{"id":"W4310081569","doi":"10.1002/mds.29276","title":"Long‐Term Recording of Subthalamic Aperiodic Activities and Beta Bursts in Parkinson's Disease","year":2022,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; York University; University Health Network","funders":"Deutsche Forschungsgemeinschaft; Canadian Institutes of Health Research; Medtronic","keywords":"Aperiodic graph; Dopaminergic; Parkinson's disease; Deep brain stimulation; Subthalamic nucleus; Local field potential; Neuroscience; Levodopa; Medicine; Psychology; Dopamine; Internal medicine; Mathematics; 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":[0.0002778391,0.0001443386,0.0002059453,0.0003571029,0.0001345434,0.0001734371,0.0001028065,0.0001668522,0.0003381838],"category_scores_gemma":[0.0005649902,0.00006301172,0.0001106824,0.0002387137,0.000138741,0.0001406444,0.0001751711,0.0001396965,0.00007824515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008174936,"about_ca_system_score_gemma":0.00007675894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004568038,"about_ca_topic_score_gemma":0.001008987,"domain_scores_codex":[0.9999099,0.00002145172,0.00001077038,0.00002176864,0.00002642797,0.000009646214],"domain_scores_gemma":[0.9997332,0.00006790463,0.00008262949,0.00002312453,0.00006043216,0.0000327539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002408189,0.000194361,0.5326433,0.0002225608,0.0001489802,0.001040348,0.0006458778,0.001029902,0.3519768,0.00006143656,0.0001955855,0.1094326],"study_design_scores_gemma":[0.0000159465,0.0006780304,0.9816886,0.00001276797,0.00006237206,0.001380058,0.0001233843,0.001734847,0.01390934,0.00007030452,0.0003165027,0.000007714444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982388,0.0002733102,0.001256285,0.000007375837,0.000002825761,0.000008002944,0.00006400381,0.000005927951,0.0001433793],"genre_scores_gemma":[0.9984556,0.0001781558,0.001127427,0.000008047501,0.000007925396,0.00001813072,0.0001159095,0.000002184526,0.00008657417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004568038,"threshold_uncertainty_score":0.001469314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197308274534028,"score_gpt":0.2420500433385216,"score_spread":0.2300769605931813,"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."}}