{"id":"W3104103000","doi":"10.1016/s2666-7568(20)30015-5","title":"Circadian disturbances in Alzheimer's disease progression: a prospective observational cohort study of community-based older adults","year":2020,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; National Institute on Aging; BrightFocus Foundation","keywords":"Actigraphy; Circadian rhythm; Dementia; Hazard ratio; Cognitive decline; Alzheimer's disease; Cohort; Prospective cohort study; Medicine; Psychology; Proportional hazards model; Cohort study; Gerontology; Internal medicine; Disease; Audiology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008243328,0.0001937884,0.000485186,0.0000444637,0.0003814004,0.00002862784,0.0005395418,0.00004862513,0.00002246149],"category_scores_gemma":[0.0005185333,0.0001441546,0.00005966021,0.0006849113,0.0002422116,0.0001543576,0.00009910969,0.0007577091,0.00001340168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006430198,"about_ca_system_score_gemma":0.0002627503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002778555,"about_ca_topic_score_gemma":0.0003253384,"domain_scores_codex":[0.9969385,0.001326181,0.0004378489,0.000383246,0.0005111731,0.0004029963],"domain_scores_gemma":[0.9981742,0.0005581615,0.0002680043,0.0006335789,0.00005989367,0.0003061484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001362137,0.001089267,0.9859799,0.0001528292,0.000009951624,0.00002522606,0.008965287,0.00008582812,0.0000205182,0.000818891,0.0002116766,0.001278496],"study_design_scores_gemma":[0.002500313,0.0003765644,0.9949268,0.000113866,0.00002929751,0.000001214036,0.0004433399,0.000597202,0.0005093965,0.00009977721,0.0002539117,0.0001483102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981283,0.0007422198,0.000008691588,0.01434951,0.0001197558,0.003104451,0.00009097076,0.00007656166,0.0002248429],"genre_scores_gemma":[0.9914103,0.00003045568,0.00002307192,0.007883581,0.0002184737,0.000397536,0.00001550519,0.00001867786,0.000002386401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012731,"threshold_uncertainty_score":0.5878456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114138580450591,"score_gpt":0.3474617601049247,"score_spread":0.2360479020598656,"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."}}