{"id":"W4415377822","doi":"10.3390/bs15101431","title":"What Are the Ethical Issues Surrounding Extended Reality in Mental Health? A Scoping Review of the Different Perspectives","year":2025,"lang":"en","type":"review","venue":"Behavioral Sciences","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; Institut national de psychiatrie légale Philippe-Pinel","funders":"Fonds de Recherche du Québec - Santé","keywords":"Ethical issues; Mental health; Health care; Mental health care; Empirical research; Mental healthcare","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02557831,0.001185005,0.002716844,0.01313058,0.001707021,0.006008324,0.001808185,0.004597646,0.002971793],"category_scores_gemma":[0.08748657,0.0009697209,0.003192113,0.01126188,0.004490348,0.007448009,0.003547026,0.004109114,0.0005122567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00440793,"about_ca_system_score_gemma":0.01628535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005686074,"about_ca_topic_score_gemma":0.01155974,"domain_scores_codex":[0.9754367,0.01462961,0.004824149,0.001068478,0.003560057,0.0004809839],"domain_scores_gemma":[0.8626764,0.1225818,0.006827241,0.001165846,0.006194963,0.000553791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001009716,0.00003941372,0.0006832638,0.3672163,0.0008842125,0.0004985069,0.006866486,0.0003864029,0.00035267,0.02138624,0.0129321,0.5886535],"study_design_scores_gemma":[0.0000178732,0.00004841705,0.000973922,0.8312784,0.001201961,0.0009014094,0.004139845,0.00008281779,0.0001780042,0.006625992,0.1545133,0.00003809406],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001769019,0.9967661,0.0002289469,0.001944978,0.0002053067,0.00002432695,0.00001245056,0.000001683287,0.0006393105],"genre_scores_gemma":[0.002811035,0.9954326,0.0004056957,0.0009932944,0.0001549031,0.00007663952,0.00001929596,0.00000276823,0.0001038084],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02557831,"threshold_uncertainty_score":0.1352726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2263267404249487,"score_gpt":0.5195696108977695,"score_spread":0.2932428704728209,"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."}}