{"id":"W3097310758","doi":"10.3390/s20216211","title":"Virtual Reality as a Portable Alternative to Chromotherapy Rooms for Stress Relief: A Preliminary Study","year":2020,"lang":"en","type":"article","venue":"Sensors","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Ciencia, Innovación y Universidades","keywords":"Virtual reality; Stress (linguistics); Stress reduction; Stress test; Session (web analytics); Test (biology); Task (project management); Stress relief; Computer science; Simulation; Human–computer interaction; Psychology; Engineering; Applied psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007313323,0.0004657611,0.0003734539,0.0002493854,0.0002448974,0.0004285478,0.0004642697,0.0003918566,0.003435129],"category_scores_gemma":[0.001214027,0.0001353501,0.0004611212,0.0001349618,0.0004069958,0.0004420876,0.0005125827,0.0004289238,0.0003167475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022291,"about_ca_system_score_gemma":0.0002755535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000522405,"about_ca_topic_score_gemma":0.0007086188,"domain_scores_codex":[0.9995394,0.0002159799,0.00002394542,0.00006337433,0.00008640644,0.00007091425],"domain_scores_gemma":[0.9995116,0.0002101103,0.00003999009,0.00005681157,0.00008147946,0.00009993531],"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":[0.01379576,0.04853301,0.0380523,0.003335797,0.0004569164,0.003305819,0.006199668,0.001847185,0.5143768,0.001184632,0.001399762,0.3675123],"study_design_scores_gemma":[0.001836253,0.5918816,0.2418332,0.000421658,0.00133136,0.005618232,0.009621034,0.006697382,0.1174493,0.0008282724,0.02225194,0.0002297575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944337,0.000451215,0.003537542,0.00008582196,0.00003065386,0.0003062381,0.00006204517,0.00001556906,0.001077089],"genre_scores_gemma":[0.9880675,0.001118625,0.00882459,0.0001200299,0.0000794726,0.0003412931,0.00009201082,0.0000111187,0.001345374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003435129,"threshold_uncertainty_score":0.01149166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609912625934656,"score_gpt":0.3286567950692677,"score_spread":0.1676655324758021,"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."}}