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Record W4407640097 · doi:10.1136/heartjnl-2024-324391

Estimated sodium intake and premature ventricular complexes: data from the population-based Swedish CArdioPulmonary bioImage Study

2025· article· en· W4407640097 on OpenAlexaff
Johan Economou Lundeberg, Jonas Wuopio, Andrew Mente, Alexandra Måneheim, Magdalena Okrajni, Jeff S. Healey, Johan Sundström, Johan Ärnlöv, Gunnar Engström, Linda Johnson

Bibliographic record

VenueHeart · 2025
Typearticle
Languageen
FieldNursing
TopicSodium Intake and Health
Canadian institutionsMcMaster UniversityPopulation Health Research Institute
FundersVetenskapsrådetKnut och Alice Wallenbergs StiftelseHjärt-LungfondenSvenska Sällskapet för Medicinsk ForskningVINNOVA
KeywordsMedicineMorningPopulationBody mass indexSodiumInternal medicineCardiology

Abstract

fetched live from OpenAlex

BACKGROUND: Premature ventricular complexes (PVCs) predict coronary heart disease, heart failure, atrial fibrillation and death, all of which are also related to sodium intake. We studied estimated sodium intake and PVC frequency in the randomly selected population-based Swedish CArdioPulmonary bioImage Study cohort. METHODS: In our cross-sectional study, we included 5636 individuals with 24-hour ECG registration and fasting morning urine sampling. Sodium intake was estimated using the Kawasaki formula, and the association between sodium intake and PVC frequency was modelled using multivariable negative binomial regression, adjusted for age, sex, body mass index, level of education, height, physical activity and smoking status, across prespecified strata of sodium intake: <2 g/day, 2-2.99 g/day, 3-3.99 g/day (reference category), 4-4.99 g/day and ≥5 g/day. RESULTS: The median age was 57.6 years, and 51.9% were female. The median daily PVC count was 8 (IQR 3-41); 5.9% had ≥500 PVCs/24 hours. The mean estimated sodium intake was 3.3 g/day. There was a U-shaped association between sodium intake and PVCs. Compared with the reference of 3-3.99 g/day (28% of participants), sodium intakes <2 g/day (15% of participants) and ≥5 g/day (10% of participants) were associated with 26% (95% CI 6% to 49%) and 52% (95% CI 26% to 84%, p<0.01) increases in PVC frequency, respectively, but intakes of 2-2.99 g/day and 4-4.99 g/day were not (5% (95% CI -8% to 20%) and 4% (95% CI -11% to 22%) increase, respectively). CONCLUSION: There was a U-shaped association between sodium intake and PVC frequency, with both low and high sodium intake associated with higher PVC frequency.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score1.000

Codex and Gemma teacher scores by category

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

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 head0.055
GPT teacher head0.344
Teacher spread0.289 · 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 teacher head, 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

Citations1
Published2025
Admission routes1
Has abstractyes

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