Maternal Metastatic Synovial Sarcoma in Pregnancy
Bibliographic record
Abstract
Pregnancy with known metastatic cancer is rare. A case of a woman with known metastatic synovial sarcoma in pregnancy is presented in the study. Her disease progressed with an enlarging and new pulmonary metastasis requiring bilateral pulmonary metastasectomies, both during pregnancy and after delivery. Her pregnancy was uncomplicated otherwise, and she had a successful at term vaginal delivery of a healthy female baby. During her second pregnancy, her disease aggressively recurred at eight weeks gestation without therapeutic options. Thus, palliative care was initiated and she died shortly thereafter. The implications of sarcoma growth and the potential thromboembolic risk with active malignancy in pregnancy is discussed in the study. RésuméLa grossesse accompagnée d’un cancer métastatique connu est rare. Cette étude présente le cas d’une femme enceinte atteinte d’un sarcome synovial métastatique connu. Sa maladie a progressé sous forme d’une nouvelle métastase pulmonaire en croissance nécessitant une métastasectomie pulmonaire bilatérale pratiquée pendant la grossesse et après l’accouchement. Sa grossesse s’est déroulée sans autre complication et elle a accouché à terme par voie vaginale d’une fille en bonne santé. Au cours de sa deuxième grossesse, son cancer a récidivé de manière agressive à huit semaines de grossesse sans qu’aucune option thérapeutique ne soit possible. Par conséquent, des soins palliatifs ont été mis en place et elle est décédée peu de temps après. Cette étude exam-ine les conséquences de la croissance du sarcome et le risque thromboembolique potentiel lié aux tumeurs malignes actives durant la grossesse.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".