{"id":"W4372342693","doi":"10.1016/j.brainres.2023.148394","title":"Volitional control of beta activities in Parkinson’s disease patients","year":2023,"lang":"en","type":"article","venue":"Brain Research","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Subthalamic nucleus; Neurofeedback; Basal ganglia; Beta Rhythm; Parkinson's disease; Dopaminergic; Neuroscience; BETA (programming language); Striatum; Psychology; Deep brain stimulation; Physical medicine and rehabilitation; Medicine; Disease; Dopamine; Electroencephalography; Internal medicine; Central nervous system; Computer science","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":[0.0002295724,0.0002819147,0.0003295012,0.0003706625,0.0002470079,0.0004238619,0.0001311571,0.0002970777,0.001193337],"category_scores_gemma":[0.001303918,0.00008714925,0.0001629558,0.0003089071,0.0001529942,0.0002390093,0.0001818093,0.0002935555,0.000116308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250088,"about_ca_system_score_gemma":0.0001286397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834602,"about_ca_topic_score_gemma":0.002640222,"domain_scores_codex":[0.9998763,0.00003572857,0.0000208158,0.00002186498,0.00002229485,0.00002297378],"domain_scores_gemma":[0.9995527,0.0001604866,0.0001405294,0.00002023295,0.00003591265,0.00009023265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005346424,0.0007063418,0.9234447,0.0001051814,0.000324419,0.001487294,0.0006247871,0.0005465129,0.005871288,0.0001910187,0.0004951727,0.0608568],"study_design_scores_gemma":[0.00005114546,0.0006139379,0.9975062,0.00001096674,0.00004718544,0.0007046079,0.0001396268,0.0003607756,0.0002290651,0.0001394779,0.0001922894,0.000004828841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997659,0.0005832163,0.00006763417,0.00005075294,0.000007187494,0.000003816088,0.00004610508,0.000003444656,0.001578964],"genre_scores_gemma":[0.9995354,0.0001389516,0.00003391374,0.0000210057,0.000006877168,0.00000313188,0.00006315604,7.77544e-7,0.0001966722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834602,"threshold_uncertainty_score":0.00399214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07519475075355954,"score_gpt":0.3803685686232632,"score_spread":0.3051738178697037,"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."}}