{"id":"W2270042706","doi":"10.1186/s13063-015-1032-3","title":"Effects of exercise and horticultural intervention on the brain and mental health in older adults with depressive symptoms and memory problems: study protocol for a randomized controlled trial [UMIN000018547]","year":2015,"lang":"en","type":"article","venue":"Trials","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science; National Center for Geriatrics and Gerontology","keywords":"Randomized controlled trial; Medicine; Dementia; Psychological intervention; Mental health; Physical therapy; Aerobic exercise; Depression (economics); Cognition; Geriatric Depression Scale; Intervention (counseling); Physical medicine and rehabilitation; Gerontology; Psychiatry; Depressive symptoms","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006424472,0.000171879,0.00140699,0.00004114189,0.00008081758,0.00003446527,0.00006061785,0.00004286664,0.00001349876],"category_scores_gemma":[0.0006730233,0.00007888836,0.00007794555,0.00006604696,0.0001798989,0.0001108567,0.00005304738,0.00007255903,5.55728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005461085,"about_ca_system_score_gemma":0.00002549644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000932187,"about_ca_topic_score_gemma":0.001123429,"domain_scores_codex":[0.9969448,0.001580617,0.0007566251,0.000292416,0.0002357854,0.0001897345],"domain_scores_gemma":[0.9975067,0.001603537,0.0006540824,0.0001038938,0.00001373837,0.000118032],"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":[0.9803927,0.0007494836,0.003160729,0.0002057715,0.00006775712,6.743755e-7,0.01174328,0.000002969746,0.00003481914,0.000006117641,0.0008793399,0.002756361],"study_design_scores_gemma":[0.9888563,0.004988491,0.003511232,0.0008287303,0.00008014245,0.000001243588,0.001322075,0.0001772394,0.00006968702,0.00006202108,0.000008377281,0.00009442599],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5712553,0.00009199137,0.000009932567,0.0005911485,0.00002129985,0.4280144,0.000002618389,0.00000553986,0.000007761592],"genre_scores_gemma":[0.5812706,0.00001204681,0.00004071751,0.00007668888,0.00002594967,0.4184573,0.000001744706,0.000009595835,0.0001053671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042121,"threshold_uncertainty_score":0.3216974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700456709497744,"score_gpt":0.3403533385399155,"score_spread":0.313348771444938,"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."}}