{"id":"W2617510176","doi":"10.1007/s00406-017-0812-z","title":"A longitudinal study of neurotrophic, oxidative, and inflammatory markers in first-onset depression in midlife women","year":2017,"lang":"en","type":"article","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Queen's University; St. Joseph’s Healthcare Hamilton","funders":"National Institute of Mental Health","keywords":"Depression (economics); Longitudinal study; Oxidative stress; Psychology; Medicine; Internal medicine; Clinical psychology; Psychiatry; Oncology; Endocrinology; Pathology","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":[0.0006023808,0.0003266051,0.0004638497,0.0005148008,0.0009798014,0.0008742965,0.0003222383,0.0008826618,0.0008413827],"category_scores_gemma":[0.001188642,0.0004999009,0.0005689873,0.0008313245,0.0002684698,0.000552158,0.0003983181,0.0009355819,0.000342026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076421,"about_ca_system_score_gemma":0.0005271894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427631,"about_ca_topic_score_gemma":0.01802031,"domain_scores_codex":[0.999733,0.00007674345,0.00001979878,0.00007479431,0.00003046019,0.00006513891],"domain_scores_gemma":[0.9993338,0.00007096081,0.0001438345,0.00008997266,0.0001296096,0.000231787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005005751,0.0001973858,0.9971398,0.000007299665,0.00009451422,0.000134351,0.000357545,0.0000103228,0.0006867247,0.00001246267,0.00006858032,0.0007904331],"study_design_scores_gemma":[0.00001417101,0.0002269559,0.9987592,0.00000527479,0.00005625863,0.0001357431,0.0004898619,0.00004991412,0.0000608804,0.00001291548,0.0001846434,0.00000424497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992124,0.0002944729,0.00006123675,0.00003811614,0.000011247,0.00001087303,0.0002009744,0.000001901588,0.0001689041],"genre_scores_gemma":[0.9990971,0.0001406104,0.00006951916,0.00005676966,0.000008173578,0.00001672326,0.0002403814,0.000001563406,0.0003691197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01427631,"threshold_uncertainty_score":0.02838641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447183548754392,"score_gpt":0.3272745497785146,"score_spread":0.2825561949030754,"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."}}