{"id":"W4406223308","doi":"10.1002/alz.095524","title":"Sleep, Alzheimer pathology and risk of clinical progression in cognitively unimpaired older adults","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill Genome Centre; Hôpital du Sacré-Cœur de Montréal; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Sleep (system call); Medicine; Alzheimer's disease; Pathology; Psychology; Gerontology; 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":[0.000431321,0.0003001238,0.000219469,0.0007417925,0.000321386,0.0004623309,0.0002361624,0.0003596322,0.001844268],"category_scores_gemma":[0.001425918,0.0001699751,0.0003267499,0.0004752713,0.0001935329,0.0002724983,0.0003846212,0.0002999707,0.0001911018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748663,"about_ca_system_score_gemma":0.0002183719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007236167,"about_ca_topic_score_gemma":0.008824416,"domain_scores_codex":[0.9998933,0.00002165,0.00001574733,0.00003472737,0.00001632568,0.00001829393],"domain_scores_gemma":[0.9991018,0.0001097491,0.0004408184,0.0000594283,0.000105327,0.0001829828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021498,0.00003856144,0.9980393,0.00001283682,0.00008301382,0.00005221504,0.00003859831,0.00003803043,0.0002126435,0.000008015604,0.00004644067,0.001215437],"study_design_scores_gemma":[0.000003590387,0.00006257571,0.9997084,0.000002640552,0.00001338175,0.00005126258,0.00002298866,0.00007508935,0.00001600653,0.00001661553,0.00002656915,8.206311e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989292,0.0005584137,0.00003978235,0.00002186136,0.000005071388,0.000003482769,0.0002563707,0.000003207835,0.0001826084],"genre_scores_gemma":[0.9994602,0.0001016802,0.0000373617,0.00001030106,0.000008426629,0.00000279834,0.0002300105,7.440364e-7,0.0001484151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007236167,"threshold_uncertainty_score":0.01438808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082859324991592,"score_gpt":0.3573119827777869,"score_spread":0.3264833895278709,"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."}}