{"id":"W2805926842","doi":"10.1016/j.jad.2018.05.079","title":"Depression and anxiety symptoms are associated with prooxidant-antioxidant balance: A population-based study","year":2018,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Mashhad University of Medical Sciences; Tabriz University of Medical Sciences","keywords":"Anxiety; Depression (economics); Internal medicine; Medicine; Population; Odds ratio; Confounding; Oxidative stress; Cohort; Physiology; Psychiatry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323721,0.0002165743,0.0003176076,0.0002014032,0.0002774121,0.00007397957,0.0001828687,0.00006799106,0.00002050068],"category_scores_gemma":[0.001236428,0.0001510268,0.00008129666,0.0005568154,0.000159228,0.0003132788,0.00003250805,0.000257185,0.000002026254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007106863,"about_ca_system_score_gemma":0.00007046162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003096974,"about_ca_topic_score_gemma":0.0006010149,"domain_scores_codex":[0.9982278,0.00036685,0.0002769059,0.0003398145,0.0005188219,0.0002698078],"domain_scores_gemma":[0.9985833,0.000347618,0.0006243253,0.0001531576,0.0001813521,0.0001102808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003799749,0.0009283765,0.9804876,0.00001141095,0.00004646153,0.00001199436,0.0004797674,0.00009074033,0.01126939,0.00001216849,0.00006531418,0.006216812],"study_design_scores_gemma":[0.00409531,0.001956607,0.9862578,0.0001802542,0.00003915577,0.00001354173,0.0007411148,0.0005857321,0.005694506,0.0001971643,0.00002913007,0.0002097212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983311,0.00007415853,0.0004978497,0.0001221897,0.0001477043,0.0005791085,0.000007208592,0.00003816505,0.0002024581],"genre_scores_gemma":[0.9996228,0.00001480091,0.00003776299,0.000219061,0.00005039017,0.00001158293,7.120628e-7,0.00002745478,0.00001549035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006007091,"threshold_uncertainty_score":0.6158694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007844033980191319,"score_gpt":0.2507597574738307,"score_spread":0.2429157234936394,"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."}}