{"id":"W2748478186","doi":"10.2337/db17-0414","title":"Fatty Acid Metabolic Remodeling During Type 2 Diabetes Remission After Bariatric Surgery","year":2017,"lang":"en","type":"article","venue":"Diabetes","topic":"Diet and metabolism studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Institute of Nutrition, Metabolism and Diabetes; Canadian Diabetes Association","keywords":"NEFA; Internal medicine; Lipolysis; Endocrinology; Insulin resistance; Type 2 diabetes; Weight loss; Adipose tissue; Fatty acid; Adipocyte; Medicine; Diabetes mellitus; Insulin; Chemistry; Obesity; Biochemistry","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":[0.0004301389,0.0002823963,0.0007983102,0.000202542,0.0004831682,0.0001113754,0.0001743492,0.0001276514,0.0001115439],"category_scores_gemma":[0.001382481,0.0002223135,0.000258187,0.0001511214,0.00009955841,0.000302263,0.0002339684,0.0002156791,0.0001061066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000019276,"about_ca_system_score_gemma":0.00006054639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000779093,"about_ca_topic_score_gemma":0.000001027907,"domain_scores_codex":[0.9982548,0.00003919274,0.0003501479,0.0004088257,0.0003058733,0.0006411382],"domain_scores_gemma":[0.9984794,0.00009183215,0.0001857166,0.0008269457,0.0001977956,0.0002182772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000584457,0.00005565107,0.8724524,0.0002143563,0.0001507019,0.00001055447,0.0001368596,7.914487e-7,0.1125679,0.00001577339,0.0006211441,0.01371533],"study_design_scores_gemma":[0.0004389227,0.00001708189,0.8675669,0.000233607,0.0003553362,4.133114e-7,0.00002392204,0.00008502668,0.1247363,0.000130127,0.006165116,0.000247234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680249,0.02779693,0.000002078863,0.0005657988,0.0013292,0.0001856494,0.000006158047,0.0001235083,0.001965744],"genre_scores_gemma":[0.9950419,0.002377511,0.0006198323,0.0002314449,0.001013878,0.00003864488,0.00001344469,0.00005132407,0.0006119895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.027017,"threshold_uncertainty_score":0.9065681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191096392230605,"score_gpt":0.2604908286106814,"score_spread":0.2385798646883754,"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."}}