{"id":"W4414123111","doi":"10.3390/metabo15090608","title":"Metabolomics and Cytokine Signatures in COVID-19: Uncovering Immunometabolism in Pathogenesis","year":2025,"lang":"en","type":"article","venue":"Metabolites","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Miami","keywords":"Metabolomics; Inflammation; Pathogenesis; Cytokine; Phenotype; Metabolic pathway; Metabolome; Clinical significance","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":[0.0002159719,0.0003649503,0.000457852,0.0006103823,0.0001981893,0.0004552916,0.0001408586,0.00023189,0.0006590029],"category_scores_gemma":[0.0002985172,0.0001094551,0.000309063,0.0005692808,0.0001985027,0.0002072575,0.0003466425,0.0002964282,0.0001163934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120804,"about_ca_system_score_gemma":0.0001889334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006031285,"about_ca_topic_score_gemma":0.0008422711,"domain_scores_codex":[0.9998778,0.00002581265,0.000015173,0.00003429254,0.0000220467,0.00002486155],"domain_scores_gemma":[0.9997836,0.00002568574,0.0001131227,0.00001402431,0.00003130082,0.00003228382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002260544,0.000125921,0.798682,0.0002321037,0.0002571826,0.001030377,0.0001802166,0.0002703631,0.180309,0.0000908556,0.0001575214,0.01640399],"study_design_scores_gemma":[0.00002185802,0.0006924793,0.9825017,0.00002829294,0.0001142705,0.001662034,0.0002558043,0.0006450395,0.01307339,0.0001763299,0.0008189625,0.000009930097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960551,0.002344705,0.0006923315,0.00006377712,0.000008989938,0.00002013621,0.000524812,0.000009041389,0.0002809307],"genre_scores_gemma":[0.9973567,0.0008856104,0.0008218067,0.00006333595,0.00001722632,0.0000179927,0.0006711854,0.000003166097,0.0001631065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006590029,"threshold_uncertainty_score":0.002204537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00765796647633946,"score_gpt":0.2618000925294784,"score_spread":0.254142126053139,"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."}}