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Record W4412092104 · doi:10.3390/jcm14134768

Paternity After Treatment of Cryptorchidism: A Systematic Review

2025· review· en· W4412092104 on OpenAlexaboutno aff
Anna Lund Henriksen, Ida-Marie Poulsen, Freja Sørensen, Jens Fedder

Bibliographic record

VenueJournal of Clinical Medicine · 2025
Typereview
Languageen
FieldMedicine
TopicTesticular diseases and treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineGynecology

Abstract

fetched live from OpenAlex

Background: Male infertility can arise from various causes, accounting for 30–50% of infertility cases. The aim of this systematic review is to establish paternity outcomes in men treated for cryptorchidism during childhood, and to evaluate the optimal age for surgical intervention in relation to fertility. Methods: This systematic review is conducted according to the PRISMA guidelines and registered in PROSPERO (CRD420251010710). The electronic databases Medline, Embase, and PubMed were searched for eligible studies from 1990 to February 2025. All types of original published human studies examining paternity outcomes in men treated for cryptorchidism during childhood were included. This review focused on comparing paternity rates between men treated for unilateral versus bilateral cryptorchidism. Additionally, studies were required to assess the influence of age at the time of treatment on the likelihood of achieving paternity later in life. Risk of bias was assessed using the Newcastle–Ottawa Scale. Six studies were included. Results: Five out of six studies found higher paternity rates in men treated for unilateral cryptorchidism compared to bilateral cryptorchidism. Early intervention is preferable, although delayed treatment in early childhood may still preserve fertility. One large study showed a 5% increase in the need for assisted reproductive treatment (ART) for every six-month delay in surgery, with a significantly higher use of ART observed when surgery was performed after 18 months. Conclusions: Bilateral cryptorchidism and delayed orchiopexy are linked to lower fertility and the increased use of ART. Future studies should focus on high-quality research to define the optimal age for orchiopexy in relation to paternity.

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)0.008
metaresearch head score (Gemma)0.048
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.048
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0060.007
Bibliometrics0.0050.007
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.138
GPT teacher head0.527
Teacher spread0.389 · 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 designSystematic review
Domainnot available
GenreReview

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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