{"id":"W3127678637","doi":"10.1002/mds.28513","title":"Closed‐Loop Deep Brain Stimulation for Essential Tremor Based on Thalamic Local Field Potentials","year":2021,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council Canada; Rosetrees Trust; Medical Research Council; National Institute for Health and Care Research","keywords":"Essential tremor; Deep brain stimulation; Stimulation; Local field potential; Thalamic stimulator; Movement disorders; Neuroscience; Physical medicine and rehabilitation; Psychology; Functional electrical stimulation; Medicine; Parkinson's disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007516976,0.0002129664,0.0002802654,0.00007373127,0.0001177772,0.00002542226,0.0000610702,0.0001138703,0.0007878904],"category_scores_gemma":[0.0001547951,0.0001817934,0.0002511844,0.0001448341,0.00003926433,0.00003736484,0.00002580989,0.0001043468,0.00001952616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004438632,"about_ca_system_score_gemma":0.00005344316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004155941,"about_ca_topic_score_gemma":0.0001377398,"domain_scores_codex":[0.998604,0.00005559564,0.0002609766,0.0004611281,0.0002926885,0.0003255973],"domain_scores_gemma":[0.9992428,0.0002555413,0.00006749393,0.0002911184,0.00005016672,0.00009288721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01026019,0.02307454,0.1225252,0.0008344714,0.001283992,0.0006834412,0.0002873375,0.03949822,0.03443032,0.005412199,0.07492182,0.6867883],"study_design_scores_gemma":[0.06428498,0.01657708,0.162864,0.0002307683,0.001191974,8.793274e-7,0.0009510279,0.4469831,0.05329498,0.2496324,0.002617416,0.001371468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7339132,0.000215707,0.1964806,0.06317682,0.0004400052,0.001910858,0.00004053513,0.000130319,0.003691908],"genre_scores_gemma":[0.9331363,0.00002370034,0.0004056952,0.06500988,0.00004722916,0.0001058247,0.0003333437,0.00002749945,0.0009104921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6854168,"threshold_uncertainty_score":0.8626848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121769620163454,"score_gpt":0.2763574055175754,"score_spread":0.2651397093159408,"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."}}