{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451828,0.0001591019,0.0001280618,0.0003952771,0.0005836309,0.000195928,0.0008142323,0.00005194395,0.0001302432],"category_scores_gemma":[0.001949218,0.0001300145,0.00006464477,0.003329347,0.001568148,0.0005615011,0.000206074,0.00009539133,0.0005077592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001631548,"about_ca_system_score_gemma":0.00008057123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004273431,"about_ca_topic_score_gemma":0.00005215159,"domain_scores_codex":[0.9977576,0.0001757644,0.0001970094,0.0006710527,0.0006770284,0.000521596],"domain_scores_gemma":[0.9988211,0.000716161,0.0001031835,0.0002123803,0.0000196677,0.0001275087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001193014,0.0002786159,0.0641831,0.00004700647,0.00002224603,0.00009668498,0.004322206,0.0003676804,0.8041826,0.01367514,0.06026801,0.05243743],"study_design_scores_gemma":[0.00157381,0.0003704701,0.2894068,0.0001196652,0.00000451057,0.000005105662,0.004199946,0.004679727,0.685325,0.009794633,0.00370224,0.0008180434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874859,0.00001407156,0.00002658748,0.001686092,0.0004650368,0.0002317943,0.00003642927,0.0003361412,0.009717904],"genre_scores_gemma":[0.998045,0.00001363808,0.0001673986,0.0008318952,0.00003778697,0.0000228954,0.000003980266,0.00001119952,0.0008661624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252237,"threshold_uncertainty_score":0.6526387,"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."}}