{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003225984,0.001564684,0.00447224,0.001184265,0.000908991,0.001144023,0.001294511,0.003504321,0.006196771],"category_scores_gemma":[0.004817883,0.0007787918,0.003357363,0.001085229,0.001239131,0.001046942,0.0009714387,0.002213264,0.000489081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389911,"about_ca_system_score_gemma":0.002764493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002957008,"about_ca_topic_score_gemma":0.005060126,"domain_scores_codex":[0.9974164,0.001275719,0.0004005326,0.0003877558,0.0002816744,0.0002378614],"domain_scores_gemma":[0.9978807,0.000822117,0.0004586137,0.000115204,0.0002036519,0.0005197565],"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":[0.9588783,0.01422162,0.0005701315,0.003851637,0.001974876,0.0000498365,0.00008439536,0.0002096573,0.0005446397,0.0001059088,0.000266492,0.01924254],"study_design_scores_gemma":[0.941641,0.05482722,0.001540117,0.0002551775,0.001015848,0.0000180067,0.00003186805,0.000182728,0.0001455738,0.00007529915,0.0002566678,0.00001036219],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954263,0.01832487,0.0009430567,0.0008210937,0.001497303,0.02175919,0.0006297813,0.0001188222,0.001642953],"genre_scores_gemma":[0.9590929,0.0076115,0.003645593,0.0008979882,0.0008985914,0.02558882,0.0004304266,0.000009561524,0.001824777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006196771,"threshold_uncertainty_score":0.02073026,"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."}}