{"id":"W6964778878","doi":"10.3310/plnv0118","title":"Promoting activity, independence and stability in early dementia and mild cognitive impairment: the PrAISED research programme including an RCT","year":2025,"lang":"en","type":"article","venue":"Programme Grants for Applied Research","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; National Institute for Health and Care Research","keywords":"Dementia; Randomized controlled trial; Cognition; Thematic analysis; Intervention (counseling); Psychological intervention; Rehabilitation; Activities of daily living; Test (biology)","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":[0.04583876,0.002197017,0.005052361,0.001744481,0.00147632,0.002174846,0.001581863,0.00586468,0.006350188],"category_scores_gemma":[0.04561777,0.001531288,0.006367533,0.002722185,0.002025245,0.003148969,0.002896682,0.003554751,0.0008114997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192565,"about_ca_system_score_gemma":0.01060296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389262,"about_ca_topic_score_gemma":0.005806332,"domain_scores_codex":[0.9435145,0.04577726,0.004642747,0.00202577,0.0020823,0.001957426],"domain_scores_gemma":[0.9774503,0.01337745,0.002945662,0.003099734,0.00187886,0.001247975],"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":[0.685402,0.06132212,0.007004109,0.05855395,0.01105211,0.000989379,0.00480469,0.003630902,0.004457912,0.002734982,0.004257369,0.1557905],"study_design_scores_gemma":[0.8560853,0.1170212,0.007805847,0.004863181,0.005984397,0.0002054288,0.0007098505,0.0009059985,0.0008323826,0.001220003,0.004267016,0.00009944579],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4956996,0.01323463,0.007428087,0.002540567,0.001431211,0.4712909,0.002936724,0.0002879793,0.005150325],"genre_scores_gemma":[0.4402944,0.004680581,0.02525659,0.00182681,0.000375757,0.5243658,0.0008488832,0.00003215248,0.00231906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04583876,"threshold_uncertainty_score":0.2424214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476684898484123,"score_gpt":0.4010672977499704,"score_spread":0.2533988079015581,"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."}}