{"id":"W4220939665","doi":"10.3389/fnut.2022.809865","title":"Quality More Than Quantity: The Use of Carbohydrates in High-Fat Diets to Tackle Obesity in Growing Rats","year":2022,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Diet and metabolism studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Abbott Laboratories","keywords":"Internal medicine; GLUT4; Endocrinology; Obesity; Adipose tissue; GLUT2; Leptin; Glycogen; Carbohydrate metabolism; Adipokine; Overweight; Glucose transporter; Biology; Insulin; Insulin resistance; Chemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005472967,0.0001165841,0.0004680906,0.0003551239,0.00007670923,0.000010467,0.0001017292,0.00004524186,0.000007381654],"category_scores_gemma":[0.0002075905,0.0001025628,0.00006749354,0.0008018636,0.00006328022,0.0001860118,0.0001320942,0.0002621347,7.499871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017993,"about_ca_system_score_gemma":0.00002436177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295379,"about_ca_topic_score_gemma":0.0009963388,"domain_scores_codex":[0.9986099,0.000258484,0.0003687964,0.0002309163,0.0002978631,0.0002340282],"domain_scores_gemma":[0.9995584,0.00006934555,0.00007242369,0.0002214439,0.00003992637,0.00003846025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005528073,0.0008990611,0.9768547,0.0003051378,0.000025048,0.00003206363,0.003415492,0.0001935121,0.004327986,0.0003863638,0.01209259,0.0009152433],"study_design_scores_gemma":[0.002259998,0.0001189929,0.979754,0.0003136664,0.00003057423,6.643606e-7,0.008453731,0.0002287347,0.002103754,0.00127791,0.005306495,0.0001514301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935966,0.002561481,0.00009794964,0.002047461,0.0008748375,0.0007248078,0.00003845198,0.00001599765,0.00004245748],"genre_scores_gemma":[0.9964338,0.0006918972,0.002095896,0.0003794166,0.00006792737,0.0002025943,0.00004449602,0.00001157271,0.00007238489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006786093,"threshold_uncertainty_score":0.4981649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117702900904818,"score_gpt":0.2925527361582924,"score_spread":0.2513757071492442,"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."}}