{"id":"W4413380024","doi":"10.3390/metabo15080551","title":"Metabolomics Network Analysis of Various Genotypes Associated with Schizophrenia Gene Variant","year":2025,"lang":"en","type":"article","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Metabolomics; Metabolome; Genotype; Cholic acid; Metabolic pathway; Metabolite; Kynurenic acid; Palmitic acid; Biology; Amino acid; Tryptophan; Schizophrenia (object-oriented programming); Metabolic network; Gene; Computational biology; Fatty acid; Biochemistry; Genetics; Bioinformatics; Bile acid; Medicine","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":[0.0005297282,0.0002779604,0.0008740633,0.0003553818,0.0001384292,0.00003289498,0.0002963943,0.0001547524,0.00003440064],"category_scores_gemma":[0.0003155467,0.0002213963,0.0002910899,0.002150011,0.0001341697,0.000004715917,0.0001909464,0.0001091808,0.00000132803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001225736,"about_ca_system_score_gemma":0.0001261244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000576599,"about_ca_topic_score_gemma":0.0002519257,"domain_scores_codex":[0.9983498,0.0001393429,0.0004302526,0.0004926136,0.0001797955,0.0004081648],"domain_scores_gemma":[0.9987693,0.00006838205,0.000257593,0.0005702569,0.0002733893,0.00006102911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000992836,0.0005014468,0.08295409,0.00003541288,0.06325122,0.00001199092,0.00009096831,0.008706155,0.76477,0.07447222,0.001504348,0.002709286],"study_design_scores_gemma":[0.003086274,0.0003434885,0.5785351,0.00002989747,0.0227155,0.000004518926,0.00006669845,0.001382633,0.3303848,0.00315122,0.05933374,0.0009661667],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492871,0.035962,0.01209496,0.00008476379,0.0002463241,0.0002096009,0.0001683641,0.00002577785,0.001921156],"genre_scores_gemma":[0.9837195,0.002201543,0.01220521,0.0002530607,0.0001243058,0.00002869219,0.0003531954,0.00002290673,0.001091557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.495581,"threshold_uncertainty_score":0.9028278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0053835563389185,"score_gpt":0.2230572018140107,"score_spread":0.2176736454750922,"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."}}