{"id":"W4393178428","doi":"10.1093/sleep/zsae081","title":"Longer sleep duration and neuroinflammation in at-risk elderly with a parental history of Alzheimer’s disease","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McGill University; Douglas Mental Health University Institute; Canadian Sleep & Circadian Network; Université de Montréal; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de Recherche du Québec - Santé; Alzheimer Society; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; Alzheimer's Association","keywords":"Neuroinflammation; Actigraphy; Dementia; Neurodegeneration; Sleep onset; Medicine; Alzheimer's disease; Sleep (system call); Polysomnography; Psychology; Age of onset; Disease; Internal medicine; Insomnia; Psychiatry; Circadian rhythm; Electroencephalography","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":[0.0002838498,0.0002776559,0.0002116241,0.0004197843,0.000372645,0.0003377544,0.0001809073,0.0002635701,0.001717809],"category_scores_gemma":[0.0009298066,0.0001489663,0.0003281178,0.0003800354,0.0001465975,0.0002320293,0.0002793206,0.0002622391,0.0001700375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493106,"about_ca_system_score_gemma":0.0001353853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143826,"about_ca_topic_score_gemma":0.007200101,"domain_scores_codex":[0.9998991,0.00002250012,0.00001399496,0.00003100959,0.00001445797,0.00001894366],"domain_scores_gemma":[0.9993777,0.00008316264,0.0003198392,0.00004153759,0.0000564187,0.0001212961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001484973,0.00002681473,0.9988828,0.000005272008,0.00003244632,0.00007157295,0.00005811547,0.00001308609,0.0001969915,0.0000039617,0.00002153603,0.0005387974],"study_design_scores_gemma":[0.00000269926,0.00010993,0.9994966,0.000002475113,0.0000157631,0.0001649702,0.00008446741,0.00004672177,0.00003225409,0.000006812577,0.00003633245,9.585029e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996879,0.000111588,0.00002757504,0.000007344244,0.000002497029,0.00000167754,0.00006790052,7.309966e-7,0.00009280875],"genre_scores_gemma":[0.9997166,0.00004261585,0.00003749888,0.000007722628,0.000005250362,0.000002207549,0.00009548025,4.270715e-7,0.00009221508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005143826,"threshold_uncertainty_score":0.01022774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097545337493922,"score_gpt":0.2421872054863357,"score_spread":0.2312117521113965,"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."}}