{"id":"W4412994557","doi":"10.21203/rs.3.rs-7293351/v1","title":"The effects of 12 weeks of Cardiovascular Exercise on Sleep Architecture and Corticospinal Excitability in Parkinson’s Disease: a mechanistic insight","year":2025,"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; McGill University","funders":"Fonds de Recherche du Québec - Santé; Fondation Brain Canada","keywords":"Parkinson's disease; Neuroscience; Disease; Sleep architecture; Physical medicine and rehabilitation; Sleep (system call); Medicine; Psychology; Internal medicine; Computer science; Electroencephalography; Polysomnography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002915866,0.0005297707,0.001108684,0.0002052414,0.0002682912,0.0003621481,0.0003045503,0.0006826268,0.003574907],"category_scores_gemma":[0.0003773503,0.0001761042,0.0006397259,0.0001893825,0.0004483181,0.000398908,0.0004546614,0.0009699442,0.0003868618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840329,"about_ca_system_score_gemma":0.0003083845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525298,"about_ca_topic_score_gemma":0.003215353,"domain_scores_codex":[0.9998878,0.00002163845,0.000008281974,0.00003438337,0.000006888383,0.00004104728],"domain_scores_gemma":[0.999836,0.00003413808,0.00001980414,0.00002840182,0.00001645611,0.00006521946],"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":[0.3958998,0.027809,0.01306065,0.001359585,0.001207731,0.0003873975,0.0006639379,0.001171789,0.4241161,0.0003169311,0.001204483,0.1328025],"study_design_scores_gemma":[0.014001,0.1932163,0.7130585,0.0005242959,0.002180254,0.0002682887,0.001313581,0.002447981,0.06355618,0.002436012,0.006855309,0.0001423253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973001,0.001416154,0.000311501,0.0001755445,0.00009781923,0.00003633224,0.0002615348,0.0000145718,0.0003865458],"genre_scores_gemma":[0.9940808,0.001286929,0.0006787072,0.0001225088,0.00008912581,0.0002238517,0.0003522105,0.00001384857,0.003152075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003574907,"threshold_uncertainty_score":0.01195925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201066046737397,"score_gpt":0.3165858277794844,"score_spread":0.2964792231057447,"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."}}