{"id":"W2967453663","doi":"10.1136/jnnp-2019-321140","title":"Subthalamic suppression defines therapeutic threshold of deep brain stimulation in Parkinson’s disease","year":2019,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Toronto Rehabilitation Institute; Krembil Foundation; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University Health Network; Dystonia Medical Research Foundation","keywords":"Subthalamic nucleus; Deep brain stimulation; Stimulation; Parkinson's disease; Neuroscience; Pulse (music); Premovement neuronal activity; Medicine; Psychology; Physics; Internal medicine; Disease","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":[0.0003332041,0.0002339399,0.0003225014,0.0002181672,0.00006997625,0.000239368,0.0001127661,0.0003496242,0.0008863439],"category_scores_gemma":[0.001266827,0.00005719332,0.0001110084,0.0001002549,0.0003140272,0.0002097143,0.0001904831,0.0002412178,0.0001413298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001912472,"about_ca_system_score_gemma":0.0001652172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003591594,"about_ca_topic_score_gemma":0.0003397478,"domain_scores_codex":[0.9998409,0.00003366569,0.00002509765,0.00002375034,0.00005566926,0.00002088959],"domain_scores_gemma":[0.9996678,0.000160752,0.00007800863,0.00001258533,0.00003709782,0.00004382745],"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":[0.00316701,0.0001719598,0.04765509,0.0002310001,0.00004595394,0.0006838607,0.0002758207,0.001449313,0.8943221,0.0003492241,0.0001448523,0.05150391],"study_design_scores_gemma":[0.0001347952,0.006489152,0.7461278,0.00009102016,0.0001447103,0.00689869,0.0003155667,0.00909123,0.2271937,0.001641082,0.001841168,0.00003103259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931788,0.002023649,0.003500818,0.00004772345,0.000008079071,0.0000217311,0.00004945144,0.00003155657,0.001138222],"genre_scores_gemma":[0.9992144,0.0001950926,0.0004392423,0.00001943753,0.000003508182,0.000009461637,0.0000393232,0.000002390021,0.00007703676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008863439,"threshold_uncertainty_score":0.002965152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543309185870224,"score_gpt":0.2694340925998417,"score_spread":0.2540010007411395,"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."}}