{"id":"W4390991017","doi":"10.1016/j.jamda.2023.12.006","title":"Lifetime Physical Activity and Late-Life Mild Cognitive Impairment in Community-Dwelling Older Adults","year":2024,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Japan Science and Technology Agency; Japan Society for the Promotion of Science; National Center for Geriatrics and Gerontology; Moonshot Research and Development Program; Ministry of Health, Labour and Welfare; Japan Society for the Promotion of Science London; McMaster University; Japan Agency for Medical Research and Development","keywords":"Medicine; Gerontology; Cognitive impairment; Cognition; Physical activity; Physical medicine and rehabilitation; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006146702,0.0003869233,0.000314088,0.0008254188,0.0004192926,0.0004870718,0.000319612,0.0004517152,0.0008250208],"category_scores_gemma":[0.001499746,0.0002392955,0.0004071496,0.0007147606,0.0002167316,0.0002908663,0.0003351993,0.000406139,0.0001198061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979655,"about_ca_system_score_gemma":0.0001977338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008289414,"about_ca_topic_score_gemma":0.01302869,"domain_scores_codex":[0.9996819,0.0000733656,0.00004949708,0.00008805619,0.00006090145,0.00004628033],"domain_scores_gemma":[0.9992576,0.00006110424,0.0004230975,0.00003269614,0.00008493578,0.0001404624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179047,0.0000604107,0.9986903,0.00001791786,0.00008429301,0.00004839442,0.00005105336,0.00001146142,0.0001118766,0.000004223712,0.00003287607,0.0007692821],"study_design_scores_gemma":[0.000005097659,0.00007037927,0.9997038,0.00000404621,0.00002152736,0.00007226096,0.00004690613,0.00002974807,0.000009035649,0.000004701987,0.00003133814,0.000001118521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988804,0.0007584766,0.00003482392,0.00002101352,0.000005504807,0.000006591258,0.0001217365,0.000001957256,0.0001693956],"genre_scores_gemma":[0.999619,0.0001331242,0.00003518758,0.00001331335,0.000005991624,0.000004673581,0.0001144101,4.33985e-7,0.0000738894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008289414,"threshold_uncertainty_score":0.01648235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00971493404325665,"score_gpt":0.3245691497014059,"score_spread":0.3148542156581493,"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."}}