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Record W4403811084 · doi:10.1681/asn.2024sfqtqqz7

Incident Hypertension in Young Adults with a Modest eGFR Reduction

2024· article· en· W4403811084 on OpenAlexaffabout
Sumaiya Ahmed, Junayd Hussain, Ayub Akbari, Pietro Ravani, Gregory L. Hundemer, Tim Ramsay, Ann Bugeja, Greg Knoll, Manish M. Sood

Bibliographic record

VenueJournal of the American Society of Nephrology · 2024
Typearticle
Languageen
FieldMedicine
TopicMedical Imaging Techniques and Applications
Canadian institutionsAlberta Health ServicesOttawa Hospital
Fundersnot available
KeywordsMedicineReduction (mathematics)Internal medicineCardiology

Abstract

fetched live from OpenAlex

Background: Hypertension (HTN) is a common, modifiable risk factors for cardiovascular (CV) disease with a rising occurrence in young adults (18-39). Advanced chronic kidney disease is well established as a risk factor for HTN, however, uncertainty remains regarding the relationship between modest eGFR declines (between 60 to 100 ml/min) and HTN. Methods: A retrospective cohort study of 8.7 million individuals (3.6 million aged 18-39 years) using linked provincial healthcare datasets from Ontario, Canada from January 2008 to March 2021. Cox models were conducted to examine the association of categorized eGFR (50-120 mL/min/1.73m2) and incident HTN, stratified by age (18-39, 40-49, 50-65 years). Results: Among our cohort (8.7 million individuals, mean age 41.3, mean eGFR 104.2, median follow-up 9.2 years), a step wise increase in blood pressure was observed elevations in blood pressure observed as early as eGFR<90 in young adults (eg. at eGFR 70-80, ages 18-30: 10.5 events per 1000 person-years(p-y), HR 1.31 (1.27-1.40); ages 40-49: 20.4/1000p-y, HR 1.07 (1.05-1.09); ages 50-65: 31.9/1000p-y, HR 1.03 (1.02-1.04) (figure 1). In addition, HTN was detected in patients with mild to negligeable albuminuria with increasing incidence as GFR declined. Among young adults who developed HTN, CV events were higher, and this increased with modest eGFR reductions. Conclusion: HTN in young adults is associated with modest reductions in eGFR (<70-80) and a higher risk of CV consequences warranting early identification, monitoring, and management.

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)0.000
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 score0.098
Threshold uncertainty score0.196

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.015
GPT teacher head0.291
Teacher spread0.276 · 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
Published2024
Admission routes2
Has abstractyes

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