{"id":"W2253672188","doi":"10.3928/00485713-20060401-05","title":"Defining Neurocircuits in Depression","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Context (archaeology); Depression (economics); Major depressive disorder; Medicine; Psychiatry; Neuromodulation; Psychology; Psychotherapist; Cognition; Stimulation; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005104187,0.00009614405,0.0001590118,0.0001143482,0.0000385212,0.000007807749,0.00003870911,0.00005557484,0.00007359312],"category_scores_gemma":[0.00002422171,0.00007215089,0.00006846555,0.0003160826,0.00001224578,0.00003042776,0.00001325096,0.0001132629,0.0001106224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004653399,"about_ca_system_score_gemma":0.00001499477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007762755,"about_ca_topic_score_gemma":0.00001023867,"domain_scores_codex":[0.9992179,0.00002415933,0.0001834377,0.0002259843,0.0001317724,0.0002167121],"domain_scores_gemma":[0.999728,0.00003193875,0.00004409549,0.0001254464,0.00001672732,0.00005379191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006781994,0.0005170425,0.980644,0.00001178402,0.000004459904,0.00009142691,0.000005974397,0.00001619342,0.00004833651,0.0008607393,0.006858804,0.01087339],"study_design_scores_gemma":[0.001360217,0.0001808355,0.9841135,0.00001056721,0.00001840579,0.00001201407,0.000004117704,0.00004596433,0.00005022077,0.01172434,0.002411254,0.00006863166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418193,0.004786422,0.00004544387,0.001690169,0.0001095608,0.0001764576,0.000002499542,0.00005181325,0.05131837],"genre_scores_gemma":[0.996128,0.0001135814,0.0001683355,0.003165924,0.00005576649,0.00001335869,0.00001142817,0.00001104717,0.0003326071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05430869,"threshold_uncertainty_score":0.2942228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142593473700611,"score_gpt":0.2999917771080612,"score_spread":0.2785658423710551,"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."}}