{"id":"W1973967551","doi":"10.1007/s10439-007-9274-1","title":"A Mathematical Model of the Oral Glucose Tolerance Test Illustrating the Effects of the Incretins","year":2007,"lang":"en","type":"article","venue":"Annals of Biomedical Engineering","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Diabetes Association","keywords":"Incretin; Internal medicine; Endocrinology; Glycemic; Insulin; Glucagon-like peptide-1; Glucose tolerance test; Hormone; Glucagon; Amylin; Medicine; Diabetes mellitus; Insulin resistance; Type 2 diabetes; Islet","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":[0.0005631762,0.0001100676,0.0002606074,0.00004225545,0.00002688453,0.000002956592,0.0002148696,0.00005674659,0.000006600297],"category_scores_gemma":[0.001072902,0.00004960433,0.000157963,0.0003003919,0.0002111109,0.00002261045,0.0001207688,0.0001341324,7.193389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008716813,"about_ca_system_score_gemma":0.0000268284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007291779,"about_ca_topic_score_gemma":9.808444e-7,"domain_scores_codex":[0.9988967,0.00001285672,0.0003529414,0.00009118483,0.0004272803,0.0002190865],"domain_scores_gemma":[0.9989182,0.0005336642,0.0001130529,0.000318175,0.00005197225,0.00006498872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001375106,0.002886449,0.006302015,0.01056982,0.001117807,0.00002644633,0.00308274,0.004856947,0.8892729,0.02308734,0.00253572,0.05612426],"study_design_scores_gemma":[0.00161964,0.0006030557,0.02498167,0.003342061,0.0003359863,0.000005810027,0.0001340088,0.3681359,0.5994005,0.0005494407,0.0007195656,0.0001723644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923922,0.0002826652,0.004498889,0.00162481,0.00009629159,0.0004372294,0.00000497873,0.0000184096,0.0006444856],"genre_scores_gemma":[0.9985429,0.00002142175,0.001046886,0.0002189297,0.00004144761,0.000008300797,0.00000105904,0.00001124989,0.0001077709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3632789,"threshold_uncertainty_score":0.2022806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706334784157977,"score_gpt":0.2614208350803321,"score_spread":0.2443574872387523,"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."}}