{"id":"W3030161005","doi":"10.3760/cma.j.issn.1006-7884.2013.02.002","title":"The characteristics of the functional connectivity in subjects with cognitive vulnerability to depression while processing negative information","year":2013,"lang":"en","type":"article","venue":"Chin J Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Functional magnetic resonance imaging; Major depressive disorder; Amygdala; Cognitive vulnerability; Cognition; Psychology; Depression (economics); Superior frontal gyrus; Audiology; Prefrontal cortex; Middle frontal gyrus; Fusiform gyrus; Psychiatry; Neuroscience; Medicine; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00009653888,0.0001817173,0.0001631688,0.000465102,0.0002127912,0.0002066718,0.00008265394,0.0002126534,0.001360861],"category_scores_gemma":[0.0005203722,0.00008584293,0.0000941493,0.0001842601,0.0002130193,0.0001316902,0.0001428824,0.0001002523,0.00007873307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184335,"about_ca_system_score_gemma":0.00007028898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667023,"about_ca_topic_score_gemma":0.003806947,"domain_scores_codex":[0.9999542,0.000007915075,0.000003674952,0.00001535092,0.000007199854,0.00001172029],"domain_scores_gemma":[0.9998673,0.00003262971,0.00005578244,0.000008614992,0.00001212562,0.0000235162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009901598,0.0001539656,0.9403914,0.00005073799,0.0001458692,0.001794131,0.001431022,0.0001956171,0.04709986,0.000119067,0.0001618636,0.007466339],"study_design_scores_gemma":[0.000006074733,0.0000689974,0.9986631,0.000001386322,0.00001118513,0.0006918057,0.0001741297,0.00009764625,0.0002050683,0.00004237199,0.00003642217,0.000001719378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997832,0.00002271211,0.00003797573,0.000006795172,4.964203e-7,0.000002382254,0.00002677226,7.097269e-7,0.0001189641],"genre_scores_gemma":[0.9998392,0.00001427856,0.00003254339,0.000005709766,0.000001801489,0.000002893039,0.00003953042,4.419946e-7,0.00006349572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001667023,"threshold_uncertainty_score":0.004552543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706495765310032,"score_gpt":0.2393757197281269,"score_spread":0.2223107620750265,"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."}}