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Record W4397043209 · doi:10.1681/asn.20233411s1372b

Renal Protective Treatment Use for Non-Diabetic CKD in Japan, Sweden, and the United States

2023· article· en· W4397043209 on OpenAlexaff
Navdeep Tangri, Maria Svensson, Johan Bodegård, Samuel Adamsson Eryd, Marcus Thuresson, Tadashi Sofue

Bibliographic record

VenueJournal of the American Society of Nephrology · 2023
Typearticle
Languageen
FieldMedicine
TopicChronic Kidney Disease and Diabetes
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsMedicineDiabetes mellitusIntensive care medicineInternal medicineEndocrinology

Abstract

fetched live from OpenAlex

Background: Chronic kidney disease (CKD) is an underdiagnosed disease affecting 10% of people worldwide. Appropriate management of CKD delays progression and reduces its burden. Renin-angiotensin system inhibitors (RASis) have been the mainstay of CKD treatment until recently. Here we describe the use of RASis and the sodium-glucose co-transporter-2 inhibitor dapagliflozin in a contemporary population of patients with CKD. Methods: This study used secondary data extracted from electronic health records or claims data sources. Adult patients with CKD (either two estimated glomerular filtration rate [eGFR] measurements ≥ 90 days apart of which both were ≤ 60 mL/min/1.73 m2 or an eGFR ≤ 60 mL/min/1.73 m2 followed by a CKD diagnosis) who were new RASi or dapagliflozin users during 2021-2023 were included. Patients with type 1 or gestational diabetes, stage 5 CKD or on dialysis were excluded. RASi and dapagliflozin doses and persistence were assessed in the year following initiation. Results: Overall, 159 220 patients were included (Japan, 57 222; Sweden, 10 861; USA, 91 137). Median ages were 75, 72 and 72 years, and 63%, 66% and 52% were males in Japan, Sweden and the USA, respectively. Of patients without type 2 diabetes, a high proportion receiving dapagliflozin remained on the evidence-based 10 mg target dose (Figure). A large proportion of patients treated with RASis received low doses. At 12-month follow-up, dapagliflozin persistence was approximately 65%, 80% and 55% in Japan, Sweden and the USA, respectively, and was 34%, 75% and 64% for RASi, respectively. Conclusions: CKD treatment with dapagliflozin was associated with a high likelihood of receiving and remaining on target dose compared with RASi treatment. Efforts to maintain patients on renal protective treatment are needed. Funding: Commercial Support - AstraZeneca

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.045
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.023
GPT teacher head0.296
Teacher spread0.273 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the American Society of Nephrology→Same topicChronic Kidney Disease and Diabetes→French-language works237,207→