{"id":"W4406218298","doi":"10.1002/alz.088549","title":"Does six months of structured group exercise improve physical activity, sedentary behavior, and sleep in people living with dementia? A pilot randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Physical therapy; Physical activity; Dementia; Sedentary behavior; Pilot trial; Medicine; Sleep (system call); Physical medicine and rehabilitation; Actigraphy; Psychology; Gerontology; Insomnia; Psychiatry; Internal medicine","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":[0.00446949,0.001899452,0.005257652,0.0009540361,0.001090049,0.001348954,0.001764176,0.003770778,0.009053313],"category_scores_gemma":[0.006521106,0.0008996094,0.005522653,0.001028599,0.001753603,0.001706332,0.0008598255,0.003329518,0.001072597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111601,"about_ca_system_score_gemma":0.002122261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002921867,"about_ca_topic_score_gemma":0.004041492,"domain_scores_codex":[0.996626,0.001873148,0.0004729388,0.0004748401,0.0002473504,0.0003057302],"domain_scores_gemma":[0.9962221,0.001355952,0.0008605601,0.000321596,0.0004446538,0.0007951202],"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":[0.975738,0.009893659,0.0003631932,0.00244887,0.002523877,0.0000345327,0.00005957538,0.0001455116,0.0004489147,0.00006098318,0.0003561382,0.007926873],"study_design_scores_gemma":[0.9567853,0.04090833,0.0007778711,0.000133631,0.0009335945,0.000008014655,0.00002481256,0.0001245611,0.00006616222,0.00006367147,0.0001661791,0.000008047381],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149924,0.01471324,0.002371882,0.001765344,0.003248745,0.05681958,0.002392698,0.0004815428,0.003214661],"genre_scores_gemma":[0.9079415,0.005725785,0.005441988,0.001999064,0.001381675,0.0735012,0.001227908,0.00002772264,0.002753134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009053313,"threshold_uncertainty_score":0.03028637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00791399892396913,"score_gpt":0.2654955606219971,"score_spread":0.2575815616980279,"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."}}