{"id":"W4400294602","doi":"10.1111/ijpo.13149","title":"Plasma metabolomic profile of adiposity and body composition in childhood: The Genetics of Glucose regulation in Gestation and Growth cohort","year":2024,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Diabète Québec","keywords":"Medicine; Cohort; Gestation; Body mass index; Metabolomics; Endocrinology; Cohort study; Obesity; Internal medicine; Physiology; Pregnancy; Genetics; Bioinformatics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004711701,0.0004238242,0.0003435845,0.000434123,0.0002370051,0.0005276112,0.0002041716,0.0002659865,0.001119761],"category_scores_gemma":[0.001156365,0.0002043038,0.0004352248,0.0008550151,0.0001770862,0.0001927458,0.0005234792,0.0004136472,0.0001367826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002901022,"about_ca_system_score_gemma":0.0003271399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008904546,"about_ca_topic_score_gemma":0.007608267,"domain_scores_codex":[0.9997719,0.00005201637,0.00001378904,0.00009248334,0.00003520799,0.0000346054],"domain_scores_gemma":[0.9995404,0.0000867769,0.0001829218,0.00006526936,0.00005486622,0.00006984521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083813,0.00001427332,0.990337,0.00001878153,0.0002661733,0.0001012057,0.00007399355,0.000291252,0.006517997,0.00004932141,0.0001614498,0.001960053],"study_design_scores_gemma":[0.000002439397,0.0000195374,0.9989924,0.000002777138,0.00004210463,0.00009012972,0.00003144368,0.0002827212,0.0003562407,0.00003015644,0.0001479777,0.000002033713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965569,0.0001859694,0.0005736981,0.00004077444,0.000003520141,0.00000628992,0.002458612,0.00001173003,0.0001624822],"genre_scores_gemma":[0.9966756,0.0001339165,0.001004549,0.00002166867,0.000004113896,0.00001534761,0.00185444,0.00001292167,0.0002773868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008904546,"threshold_uncertainty_score":0.01770544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00364456297486464,"score_gpt":0.2109394387622935,"score_spread":0.2072948757874289,"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."}}