{"id":"W4322696046","doi":"10.1159/000478025","title":"The History and Future of Ablative Neurosurgery for Major Depressive Disorder","year":2017,"lang":"en","type":"article","venue":"Stereotactic and Functional Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ablative case; Medicine; Neurosurgery; Deep brain stimulation; Depression (economics); Treatment-resistant depression; Major depressive disorder; Focused ultrasound; Mood; Internal medicine; Psychiatry; Radiation therapy; Radiology; Ultrasound","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":[0.003184007,0.0004052999,0.0007094828,0.002959042,0.0004816534,0.001729232,0.0006975221,0.001809581,0.006385799],"category_scores_gemma":[0.005705085,0.0001607942,0.0006734719,0.002405672,0.001865996,0.003395891,0.0008030231,0.00231171,0.001285642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899889,"about_ca_system_score_gemma":0.002535578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229827,"about_ca_topic_score_gemma":0.004720656,"domain_scores_codex":[0.9992655,0.0003190886,0.0001406269,0.00007446915,0.0001567056,0.00004346797],"domain_scores_gemma":[0.9941419,0.00411601,0.0005334287,0.0001905848,0.0007512213,0.0002668102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000247134,0.0001046943,0.001148681,0.009570581,0.0001050583,0.0004190218,0.0002684808,0.0002989711,0.0004517898,0.01625498,0.04854802,0.9225826],"study_design_scores_gemma":[0.00006415085,0.0004092769,0.006130016,0.02655203,0.0002369968,0.002953184,0.000750091,0.0003928742,0.0004018336,0.02182937,0.940217,0.00006330499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003825962,0.984933,0.0001496409,0.01112361,0.0008022544,0.000003972244,0.00003082747,0.00001100432,0.002563081],"genre_scores_gemma":[0.005328623,0.9874271,0.0005593658,0.004078763,0.002012718,0.00001262528,0.00002993745,0.00000654094,0.0005444415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006385799,"threshold_uncertainty_score":0.02136266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720666723345972,"score_gpt":0.2514210605742176,"score_spread":0.2242143933407579,"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."}}