{"id":"W2608816084","doi":"10.1093/sleepj/zsx050.1154","title":"1155 LONGITUDINAL CHANGES OF FRACTAL ACTIVITY REGULATION WITH AGING: PRELIMINARY RESULTS FROM THE RUSH MEMORY AND AGING PROJECT","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cognition; Cognitive decline; Demographics; Ageing; Medicine; Longitudinal study; Gerontology; Physical activity; Demography; Effects of sleep deprivation on cognitive performance; Psychology; Internal medicine; Physical therapy; Dementia; Psychiatry","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":[0.00197057,0.0002610101,0.0003364978,0.0006705633,0.0002773376,0.0003938278,0.0002522798,0.0002383587,0.0006798993],"category_scores_gemma":[0.002899377,0.0001233069,0.000299652,0.0004573417,0.0001612794,0.0002382476,0.0005736448,0.00022283,0.0003261779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404686,"about_ca_system_score_gemma":0.0001757211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004713278,"about_ca_topic_score_gemma":0.004048049,"domain_scores_codex":[0.9996527,0.0001345339,0.00002556623,0.00006251813,0.0000878978,0.00003666835],"domain_scores_gemma":[0.9982818,0.000374777,0.0003839826,0.0003490703,0.000411758,0.0001985419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101291,0.000256464,0.9677696,0.00003705255,0.0001742907,0.0001141266,0.0007177192,0.0003730952,0.001687433,0.00003914828,0.0006334822,0.02709639],"study_design_scores_gemma":[0.000006223462,0.0002265527,0.9990739,0.000002204508,0.00001555169,0.00005174517,0.00004935299,0.0001902482,0.0001291608,0.00001816283,0.0002340965,0.000002831755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983534,0.0001123022,0.0002667556,0.00001625542,0.000002325736,0.00001761691,0.0008720078,0.00001524953,0.0003441783],"genre_scores_gemma":[0.9971768,0.00009510217,0.0005168892,0.00001239078,0.00001195295,0.00004712854,0.001664719,0.000007537582,0.0004675779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004713278,"threshold_uncertainty_score":0.01042151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162835215650982,"score_gpt":0.2751362655047538,"score_spread":0.243507913348244,"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."}}