Perinatal Outcome in Fetuses with Dislodged Thoraco-Amniotic Shunts
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: Fetal thoraco-amniotic shunts (TASs) can dislodge in utero, migrating internally into the fetal thorax or externally into the amniotic cavity. Our objective was to evaluate the perinatal and long-term outcome of fetuses with TAS dislodgement and conduct a review of the literature. METHODS: This is a retrospective review of all TAS inserted for primary pleural effusions and macrocystic congenital pulmonary airway malformations (CPAMs) in a tertiary fetal medicine center (1991-2020). Antenatal history, procedural factors, and perinatal and long-term outcomes were reviewed in all fetuses with dislodged shunts and compared to fetuses with shunts that did not dislodge. RESULTS: Of 211 TAS inserted at a mean gestational age of 27.8 weeks ± 5.47 (17.4-38.1 weeks), 187 (89%) were inserted for pleural effusions and 24 (11%) for macrocystic CPAMs. Shunts dislodged in 18 fetuses (8.5%), 17 (94%) of which were for pleural effusions. Shunts migrated into the chest wall/amniotic cavity or into the thorax among 7/18 (39%) and 11/18 (61%) fetuses, respectively. Eleven (61%) fetuses were initially hydropic, which resolved in 8 (72%) cases. Effusions were bilateral in 9 (50%), amnioreduction was required in 6 (33%), and fetal rotation in 8 cases (44%). Four (22%) fetuses underwent repeat shunting, 12 (67%) neonates required ventilatory support, and 2 (11%) neonates required chest tubes. There was no significant difference in technical factors or outcomes between infants with shunts that dislodged and those that did not. Among 11 intrathoracic shunts, 2 (18%) were removed postnatally and the remainder are in situ without any shunt-related or respiratory complications over a follow-up period of 9 months to 22 years. CONCLUSION: TAS dislodged antenatally in 8.5% of fetuses, with 2/3 of shunts migrating into the thorax, and nearly 25% requiring re-shunting. Retained intrathoracic shunts were well tolerated and may not necessarily require surgical removal after birth.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it