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Record W2504850179 · doi:10.1111/hdi.12438

A systematic review of the benefits and harms of dipeptidyl peptidase‐4 inhibitor for chronic kidney disease

2016· review· en· W2504850179 on OpenAlexfundvenueno aff
Hiroyuki Kamiya

Bibliographic record

VenueHemodialysis International · 2016
Typereview
Languageen
FieldMedicine
TopicDiabetes Treatment and Management
Canadian institutionsnot available
FundersMcGill University
KeywordsMedicineInternal medicinePlaceboKidney diseaseDiabetes mellitusGlycemicOdds ratioHypoglycemiaAdverse effectDipeptidyl peptidase-4 inhibitorSitagliptinMeta-analysisRandomized controlled trialDipeptidyl peptidase-4GastroenterologyType 2 diabetesEndocrinologyInsulinPathology

Abstract

fetched live from OpenAlex

INTRODUCTION: Diabetes mellitus (DM) is the leading cause of chronic kidney disease (CKD) and the optimal glycemic control is key to delay the progression of the disease and prevent major complications. Dipeptidyl peptidase-4 (DPP-4) inhibitors have emerged as a promising therapeutic option. However, the benefits and harms of the treatment have yet to be clarified for diabetic patients with CKD. METHODS: Type 2 diabetic patients with moderate to severe CKD including end-stage renal disease were eligible and randomized controlled trials comparing DPP-4 inhibitors with no treatment or placebo or other antihyperglycemic agents were included. A systematic electronic search was conducted through the Medline Ovid, EMBASE, Cochrane Central Register of Controlled Trials and ClinicalTrials.gov. FINDINGS: between DPP-4 inhibitors and placebo ranged from -0.60% to -0.42%. The odds ratio of hypoglycemia, mortality and severe adverse effects due to all types of DPP-4 inhibitors were 1.35 (95% CI: 0.98-1.84), 0.88 (95% CI: 0.42-1.86) and 0.86 (95% CI: 0.65-1.15), respectively while that due to DPP-4 inhibitors with renal clearance were 1.40 (95% CI: 0.87 to 2.24), 0.85 (95% CI: 0.35 to 2.04) and 0.91 (95% CI: 0.63 to 1.32), respectively. DISCUSSION: DPP-4 inhibitors demonstrated beneficial effects on the glycemic control for diabetic patients with CKD without causing any additional adverse effects. However, a definitive conclusion has yet to be drawn due to serious methodological problems and a small number of studies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.034
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.011
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.034
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0110.008
Bibliometrics0.0080.009
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0070.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.022
GPT teacher head0.299
Teacher spread0.278 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations19
Published2016
Admission routes2
Has abstractyes

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