{"id":"W2108337682","doi":"10.1002/hbm.20426","title":"A meta‐analytic study of changes in brain activation in depression","year":2007,"lang":"en","type":"review","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":911,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Neuroscience; Psychology; Dorsolateral prefrontal cortex; Insula; Anterior cingulate cortex; Precuneus; Brain activity and meditation; Basal ganglia; Superior frontal gyrus; Neuroimaging; Prefrontal cortex; Parahippocampal gyrus; Cerebellum; Depression (economics); Resting state fMRI; Functional magnetic resonance imaging; Electroencephalography; Temporal lobe; Central nervous system; Cognition; Epilepsy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01637184,0.001708212,0.007839063,0.003498583,0.0003301404,0.001827293,0.001694084,0.001333562,0.001776713],"category_scores_gemma":[0.03655438,0.0007890663,0.01346424,0.005507516,0.000418498,0.0007756157,0.0007217946,0.001036276,0.0001721239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326617,"about_ca_system_score_gemma":0.001808862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471594,"about_ca_topic_score_gemma":0.004771623,"domain_scores_codex":[0.9880483,0.008912623,0.00119673,0.0009264656,0.0007846471,0.0001312223],"domain_scores_gemma":[0.9796667,0.0171044,0.001643317,0.0007430534,0.000728722,0.000113732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002478177,0.00004846977,0.0138091,0.1535677,0.7581454,0.0002623085,0.00009868181,0.002179009,0.0009472556,0.0006319679,0.001916034,0.06591598],"study_design_scores_gemma":[0.001144128,0.0005704373,0.02439342,0.017956,0.9440091,0.0005005584,0.00007386653,0.001012788,0.000678203,0.001647492,0.00796778,0.00004615454],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005223368,0.9912775,0.0022275,0.0003703825,0.000147464,0.0001316898,0.0003467875,0.00003039147,0.000244911],"genre_scores_gemma":[0.2199554,0.7675408,0.009583047,0.000743378,0.0002489116,0.0007417605,0.000870654,0.0000321035,0.0002839855],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01637184,"threshold_uncertainty_score":0.08658355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4007786472384696,"score_gpt":0.4143897878473243,"score_spread":0.01361114060885471,"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."}}