{"id":"W1939248827","doi":"10.1002/gps.4194","title":"Cognitive stimulation in cognitively impaired individuals and cognitively healthy individuals with a family history of dementia: short‐term results from the “Allena‐Mente” randomized controlled trial","year":2014,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Psychology; Cognition; Effects of sleep deprivation on cognitive performance; Randomized controlled trial; Audiology; Apolipoprotein E; Mini–Mental State Examination; Clinical psychology; Internal medicine; Medicine; Psychiatry; Cognitive impairment","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":[0.001742158,0.001153928,0.003059,0.0006238142,0.0004278365,0.0007427867,0.0008421498,0.001928021,0.003962163],"category_scores_gemma":[0.002416702,0.0004840825,0.0021931,0.0004926989,0.0008857981,0.000653081,0.0003652864,0.001568871,0.0003146827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247995,"about_ca_system_score_gemma":0.001157806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184215,"about_ca_topic_score_gemma":0.003250492,"domain_scores_codex":[0.9989315,0.0006331287,0.0001102776,0.0001309589,0.00008413922,0.0001099659],"domain_scores_gemma":[0.9988463,0.0005108498,0.000243868,0.00007517027,0.00008239714,0.0002414179],"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":[0.9838476,0.004212685,0.0003850299,0.001111164,0.001316941,0.00002679883,0.00002736771,0.00009694795,0.0007448394,0.00004604814,0.0002217179,0.007962837],"study_design_scores_gemma":[0.9653868,0.03197836,0.001399402,0.00005573201,0.0007066203,0.00001324758,0.0000120052,0.0001193706,0.0001259141,0.00004010702,0.0001558062,0.000006631667],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846131,0.0101913,0.0004444525,0.0004649035,0.0005564801,0.002400346,0.0004578731,0.00005903563,0.0008125102],"genre_scores_gemma":[0.9846965,0.00484897,0.00150036,0.0007870238,0.0006632311,0.005702432,0.0005872247,0.000008943929,0.001205345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003962163,"threshold_uncertainty_score":0.01325476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192469776677629,"score_gpt":0.3104661650067119,"score_spread":0.291219187338949,"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."}}