{"id":"W4408707329","doi":"10.1016/j.jemep.2025.101074","title":"Ethical considerations in implementing virtual reality programs in long-term care settings: Case studies from in Canada and the Czech Republic","year":2025,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Alzheimer Society Research Program; Technology Agency of the Czech Republic","keywords":"Czech; Term (time); Virtual reality; Political science; Psychology; Engineering ethics; Computer science; Engineering; Philosophy; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01172221,0.0001903887,0.0005917847,0.0002517683,0.0004467624,0.00004170054,0.00008639043,0.0002563935,0.00004479759],"category_scores_gemma":[0.002366112,0.0001389322,0.00001597937,0.0005312038,0.0005013002,0.00006893517,0.0001428848,0.002746064,1.940945e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007832042,"about_ca_system_score_gemma":0.005220535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767165,"about_ca_topic_score_gemma":0.9985958,"domain_scores_codex":[0.9943379,0.002859272,0.001152159,0.0005414407,0.0003317497,0.0007774981],"domain_scores_gemma":[0.9947263,0.004334101,0.0002156162,0.0003176781,0.0001550946,0.0002512041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004596045,0.00009095304,0.5497319,0.001034403,0.00006017344,0.0005660168,0.3356822,2.255521e-7,2.912248e-7,0.07140664,0.004176998,0.03720427],"study_design_scores_gemma":[0.008788256,0.0002756392,0.2834841,0.001368886,0.0000165833,0.000164568,0.6972923,0.00002405962,4.564998e-7,0.004938514,0.003461134,0.000185507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6361052,0.00511324,0.00001430993,0.3570146,0.0003561364,0.0008732435,0.00002874978,0.00001295219,0.0004815315],"genre_scores_gemma":[0.9324126,0.001317797,0.00002295459,0.06582929,0.00008109694,0.000162038,0.0001337009,0.000008594722,0.00003192974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3616101,"threshold_uncertainty_score":0.9995546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183584296838344,"score_gpt":0.4768681434395929,"score_spread":0.2932838466012488,"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."}}