{"id":"W2884339835","doi":"10.1007/s10238-018-0519-0","title":"Dipeptidyl peptidase-4(DPP-4) inhibitors: promising new agents for autoimmune diabetes","year":2018,"lang":"en","type":"review","venue":"Clinical and Experimental Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Science and Technology Infrastructure Program; National Key Research and Development Program of China; Xiangya Hospital, Central South University; Central South University; National Natural Science Foundation of China","keywords":"Medicine; Diabetes mellitus; Dipeptidyl peptidase-4; Dipeptidyl peptidase; Alogliptin; Pharmacology; Type 1 diabetes; Clinical trial; Hematology; In vivo; Autoimmune diabetes; Type 2 diabetes; Immunology; Internal medicine; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007223733,0.0008345408,0.003763605,0.0002216257,0.0001739875,0.00004439261,0.000217848,0.0004749325,0.0004255532],"category_scores_gemma":[0.0003883068,0.0005352428,0.0008490167,0.0002173235,0.0008686834,0.0001032314,0.0003075087,0.0003651317,0.0001383866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268576,"about_ca_system_score_gemma":0.0001632046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402863,"about_ca_topic_score_gemma":6.221487e-7,"domain_scores_codex":[0.9958527,0.0001094282,0.001893644,0.001090719,0.0003890026,0.000664497],"domain_scores_gemma":[0.9975255,0.0004896649,0.0005352058,0.000633373,0.000062196,0.0007540337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001129347,0.0009144822,0.0002537383,0.00930393,0.001439186,0.00002520422,0.0001742449,4.043883e-9,0.00001908222,0.00008203169,0.1528995,0.8347757],"study_design_scores_gemma":[0.006145485,0.005781982,0.00007265629,0.04095617,0.003753335,0.000008607128,0.000112583,0.00001019904,0.00006909338,0.00006715535,0.9425688,0.0004539799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001606317,0.9895227,0.000008498983,0.0006008819,0.002137981,0.004066564,0.00001736005,0.0001537878,0.001885896],"genre_scores_gemma":[0.0003201348,0.971935,0.001031875,0.0009666167,0.006594042,0.0005235358,0.0008045259,0.0001547576,0.0176695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8343217,"threshold_uncertainty_score":0.9997099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1444811753618555,"score_gpt":0.4463483027305552,"score_spread":0.3018671273686998,"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."}}