{"id":"W2790995577","doi":"10.1016/j.jpsychires.2018.02.023","title":"Oxidative stress markers imbalance in late-life depression","year":2018,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Oxidative stress; TBARS; Internal medicine; Glutathione peroxidase; Glutathione reductase; Glutathione; Lipid peroxidation; Endocrinology; Population; Medicine; Psychology; Chemistry; Biochemistry; Superoxide dismutase; Enzyme","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":[0.001607435,0.000108557,0.0001999342,0.0008733184,0.0001786343,0.00007930507,0.0007279543,0.00008629025,0.0002741505],"category_scores_gemma":[0.002149869,0.00008228033,0.00008479194,0.001819566,0.0003012636,0.0002525373,0.0001093902,0.0008343436,0.00009175764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006623146,"about_ca_system_score_gemma":0.0003007394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003003381,"about_ca_topic_score_gemma":0.00003557901,"domain_scores_codex":[0.9968959,0.0007357943,0.0004681014,0.0002722913,0.001132524,0.0004953629],"domain_scores_gemma":[0.9984731,0.0005854574,0.0002338926,0.0002352735,0.000249444,0.0002228127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006278459,0.001878358,0.4865091,0.0001822346,0.00004146188,0.0003932884,0.003094506,0.0002337189,0.3207964,0.001262542,0.1510607,0.02826925],"study_design_scores_gemma":[0.007721808,0.002883335,0.787777,0.0004036518,0.000009925353,0.00007035868,0.002216331,0.001576826,0.1721723,0.01478044,0.009838939,0.0005491324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856405,0.0004948422,0.0001127292,0.00156112,0.0006091925,0.0001677418,0.000004203416,0.000008547887,0.01140115],"genre_scores_gemma":[0.9979591,0.000492743,0.0004687383,0.0002151968,0.0004612954,0.000002851785,1.726886e-7,0.0000151478,0.0003846956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3012679,"threshold_uncertainty_score":0.3624854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0575010718304944,"score_gpt":0.3821996525998195,"score_spread":0.3246985807693251,"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."}}