{"id":"W4388182190","doi":"10.21203/rs.3.rs-3433968/v1","title":"Clinical Symptoms and Neuroanatomical Substrates of Daytime Sleepiness in Parkinson’s Disease","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal General Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; École de Technologie Supérieure; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec à Montréal","funders":"","keywords":"Excessive daytime sleepiness; Parkinson's disease; Epworth Sleepiness Scale; Psychology; Putamen; Daytime; Medicine; Audiology; Disease; Internal medicine; Neuroscience; Polysomnography; Sleep disorder; Electroencephalography; Cognition","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":[0.0002733764,0.0002403102,0.000191916,0.0003690771,0.0001247161,0.0004920766,0.0001211475,0.0001875519,0.002066975],"category_scores_gemma":[0.0009051097,0.00008062924,0.0001118598,0.0002500742,0.0003442962,0.0002713085,0.0001784369,0.00021409,0.0002384342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731583,"about_ca_system_score_gemma":0.0001707124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000766222,"about_ca_topic_score_gemma":0.0006715638,"domain_scores_codex":[0.9999568,0.00001437116,0.000004300734,0.000007915465,0.00001125588,0.000005350491],"domain_scores_gemma":[0.9997926,0.00008837217,0.00004968484,0.00001130508,0.00002509625,0.00003279911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00889362,0.00055941,0.6748685,0.001112673,0.0005393598,0.01074713,0.001469517,0.001312514,0.08326156,0.006417835,0.009332953,0.201485],"study_design_scores_gemma":[0.0001044356,0.0002864188,0.9837914,0.00003851391,0.00006557175,0.003869333,0.0004812534,0.0007634782,0.00182784,0.006612301,0.002149828,0.000009684202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797776,0.008415869,0.0005366493,0.001097397,0.00009370909,0.00001792005,0.0005045109,0.00001874246,0.00953763],"genre_scores_gemma":[0.9966852,0.001502736,0.0002579444,0.00004633831,0.00009752416,0.000007299706,0.0002855592,0.000005939727,0.001111533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066975,"threshold_uncertainty_score":0.006914675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025361049166396,"score_gpt":0.4333370186737068,"score_spread":0.3308009137570672,"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."}}