{"id":"W4312730938","doi":"10.2196/41523","title":"Virtual Reality Therapy for People With Epilepsy and Related Anxiety: Protocol for a 3-Phase Pilot Clinical Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; University Health Network; York University","funders":"York University","keywords":"Epilepsy; Anxiety; Population; Virtual reality; Clinical trial; Quality of life (healthcare); Protocol (science); Psychology; Medicine; Psychiatry; Clinical psychology; Psychotherapist; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0218643,0.004691456,0.007760047,0.001845857,0.003314901,0.003405099,0.003633557,0.005453129,0.05543309],"category_scores_gemma":[0.02553027,0.002300092,0.004412241,0.001906784,0.00282702,0.002787539,0.00187004,0.007647368,0.009671298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003871351,"about_ca_system_score_gemma":0.01414655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502337,"about_ca_topic_score_gemma":0.005063375,"domain_scores_codex":[0.990666,0.004893044,0.001126027,0.0007444721,0.001435332,0.001135129],"domain_scores_gemma":[0.9885401,0.002769779,0.002139493,0.001501944,0.003168583,0.001880136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7892333,0.08913325,0.001040908,0.02071782,0.002018958,0.0005100332,0.0008425615,0.003081787,0.00355835,0.003350026,0.02411883,0.0623943],"study_design_scores_gemma":[0.8721688,0.0894242,0.003019677,0.00249453,0.0006599199,0.00008038695,0.0003000819,0.001109283,0.0009161682,0.001949718,0.02776124,0.0001160578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002785093,0.0001642422,0.000730934,0.0001480853,0.0001844029,0.994674,0.0006419895,0.00005223802,0.0006190532],"genre_scores_gemma":[0.002229738,0.000117797,0.001081814,0.0001334894,0.00003417518,0.9960151,0.0000973409,0.00000324656,0.0002872639],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05543309,"threshold_uncertainty_score":0.1854421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3844523757149471,"score_gpt":0.6166216730704294,"score_spread":0.2321692973554823,"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."}}