{"id":"W4324359199","doi":"10.3390/brainsci13030490","title":"Oxidative Stress Biomarkers among Schizophrenia Inpatients","year":2023,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxidative stress; Schizophrenia (object-oriented programming); Positive and Negative Syndrome Scale; Internal medicine; Brain-derived neurotrophic factor; Psychosis; Medicine; Kynurenine; Psychology; Psychiatry; Endocrinology; Neurotrophic factors; Chemistry; Biochemistry; Receptor; Tryptophan","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003507815,0.0003568636,0.0005938358,0.0007571843,0.0004738464,0.0005222601,0.0001326795,0.0003445449,0.001259537],"category_scores_gemma":[0.001009189,0.0001865714,0.0002473163,0.0007350476,0.0001676999,0.0002250326,0.0003952224,0.0004181399,0.0001830556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005038718,"about_ca_system_score_gemma":0.0004625974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004935364,"about_ca_topic_score_gemma":0.005975544,"domain_scores_codex":[0.9997725,0.00004031706,0.00004022837,0.00003342755,0.00005848111,0.00005491686],"domain_scores_gemma":[0.9993901,0.00004343432,0.0003258102,0.00001754413,0.00009859378,0.0001243972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002011009,0.00007518111,0.9968244,0.0000288979,0.00002544619,0.0001057474,0.0001226758,0.00001976463,0.0006944157,0.000009854809,0.00005890294,0.001833723],"study_design_scores_gemma":[0.000005841664,0.0001608641,0.9991358,0.00001264462,0.00002168757,0.0001721677,0.0002554442,0.00005083592,0.00009580438,0.00001916992,0.00006671419,0.000003113353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994302,0.0002145416,0.00001726887,0.00002766686,0.000002876576,0.00000815734,0.0001363206,0.000001464188,0.0001613913],"genre_scores_gemma":[0.9994098,0.0001757691,0.00004968065,0.00002128913,0.000004621509,0.000009342919,0.0002069459,5.733355e-7,0.0001220261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004935364,"threshold_uncertainty_score":0.009813249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406274099935825,"score_gpt":0.2956014471942907,"score_spread":0.2549740372007082,"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."}}