{"id":"W4408301598","doi":"10.1111/ijpo.70007","title":"Gut microbiota and microbial metabolites are associated with body composition in 5‐year‐old children: A cross‐sectional study in the <scp>Gen3G</scp> cohort","year":2025,"lang":"en","type":"article","venue":"Pediatric Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Canadian Institutes of Health Research; Fonds de recherche du Québec; Université de Sherbrooke; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Diabète Québec","keywords":"Gut flora; Alpha diversity; Beta diversity; Pyrosequencing; Cohort; Species richness; Medicine; Metabolite; Metagenomics; Prevotella; Body mass index; Physiology; Microbiome; Biology; Internal medicine; Zoology; Ecology; Bioinformatics; Genetics; Immunology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004204381,0.0003664758,0.0003384419,0.000510857,0.0006238409,0.0005672149,0.000414154,0.0005365799,0.00148884],"category_scores_gemma":[0.0007391089,0.0002778558,0.0003912102,0.0008605131,0.0002607405,0.000277128,0.0003261241,0.0004764446,0.0002196193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088656,"about_ca_system_score_gemma":0.0006897867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2383737,"about_ca_topic_score_gemma":0.2607592,"domain_scores_codex":[0.9997087,0.00003374951,0.00001846233,0.00008969896,0.00008440738,0.00006491964],"domain_scores_gemma":[0.9994868,0.00003912732,0.0002150402,0.00003311288,0.0001053249,0.0001205826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000382333,0.000009260095,0.9992525,0.000004606869,0.00003234773,0.0000299804,0.00004056924,0.00001064825,0.0002258116,0.000004393231,0.00007805814,0.000273605],"study_design_scores_gemma":[0.000001421942,0.00001611418,0.9997603,0.000003556328,0.000008581576,0.00004903936,0.00005390828,0.00002751547,0.00001706945,0.000001700258,0.00006004109,8.00788e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980848,0.0002552985,0.00003918117,0.00003044636,0.000002826794,0.00000672992,0.001379133,0.000002887563,0.0001987355],"genre_scores_gemma":[0.9983078,0.000179717,0.0001314021,0.00003553707,0.000003932209,0.00001131863,0.001046706,0.000002536229,0.000281114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383737,"threshold_uncertainty_score":0.4739723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004658601979846322,"score_gpt":0.2401178571934963,"score_spread":0.23545925521365,"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."}}