{"id":"W4416786710","doi":"10.2196/75777","title":"Effects of an Immersive Virtual Reality–Based Exercise Intervention on Psychological and Physiological Outcomes in College Students: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Psychological intervention; Affect (linguistics); Quality of life (healthcare)","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":[0.003231683,0.001658592,0.005066484,0.0009665544,0.0008328366,0.001252532,0.001434552,0.002987157,0.008559921],"category_scores_gemma":[0.004317797,0.001025787,0.003031708,0.0008659431,0.001467652,0.001042551,0.0008497779,0.002172384,0.0007297457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009207051,"about_ca_system_score_gemma":0.002166364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271707,"about_ca_topic_score_gemma":0.003580968,"domain_scores_codex":[0.9973639,0.001287486,0.0003399229,0.0004963726,0.0002096999,0.0003025835],"domain_scores_gemma":[0.997762,0.0008442764,0.0004528499,0.0001967523,0.0002569219,0.0004872755],"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":[0.9663979,0.01710285,0.0003315567,0.001758413,0.001565145,0.00002720892,0.00005625649,0.00013315,0.001031532,0.00006104144,0.0002118244,0.01132311],"study_design_scores_gemma":[0.937969,0.05932249,0.0009643745,0.00008880265,0.0009167714,0.000007619043,0.00002694367,0.0002042787,0.0001921224,0.00005296325,0.0002434025,0.00001122744],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371552,0.007794127,0.002049714,0.0006395669,0.001862294,0.04736255,0.00104571,0.0002803736,0.001810229],"genre_scores_gemma":[0.9049628,0.00508533,0.00725241,0.001022523,0.001134613,0.07680475,0.0006286396,0.00003526908,0.003073748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008559921,"threshold_uncertainty_score":0.02863574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483034413044123,"score_gpt":0.3613108158920193,"score_spread":0.3464804717615781,"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."}}