{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003354513,0.0004617276,0.000441266,0.001506566,0.0002730448,0.000458017,0.0001933582,0.0002372789,0.001145914],"category_scores_gemma":[0.0007344532,0.0001179497,0.0006945782,0.001356628,0.0001261923,0.000238795,0.0004989504,0.0002147953,0.0001749382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004776738,"about_ca_system_score_gemma":0.0003737853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267308,"about_ca_topic_score_gemma":0.004968906,"domain_scores_codex":[0.999768,0.00004946265,0.00001341265,0.000104032,0.00002939999,0.00003569496],"domain_scores_gemma":[0.9997205,0.00009373912,0.00009867906,0.00002165307,0.00003804061,0.00002738735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004045048,0.0002281557,0.7035521,0.0009507586,0.00331546,0.001052288,0.0003100264,0.0273964,0.1787383,0.001543529,0.002416277,0.07645163],"study_design_scores_gemma":[0.0000486391,0.0002862511,0.886283,0.00007044692,0.001085942,0.0009653093,0.0002173542,0.08602207,0.01625203,0.004621984,0.004084948,0.00006210424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770285,0.001457211,0.007383164,0.0002097114,0.00001258895,0.00003519245,0.01286259,0.000154841,0.0008560492],"genre_scores_gemma":[0.9777036,0.0007298917,0.005932657,0.0000615375,0.00001211604,0.00006750225,0.01492152,0.00002574224,0.0005454752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004267308,"threshold_uncertainty_score":0.00848496,"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."}}