{"id":"W2141264129","doi":"10.2337/diabetes.51.4.943","title":"Long-Term Treatment With the Dipeptidyl Peptidase IV Inhibitor P32/98 Causes Sustained Improvements in Glucose Tolerance, Insulin Sensitivity, Hyperinsulinemia, and β-Cell Glucose Responsiveness in VDF (<i>fa/fa</i>) Zucker Rats","year":2002,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Canadian Institutes of Health Research; Killam Trusts; Diabetes Canada; Michael Smith Health Research BC; Canadian Diabetes Association","keywords":"Internal medicine; Endocrinology; Insulin; Hyperinsulinemia; Basal (medicine); Pancreatic hormone; Gastric inhibitory polypeptide; Glucagon; Dipeptidyl peptidase-4; Glucagon-like peptide-1; Diabetes mellitus; Biology; Type 2 diabetes; Medicine; Insulin resistance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003526318,0.0006593272,0.0008675653,0.0004281064,0.0001429742,0.0001131366,0.0001208068,0.0001431894,0.00005013815],"category_scores_gemma":[0.00005578252,0.0004452036,0.0001156046,0.0006558724,0.0002331916,0.0003043932,0.0001870248,0.0002544064,0.00003696005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218996,"about_ca_system_score_gemma":0.00007203009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001928941,"about_ca_topic_score_gemma":0.0009065569,"domain_scores_codex":[0.9970886,0.0002375263,0.0005045724,0.0008128348,0.0004170287,0.000939512],"domain_scores_gemma":[0.998441,0.0003472898,0.0001757711,0.0006669349,0.0001258581,0.0002430966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087044,0.004502671,0.8320602,0.0005051568,0.0003027044,0.00186883,0.001877706,0.00003994444,0.1228517,0.00001675776,0.0002623058,0.03462499],"study_design_scores_gemma":[0.03046566,0.004518018,0.6512874,0.001037456,0.0005768376,0.000009027946,0.001307386,0.00147342,0.3063268,0.00001472504,0.001965947,0.001017237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913393,0.004352843,0.000001992825,0.001000534,0.0001030889,0.002548261,0.00003785024,0.00008974138,0.0005264113],"genre_scores_gemma":[0.9938791,0.001294767,0.00009957609,0.0008530042,0.0001439111,0.0005234075,0.0001020334,0.00008216241,0.003022002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834752,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009696976774214107,"score_gpt":0.2222920341919086,"score_spread":0.2125950574176945,"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."}}