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Record W4415423853 · doi:10.1093/ndt/gfaf116.1138

#2541 Severity of preeclampsia and fetal complications—potential association with serum albumin levels?

2025· article· en· W4415423853 on OpenAlexaboutno aff
Elena Ciciu, C Panà, Alina Mihaela Stăniguț, Liliana Tuţă

Bibliographic record

VenueNephrology Dialysis Transplantation · 2025
Typearticle
Languageen
FieldMedicine
TopicPregnancy and preeclampsia studies
Canadian institutionsnot available
Fundersnot available
KeywordsPreeclampsiaProteinuriaGestational ageAlbuminProspective cohort studyFetusSerum albumin

Abstract

fetched live from OpenAlex

Abstract Background and Aims Preeclampsia (PE) affects 5-8% of pregnancies worldwide. Recent studies have suggested that serum albumin and proteinuria are related to the severity of PE and its complications. The Canadian Society of Obstetrics and Gynecology suggested that a serum albumin level of 2 g/dl or less may represent one of the criteria of severity. The aim of the study was to assess the relevance of serum albumin level in the severity of preeclampsia, and its potential association with maternal and fetal complications. Method A descriptive and prospective study was used for analyzing the relevance of serum albumin level in the severity of preeclampsia, and its potential association with maternal and fetal complications, at a level less than 2 g/dL. Results The study group included 59 pregnant women with PE and depending on severity of preeclampsia were established 2 groups: 23 women with mild PE and 36 women with severe PE. Depending on the gestational age at onset of PE, the study groups were divided into 2 groups: early onset (<34 weeks) and late onset (>34 weeks). The risk of finding severe PE in pregnant women with early onset is 5.625 times higher than the risk of finding severe PE in pregnant women with late onset (OR = 5.625, 95% CI for OR = 1.794–17.633). Albumin levels were significantly different between the group with severe PE versus mild PE (2.44 ± 0.36, respectively 1.82 ± 0.50; t = −5.507, df = 56.381, P < 0.001). The Youden index was 0.6280, establishing a level of 2.3 g/dl which represents the threshold between the severe PE and the mild PE (sensitivity 88.89%, specificity 73.9%) We observed a strong association between albumin <2 g/dL and severe proteinuria. The risk of encountering the impairment of renal function, liver function and severe proteinuria/24 h in pregnant women with serum albumin >2 g/dL is considered equal to the risk of encountering impairment of renal function, liver function and severe proteinuria in patients with serum albumin <2 g/dL (Table 1).The risk of fetal complications, prematurity and low birth weight in pregnant women with serum albumin >2 (g/dL) is considered equal to the risk of fetal complications, prematurity and low birth weight in patients with serum albumin <2 (g/dL) (Table 2). There was no association of serum albumin level with gestational age, dysfunction of renal/hepatic function and proteinuria/24 h. (P > α = 0.05) or fetal complications, prematurity, and low birth weight of the new-born (P > α = 0.05) Conclusion Serum albumin was increased in the group of pregnant women with severe PE compared to mild PE. Serum albumin levels less than 2 g/dL are not mandatory to be included in the PE severity criteria, more studies are required. Prematurity and low birth weight are fetal complications frequently associated with PE, but could not be correlated with low value of serum albumin in pregnant women with PE.

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)0.006
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 score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.010
GPT teacher head0.251
Teacher spread0.240 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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