{"id":"W4403015891","doi":"10.1016/j.neulet.2024.138006","title":"Association between alterations in sleep spindles and cognitive decline in persons with Parkinson’s disease","year":2024,"lang":"en","type":"article","venue":"Neuroscience Letters","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Parkinson's disease; Cognitive decline; Association (psychology); Sleep (system call); Disease; Cognition; Neuroscience; Psychology; Rapid eye movement sleep; Medicine; Gerontology; Dementia; Electroencephalography; Internal medicine; Psychotherapist","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":[0.0002255619,0.0002829336,0.0002658879,0.0007584507,0.000373612,0.0004805283,0.0001997213,0.0004753474,0.001262592],"category_scores_gemma":[0.001787935,0.0001439216,0.0003074064,0.0006636306,0.0002087929,0.0003499498,0.0002929784,0.0004597209,0.0001380696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270081,"about_ca_system_score_gemma":0.0001368154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005064525,"about_ca_topic_score_gemma":0.005764962,"domain_scores_codex":[0.9998841,0.00002173557,0.00002859897,0.00002338148,0.0000207891,0.00002143609],"domain_scores_gemma":[0.9989225,0.0002214803,0.000530739,0.00004552773,0.0001616127,0.000118134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005324673,0.00005548963,0.9945258,0.00002281304,0.00008817153,0.0004206976,0.00009858841,0.00005107977,0.0008024588,0.00001634262,0.00007298712,0.003312932],"study_design_scores_gemma":[0.000003073025,0.0000683508,0.9994473,0.00000241748,0.00001452538,0.0002662951,0.00006503874,0.00004612526,0.00002964848,0.00002058051,0.0000352163,0.0000012659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998589,0.0004926882,0.00006408643,0.00008394426,0.00001058454,0.000003215105,0.0001445224,0.000003409389,0.000608561],"genre_scores_gemma":[0.9994536,0.0001549112,0.00003891684,0.00002300618,0.00001689662,0.000002281299,0.0001483372,7.383238e-7,0.0001612102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005064525,"threshold_uncertainty_score":0.01007009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347601767112955,"score_gpt":0.3062247829452558,"score_spread":0.2714646062339603,"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."}}