{"id":"W4386256148","doi":"10.1136/bmj-2023-074787","title":"Promoting Activity, Independence, and Stability in Early Dementia and mild cognitive impairment (PrAISED): randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; Cardiff University; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Dementia; Medicine; Mood; Activities of daily living; Randomized controlled trial; Physical therapy; Interquartile range; Quality of life (healthcare); Cognition; Montreal Cognitive Assessment; Gerontology; Psychiatry; Internal medicine; Disease","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":[0.003453956,0.001640716,0.005855496,0.0009819958,0.0007069056,0.001517542,0.0014635,0.002949966,0.01051069],"category_scores_gemma":[0.006593843,0.0008500589,0.002956036,0.0009221841,0.001509727,0.001316676,0.0009090677,0.003109164,0.0008410396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381734,"about_ca_system_score_gemma":0.002223495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168995,"about_ca_topic_score_gemma":0.00580056,"domain_scores_codex":[0.9970181,0.001701656,0.0003529553,0.0004063736,0.0002328972,0.0002879352],"domain_scores_gemma":[0.9978854,0.0009148978,0.0004919268,0.0001103253,0.0001330861,0.0004643893],"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":[0.9815727,0.002368683,0.0003700571,0.005006822,0.001292353,0.00004963449,0.00006857835,0.0001636832,0.0003555498,0.0001091675,0.0004291558,0.008213502],"study_design_scores_gemma":[0.9873237,0.01106283,0.0006200353,0.0001686936,0.000375947,0.0000176711,0.00001638577,0.00008665847,0.00004951911,0.00005066138,0.0002209852,0.00000684813],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132645,0.0329672,0.001718931,0.001596593,0.002464935,0.04025847,0.002989233,0.0003671085,0.004373119],"genre_scores_gemma":[0.9213355,0.0119351,0.004840475,0.00173921,0.001127194,0.05305159,0.001245845,0.00002629622,0.00469883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051069,"threshold_uncertainty_score":0.03516173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257186020836318,"score_gpt":0.3510328907481264,"score_spread":0.3184610305397633,"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."}}