{"id":"W3013381610","doi":"10.3389/fnhum.2020.00054","title":"Proceedings of the Seventh Annual Deep Brain Stimulation Think Tank: Advances in Neurophysiology, Adaptive DBS, Virtual Reality, Neuroethics and Technology","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Ontario Brain Institute; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Nursing Research; Medical Research Council; National Health and Medical Research Council; University of California, San Francisco; Rosetrees Trust; Georgia Clinical and Translational Science Alliance; McKnight Foundation; National Alliance for Research on Schizophrenia and Depression; Pediatric Epilepsy Research Foundation; Child Neurology Foundation; National Institute of Mental Health; State Government of Victoria; Australian Government; National Center for Advancing Translational Sciences; W. M. Keck Foundation; Michael J. Fox Foundation for Parkinson's Research; Henry M. Jackson Foundation; National Institutes of Health; Epilepsiatutkimussäätiö; U.S. Department of Health and Human Services; National Science Foundation","keywords":"Neuroethics; Deep brain stimulation; Neuromodulation; Transcranial direct-current stimulation; Neuroscience; Psychology; Engineering ethics; Virtual reality; Neurostimulation; Computer science; Medicine; Engineering; Human–computer interaction; Parkinson's disease","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":[0.016299,0.001546636,0.0009867238,0.002039155,0.004914263,0.0101878,0.00203036,0.01101587,0.02690864],"category_scores_gemma":[0.01912581,0.0005279872,0.001336894,0.0009938485,0.005394685,0.005650754,0.007012038,0.01731557,0.006760632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004701872,"about_ca_system_score_gemma":0.01270257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007678,"about_ca_topic_score_gemma":0.007916484,"domain_scores_codex":[0.9940765,0.00150329,0.0002829457,0.0005768323,0.002618691,0.0009417143],"domain_scores_gemma":[0.9802135,0.008117373,0.0008447472,0.0004982826,0.005019331,0.005306852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000139852,0.00006114127,0.0001251934,0.0003262238,0.00002700097,0.0002119299,0.0009220362,0.0001930189,0.001038119,0.01238465,0.941365,0.04320574],"study_design_scores_gemma":[0.00002727261,0.00006988956,0.0001929096,0.0004607778,0.00001801678,0.0001391273,0.001098439,0.0001920103,0.0005916721,0.01097505,0.9861962,0.00003872111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002428567,0.03221834,0.006787484,0.3876203,0.5334752,0.0002809791,0.0004852755,0.000258362,0.03644556],"genre_scores_gemma":[0.05297597,0.04829761,0.01394935,0.1018875,0.4010413,0.0008867958,0.001104675,0.0008090854,0.3790477],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02690864,"threshold_uncertainty_score":0.09001833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275441029440508,"score_gpt":0.2856745149809228,"score_spread":0.2629201046865178,"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."}}