{"id":"W4413270140","doi":"10.1038/s41390-025-04322-4","title":"Evaluating neonatal cord serum metabolome in association with adolescent cardiometabolic risk factors","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Metabolome; Medicine; Internal medicine; Metabolite","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":[0.00343837,0.0001892218,0.0003567285,0.0007713794,0.0002323675,0.00006258042,0.0002909734,0.0001648551,0.0000161839],"category_scores_gemma":[0.001991285,0.0001547292,0.00009941294,0.002029431,0.00004743054,0.000007728693,0.0003524102,0.0005558815,0.000009072469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370035,"about_ca_system_score_gemma":0.0002996361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000288277,"about_ca_topic_score_gemma":0.0001391438,"domain_scores_codex":[0.9970639,0.0006084479,0.0003093391,0.0005614232,0.0007675705,0.0006892886],"domain_scores_gemma":[0.9988261,0.0001709,0.0001309161,0.0003796425,0.0004125088,0.00007990882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487298,0.00006462923,0.9891085,0.00003793112,0.000152344,0.00000218487,0.0000413732,0.0001023976,0.003887458,0.0000870813,0.001136777,0.005230586],"study_design_scores_gemma":[0.001213398,0.0003328773,0.9747411,0.000006150021,0.0001136781,6.784547e-7,0.0003567088,0.00009166468,0.009862478,0.0001322371,0.01293707,0.000211973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885519,0.009395288,0.0002116221,0.000166183,0.000224536,0.0004292903,0.00005931107,0.00001185624,0.0009500103],"genre_scores_gemma":[0.9869475,0.01055518,0.0004612369,0.00002351776,0.0003709719,0.00006966697,0.00003794939,0.00001898541,0.001515023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436742,"threshold_uncertainty_score":0.6309674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820624347439677,"score_gpt":0.3927076907047758,"score_spread":0.3445014472303791,"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."}}