{"id":"W4375855765","doi":"10.1002/mds.29415","title":"Adaptive Deep Brain Stimulation: From Experimental Evidence Toward Practical Implementation","year":2023,"lang":"en","type":"review","venue":"Movement Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"National Institute of Neurological Disorders and Stroke; Parkinson Vereniging; University of California, San Francisco; Bundesministerium für Bildung und Forschung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Commission; Deutsche Forschungsgemeinschaft; Inselspital, Universitätsspital Bern; National Institutes of Health; Boston Scientific Corporation; National Science Foundation","keywords":"Deep brain stimulation; Brain stimulation; Neurophysiology; Neuroscience; Movement disorders; Computer science; Brain–computer interface; Clinical trial; Essential tremor; Medicine; Parkinson's disease; Physical medicine and rehabilitation; Disease; Psychology; Stimulation; Electroencephalography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0163922,0.001485559,0.001900334,0.0009375218,0.0003152944,0.004066426,0.003071224,0.003726059,0.004467209],"category_scores_gemma":[0.02923379,0.0005442561,0.0009421917,0.0009210478,0.0045057,0.003383599,0.002056528,0.004359055,0.0009165884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327141,"about_ca_system_score_gemma":0.003434916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106851,"about_ca_topic_score_gemma":0.000623189,"domain_scores_codex":[0.9949105,0.002079725,0.0008208488,0.0007158247,0.001301492,0.0001715818],"domain_scores_gemma":[0.9712738,0.024174,0.0009679508,0.001490033,0.001759951,0.0003342783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00140649,0.0005511046,0.001546605,0.03353934,0.0008030467,0.0004454549,0.0004733775,0.005024645,0.01443808,0.07689347,0.008237401,0.8566409],"study_design_scores_gemma":[0.001189059,0.01420575,0.01118999,0.06856716,0.003065652,0.002821091,0.001682992,0.01612571,0.04620174,0.3176449,0.5168148,0.0004911135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009258388,0.9199947,0.04167906,0.01483809,0.001263892,0.0003172075,0.0002592032,0.0001894771,0.01220006],"genre_scores_gemma":[0.1091453,0.8509192,0.03004513,0.005796282,0.001954099,0.0007234881,0.0003389181,0.00007447088,0.001003135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0163922,"threshold_uncertainty_score":0.08669126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2240359306443561,"score_gpt":0.4733004540634845,"score_spread":0.2492645234191284,"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."}}