{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000874756,0.000153767,0.0002981037,0.0001441571,0.0001074957,0.000009858689,0.0002616165,0.0000978098,0.000001120038],"category_scores_gemma":[0.0007011413,0.0001119768,0.00003334044,0.000992779,0.0009995258,0.0002209712,0.0002249778,0.0005009907,1.015965e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001765984,"about_ca_system_score_gemma":0.00002746818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006492225,"about_ca_topic_score_gemma":0.000009223114,"domain_scores_codex":[0.9986315,0.00006266032,0.0002764458,0.0005507967,0.0002351414,0.0002434049],"domain_scores_gemma":[0.9995719,0.00004728336,0.000142444,0.0001183636,0.00005202554,0.00006800322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006487792,0.0006995253,0.9183028,0.0001156033,0.000006288612,0.0001454167,0.002472777,0.003467089,0.05724544,0.00795177,0.0006666047,0.008277941],"study_design_scores_gemma":[0.002768426,0.006440001,0.9161547,0.00008273126,0.00003026844,0.00001722273,0.001565345,0.04345464,0.001151781,0.02774459,0.0003504855,0.0002397404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903754,0.0001938805,0.0003223861,0.008188774,0.0001817287,0.0005606563,0.00001113816,0.00003780107,0.0001282217],"genre_scores_gemma":[0.9957321,0.0001570935,0.0001459828,0.003907942,0.00001320426,0.00001065147,8.330565e-7,0.0000104046,0.00002180358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05609366,"threshold_uncertainty_score":0.4566281,"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."}}