{"id":"W3172020013","doi":"10.2196/25017","title":"The Effects of 3D Immersion Technology (3Scape) on Mental Health in Outpatients From a Short-Term Assessment, Rehabilitation, and Treatment Program: Feasibility Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Randomized controlled trial; Mental health; Mood; Anxiety; Quality of life (healthcare); Rehabilitation; Dementia; Medicine; Cognition; Cognitive rehabilitation therapy; Montreal Cognitive Assessment; Psychiatry; Physical therapy; Cognitive impairment; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03127972,0.005302355,0.009771918,0.002688538,0.003631772,0.003699255,0.003802601,0.008710022,0.0412926],"category_scores_gemma":[0.02524755,0.00323881,0.005064917,0.002166472,0.003944022,0.004097817,0.002415255,0.005846218,0.006632003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004792562,"about_ca_system_score_gemma":0.01518818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003266457,"about_ca_topic_score_gemma":0.005145029,"domain_scores_codex":[0.9813851,0.01094627,0.002070368,0.001570635,0.001906934,0.002120645],"domain_scores_gemma":[0.9857487,0.005284757,0.002590838,0.00131704,0.002719391,0.002339188],"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":[0.9238632,0.04424363,0.0007334357,0.006386917,0.000974912,0.000132027,0.000391757,0.0007966424,0.001329992,0.0009399895,0.003027066,0.01718045],"study_design_scores_gemma":[0.9523335,0.04183093,0.0008706413,0.0004804565,0.0002970177,0.00001471472,0.0000895242,0.0005973875,0.0002677148,0.0004294136,0.002756037,0.00003276735],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006374566,0.0001430522,0.0006327828,0.0001215896,0.0001786457,0.9916502,0.0004006082,0.00005367344,0.0004448949],"genre_scores_gemma":[0.00644144,0.0001098864,0.001931675,0.00014498,0.00006754225,0.9908915,0.00007560507,0.000003860371,0.0003335744],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0412926,"threshold_uncertainty_score":0.165425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08196239291340289,"score_gpt":0.562414152602021,"score_spread":0.4804517596886181,"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."}}