{"id":"W4380893941","doi":"10.1002/alz.068022","title":"Lighter sleep and obstructive sleep apnea associate with higher enlarged perivascular spaces 15 years later","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Polysomnography; Obstructive sleep apnea; Sleep (system call); Medicine; Sleep apnea; Dementia; Cardiology; Glymphatic system; Internal medicine; Apnea; Anesthesia; Disease; Cerebrospinal fluid","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":[0.0003762453,0.0004301237,0.0003322139,0.0007463347,0.0006224852,0.0008055914,0.0003996929,0.0007011032,0.00459877],"category_scores_gemma":[0.001353034,0.0003679549,0.0005751399,0.0006001439,0.000258759,0.0004883524,0.0004881621,0.0009699783,0.0003972869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907195,"about_ca_system_score_gemma":0.0002937753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00719134,"about_ca_topic_score_gemma":0.007160684,"domain_scores_codex":[0.9997767,0.00003374163,0.00002425972,0.00007603722,0.0000325122,0.00005667542],"domain_scores_gemma":[0.9985062,0.0001315961,0.0006860914,0.00009765577,0.0001600322,0.0004183387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522172,0.0000394908,0.9982865,0.000007408223,0.00009017871,0.0001216124,0.00005642631,0.00002509425,0.0002641708,0.00001941002,0.0001118529,0.000825525],"study_design_scores_gemma":[0.000003176704,0.00005882912,0.9994317,0.000005677493,0.00002580467,0.0001945005,0.00006360144,0.00008254212,0.00003306555,0.00002800991,0.000070373,0.000002623023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986076,0.0003856791,0.00007649801,0.00006282061,0.00002481029,0.000006043286,0.000339514,0.000006018842,0.0004910419],"genre_scores_gemma":[0.998848,0.0001060275,0.0000431125,0.00002008259,0.00002225918,0.00000483233,0.0003124239,0.00000193234,0.0006413134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00719134,"threshold_uncertainty_score":0.01538444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801763576016769,"score_gpt":0.2396655785763683,"score_spread":0.2216479428162006,"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."}}