MétaCan
Menu
← Back to cohort
Record W4408396040 · doi:10.1101/2025.03.11.25323783

Risk-Reducing Salpingectomy: Considerations from an OBGYN Perspective

2025· preprint· en· W4408396040 on OpenAlexafffundabout
Alexandra Lukey, A. Fuchsia Howard, A.P. van der Mei, Michael R. Law, David G. Huntsman, Celeste Leigh Pearce, Rafael Meza, Gillian E. Hanley

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldMedicine
TopicClinical practice guidelines implementation
Canadian institutionsUniversity of British Columbia
FundersCanadian Institutes of Health Research
KeywordsPerspective (graphical)SalpingectomyMedicineLaw and economicsComputer scienceSociologyArtificial intelligenceBiologyGeneticsPregnancy

Abstract

fetched live from OpenAlex

Abstract Background With recent evidence that opportunistic salpingectomy is effective in preventing high grade serous carcinoma, it is imperative to consider the optimal use of this procedure. In this research, we investigated the opinions of obstetrician-gynecologists (OBGYNS) about the acceptability of using salpingectomy as a stand-alone surgery for people at higher-than-average lifetime risk (but without a pathogenic variant that increases risk for ovarian cancer) known as ‘risk-reducing salpingectomy’(RRS). Methods We conducted semi-structured interviews with purposefully sampled practicing OBGYNs in the province of British Columbia, Canada. We used qualitative interpretive description with inductive thematic analysis for data analysis. Our work was informed by the theoretical framework of acceptability. Results The nineteen participants included physicians from both general obstetrics and gynecology practices, as well as subspecialties. OBGYNs generally found RRS to be acceptable, though this acceptability was conditional on clinical, patient, and system-level factors. Five major themes suggest that: 1) There are risks and benefits of RRS, that if balanced might support acceptability; 2) It is important to define and identify the correct patient for RRS; 3) OBGYNs value patient autonomy in the decision to undergo RRS; 4) Reproductive justice and equity are intertwined and influenced by the history of forced and coerced sterilization; and 5) Formal guidance and the right environment are enablers of RRS. Conclusions This work provides initial evidence that, from the OBGYN perspective, RRS is acceptable in the right patient population, with considerations from those practicing on the front lines of ovarian cancer prevention.

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)0.017
metaresearch head score (Gemma)0.022
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.056
Threshold uncertainty score0.111

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.022
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.017
Scholarly communication0.0060.003
Open science0.0020.004
Research integrity0.0030.005
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 head0.208
GPT teacher head0.506
Teacher spread0.298 · 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
GenreCommentary

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 routes3
Has abstractyes

Explore more

Same venuemedRxiv→Same topicClinical practice guidelines implementation→French-language works237,207→