{"id":"W4312036934","doi":"10.1093/geroni/igac059.2252","title":"COGNITIVE RESERVE, PHYSICAL HEALTH, AND COGNITIVE FUNCTIONING IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Cognition; Mediation; Executive functions; Test (biology); Psychology; Physical health; Verbal fluency test; Cognitive reserve; Clinical psychology; Effects of sleep deprivation on cognitive performance; Cognitive test; Mental health; Cognitive impairment; Psychiatry; Neuropsychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001363998,0.0004234405,0.0004500954,0.0007718542,0.0004273813,0.0008032393,0.0003045549,0.0006894785,0.002258067],"category_scores_gemma":[0.004729004,0.0002252112,0.0006367539,0.0007212978,0.0002848173,0.0003950837,0.0005446105,0.0007178396,0.0002360365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132693,"about_ca_system_score_gemma":0.0002225613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006371898,"about_ca_topic_score_gemma":0.008033066,"domain_scores_codex":[0.9996438,0.0001039058,0.00005075547,0.00006263466,0.00007573151,0.00006311904],"domain_scores_gemma":[0.998259,0.0005139368,0.0006701114,0.0000987766,0.0001569382,0.0003012233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157497,0.0001657443,0.997764,0.0000185376,0.00008997477,0.00003211036,0.00008112411,0.00004340208,0.00006525933,0.00001171504,0.00005472704,0.001557674],"study_design_scores_gemma":[0.000005620038,0.0001230766,0.9995655,0.000005327495,0.00002405534,0.00002697351,0.00006296951,0.0001094273,0.00001308846,0.0000206937,0.00004174381,0.00000161126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985877,0.0005574605,0.000032264,0.0000635715,0.000006573547,0.000009698113,0.0001769423,0.000003480613,0.000562353],"genre_scores_gemma":[0.9995279,0.0000951728,0.00005505018,0.00003744438,0.000009331592,0.000008228303,0.0001337258,4.891415e-7,0.0001327905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006371898,"threshold_uncertainty_score":0.01266962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799002848196654,"score_gpt":0.3591459593798093,"score_spread":0.3311559308978428,"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."}}