{"id":"W4380877361","doi":"10.1002/alz.067994","title":"Day‐to‐day sleep and circadian variability in association with Alzheimer’s Disease biomarkers","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Sunnybrook Hospital; Douglas College; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Actigraphy; Circadian rhythm; Morning; Apolipoprotein E; Internal medicine; Alzheimer's disease; Medicine; Endocrinology; Cohort; Chronotype; Chronobiology; Psychology; Disease","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":[0.0004685643,0.0002016849,0.0002264292,0.0005128224,0.0001954804,0.0004121159,0.0002266592,0.0002492263,0.001191136],"category_scores_gemma":[0.001378349,0.0001168325,0.0002294006,0.0006390002,0.000165828,0.0001541433,0.0001754377,0.0001913291,0.0001013287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611784,"about_ca_system_score_gemma":0.0001736209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058402,"about_ca_topic_score_gemma":0.005304727,"domain_scores_codex":[0.9998177,0.00006028294,0.00002203647,0.00004416013,0.00002728905,0.00002852035],"domain_scores_gemma":[0.9985716,0.0003309602,0.0006458422,0.00007846522,0.0002032469,0.0001699554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004789472,0.00002545981,0.9945179,0.00002854544,0.0002033277,0.00004629866,0.00005102887,0.00008102431,0.001079116,0.00002376417,0.000101719,0.003362944],"study_design_scores_gemma":[0.000003036427,0.00005420753,0.999597,0.000002311962,0.00001813178,0.00005229589,0.00002170597,0.0001100675,0.00005980444,0.00002010677,0.00005978356,0.000001519286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982237,0.001166728,0.0001310202,0.00002783055,0.000009847256,0.000002672228,0.0002330574,0.000004056887,0.0002009619],"genre_scores_gemma":[0.9992357,0.0001941598,0.0001098019,0.00001225987,0.00001379311,0.000004306001,0.000270612,0.000002268631,0.0001569566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005058402,"threshold_uncertainty_score":0.01005793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457359482114119,"score_gpt":0.2586110820068933,"score_spread":0.2340374871857521,"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."}}