{"id":"W4395959661","doi":"10.1016/j.biopsych.2024.02.766","title":"267. Clinical and Functional Efficacy of Long-Term Subcallosal Cingulate Deep Brain Stimulation for Treatment-Resistant Depression","year":2024,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Deep brain stimulation; Depression (economics); Treatment-resistant depression; Stimulation; Brain stimulation; Neuroscience; Clinical efficacy; Medicine; Psychology; Functional connectivity; Internal medicine; Major depressive disorder; Cognition","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":[0.0004150106,0.0002274815,0.0003916443,0.0001808164,0.0001435953,0.0002515331,0.0001957721,0.0003337627,0.01044753],"category_scores_gemma":[0.0007443643,0.00006733683,0.0003569822,0.0001554579,0.0001728518,0.0001512515,0.00007293393,0.0004749668,0.002032493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439949,"about_ca_system_score_gemma":0.0003230386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054771,"about_ca_topic_score_gemma":0.001979947,"domain_scores_codex":[0.9998608,0.000049659,0.00001868911,0.00001356798,0.00004061113,0.00001668031],"domain_scores_gemma":[0.9996924,0.0000902531,0.00006499658,0.0000179769,0.00007300734,0.00006133977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1612954,0.004699229,0.01272078,0.003878199,0.00117047,0.0006386297,0.00009693629,0.0003882458,0.04231139,0.000705607,0.01652776,0.7555674],"study_design_scores_gemma":[0.0662533,0.2632975,0.5505434,0.001709708,0.004171805,0.0039879,0.00029195,0.002468099,0.03567587,0.001449151,0.07002545,0.0001258462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8403767,0.09581497,0.001017222,0.004146605,0.002120079,0.0007563076,0.00286552,0.0002232744,0.05267928],"genre_scores_gemma":[0.9730295,0.01322548,0.0007437895,0.001113047,0.0006033917,0.0001947842,0.001484085,0.00001636775,0.00958942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044753,"threshold_uncertainty_score":0.03495049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267759243802876,"score_gpt":0.3693610049686992,"score_spread":0.3066834125306704,"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."}}