{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009408082,0.0001182056,0.0001119375,0.0001734696,0.00002461514,0.000009534655,0.00004375766,0.00007953054,0.0004975936],"category_scores_gemma":[0.0000112533,0.00009951222,0.00003989637,0.0001286515,0.00009913483,0.0001147456,0.00001742541,0.0001547367,0.0000913822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007972489,"about_ca_system_score_gemma":0.00002596134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001688005,"about_ca_topic_score_gemma":0.0002180616,"domain_scores_codex":[0.9990974,0.0000867964,0.0002577306,0.0002814556,0.0001263969,0.0001501934],"domain_scores_gemma":[0.9996236,0.00003307381,0.0000835084,0.0001711019,0.0000160233,0.0000727214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003341461,0.0010492,0.4438744,0.0002488241,0.001830683,0.001101973,0.05746347,0.001270343,0.001599896,0.005755803,0.01438945,0.4680745],"study_design_scores_gemma":[0.007641406,0.001171436,0.9291471,0.0002905172,0.002649032,0.00008709513,0.00246898,0.0315265,0.0001804829,0.0009817877,0.02287048,0.0009852097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688115,0.02441768,0.00009853123,0.0002038882,0.0008667315,0.0002729966,0.000009991059,0.0000641276,0.00525458],"genre_scores_gemma":[0.9991528,0.0001176573,0.00001894941,0.00002550946,0.00003511108,0.00003482733,0.00004100694,0.00002314312,0.0005510431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852727,"threshold_uncertainty_score":0.5448301,"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."}}