{"id":"W4392018844","doi":"10.3389/fnhum.2024.1320806","title":"Proceedings of the 11th Annual Deep Brain Stimulation Think Tank: pushing the forefront of neuromodulation with functional network mapping, biomarkers for adaptive DBS, bioethical dilemmas, AI-guided neuromodulation, and translational advancements","year":2024,"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":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Janssen Pharmaceuticals; National Institute of Neurological Disorders and Stroke; National Institute of Nursing Research; National Institute of Mental Health; Central Research Institute, Fukuoka University; Japan Society for the Promotion of Science; National Center for Advancing Translational Sciences; Medical Research Council; Intellectual and Developmental Disabilities Research Center; Idorsia Pharmaceuticals; Fukuoka University; Parkinson Alliance; Bundesministerium für Bildung und Forschung; Japan Agency for Medical Research and Development; Deutsche Forschungsgemeinschaft; University of Florida Foundation; Association France Parkinson; University of Florida; European Commission; Wellcome Trust; Hope Center for Neurological Disorders; Vanderbilt University; EU Joint Programme – Neurodegenerative Disease Research; Eisai; National Institute of Biomedical Imaging and Bioengineering; Ipsen; Jazz Pharmaceuticals; Boston Scientific Corporation; Harmony Biosciences; Defense Advanced Research Projects Agency; Bachmann-Strauss Dystonia and Parkinson Foundation; Parkinson's Foundation; Neurocrine Biosciences; National Institutes of Health; Hope for Depression Research Foundation; Sunovion; Abbott Laboratories","keywords":"Neuromodulation; Deep brain stimulation; Neuroscience; Neuroethics; Psychology; Medicine; Parkinson's disease; Disease; Stimulation","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":[0.005569489,0.001378236,0.0007447994,0.00128763,0.001763127,0.005613509,0.001315434,0.004522003,0.02037201],"category_scores_gemma":[0.006200925,0.0004684674,0.000948431,0.0005326173,0.002268643,0.003752845,0.002785225,0.007305063,0.006328889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521765,"about_ca_system_score_gemma":0.003470646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878136,"about_ca_topic_score_gemma":0.006721276,"domain_scores_codex":[0.9982551,0.0004517755,0.00008460371,0.0002237471,0.0007261126,0.0002585888],"domain_scores_gemma":[0.9948416,0.001508449,0.0001888954,0.0001821409,0.001573424,0.001705515],"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":[0.0001641054,0.00007610796,0.0002378686,0.0002095135,0.00003943593,0.0002051829,0.0001701728,0.0003146997,0.001010466,0.004832748,0.9173102,0.0754296],"study_design_scores_gemma":[0.00003905013,0.0001107571,0.0006430936,0.0003449179,0.00003238595,0.0002954786,0.0002606904,0.0006641786,0.0008026544,0.01292931,0.9838386,0.0000388901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.006312734,0.0948007,0.02887245,0.3032911,0.4835987,0.0003763033,0.0008414614,0.0007395411,0.08116704],"genre_scores_gemma":[0.05035188,0.09554329,0.019759,0.04288293,0.3471209,0.0007319967,0.001412561,0.000795624,0.4414017],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02037201,"threshold_uncertainty_score":0.06815112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283818733924638,"score_gpt":0.2789622141856578,"score_spread":0.2461240268464114,"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."}}