{"id":"W3190741929","doi":"10.1080/16506073.2021.1939410","title":"Integrating virtual realities and psychotherapy: SWOT analysis on VR and MR based treatments of anxiety and stress-related disorders","year":2021,"lang":"en","type":"article","venue":"Cognitive Behaviour Therapy","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Instituto de Salud Carlos III; Bob Woodruff Foundation; McCormick Foundation; U.S. Department of Defense; National Science Foundation","keywords":"Virtual reality; SWOT analysis; Psychological intervention; Strengths and weaknesses; Psychology; Anxiety; Exposure therapy; Psychotherapist; Computer science; Human–computer interaction; Social psychology; Psychiatry; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521821,0.0001942389,0.0002841199,0.0001624529,0.0001510246,0.0001236155,0.0001029088,0.00007811882,0.0000208627],"category_scores_gemma":[0.00001835943,0.0001643955,0.00007372976,0.000579663,0.0001754463,0.0001870381,0.00002036167,0.0001079236,4.307298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001313194,"about_ca_system_score_gemma":0.00004767544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645051,"about_ca_topic_score_gemma":0.0001694213,"domain_scores_codex":[0.9988013,0.0001579126,0.0002309721,0.000466613,0.0001740945,0.000169142],"domain_scores_gemma":[0.9991528,0.0002189734,0.0001274304,0.0002544568,0.0001360962,0.0001102139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009955737,0.0006211863,0.1580581,0.000006403925,0.000571178,0.000003115268,0.004427119,0.000009549527,0.002017555,0.007287823,0.00000691741,0.8268915],"study_design_scores_gemma":[0.00457237,0.001484705,0.9601697,0.0001677083,0.0003541823,0.000007737553,0.003314686,0.006796936,0.01771325,0.00481551,0.0001210703,0.0004821848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669684,0.0008779518,0.03099318,0.0003504551,0.000018119,0.000221372,0.0002409168,0.00003411201,0.0002955169],"genre_scores_gemma":[0.9930117,0.005834033,0.0006719077,0.0002595142,0.000005385683,0.00003240741,0.00007536314,0.00001131145,0.00009843742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8264093,"threshold_uncertainty_score":0.6703855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029034517723429,"score_gpt":0.299541114936472,"score_spread":0.2792507697592377,"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."}}