{"id":"W4407933825","doi":"10.1016/j.brs.2024.12.945","title":"Subthalamic local field potential dynamics during motor cortex and basal ganglia transcranial ultrasound stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Subthalamic nucleus; Basal ganglia; Neuroscience; Motor cortex; Local field potential; Stimulation; Deep brain stimulation; Psychology; Medicine; Parkinson's disease; Central nervous system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005137521,0.0001493467,0.0001942252,0.0001035529,0.0001267102,0.00002694593,0.00003172506,0.000147002,0.0000899877],"category_scores_gemma":[0.0001097877,0.0001373178,0.00007127851,0.0001390376,0.00005260379,0.00008587827,0.00001345839,0.000129856,0.000005074522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005954588,"about_ca_system_score_gemma":0.0000253289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005022777,"about_ca_topic_score_gemma":0.00002849859,"domain_scores_codex":[0.9991198,0.00003869362,0.0002166834,0.0002924001,0.0001564329,0.0001760059],"domain_scores_gemma":[0.9995063,0.0002192476,0.00004155332,0.0001259314,0.00004540254,0.00006156731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00971966,0.001417886,0.676384,0.0005101709,0.0003938174,0.0004158209,0.0002868807,0.01398881,0.2552681,0.002173645,0.000750238,0.03869091],"study_design_scores_gemma":[0.004164797,0.000439053,0.8283305,0.00003199492,0.0001190079,0.000004894765,0.00001962307,0.1613915,0.000260924,0.005141376,0.000003899009,0.00009246944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538766,0.00005386329,0.04310644,0.001832577,0.0001463439,0.0005112391,0.00001542465,0.00007250808,0.0003850689],"genre_scores_gemma":[0.9976307,0.00001117782,0.0001923696,0.001349306,0.00004965808,0.000009092134,0.000134039,0.00001297792,0.0006106439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2550072,"threshold_uncertainty_score":0.5599657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005539332784888314,"score_gpt":0.2509770020560562,"score_spread":0.2454376692711679,"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."}}