{"id":"W3091805700","doi":"10.1038/s41598-020-74103-y","title":"Modulation of functional network properties in major depressive disorder following electroconvulsive therapy (ECT): a resting-state EEG analysis","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Electroencephalography; Electroconvulsive therapy; Major depressive disorder; Resting state fMRI; Neurophysiology; Neuroscience; Psychology; Functional connectivity; Alpha (finance); Medicine; Clinical psychology; Cognition; Psychometrics","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":[0.0001420845,0.0001434425,0.0001441457,0.0003226893,0.00007918953,0.0001847261,0.0001119523,0.000140585,0.0005904174],"category_scores_gemma":[0.0007007776,0.00004838734,0.0001002393,0.0002942614,0.0001270161,0.000149253,0.0001151522,0.0001235949,0.00008322568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029412,"about_ca_system_score_gemma":0.00007565119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050058,"about_ca_topic_score_gemma":0.00262449,"domain_scores_codex":[0.9999496,0.00001555326,0.000003461067,0.00001377186,0.000009769453,0.000007870636],"domain_scores_gemma":[0.9998589,0.00004800798,0.00004200961,0.00001383925,0.00002136873,0.00001593943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002608339,0.0003812274,0.5698234,0.0002890147,0.0005400587,0.001594134,0.001058618,0.0037187,0.2722104,0.0004674227,0.001069329,0.1462394],"study_design_scores_gemma":[0.000008147814,0.0002605095,0.9953144,0.000003590295,0.00003421738,0.0004458114,0.00008585743,0.001918887,0.001588126,0.0001545487,0.0001808945,0.000004952165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979673,0.0001209896,0.001386186,0.00002489639,0.000002396511,0.0000117476,0.0001714363,0.00001184148,0.0003030835],"genre_scores_gemma":[0.9988533,0.0001124271,0.0006001077,0.00001013679,0.000004350964,0.00001464487,0.0002708244,0.000002785297,0.0001312931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001050058,"threshold_uncertainty_score":0.002087891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520787308664039,"score_gpt":0.2469937383583966,"score_spread":0.2117858652717562,"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."}}