{"id":"W4242598351","doi":"10.2196/preprints.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 (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Mood; Dementia; Rehabilitation; Quality of life (healthcare); Randomized controlled trial; Depression (economics); Medicine; Cognition; Psychiatry; Psychology; Gerontology; Physical therapy; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02069758,0.003686375,0.006151902,0.001769089,0.002653921,0.002832981,0.002524607,0.006532475,0.04946368],"category_scores_gemma":[0.02062424,0.002290713,0.004202683,0.001544781,0.002453943,0.003154766,0.001725895,0.004825612,0.007218073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670294,"about_ca_system_score_gemma":0.01204752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003030189,"about_ca_topic_score_gemma":0.004921745,"domain_scores_codex":[0.9872968,0.007694304,0.001517405,0.001038903,0.001114789,0.001337746],"domain_scores_gemma":[0.9900339,0.004083152,0.001774994,0.0009425087,0.001658391,0.001506879],"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":[0.9213762,0.03671455,0.00062651,0.006648164,0.0009877713,0.0001239056,0.0003487382,0.0006523756,0.001514675,0.0009670513,0.006381282,0.02365875],"study_design_scores_gemma":[0.9494974,0.04306232,0.001158571,0.0006332218,0.000278146,0.00001524531,0.000088683,0.000504506,0.0003462137,0.0004539351,0.003929535,0.00003225982],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008170633,0.0001642588,0.0006528771,0.0001936826,0.0002407052,0.989091,0.0007959993,0.00006458517,0.0006264002],"genre_scores_gemma":[0.007110696,0.0001108696,0.001919038,0.0002119483,0.00008300428,0.9900142,0.0001175023,0.000004456132,0.0004283285],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04946368,"threshold_uncertainty_score":0.1654724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617099410997823,"score_gpt":0.4390972961040432,"score_spread":0.402926301994065,"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."}}