{"id":"W4386640524","doi":"10.31219/osf.io/uvazs","title":"Freezing of gait in Parkinson’s disease is related to imbalanced stopping-related cortical activity","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"European Regional Development Fund; Radboud Universitair Medisch Centrum; University of Twente; Parkinson's Foundation; European Commission; Radboud Universiteit","keywords":"Freezing behavior; SMA*; Psychology; Supplementary motor area; Neuroscience; Motor cortex; Premotor cortex; Cortex (anatomy); Gait; Prefrontal cortex; Parkinson's disease; Physical medicine and rehabilitation; Disease; Medicine; Computer science; Anatomy; Cognition; Functional magnetic resonance imaging; 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":[0.0002342901,0.0004062566,0.00027589,0.0005448527,0.0002068248,0.0002144878,0.000144415,0.0002432486,0.0006967985],"category_scores_gemma":[0.0007611474,0.0001640108,0.000218603,0.0002693042,0.0003864036,0.0001637708,0.0002765136,0.0002736559,0.00005958754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406406,"about_ca_system_score_gemma":0.00008851799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704155,"about_ca_topic_score_gemma":0.002281074,"domain_scores_codex":[0.9999009,0.00001297604,0.00001632276,0.00002735934,0.00002209927,0.00002028916],"domain_scores_gemma":[0.9994293,0.00008949841,0.0003377032,0.00003260845,0.00005159635,0.0000592979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002500135,0.000160633,0.8832001,0.0001331403,0.0002652678,0.00411279,0.0005635344,0.000516663,0.09080464,0.00007147509,0.0001873661,0.01748433],"study_design_scores_gemma":[0.000009783304,0.0002232238,0.9948024,0.00000681147,0.00003507524,0.003192099,0.00005354398,0.0002426059,0.001305129,0.00006848837,0.00005667331,0.000004093683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999369,0.0001875726,0.0002458026,0.00001057282,0.000002294672,0.000005754903,0.00003419399,0.000005727549,0.0001391732],"genre_scores_gemma":[0.9997166,0.00005403872,0.0001260823,0.000006660013,0.000003556108,0.000002395481,0.0000583928,8.977848e-7,0.00003137017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001704155,"threshold_uncertainty_score":0.003388464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929764075309193,"score_gpt":0.2530959693543045,"score_spread":0.2337983286012125,"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."}}