{"id":"W3193719734","doi":"10.1111/ner.13520","title":"Local Field Potential-Based Programming: A Proof-of-Concept Pilot Study","year":2021,"lang":"en","type":"article","venue":"Neuromodulation Technology at the Neural Interface","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; Ontario Brain Institute; Hospital for Sick Children; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University of Toronto; University Health Network","keywords":"Local field potential; Deep brain stimulation; Dystonia; Globus pallidus; Medicine; Proof of concept; Computer science; Neuroscience; Physical medicine and rehabilitation; Psychology; Parkinson's disease; Basal ganglia; Disease; Internal medicine; Central nervous system","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":[0.00120958,0.0009529722,0.0004199803,0.0002351719,0.0001812678,0.0004730246,0.001347731,0.0009201067,0.003534494],"category_scores_gemma":[0.0009535144,0.0001794614,0.0004353055,0.0001198955,0.0004547594,0.0006237743,0.0004304284,0.0008477176,0.0008922308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077036,"about_ca_system_score_gemma":0.0004834139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990182,"about_ca_topic_score_gemma":0.0002433305,"domain_scores_codex":[0.9994948,0.0001242611,0.00002478206,0.00009685328,0.0001811009,0.0000781728],"domain_scores_gemma":[0.9994272,0.0001362387,0.0001213082,0.0000570159,0.0001360528,0.0001222822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001279515,0.003637751,0.001225446,0.001162893,0.0001403906,0.001209251,0.0003069598,0.002658071,0.9460139,0.0007687221,0.003548895,0.03804811],"study_design_scores_gemma":[0.002154131,0.08351056,0.006934124,0.0001487524,0.0002477658,0.003342307,0.000232628,0.01934547,0.8530543,0.0005649041,0.03036815,0.00009691624],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8311574,0.002151667,0.1508351,0.001010516,0.0003992086,0.005446631,0.001300219,0.001464896,0.006234245],"genre_scores_gemma":[0.9030952,0.001168731,0.08673447,0.0004264249,0.00009583692,0.002647801,0.0006740652,0.0002133057,0.004944145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003534494,"threshold_uncertainty_score":0.01182407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307322861308525,"score_gpt":0.2970930689694857,"score_spread":0.2663607828386332,"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."}}