Iatrogenic Anterior Diaphragmatic Hernia in Childhood
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
Congenital anterior diaphragmatic hernias (ADH) account for 2 - 6 % of diaphragmatic defects, whereas acquired ADH are rare. These hernias are most often the result of blunt or penetrating trauma. This is the first report of iatrogenic ADH in childhood. Two children with asymptomatic, iatrogenic ADH were diagnosed at 6 and 12 months of age, respectively. Both had undergone previous cardiac surgery requiring pericardial drainage. The ADH was seen on an incidental chest X-ray in one patient, and during a laparoscopic-assisted gastrostomy in the other. Both were successfully repaired laparoscopically. Subxiphoid pericardial drains may result in iatrogenic ADH. A high index of suspicion after cardiac surgery is necessary to avoid missing this potentially serious complication. Laparoscopy is a useful tool in both the diagnosis and repair of this condition.
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.
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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it