Evidence map›Paper›PMID 41514884›Full record

ReviewBiology2025

Artificial Intelligence in Routine IVF Practice.

Grzegorz Mrugacz, Aleksandra Mospinek, Małgorzata Jagielska, Dariusz Miszczak, Anna Matosek, Magdalena Ducher-Hanaka, Paweł Gustaw, Klaudia Januszewska, Aleksandra Grzegorczyk, Svetlana Pekar

Abstract readReview
In one paragraph

Review in Biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Grzegorz MrugaczCenter for Reproductive Medicine Bocian, Białystok Branch, 26 Akademicka St., 15-267 Białystok, Poland.
Aleksandra MospinekCenter for Reproductive Medicine Bocian, Łódź Branch, 157a Piotrkowska St., 90-440 Łódź, Poland.ORCID 0009-0002-0833-0197
Małgorzata JagielskaCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Dariusz MiszczakCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Anna MatosekCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Magdalena Ducher-HanakaCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Paweł GustawCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Klaudia JanuszewskaCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Aleksandra GrzegorczykCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.
Svetlana PekarCenter for Reproductive Medicine Bocian, Warszawa Branch, 2A Stawki St., 00-193 Warszawa, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceclinical validationembryo selectionethicsinteroperabilityIVF

Identifiers

PMID41514884
PMCPMC12784763

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.