{"id":"W2560138998","doi":"10.1016/j.bpsc.2016.11.008","title":"Neuroticism and Individual Differences in Neural Function in Unmedicated Major Depression: Findings From the EMBARC Study","year":2016,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Treatment of Major Depression","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"Janssen Pharmaceuticals; Advanced Research Projects Agency; Agency for Healthcare Research and Quality; Janssen Research and Development; National Institutes of Health; University of Oxford; Massachusetts Medical Society; National Institute on Drug Abuse; National Alliance for Research on Schizophrenia and Depression; International OCD Foundation; Massachusetts General Hospital; Pfizer; National Institute of Mental Health; Valeant Pharmaceuticals International","keywords":"Neuroticism; Anterior cingulate cortex; Psychology; Clinical psychology; Depression (economics); Anxiety; Rumination; Personality; Major depressive disorder; Stroop effect; Psychiatry; Cognition; Mood","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":[0.0006506215,0.0002216891,0.0002944828,0.0002959255,0.0003449227,0.0005512791,0.000377486,0.0004458663,0.001320101],"category_scores_gemma":[0.002134586,0.0001742126,0.0002142027,0.0004042629,0.0003312948,0.0004392687,0.0004743822,0.000529666,0.0001958591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001153,"about_ca_system_score_gemma":0.0001211299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808825,"about_ca_topic_score_gemma":0.006963915,"domain_scores_codex":[0.9997883,0.00007249777,0.00002444886,0.00004230048,0.00004848489,0.00002389378],"domain_scores_gemma":[0.9985983,0.0002443086,0.0005803944,0.0002039134,0.0001301418,0.0002429415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004931862,0.001087124,0.9806717,0.00003896124,0.0004617168,0.0003616668,0.001178287,0.0000925636,0.004570463,0.0001390871,0.0003346776,0.006131855],"study_design_scores_gemma":[0.00001620601,0.00007701157,0.9995919,0.000001233459,0.00001630018,0.0000695652,0.00009191123,0.00002409988,0.00005053505,0.0000125863,0.0000469673,0.000001778408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996896,0.00004095625,0.00001277377,0.00001560739,0.000001583905,0.000002528815,0.00005656379,4.900424e-7,0.0001799408],"genre_scores_gemma":[0.9995326,0.00004452214,0.00003258173,0.00002498924,0.0000050253,0.000004354788,0.0001459123,0.00000136879,0.0002087327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003808825,"threshold_uncertainty_score":0.007573307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07418740480902383,"score_gpt":0.3041938238598499,"score_spread":0.2300064190508261,"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."}}