{"id":"W4312380154","doi":"10.2196/40421","title":"Differences in Brain Activity and Body Movements Between Virtual Reality and Offline Exercise: Randomized Crossover Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orbitofrontal cortex; Virtual reality; Crossover study; Functional near-infrared spectroscopy; Psychology; Brain activity and meditation; Prefrontal cortex; Range of motion; Physical medicine and rehabilitation; Randomized controlled trial; Medicine; Physical therapy; Neuroscience; Cognition; Internal medicine; Computer science; Pathology; Artificial intelligence; Electroencephalography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003894052,0.002412481,0.00596071,0.0007048929,0.000907564,0.001225978,0.001262682,0.002942168,0.01055372],"category_scores_gemma":[0.003312341,0.001011272,0.001820697,0.0006359796,0.001996097,0.001381679,0.0008876934,0.00299639,0.001437169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008451102,"about_ca_system_score_gemma":0.001773777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008655974,"about_ca_topic_score_gemma":0.0010209,"domain_scores_codex":[0.9976332,0.0009260399,0.0002225873,0.0006177952,0.0002229032,0.0003773937],"domain_scores_gemma":[0.9976043,0.0006374965,0.0004877937,0.0003617838,0.0002933668,0.0006152051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9610422,0.03128863,0.0003776589,0.0003228355,0.000359856,0.00002679686,0.00006480281,0.0001384141,0.002000204,0.0000893902,0.0002798741,0.00400938],"study_design_scores_gemma":[0.7714695,0.2246709,0.001747809,0.00004089934,0.0003172259,0.00001277311,0.00003409533,0.0003696578,0.0005145214,0.0001715356,0.0006291471,0.00002193341],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456362,0.001565259,0.002305717,0.0003880966,0.00134276,0.04563123,0.001148335,0.0001868018,0.001795758],"genre_scores_gemma":[0.8800547,0.001113709,0.007313174,0.0008400786,0.001042923,0.1028441,0.0008055953,0.00004859432,0.005937202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055372,"threshold_uncertainty_score":0.03530568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376675286357267,"score_gpt":0.3064209305717153,"score_spread":0.2826541777081426,"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."}}