{"id":"W2999301857","doi":"10.1016/j.jad.2020.01.058","title":"Rostral anterior cingulate glutamate predicts response to subcallosal deep brain stimulation for resistant depression","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; Hotchkiss Brain Institute; University of Calgary","funders":"Alberta Innovates - Health Solutions","keywords":"Glutamine; Glutamate receptor; Depression (economics); Major depressive disorder; Deep brain stimulation; Anterior cingulate cortex; Biomarker; Psychology; Treatment-resistant depression; Internal medicine; Hamilton Rating Scale for Depression; Oncology; Medicine; Psychiatry; Neuroscience; Amygdala; Biology; Parkinson's disease; Cognition","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":[0.0003199195,0.0003577128,0.0003787695,0.0001716761,0.0001861601,0.0003658606,0.0002163389,0.0005698153,0.001554193],"category_scores_gemma":[0.001713194,0.0001029643,0.0002827074,0.0001198859,0.0002526343,0.0001753795,0.0001378442,0.000586698,0.0002270815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130211,"about_ca_system_score_gemma":0.0001637941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478075,"about_ca_topic_score_gemma":0.006371662,"domain_scores_codex":[0.9998692,0.00004385255,0.00001438062,0.00002489189,0.0000289209,0.00001867997],"domain_scores_gemma":[0.9994536,0.0002170671,0.000160315,0.00003758054,0.00004473056,0.00008672064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0188062,0.001702702,0.907093,0.0001910685,0.0009020707,0.001447256,0.0002487219,0.001141099,0.03434109,0.0002386457,0.001115898,0.03277225],"study_design_scores_gemma":[0.0001672706,0.0009480948,0.9960427,0.00001520096,0.0001205037,0.0004740691,0.00009828266,0.0009491935,0.0008794988,0.0001242511,0.0001719788,0.000008978104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983025,0.000203988,0.00009210659,0.0001123268,0.00001521272,0.00003080237,0.00009672648,0.000007456896,0.001138935],"genre_scores_gemma":[0.9994571,0.00007424514,0.00007424252,0.0000666323,0.00000968216,0.00000837155,0.000109723,0.000001650773,0.0001984209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002478075,"threshold_uncertainty_score":0.005199313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228531908527619,"score_gpt":0.2900165955624373,"score_spread":0.2777312764771611,"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."}}