{"id":"W3109406169","doi":"10.1530/joe-20-0255","title":"Novel GLP-1 analog supaglutide improves glucose homeostasis in diabetic monkeys","year":2020,"lang":"en","type":"article","venue":"Journal of Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Yunnan Provincial Science and Technology Department","keywords":"Glucose homeostasis; Internal medicine; Endocrinology; Dipeptidyl peptidase-4; Fructosamine; Diabetes mellitus; Medicine; Homeostasis; Glucagon-like peptide-1; Insulin; Glucagon; Type 2 diabetes; Insulin resistance","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":[0.00006722349,0.0001649453,0.0005872634,0.0003301231,0.00002005965,0.00001258765,0.0001536357,0.00004997184,0.00009919461],"category_scores_gemma":[0.000201338,0.0001309921,0.0001730698,0.0002729047,0.00006879951,0.0001150111,0.00009083848,0.0002998362,0.00003522471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009821592,"about_ca_system_score_gemma":0.00006880175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282133,"about_ca_topic_score_gemma":0.00001365462,"domain_scores_codex":[0.9986441,0.00003250351,0.0005223585,0.0001779224,0.0001920869,0.0004310641],"domain_scores_gemma":[0.9992504,0.00007731689,0.0002269948,0.0001501611,0.00008396555,0.0002112186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002242167,0.003647449,0.2780006,0.00056581,0.002990475,0.00980249,0.001246458,0.0001429571,0.295393,0.003861876,0.01416391,0.3879429],"study_design_scores_gemma":[0.03332719,0.01243265,0.7597701,0.0002810976,0.001780607,0.0008473397,0.001369934,0.0005578039,0.09538613,0.0008216896,0.09278698,0.0006384841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805547,0.003381714,0.000179791,0.01384477,0.0002405714,0.0002151005,0.000004770397,0.0000204923,0.001558089],"genre_scores_gemma":[0.9945111,0.001431128,0.001582539,0.002120031,0.0002150212,0.000006254572,0.000005126907,0.00001833171,0.0001105143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817695,"threshold_uncertainty_score":0.5341705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541592689723789,"score_gpt":0.2682533236483448,"score_spread":0.2428373967511069,"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."}}