{"id":"W3113075758","doi":"10.1002/alz.045395","title":"Cerebral amyloid deposition correlates with objectively measured sleep dysfunction","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep & Circadian Network; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Polysomnography; Neuroinflammation; Grey matter; Psychology; Thalamus; Internal medicine; Medicine; Pathology; Neuroscience; White matter; Magnetic resonance imaging; Electroencephalography; Disease; Radiology","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":[0.0002586939,0.0003466397,0.0002434489,0.0003894258,0.0001368184,0.000363726,0.000143676,0.0001978732,0.002212139],"category_scores_gemma":[0.001358241,0.0001613138,0.0002114567,0.0002741581,0.0001807251,0.0001392418,0.0001894396,0.0002341979,0.0002146721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503068,"about_ca_system_score_gemma":0.0001199428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169801,"about_ca_topic_score_gemma":0.002548241,"domain_scores_codex":[0.9998989,0.00002817913,0.00001531343,0.00002646725,0.00001669955,0.00001446454],"domain_scores_gemma":[0.99845,0.0003001344,0.0008967968,0.0001187379,0.00009918048,0.0001351086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004113316,0.00005145292,0.9958016,0.00001315659,0.0001199847,0.000145183,0.00003080621,0.0001655467,0.001655205,0.00001259353,0.00005059863,0.001542464],"study_design_scores_gemma":[0.000004435052,0.0001020584,0.9990188,0.00000237686,0.00001818177,0.0003325371,0.00001818533,0.000300383,0.0001546491,0.00001936684,0.00002764859,0.00000141455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993172,0.0001471705,0.0001091697,0.000009498142,0.000002140587,0.000003386602,0.0001632065,0.000005093491,0.0002432274],"genre_scores_gemma":[0.9995998,0.00005012966,0.00005578858,0.000003876988,0.000003694952,0.000002505008,0.0001715861,0.000001114461,0.0001115303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212139,"threshold_uncertainty_score":0.007400334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971042545940577,"score_gpt":0.2396995594957788,"score_spread":0.219989134036373,"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."}}