{"id":"W4416417077","doi":"10.3390/curroncol32110650","title":"Serum p-Cresol and 7-HOCA Levels and Fatty Acid and Purine Metabolism Are Associated with Survival, Progression, and Molecular Classification in GB—Serum Proteome and Metabolome Analysis Pre vs. Post Up-Front Chemoirradiation","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Metabolome; Proteome; Purine metabolism; Metabolomics; Purine; Fatty acid metabolism; Fatty acid; Metabolism","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001532439,0.0001640227,0.0002113378,0.0005894034,0.0001410281,0.00027546,0.00008118202,0.0001464788,0.0007182693],"category_scores_gemma":[0.0004161502,0.00007508421,0.0001784505,0.0004437748,0.0001617337,0.000134438,0.0002018136,0.000217926,0.0001305848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244596,"about_ca_system_score_gemma":0.0001645425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503944,"about_ca_topic_score_gemma":0.001564191,"domain_scores_codex":[0.9999382,0.00001082571,0.000007419532,0.00001719512,0.00001292056,0.00001341084],"domain_scores_gemma":[0.9997692,0.00003091206,0.0001126191,0.00001313023,0.00002567984,0.00004852248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522195,0.00004957622,0.979978,0.0000206427,0.00004681573,0.0001020493,0.0000387562,0.0001091212,0.01271985,0.0000143883,0.00006751167,0.005330922],"study_design_scores_gemma":[0.0000075707,0.0002854177,0.9971663,0.000003339274,0.00002743745,0.0004776124,0.00005816973,0.0002731009,0.001563778,0.00002403143,0.0001109616,0.000002279727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999431,0.0002096215,0.00007338224,0.00001047929,0.000001349487,0.000003254834,0.000151233,0.000003871217,0.0001159573],"genre_scores_gemma":[0.999468,0.00006560073,0.00009436474,0.000007264826,0.000001772098,0.000003334223,0.0002744363,0.000001193511,0.00008394623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001503944,"threshold_uncertainty_score":0.002990365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472374193541386,"score_gpt":0.3262904010466532,"score_spread":0.3015666591112394,"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."}}