{"id":"W4413751891","doi":"10.2139/ssrn.5405275","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":"SSRN Electronic Journal","topic":"Diversity and Impact of Dance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Algoma University; York University","funders":"","keywords":"Neuroplasticity; Neuroscience; Dance; Psychology; Functional connectivity; Parkinson's disease; Modulation (music); Physical medicine and rehabilitation; Disease; Medicine; Art; Internal medicine","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":[0.0001030229,0.0002833547,0.0002399597,0.0001675394,0.0001493857,0.0001526532,0.0000869148,0.0002568803,0.003057747],"category_scores_gemma":[0.0003244133,0.0001150751,0.000139751,0.0001274816,0.0002515854,0.0001275242,0.00015769,0.0002547,0.0001139087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289162,"about_ca_system_score_gemma":0.0001087248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032731,"about_ca_topic_score_gemma":0.001725195,"domain_scores_codex":[0.9999707,0.000008198416,0.000001849603,0.000007054742,0.000003450334,0.000008717627],"domain_scores_gemma":[0.9999424,0.00002732183,0.00001194792,0.00000411752,0.000004197298,0.00001000049],"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":[0.0309604,0.0009509249,0.02125578,0.0005666606,0.0004133951,0.001354419,0.000621625,0.0007939246,0.8422885,0.0002481996,0.0006523745,0.09989384],"study_design_scores_gemma":[0.0004946483,0.003989444,0.979386,0.00004140184,0.0002396736,0.0006649704,0.0003033106,0.0006493232,0.01310366,0.0004727343,0.000645996,0.000008722871],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972662,0.001196526,0.0001956978,0.0001266165,0.00001362339,0.00001060084,0.00008797787,0.000006425298,0.001096357],"genre_scores_gemma":[0.9985588,0.000481493,0.0001232984,0.00003997132,0.00002068593,0.00001698582,0.00004415267,0.000003263763,0.0007112671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003057747,"threshold_uncertainty_score":0.01022917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131807742077634,"score_gpt":0.2626151917643728,"score_spread":0.2494344175566094,"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."}}