{"id":"W4200233289","doi":"10.1016/j.pnpbp.2021.110507","title":"Electrophysiological correlates and predictors of the antidepressant response to repeated ketamine infusions in treatment-resistant depression","year":2021,"lang":"en","type":"article","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Ketamine; Treatment-resistant depression; Major depressive disorder; Antidepressant; Anesthesia; Anterior cingulate cortex; Midazolam; Crossover study; Depression (economics); Electroencephalography; Psychology; Medicine; Hippocampus; Psychiatry; Neuroscience; Cognition; Sedation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229008,0.0003163079,0.0006010627,0.0001780601,0.0001133713,0.00001029248,0.0001426834,0.0003503482,0.00005091379],"category_scores_gemma":[0.0002970901,0.0001699622,0.000106825,0.0006003212,0.0004429187,0.00003892868,0.0002553282,0.0004673198,0.000001452737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003699299,"about_ca_system_score_gemma":0.00008816984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005072407,"about_ca_topic_score_gemma":0.00001505699,"domain_scores_codex":[0.997173,0.0008665496,0.000570257,0.0008241917,0.0001540277,0.0004120244],"domain_scores_gemma":[0.9987145,0.0005453957,0.0001535364,0.0003439031,0.00005179851,0.0001908494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02858696,0.001812341,0.86825,0.00002887272,0.00005227871,0.0002633419,0.00005065423,0.000004807211,0.09762197,0.00001861535,0.000131842,0.003178384],"study_design_scores_gemma":[0.00785515,0.003499512,0.9857275,0.0002277385,0.00008919702,0.0001357335,0.00003436834,0.00006196041,0.001721359,0.0002472708,0.0002450606,0.0001551689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850606,0.008380119,0.000001011613,0.004822647,0.0006308617,0.0009743902,0.00002202329,0.00005267962,0.00005562272],"genre_scores_gemma":[0.9961301,0.002293751,0.0003159334,0.0009762324,0.00006063688,0.0001488667,0.00001389017,0.0000155762,0.0000449831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174776,"threshold_uncertainty_score":0.6930858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340799675057184,"score_gpt":0.3019149020118723,"score_spread":0.2885069052613004,"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."}}