{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006963903,0.0002015206,0.0002519541,0.0001636867,0.0001972249,0.00009369972,0.000203467,0.0002033409,0.000002844007],"category_scores_gemma":[0.0000875382,0.000165915,0.00005240132,0.0004486616,0.00007025118,0.000008689928,0.0001174045,0.0002979828,0.000003394689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453778,"about_ca_system_score_gemma":0.0001323099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178426,"about_ca_topic_score_gemma":0.001095345,"domain_scores_codex":[0.998459,0.0002808593,0.0003164707,0.0004966299,0.0001148269,0.0003322607],"domain_scores_gemma":[0.9994297,0.00006366461,0.000138205,0.0002392374,0.00008662455,0.00004255927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002937598,0.0009400531,0.9491403,0.00002071475,0.00005527949,0.000004856041,0.0001085961,0.000008053839,0.04878061,0.000009125077,0.0009003683,0.000002654729],"study_design_scores_gemma":[0.001984568,0.0001317004,0.9968015,0.000008602897,0.0000810682,0.00001319247,0.00008015863,0.000002084299,0.0007538971,0.000008580682,0.00005589365,0.00007877058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978991,0.0008401156,0.000009137549,0.00004474049,0.00008929153,0.0009003887,0.0001256066,0.00001203902,0.0000795597],"genre_scores_gemma":[0.9987602,0.0001883798,0.00003382434,0.0003007526,0.0001721452,0.00002472948,0.0003282173,0.0000114385,0.0001803508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04802671,"threshold_uncertainty_score":0.6765817,"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."}}