{"id":"W4286470329","doi":"10.1016/j.sleep.2022.05.603","title":"Brain atrophy in REM sleep behavior disorder is shaped by gene expression and structural connectivity","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Université de Montréal; Montreal General Hospital; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal; University of Calgary; McGill University; Hôpital du Sacré-Cœur de Montréal; Montreal Neurological Institute and Hospital","funders":"","keywords":"Neuroscience; REM sleep behavior disorder; Atrophy; Sleep (system call); Psychology; Medicine; Electroencephalography; Polysomnography; Internal medicine; Computer science","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":[0.0001172947,0.0001822336,0.0001847187,0.0004476673,0.0001718476,0.0002724713,0.0001514436,0.0001884264,0.0009093371],"category_scores_gemma":[0.0005119421,0.0001356884,0.0001677837,0.0003062159,0.0004533782,0.00029348,0.0001981185,0.0003210121,0.0001042203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019462,"about_ca_system_score_gemma":0.0001619505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221553,"about_ca_topic_score_gemma":0.00565612,"domain_scores_codex":[0.999927,0.00001690888,0.000003630442,0.0000215814,0.00001592225,0.00001490798],"domain_scores_gemma":[0.999816,0.00003379832,0.00009136424,0.000009679403,0.00002710816,0.00002211112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001990198,0.0002123228,0.3782822,0.0001357991,0.0004719629,0.001245945,0.0009091977,0.002109064,0.562349,0.002230322,0.001816379,0.0482478],"study_design_scores_gemma":[0.000007362016,0.00009395686,0.9956616,0.000005775956,0.00001990389,0.0002695397,0.0001184065,0.0005029065,0.002628843,0.0004766544,0.0002109144,0.000004177277],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975453,0.0004431125,0.0006609471,0.0001675779,0.000008610302,0.000006429904,0.0001615788,0.00001661087,0.0009898624],"genre_scores_gemma":[0.9981467,0.0003165669,0.0005631603,0.00006809845,0.0000139584,0.00001413706,0.0001716844,0.00001492966,0.0006908067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00221553,"threshold_uncertainty_score":0.0044052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139915482283749,"score_gpt":0.2703975909211025,"score_spread":0.2589984360982651,"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."}}