{"id":"W4405966970","doi":"10.1093/geroni/igae098.3949","title":"DEVICE MEASURED SLEEP QUALITY AND PHYSICAL ACTIVITY IS ASSOCIATED WITH COGNITION IN CHRONIC STROKE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sleep quality; Stroke (engine); Cognition; Sleep (system call); Physical medicine and rehabilitation; Chronic stroke; Medicine; Physical activity; Psychology; Audiology; Physical therapy; Computer science; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00125821,0.0003815091,0.0007672883,0.0005097215,0.0003191783,0.0006145946,0.0003233813,0.000480067,0.001637113],"category_scores_gemma":[0.003723482,0.0002761052,0.0008677983,0.0008433677,0.0002059626,0.0002311269,0.0003631292,0.0004174725,0.000142725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002573154,"about_ca_system_score_gemma":0.0002281262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993901,"about_ca_topic_score_gemma":0.005948508,"domain_scores_codex":[0.9991143,0.0003076018,0.0001779346,0.0001564778,0.0001570326,0.00008666822],"domain_scores_gemma":[0.9976426,0.0005966673,0.001154333,0.0001767428,0.0002172304,0.0002123646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003895444,0.0002613516,0.9900234,0.00008834022,0.001068341,0.00002361857,0.00003156131,0.00007815478,0.000324527,0.000008818142,0.0001135334,0.004082918],"study_design_scores_gemma":[0.0000665924,0.0005286489,0.9989539,0.000007586131,0.0001734848,0.00002373085,0.00001111064,0.0001325361,0.00003506149,0.00001053606,0.00005433652,0.000002495761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980446,0.001004713,0.00009996333,0.00002359714,0.00001035298,0.00002510894,0.0004972237,0.000004854068,0.0002895593],"genre_scores_gemma":[0.9990346,0.0001892236,0.00008563256,0.00002614127,0.00001574,0.00002384711,0.0004665106,0.000001286355,0.0001571315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003993901,"threshold_uncertainty_score":0.007941306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05133190365847019,"score_gpt":0.3589101121739364,"score_spread":0.3075782085154662,"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."}}