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Record W4414472764 · doi:10.1002/ijgo.70546

Gynecologic surgery for benign disease: Preserving reproductive potential

2025· article· en· W4414472764 on OpenAlexaff
Togas Tulandi, Edgar Mocanu, Nikhil Purandare, Scott M. Nelson, Eytan R. Barnea, Ruth Dolmo Carluccio, Elif Göknur Topçu, Dov Feldberg

Bibliographic record

VenueInternational Journal of Gynecology & Obstetrics · 2025
Typearticle
Languageen
FieldMedicine
TopicEndometriosis Research and Treatment
Canadian institutionsMcGill University
Fundersnot available
KeywordsInfertilityHydrosalpinxFertility preservationOvarian reservePolycystic ovaryPregnancyReproductive technologyOvulation inductionReproductive medicine

Abstract

fetched live from OpenAlex

Preserving fertility is essential when managing benign gynecologic disorders in reproductive-aged women. Surgical interventions can impact future fertility, therefore requiring an evidence-based, individualized approach. The FIGO Committee on Reproductive Endocrinology and Infertility reviewed current literature to develop recommendations for fertility-sparing surgical management. Effective treatment must balance disease control with fertility preservation. Evidence supports refined surgical techniques and alternative methods that minimize reproductive harm. In pregnancy loss management, medical treatment is preferred; however, if surgery is needed, hysteroscopic evacuation is safer than sharp curettage, reducing the risk of intrauterine adhesions. Similarly for other operative hysteroscopic procedures or abdominal procedures, including myomectomy, the use of an adhesion-reducing substance is recommended. During abdominal myomectomy, only symptomatic or fertility-impairing fibroids should be removed, as excessive resection may reduce pregnancy chances. In endometrioma surgery, preserving ovarian tissue is crucial by minimizing stripping of the pseudocapsule, or using sclerotherapy may help. Oocyte cryopreservation should be discussed when recurrence or reduced ovarian reserve is a concern. Hydrosalpinx often requires salpingectomy to enhance in vitro fertilization outcomes, but surgeons should protect ovarian blood flow by minimizing thermal injury. For adenomyosis, medical management is preferred due to the risks associated with surgical techniques like the triple-flap procedure. In polycystic ovary syndrome, laparoscopic ovarian drilling is discouraged; ovulation induction with letrozole or gonadotropins is safer and effective. In summary, fertility-sparing treatment demands personalized, evidence-based strategies that prioritize reproductive potential while managing disease. As reproductive goals evolve, continued refinement of these approaches remains vital to women's health care.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.002

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 head0.027
GPT teacher head0.344
Teacher spread0.317 · 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 designNot applicable
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

Citations4
Published2025
Admission routes1
Has abstractyes

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