemma":[0.9981316,0.0003068152,0.0006331139,0.0002076831,0.0003133118,0.000407537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002987406,0.003235814,0.9823425,0.0002261721,0.0005357018,0.0003010606,0.002445621,0.00006378133,0.0005869746,0.00002232713,0.0002126095,0.00703989],"study_design_scores_gemma":[0.0002582968,0.008446072,0.9876373,0.00006432208,0.0003484846,0.0003152002,0.002099323,0.0001249783,0.0001442545,0.00003401296,0.000500884,0.00002685407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989975,0.0004986848,0.00006902202,0.00001847584,0.000005227811,0.00008573789,0.0001730655,0.000002741293,0.0001494724],"genre_scores_gemma":[0.9984536,0.0003932797,0.0002267273,0.00006594743,0.00001821776,0.0001916293,0.0004410594,0.000001765053,0.0002078548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008402837,"threshold_uncertainty_score":0.01670784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106360636904499,"score_gpt":0.3376437962399995,"score_spread":0.3065801898709545,"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."}}