{"id":"W4312087024","doi":"10.1002/alz.067250","title":"REM sleep is associated with the integrity of the cholinergic basal forebrain in aMCI participants","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Canadian Sleep & Circadian Network; Université de Sherbrooke; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Basal forebrain; Polysomnography; Cohort; Cholinergic neuron; Audiology; Dementia; Medicine; Cholinergic; Psychology; Rapid eye movement sleep; Dementia with Lewy bodies; Internal medicine; Eye movement; Neuroscience; Disease; Apnea","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":[0.0002913331,0.0003307027,0.000256964,0.0006048809,0.0002857881,0.0003782538,0.0002487888,0.0003225128,0.002307398],"category_scores_gemma":[0.001237679,0.0001465713,0.0002592561,0.0003085451,0.0001575648,0.0001949142,0.0003071595,0.0002739647,0.0002332904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210702,"about_ca_system_score_gemma":0.0001150977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953923,"about_ca_topic_score_gemma":0.005685759,"domain_scores_codex":[0.9998873,0.00001750844,0.0000177462,0.00003570015,0.00001993437,0.00002174796],"domain_scores_gemma":[0.999519,0.00006131452,0.0002426267,0.00003556167,0.00007893561,0.00006263108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006151449,0.00005129532,0.9930791,0.0000255714,0.00008437465,0.000153073,0.0001897088,0.00002594631,0.003009181,0.00001367367,0.00009576358,0.002657177],"study_design_scores_gemma":[0.000003122824,0.00005648929,0.9995104,0.000002848358,0.00001812533,0.0001588184,0.00007235115,0.0000461669,0.00008253996,0.00001040129,0.00003743534,0.000001379042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995104,0.0001198313,0.00004499559,0.00001213197,0.000003050441,0.000004597996,0.0001188959,0.00000252262,0.0001836239],"genre_scores_gemma":[0.9995247,0.00004409691,0.00006382399,0.00000674233,0.000005750736,0.000006554375,0.0001647816,0.000001592675,0.0001818951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003953923,"threshold_uncertainty_score":0.007861853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08780288126599883,"score_gpt":0.3111048052313119,"score_spread":0.2233019239653131,"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."}}