{"id":"W2343802789","doi":"10.1002/hbm.23215","title":"Dynamic functional connectivity reveals altered variability in functional connectivity among patients with major depressive disorder","year":2016,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 Information and Communication Technologies; Instituto de Salud Carlos III; European Research Council; Institute of Infection and Immunity; European Commission","keywords":"Functional connectivity; Major depressive disorder; Neuroscience; Psychology; Dynamic functional connectivity; Physical medicine and rehabilitation; Medicine; Amygdala","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420644,0.0001699993,0.0002140961,0.000484014,0.0001547406,0.0001944748,0.0001130062,0.0002137442,0.0008477847],"category_scores_gemma":[0.0008285102,0.0001225984,0.0001094609,0.0002770559,0.0001577278,0.000134539,0.0001481496,0.0001553523,0.0001015785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270019,"about_ca_system_score_gemma":0.00006485143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107529,"about_ca_topic_score_gemma":0.002205608,"domain_scores_codex":[0.9999206,0.00001584807,0.00001175924,0.00002757657,0.00001196585,0.00001227858],"domain_scores_gemma":[0.9997962,0.00005469461,0.00008663247,0.00001521061,0.00001933373,0.00002799224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057639,0.0001746231,0.9103708,0.00006574887,0.0002855603,0.001713273,0.0009483633,0.0004042075,0.06323688,0.0001349549,0.00047488,0.02113304],"study_design_scores_gemma":[0.000007051081,0.00007405848,0.998382,0.00000155441,0.00001875569,0.0007946278,0.00006955611,0.0002183347,0.000321359,0.00004700459,0.00006355337,0.000002207484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996077,0.00005477544,0.000135975,0.00001574106,0.000001567939,0.000003162026,0.00006328626,0.000003153323,0.0001146257],"genre_scores_gemma":[0.9997149,0.00003685458,0.000100729,0.000008559674,0.000003385944,0.000003265205,0.00008840846,0.000001153505,0.00004280474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00107529,"threshold_uncertainty_score":0.002836108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577265763793117,"score_gpt":0.2407720732233733,"score_spread":0.2149994155854421,"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."}}