Pregnancy in advanced chronic kidney disease and end-stage renal disease
Bibliographic record
Abstract
PURPOSE OF REVIEW: This article reviews the available literature about the incidence, outcomes, and the management of pregnancy in women with advanced chronic kidney disease (CKD) and end-stage renal disease (ESRD) who require renal replacement therapy. RECENT FINDINGS: Pregnancy in women with advanced CKD and ESRD can result in serious adverse maternal and fetal outcomes, but improved outcomes have been noted in recent years, likely secondary to intensified dialysis regimens. More intensive dialysis allows for the gentle removal of water, solutes, and uremic toxins, which theoretically results in near-normal maternal renal physiology, an improvement in placental blood flow, and therefore a better environment for fetal growth and development. As management remains complex, a close joint collaboration between the high-risk obstetrical team and nephrology is essential. SUMMARY: Pregnancy on dialysis is becoming a viable option for women with advanced CKD and ESRD who do not have immediate access to transplantation.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".