{"id":"W4413792326","doi":"10.64252/64ct6869","title":"The Impact of Multicomponent Intervention on Cognition in Older Adults with Subjective Cognitive Decline: A Randomised Controlled Trial","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Randomized controlled trial; Psychosocial; Medicine; Cognitive decline; Dementia; Physical therapy; Effects of sleep deprivation on cognitive performance; Clinical psychology; Gerontology; Cognitive impairment; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001097468,0.00009464108,0.0002438005,0.0002994481,0.00006105436,0.00003777888,0.0001656419,0.00002415692,0.0001472145],"category_scores_gemma":[0.0003194039,0.00004721581,0.0002655294,0.0001113632,0.0003846931,0.0001376283,0.00004252059,0.0001534652,0.000002285067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861954,"about_ca_system_score_gemma":0.0001095498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003928228,"about_ca_topic_score_gemma":0.00001411631,"domain_scores_codex":[0.9982227,0.0001744964,0.0004974041,0.0001251486,0.0008528224,0.000127428],"domain_scores_gemma":[0.9986598,0.0007557318,0.0003750092,0.00003293827,0.0001318676,0.00004460642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8648179,0.003044707,0.1116155,0.000004009764,0.0006131027,0.0000402698,0.0001788939,0.00002971815,0.001940481,0.000013646,0.000005091682,0.01769674],"study_design_scores_gemma":[0.4420104,0.003771808,0.5491859,0.0006750905,0.00005830964,0.00001710076,0.001229267,0.0003091767,0.002631395,0.00008032881,0.000001071595,0.00003012146],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961587,0.0001217739,0.0001914253,0.0003193027,0.0001656319,0.001558648,0.000008678741,0.000001420534,0.001474482],"genre_scores_gemma":[0.9996203,0.000136738,0.00002159331,0.00004605062,0.00004499807,0.0000556669,0.000005237403,0.000002739434,0.00006668884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4375704,"threshold_uncertainty_score":0.1925405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008842853186435571,"score_gpt":0.342335969599726,"score_spread":0.3334931164132904,"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."}}