{"id":"W4390082299","doi":"10.1093/geroni/igad104.1053","title":"USING VIRTUAL REALITY IN LONG-TERM CARE TO REDUCE SOCIAL ISOLATION","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Loneliness; Social isolation; Thematic analysis; Psychology; Isolation (microbiology); Psychological intervention; Population; Cognition; Virtual reality; Personhood; Applied psychology; Gerontology; Qualitative research; Nursing; Medicine; Social psychology; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002089764,0.000268825,0.0002271044,0.0003941888,0.001620635,0.001615021,0.001117471,0.0004946117,0.003444491],"category_scores_gemma":[0.00402346,0.00009441093,0.0004813419,0.0002788552,0.001186172,0.0005557556,0.002798971,0.0005378246,0.0001778021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463943,"about_ca_system_score_gemma":0.00275555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995925,"about_ca_topic_score_gemma":0.04361485,"domain_scores_codex":[0.9982108,0.001181503,0.00004913175,0.00007894621,0.0002096417,0.0002699186],"domain_scores_gemma":[0.9985273,0.0006561525,0.0001797258,0.00008221128,0.0001734244,0.0003811794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008279733,0.002568569,0.05008923,0.003055099,0.0002240608,0.002627525,0.1905703,0.001617733,0.009940742,0.004668879,0.01538512,0.7184248],"study_design_scores_gemma":[0.0006504843,0.01066788,0.3744018,0.006484103,0.000727939,0.004102191,0.3696393,0.005926679,0.006629083,0.007121668,0.2132691,0.0003797502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666012,0.004056043,0.00593716,0.003010507,0.0001924546,0.0002378874,0.0001176411,0.0001350323,0.01971218],"genre_scores_gemma":[0.995139,0.0009441798,0.002688865,0.0002375525,0.00002383209,0.0001025849,0.000032943,0.000005544381,0.0008254437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995925,"threshold_uncertainty_score":0.03968614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685057650133427,"score_gpt":0.4882641714494159,"score_spread":0.3197584064360731,"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."}}