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Record W3142115300 · doi:10.1016/j.gore.2021.100765

A case series of aggressive angiomyxoma: Using morphologic type and hormonal modification to tailor treatment

2021· article· en· W3142115300 on OpenAlexaff
Joni Kooy, Vanessa Carlson, Lana Šačiragić, Summit Sawhney, Gregg Nelson

Bibliographic record

VenueGynecologic Oncology Reports · 2021
Typearticle
Languageen
FieldMedicine
TopicUrologic and reproductive health conditions
Canadian institutionsUniversity of CalgaryNova Scotia Health AuthorityJuravinski Cancer Centre
Fundersnot available
KeywordsAggressive angiomyxomaMedicineMyxomaMagnetic resonance imagingBiopsyHormonal therapyPelvisMedical recordSurgeryRadiologyCancerInternal medicineBreast cancer

Abstract

fetched live from OpenAlex

Aggressive angiomyxoma is a rare tumour type with a predilection for the female pelvis, high rates of estrogen and progesterone receptor positivity and local recurrence. A retrospective chart review of patients with aggressive angiomyxoma treated at 2 cancer centres is presented. Nine patients were identified with a mean age of 41. Five patients had deeply invasive tumours that were difficult to surgically resect. Four patients had pedunculated tumours with less complex resections. In only two cases was aggressive angiomyxoma considered before resection: one due to classic magnetic resonance imaging findings and one with a preoperative biopsy. Four patients had positive margins after resection, with only one having persistent disease. Two patients were treated with gonadotropin-releasing hormone (GnRH) agonists resulting in tumour regression in one and no recurrence in the other. In this case series, aggressive angiomyxoma presented in deeply invasive and pedunculated forms. Previously reported high rates of recurrence were not observed in this group, perhaps secondary to easier resection in the pedunculated forms. GnRH agonists were successfully used as adjuncts to surgery. Evidence in this case series could be used to provide tailored treatment to patients with aggressive angiomyxoma.

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)0.000
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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.103
GPT teacher head0.382
Teacher spread0.279 · 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 designCase report
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

Citations8
Published2021
Admission routes1
Has abstractyes

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