{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008378107,0.00007844342,0.0001238501,0.001029044,0.0001051694,0.00002380867,0.0001082319,0.0001137887,0.00006355377],"category_scores_gemma":[0.00009887502,0.00009523023,0.00001308773,0.003345631,0.00003472662,0.00009362257,0.00005799855,0.0002801584,0.00009406296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257396,"about_ca_system_score_gemma":0.00005180547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000571844,"about_ca_topic_score_gemma":0.0003762888,"domain_scores_codex":[0.9987077,0.0001725627,0.0003709541,0.0002808883,0.0001455385,0.0003224239],"domain_scores_gemma":[0.9995864,0.00005922155,0.00006746117,0.0001420234,0.0001287715,0.00001608995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009621142,0.00003973297,0.8442506,0.00003348683,0.00001192578,0.000067931,0.07275515,0.000484124,0.003216485,0.01193811,0.001319148,0.06578705],"study_design_scores_gemma":[0.0004781056,0.00001669408,0.9915242,0.00004914277,0.000001327575,0.00000318552,0.006890891,0.0005157082,0.0001229855,0.0002365029,0.00005482427,0.0001063864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989346,0.00001403089,0.0046051,0.001996047,0.0004337142,0.0001818705,0.00000361627,0.00008479204,0.003334842],"genre_scores_gemma":[0.998955,2.272596e-7,0.0000765092,0.0001804332,0.0001793408,0.00003223958,0.00008073679,0.00001329494,0.0004822561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472736,"threshold_uncertainty_score":0.3883376,"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."}}