{"id":"W2154615287","doi":"10.2337/diabetes.52.3.741","title":"Dipeptidyl Peptidase IV Inhibitor Treatment Stimulates β-Cell Survival and Islet Neogenesis in Streptozotocin-Induced Diabetic Rats","year":2003,"lang":"en","type":"article","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":334,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Internal medicine; Endocrinology; Incretin; Streptozotocin; Dipeptidyl peptidase; Insulin; Neogenesis; Glucagon-like peptide-1; Dipeptidyl peptidase-4; Diabetes mellitus; Glucagon; Islet; Type 2 diabetes; Beta cell; Medicine; Biology; Enzyme; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166693,0.0009270444,0.000447991,0.001021779,0.0001571442,0.0002965681,0.0002104219,0.0002705307,0.001150575],"category_scores_gemma":[0.000121629,0.0003128033,0.000388788,0.0003549444,0.0003617119,0.000240514,0.0001831609,0.000888327,0.0003205198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317865,"about_ca_system_score_gemma":0.0003119103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074621,"about_ca_topic_score_gemma":0.001526078,"domain_scores_codex":[0.9998438,0.00001949029,0.0000167474,0.00003408392,0.00003558252,0.00005013783],"domain_scores_gemma":[0.9996673,0.00002805113,0.0001291456,0.00002533293,0.00001706898,0.0001331147],"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":[0.001029628,0.0001643769,0.0005446273,0.00003433263,0.00001211993,0.00007848436,0.0000176813,0.00005493605,0.9963397,0.00004319174,0.00003241873,0.001648536],"study_design_scores_gemma":[0.0001521699,0.005372519,0.0179098,0.00001507162,0.00005466416,0.0003139564,0.00008651456,0.0006938397,0.9743882,0.00008318311,0.0009171971,0.00001281202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975634,0.0006262119,0.0006291918,0.0000527693,0.0000245778,0.00001647538,0.0002539406,0.00009850944,0.0007349206],"genre_scores_gemma":[0.9933285,0.001429617,0.001828909,0.00008510229,0.0000230341,0.00004821072,0.0007165255,0.00004096717,0.002499072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001150575,"threshold_uncertainty_score":0.003849089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892572673003306,"score_gpt":0.2475914180753996,"score_spread":0.2286656913453665,"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."}}