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Record W6997218039

The Use of Pantoprazole Prior to Frozen Embryo Transfers - Clinical Trial

2025· article· en· W6997218039 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship at UWindsor (University of Windsor) · 2025
Typearticle
Languageen
FieldMedicine
TopicOvarian function and disorders
Canadian institutionsnot available
Fundersnot available
KeywordsPregnancyMiscarriageEctopic pregnancyEmbryo transferInfertilityIn vitro fertilisationAdverse effectIncidence (geometry)Recurrent miscarriage
DOInot available

Abstract

fetched live from OpenAlex

In-vitro fertilization (IVF) is a common infertility treatment involving the retrieval and fertilization of mature eggs1. Embryos from an IVF cycle or donor can be cryopreserved (frozen) to be used in a future pregnancy through a process known as frozen embryo transfer (FET). The frozen embryo is thawed just prior to transferring into the uterus to initiate pregnancy2. Preterm birth, occurring before 37 weeks of gestation, is the leading cause of perinatal and neonatal morbidity and mortality globally3. Other critical complications that can occur during pregnancy include ectopic pregnancy and miscarriage. However, IVF is associated with a higher incidence of preterm birth, ectopic pregnancy, and miscarriage compared to natural conception3.Tocolytics, or uterine relaxant drugs, are often prescribed to address preterm birth4, but their application is limited due to adverse effects and short delivery delays5. To address these limitations, new therapeutic agents have emerged. One common approach in these investigations is to repurpose existing drugs with demonstrated safety, such as proton-pump inhibitors (PPIs), which act as effective relaxants of the myometrium via the Rho/ROCK pathway6. Pantoprazole, an FDA Category B and Health Canada-approved PPI, is safe for pregnancy use to reduce gastroesophageal reflux disease (GERD)-related symptoms7. Meta-analysis findings highlighted that PPI use during pregnancy demonstrated no increased risk for preterm delivery, spontaneous abortions, or major congenital birth defects8. Unfortunately, there is a gap in existing research, as few other studies investigate the use of PPIs during pregnancy and in conjunction with FET and IVF. This study will examine live birth rates and the presence/absence of pregnancy complications following the administration of pantoprazole during the time of FET.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0160.002

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 head0.083
GPT teacher head0.316
Teacher spread0.233 · 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 designNon-randomized trial
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
Published2025
Admission routes1
Has abstractyes

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