{"id":"W7116920107","doi":"10.2196/74298","title":"The Influence of Virtual Reality Glasses Use on the Quality of Life of Older Adults: Protocol for a Prospective, Longitudinal Quasi-Experimental Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Quality of life (healthcare); Protocol (science); Longitudinal study; Social isolation; Isolation (microbiology); Everyday life; Quality (philosophy)","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":[0.02689852,0.003796751,0.005389133,0.002404853,0.004329625,0.001900009,0.002563949,0.004217912,0.02165309],"category_scores_gemma":[0.01635327,0.002364492,0.003934818,0.001740501,0.002430966,0.001544398,0.002272811,0.004980963,0.003999534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004004705,"about_ca_system_score_gemma":0.01415585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285601,"about_ca_topic_score_gemma":0.004930736,"domain_scores_codex":[0.9871996,0.006701458,0.001586281,0.001369596,0.001514947,0.001628211],"domain_scores_gemma":[0.9866316,0.003208461,0.001811056,0.002117922,0.004579952,0.001650998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3051074,0.41726,0.01522577,0.0267008,0.001512683,0.001225036,0.006826477,0.008237422,0.01341831,0.006140956,0.0219556,0.1763895],"study_design_scores_gemma":[0.3225918,0.4556006,0.08529234,0.006019648,0.00138673,0.0002252335,0.005597439,0.004692334,0.007154364,0.005094041,0.1056663,0.0006791986],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01356019,0.0001307609,0.001805158,0.00008926621,0.0001361635,0.9830632,0.0005985285,0.0000474935,0.0005692089],"genre_scores_gemma":[0.002339556,0.0000507022,0.001664651,0.00003475113,0.00001221422,0.9956412,0.00008032844,0.000001535491,0.0001750131],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02689852,"threshold_uncertainty_score":0.1422547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2396260192704546,"score_gpt":0.5518824757996241,"score_spread":0.3122564565291696,"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."}}