{"id":"W3194023557","doi":"10.3389/fpsyt.2021.730931","title":"Deep Brain Stimulation of the Habenula: Systematic Review of the Literature and Clinical Trial Registries","year":2021,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Habenula; Deep brain stimulation; Monoaminergic; Clinical trial; Psychology; Bipolar disorder; Major depressive disorder; Depression (economics); Neuromodulation; Medicine; Schizophrenia (object-oriented programming); Psychiatry; Neuroscience; Mood; Stimulation; Central nervous system; Internal medicine","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":[0.00052569,0.000243824,0.002928894,0.00005046737,0.00003519707,0.000009514016,0.0002226954,0.0003374588,0.000005573457],"category_scores_gemma":[0.001662748,0.0001055136,0.001055926,0.0005792707,0.0001623005,0.00001889618,0.00008399922,0.0005259429,2.380421e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228519,"about_ca_system_score_gemma":0.0002517935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001092907,"about_ca_topic_score_gemma":0.000003185001,"domain_scores_codex":[0.9967377,0.001108867,0.001461339,0.0003092904,0.0002695308,0.0001133091],"domain_scores_gemma":[0.9977744,0.0002306935,0.001091084,0.00081525,0.00005150821,0.0000370844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002179564,0.0003378143,0.003157646,0.957417,0.0004358916,0.000003837018,0.00002105963,7.52154e-8,1.457038e-9,0.0001107888,0.02373074,0.01456719],"study_design_scores_gemma":[0.005712667,0.0002820061,0.0004005375,0.9751563,0.005573216,0.00001487737,0.0000213919,0.00000472289,1.052053e-8,0.0009510051,0.0117848,0.00009844272],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000532432,0.9894232,0.00001917057,0.001081649,0.005177824,0.004140439,0.00002619727,0.000004336118,0.00007393968],"genre_scores_gemma":[0.00002364673,0.9982692,0.0004289279,0.0008837372,0.00009250024,0.00006244246,0.00003927095,0.00001729539,0.0001830014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01773933,"threshold_uncertainty_score":0.4302721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043313896026754,"score_gpt":0.3641394901540985,"score_spread":0.3337063511938309,"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."}}