{"id":"W4412167402","doi":"10.1101/2025.07.03.25330757","title":"Neuroplastic Effects of Dance Training in Parkinson’s Disease: Functional and Structural Modulation in Speech-Related Brain Regions","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Parkinson's Clinic of Eastern Toronto & Movement Disorders Centre; Algoma University; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Parkinson Canada","keywords":"Neuroplasticity; Neuroscience; Functional connectivity; Parkinson's disease; Psychology; Dance; Physical medicine and rehabilitation; Disease; Medicine; Internal medicine; Art","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":[0.0001112687,0.0003045085,0.0002307574,0.0002003664,0.0001665029,0.0001567553,0.00008648603,0.0002222741,0.001201391],"category_scores_gemma":[0.0002237897,0.00008677923,0.0001833052,0.00009831405,0.0001947632,0.0001003847,0.0001613075,0.000215207,0.00008185647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285892,"about_ca_system_score_gemma":0.0001189668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122057,"about_ca_topic_score_gemma":0.002460446,"domain_scores_codex":[0.9999641,0.00001027644,0.000002873223,0.00001055211,0.000003555069,0.000008665533],"domain_scores_gemma":[0.9999467,0.00001195129,0.0000159289,0.000003885653,0.000009018162,0.00001236115],"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":[0.01337098,0.002032333,0.05119818,0.001318723,0.0007039739,0.0009365329,0.0008132658,0.00106872,0.7838489,0.0001034953,0.0008505389,0.1437543],"study_design_scores_gemma":[0.0002741968,0.005644319,0.9732906,0.00007707207,0.0003249969,0.0004278263,0.0003486373,0.0009733438,0.01728526,0.0002336448,0.0011083,0.00001171285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971576,0.001840088,0.0002370948,0.00007295839,0.00001160054,0.0000173598,0.00008634337,0.00001136495,0.0005656138],"genre_scores_gemma":[0.9984862,0.0006220547,0.0002966938,0.00003556085,0.000009503839,0.00003757694,0.00006472485,0.000002300767,0.000445399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001201391,"threshold_uncertainty_score":0.004019082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905996558584032,"score_gpt":0.2624497864453293,"score_spread":0.243389820859489,"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."}}