{"id":"W4362521297","doi":"10.1038/s41398-023-02398-2","title":"Abnormal global signal topography of self modulates emotion dysregulation in major depressive disorder","year":2023,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Canadian Institutes of Health Research; University of Ottawa","keywords":"Major depressive disorder; Psychology; Cognitive reappraisal; Brain activity and meditation; Schizophrenia (object-oriented programming); Borderline personality disorder; Neuroscience; Cognition; Clinical psychology; Electroencephalography; Psychiatry","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":[0.00009293664,0.0001476898,0.0001363294,0.0001339404,0.00004896977,0.0001535008,0.00006696772,0.0001131447,0.0007004484],"category_scores_gemma":[0.0003681884,0.00007110343,0.0001068123,0.0000711094,0.0001228477,0.00009360628,0.0001272903,0.0001698636,0.0000640688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007941435,"about_ca_system_score_gemma":0.00005510167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006576427,"about_ca_topic_score_gemma":0.001410187,"domain_scores_codex":[0.9999697,0.000006602442,0.000001743798,0.000009836757,0.000005500184,0.000006606486],"domain_scores_gemma":[0.9999206,0.00001935386,0.00002912416,0.000008199419,0.000009173104,0.0000135349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00153811,0.0001914102,0.1358195,0.0001516246,0.000215701,0.0004215938,0.0005695309,0.001288069,0.8169749,0.0003363874,0.0004811235,0.04201211],"study_design_scores_gemma":[0.000008405715,0.0001394232,0.9941171,0.000002977447,0.00002995489,0.0001816801,0.00004534905,0.001168532,0.004005216,0.000194021,0.0001039811,0.000003254964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982635,0.0000888915,0.00120224,0.00003450827,0.000002272798,0.000006531863,0.00008085771,0.00001675086,0.0003043978],"genre_scores_gemma":[0.9990807,0.00005995086,0.0005531398,0.00001977147,0.00000394168,0.000006320853,0.00007071379,0.000005325581,0.0002002099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007004484,"threshold_uncertainty_score":0.002343237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151940435208397,"score_gpt":0.2580054013605182,"score_spread":0.2428113578396786,"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."}}