{"id":"W4393944440","doi":"10.3389/frvir.2024.1358981","title":"Immersion in a relaxing virtual reality environment is associated with similar effects on stress and anxiety as heart rate variability biofeedback","year":2024,"lang":"en","type":"article","venue":"Frontiers in Virtual Reality","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biofeedback; Immersion (mathematics); Anxiety; Heart rate variability; Virtual reality; Heart rate; Psychology; Stress (linguistics); Physical medicine and rehabilitation; Computer science; Medicine; Human–computer interaction; Internal medicine; Mathematics; Blood pressure; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002700434,0.0002988031,0.0002546097,0.0001493617,0.00009990831,0.0003813068,0.0001235113,0.0002430574,0.001867267],"category_scores_gemma":[0.001523081,0.0001062838,0.0002191211,0.00006401518,0.0002484899,0.0001551478,0.0004029812,0.000238566,0.00008189004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006012431,"about_ca_system_score_gemma":0.00009311228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002646894,"about_ca_topic_score_gemma":0.0003146992,"domain_scores_codex":[0.9997007,0.0001068357,0.0000222045,0.00004584227,0.000075637,0.00004886166],"domain_scores_gemma":[0.9994123,0.0002836255,0.0001371843,0.00004061843,0.00003912437,0.0000872368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00557445,0.001745436,0.02726004,0.001123051,0.0003498066,0.0005098004,0.002112336,0.0004819752,0.8846691,0.0002614407,0.000288039,0.0756245],"study_design_scores_gemma":[0.0001386964,0.01671496,0.9358682,0.00008166532,0.0002315123,0.001080561,0.00114366,0.001108878,0.0417142,0.000331284,0.001534539,0.00005180226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979209,0.0002064975,0.001068877,0.00002840041,0.00001219482,0.0000214114,0.00003332789,0.00001335785,0.0006950149],"genre_scores_gemma":[0.9986676,0.0001789212,0.0007058267,0.00002681358,0.00001317217,0.00002800219,0.00004377542,0.000003903101,0.0003318742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001867267,"threshold_uncertainty_score":0.006246626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009742742643881124,"score_gpt":0.246468437645404,"score_spread":0.2367256950015229,"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."}}