{"id":"W3153632187","doi":"10.1016/j.xcrm.2021.100248","title":"IGFBP-2 partly mediates the early metabolic improvements caused by bariatric surgery","year":2021,"lang":"en","type":"article","venue":"Cell Reports Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Human Genome Research Institute; Université Laval; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Institute of General Medical Sciences; Novo Nordisk; Eli Lilly and Company; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Canadian Diabetes Association; National Institutes of Health; Diabetes Canada","keywords":"Medicine; Biliopancreatic Diversion; Weight loss; Sleeve gastrectomy; Duodenal switch; Insulin; Biomarker; Internal medicine; Gastric bypass; Endocrinology; Obesity; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002174272,0.0004075333,0.001243463,0.0002146303,0.0002187815,0.00003229344,0.0001184961,0.0002073784,0.001600281],"category_scores_gemma":[0.002454632,0.0002437604,0.0003568744,0.001213594,0.0002016614,0.0001246894,0.00009774941,0.0004952656,0.0000423526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005125771,"about_ca_system_score_gemma":0.0006460811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003617167,"about_ca_topic_score_gemma":0.00000785654,"domain_scores_codex":[0.9959074,0.0001963185,0.001422281,0.0007116024,0.001079329,0.0006830629],"domain_scores_gemma":[0.9957594,0.001527163,0.0006376544,0.001228246,0.0003562028,0.0004913179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000837138,0.000425273,0.547973,0.0002286625,0.0005082947,0.009217962,0.0008969546,0.000001336579,0.03738435,0.00004585882,0.3915631,0.01167148],"study_design_scores_gemma":[0.003454638,0.0002350208,0.3290362,0.0002282191,0.003641448,0.001470786,0.001521993,0.00003471342,0.1628265,0.0004662797,0.4962426,0.0008416378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933466,0.04145204,0.0001303893,0.01131416,0.00593299,0.0006402406,0.000008270021,0.0001873602,0.006868582],"genre_scores_gemma":[0.9730952,0.002875479,0.00003090993,0.004520284,0.001908741,0.0000605154,0.0002532031,0.0000671156,0.01718853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2189368,"threshold_uncertainty_score":0.9993124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767238733802025,"score_gpt":0.2468470471765192,"score_spread":0.229174659838499,"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."}}