{"id":"W4318315749","doi":"10.3389/fnhum.2022.1084782","title":"Proceedings of the 10th annual deep brain stimulation think tank: Advances in cutting edge technologies, artificial intelligence, neuromodulation, neuroethics, interventional psychiatry, and women in neuromodulation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Deafness and Other Communication Disorders; Queensland Brain Institute; National Center for Advancing Translational Sciences; Medical Research Council; University of California, San Francisco; Hope for Depression Research Foundation; Rosetrees Trust; National Institutes of Health; Deutsche Forschungsgemeinschaft; National Institute of Neurological Disorders and Stroke; Weill Institute for Neurosciences, University of California, San Francisco; National Institute of Mental Health; National Institute of Nursing Research; National Institute for Health and Care Research; European Commission; University of Florida Foundation; Parkinson's Foundation; Thiemann Stiftung; Bachmann-Strauss Dystonia and Parkinson Foundation; Wellcome Trust; Parkinson Alliance; University of Queensland; Michael J. Fox Foundation for Parkinson's Research; Canadian Institutes of Health Research; National Science Foundation","keywords":"Neuromodulation; Deep brain stimulation; Neuroethics; Neuroscience; Enhanced Data Rates for GSM Evolution; Psychology; Cognitive science; Medicine; Artificial intelligence; Computer science; Stimulation; Internal medicine; Parkinson's disease","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":[0.007563095,0.001802118,0.0009721409,0.001613995,0.002923559,0.006198075,0.001631859,0.006811776,0.03176121],"category_scores_gemma":[0.008101988,0.0005653212,0.00125398,0.0007956022,0.001902603,0.004426236,0.003591646,0.01083796,0.008466341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099585,"about_ca_system_score_gemma":0.006096723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244608,"about_ca_topic_score_gemma":0.008989068,"domain_scores_codex":[0.9970008,0.0006816096,0.000173434,0.000335636,0.00132026,0.0004884097],"domain_scores_gemma":[0.9903374,0.002353312,0.0004088746,0.0001817097,0.002573836,0.004144877],"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":[0.00009394123,0.00007656992,0.0001356857,0.0002363651,0.00001822279,0.0001636484,0.0002205717,0.00007979762,0.0004897817,0.001310336,0.9481547,0.04902047],"study_design_scores_gemma":[0.00003358483,0.0001075742,0.0005293704,0.0005975328,0.00002510592,0.000287543,0.0004987202,0.0001682063,0.0003735483,0.003401878,0.993946,0.00003096025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002315297,0.09457137,0.00411531,0.2618009,0.6003792,0.0002623994,0.000328104,0.0002743104,0.03595323],"genre_scores_gemma":[0.0271433,0.1106809,0.006253262,0.06980554,0.4281376,0.0006522256,0.0009877254,0.0005901475,0.3557494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03176121,"threshold_uncertainty_score":0.1062518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481681083310914,"score_gpt":0.300884659170558,"score_spread":0.2760678483374489,"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."}}