{"id":"W4407838798","doi":"10.2337/db24-0866","title":"Metabolic Dysfunction Associated With Alterations in Gut Microbiota in Adolescents With Obesity","year":2025,"lang":"en","type":"article","venue":"Diabetes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; McGill University","keywords":"Biology; Microbiome; Obesity; Gut flora; Type 2 diabetes; Insulin resistance; Immunology; Metabolic syndrome; Feces; Inflammation; Diabetes mellitus; Internal medicine; Microbiology; Endocrinology; Genetics; Medicine","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":[0.00026602,0.0002650177,0.0003272915,0.00056419,0.0002848915,0.0004922215,0.0001084628,0.0002289011,0.0008012498],"category_scores_gemma":[0.0007945176,0.0001831445,0.000236307,0.0004811491,0.0002156118,0.000185342,0.0003544041,0.0003944929,0.00008685291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497193,"about_ca_system_score_gemma":0.0001905686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662096,"about_ca_topic_score_gemma":0.002347695,"domain_scores_codex":[0.9998013,0.00004493196,0.00001731185,0.00006270406,0.0000388572,0.00003490739],"domain_scores_gemma":[0.9996085,0.00004720293,0.0001956918,0.00002534942,0.00004799792,0.00007529688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001263148,0.0000282611,0.9951022,0.00001202447,0.00003100904,0.0001593578,0.000109592,0.00001514566,0.002162804,0.000027725,0.00003755463,0.002187961],"study_design_scores_gemma":[0.000001709944,0.00006049039,0.9990003,0.000006834489,0.00001819559,0.0004331708,0.00014028,0.00005367295,0.0001760457,0.0000227757,0.00008536722,0.000001208213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993654,0.0002850817,0.0001056017,0.00001772118,0.000003698365,0.000003401081,0.00008684034,0.000002200131,0.0001301439],"genre_scores_gemma":[0.9994578,0.0001688324,0.0001463976,0.00001631254,0.000004712136,0.000005458823,0.0001053785,0.000002400129,0.00009266852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001662096,"threshold_uncertainty_score":0.00330478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004414931246930891,"score_gpt":0.2181603429372405,"score_spread":0.2137454116903096,"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."}}