{"id":"W4408317160","doi":"10.1038/s41366-025-01737-1","title":"Early childhood adiposity, lifestyle and gut microbiome are linked to steatotic liver disease development in adolescents","year":2025,"lang":"en","type":"article","venue":"International Journal of Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Gut microbiome; Medicine; Microbiome; Obesity; Disease; Childhood obesity; Internal medicine; Body mass index; Endocrinology; Gut flora; Bioinformatics; Overweight; Biology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003330472,0.0003503487,0.0004071731,0.0004641533,0.0004024131,0.000931018,0.0002415661,0.000577292,0.001990859],"category_scores_gemma":[0.001018395,0.0004724346,0.0005747782,0.0007232454,0.0002546893,0.0004089873,0.0005369684,0.001105126,0.0002147876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110904,"about_ca_system_score_gemma":0.0003994442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00513944,"about_ca_topic_score_gemma":0.005962546,"domain_scores_codex":[0.9997916,0.00005159261,0.00001773379,0.00004605907,0.00002854913,0.00006442629],"domain_scores_gemma":[0.9992798,0.0001019375,0.0003246564,0.000033043,0.00006904257,0.0001915793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009773533,0.00004936796,0.9976533,0.00001492961,0.0000539545,0.0001090964,0.00009559438,0.00002448188,0.0004302993,0.00004427726,0.00004895393,0.001377935],"study_design_scores_gemma":[0.000001678084,0.00004760687,0.9993093,0.00001348054,0.00003128869,0.0001452535,0.0001674853,0.00006950217,0.00006439632,0.00002869574,0.0001194521,0.000001908054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985045,0.0008930221,0.00007685865,0.00007277226,0.00001084066,0.000003320285,0.0001266129,0.000003311775,0.0003087161],"genre_scores_gemma":[0.99892,0.0004133085,0.0001098983,0.00002604002,0.0000100505,0.000005145429,0.0001463792,0.00000313827,0.0003661593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00513944,"threshold_uncertainty_score":0.01021904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005301389817299077,"score_gpt":0.2481548379528264,"score_spread":0.2428534481355273,"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."}}