{"id":"W2904386842","doi":"10.1503/jpn.180026","title":"Lifetime major depression and grey-matter volume","year":2018,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Treatment of Major Depression","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Major depressive disorder; Thalamus; Grey matter; Anterior cingulate cortex; Amygdala; Psychology; Nucleus accumbens; Neuroscience; Insula; Internal medicine; Medicine; Magnetic resonance imaging; Central nervous system; Radiology; White matter; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001753728,0.00009930231,0.0001707005,0.0001096069,0.0001531127,0.00004137614,0.00008368785,0.00004616878,0.0000768668],"category_scores_gemma":[0.00006086054,0.00006448347,0.0000417175,0.0001120989,0.0002417608,0.0002821914,0.00005481745,0.0001592189,0.0000147736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006025667,"about_ca_system_score_gemma":0.0000542755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001937881,"about_ca_topic_score_gemma":0.000001124609,"domain_scores_codex":[0.9991254,0.00003335235,0.0002289757,0.0001949393,0.0002717559,0.0001456401],"domain_scores_gemma":[0.9993656,0.00001826811,0.0001880488,0.0001373648,0.00006679267,0.0002239198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002415373,0.0001445241,0.9381815,0.00002677449,0.000004029952,0.00003096204,0.00004318843,1.978919e-7,0.05210897,0.00001028685,0.007387819,0.001820271],"study_design_scores_gemma":[0.001317499,0.001374156,0.9861118,0.0002407763,0.00007062602,0.002908587,0.00001559862,0.00009487728,0.002826079,0.0002046945,0.004766366,0.00006898186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904508,0.001094033,0.0001632421,0.006284517,0.001302002,0.00007470411,0.000001252302,0.000008523336,0.000620906],"genre_scores_gemma":[0.9935386,0.0001247906,0.002832206,0.002051556,0.0004836388,5.359908e-7,1.070156e-7,0.000008579202,0.0009599727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04928289,"threshold_uncertainty_score":0.2629559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079229973368617,"score_gpt":0.2750556578140078,"score_spread":0.2642633580803216,"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."}}