{"id":"W3181618855","doi":"10.3390/microorganisms9071490","title":"Composition and Functions of the Gut Microbiome in Pediatric Obesity: Relationships with Markers of Insulin Resistance","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta; Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute; Alberta Health Services","keywords":"Insulin resistance; Firmicutes; Obesity; Biology; Microbiome; Metagenomics; Proteobacteria; Insulin; Internal medicine; Genetics; Endocrinology; Gene; Medicine; 16S ribosomal RNA","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001162292,0.0000725492,0.0001075005,0.00004099687,0.00007406354,0.000005556238,0.00006519364,0.00008946475,0.000007316422],"category_scores_gemma":[0.00001628353,0.00006044493,0.0000261893,0.0002892991,0.00007925141,0.000002795912,0.00005892487,0.00009731721,0.000001178636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001455781,"about_ca_system_score_gemma":0.0001476006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014626,"about_ca_topic_score_gemma":0.0006998664,"domain_scores_codex":[0.9994012,0.00009689775,0.0001877191,0.0001733486,0.00004105136,0.00009979162],"domain_scores_gemma":[0.9995675,0.00001358351,0.0001009629,0.0002088052,0.00008687576,0.00002226942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005371243,0.00006745533,0.09937339,0.00008171099,0.000008936855,8.558821e-7,0.00006650142,0.00000361009,0.8998844,0.0000354666,0.000411668,0.00001229897],"study_design_scores_gemma":[0.000413242,0.0000378256,0.5554814,0.00002917716,0.00002182121,0.00001928539,0.0001133063,2.325995e-7,0.443154,0.00001838407,0.0006517165,0.00005962672],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975707,0.001534489,0.0001899211,0.0003243982,0.00003885246,0.0001117881,0.00005219782,0.000002308613,0.0001753235],"genre_scores_gemma":[0.9975727,0.0002411761,0.001550218,0.00006381555,0.00001914571,0.000001703525,0.00007309075,0.000009761557,0.0004683814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567304,"threshold_uncertainty_score":0.2464873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006366750220700508,"score_gpt":0.1964194412084166,"score_spread":0.1900526909877161,"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."}}