{"id":"W4386731041","doi":"10.1093/ageing/afad156.036","title":"286 Gait speed—a useful addition to dementia risk prediction in midlife? Results from ENBIND","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Gait; Confounding; Cognition; Confidence interval; Preferred walking speed; Montreal Cognitive Assessment; Cognitive decline; Physical medicine and rehabilitation; Neuropsychology; Type 2 diabetes; Effects of sleep deprivation on cognitive performance; Gerontology; Physical therapy; Diabetes mellitus; Internal medicine; Psychiatry; 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":[0.001525134,0.0008309702,0.0007897402,0.001370894,0.0004448451,0.002107604,0.001236876,0.001051945,0.002287093],"category_scores_gemma":[0.004605072,0.0002952263,0.001451861,0.001080474,0.0002763718,0.001143961,0.001785981,0.0007422839,0.001229512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005349547,"about_ca_system_score_gemma":0.0003041064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632163,"about_ca_topic_score_gemma":0.01566136,"domain_scores_codex":[0.9994,0.0001533668,0.00007844686,0.0001604088,0.0001274651,0.00008029201],"domain_scores_gemma":[0.9980606,0.0003399393,0.0004891023,0.00023711,0.0005877288,0.0002853875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009634153,0.0001596428,0.9856787,0.00008503159,0.000450694,0.00007955319,0.0001003878,0.0001990871,0.0001279823,0.00005591451,0.000547378,0.01155233],"study_design_scores_gemma":[0.00001096592,0.0001489779,0.9982172,0.00004693622,0.0001174804,0.00009639133,0.0001513498,0.0003008952,0.00006634774,0.0000962774,0.0007370898,0.00001011913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875542,0.002877887,0.0003977763,0.000330028,0.00005990594,0.00002617431,0.004725728,0.00003291377,0.003995336],"genre_scores_gemma":[0.9931331,0.0005249401,0.0005162403,0.0001173149,0.00002955934,0.00002145111,0.004191267,0.00001177445,0.001454357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632163,"threshold_uncertainty_score":0.03245324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432368750283334,"score_gpt":0.286716003843621,"score_spread":0.2623923163407876,"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."}}