Laparoscopic retrieval of a sewing needle from the liver
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
INTRODUCTION: Less than 1% of ingested foreign bodies will require surgical management. An uncommon complication of ingested foreign body is migration to the liver. We present a case of laparoscopic removal of an intrahepatic foreign body. PRESENTATION OF CASE: 32-year-old female presented with a four month history of epigastric abdominal pain following suspected foreign body ingestion. CT scan demonstrated a metallic object lying in the left lateral segment of the liver. The patient was brought to the operating room where the object was removed laparoscopically and was found to be a sewing needle. DISCUSSION: Hepatic foreign bodies are an uncommon entity and typically result from a transcutaneous or ingested (e.g., gastrointestinal) source. Symptoms are often vague and can develop remote from the time of ingestion. Surgical management is warranted for symptomatic intrahepatic foreign bodies. CONCLUSION: Laparoscopy is an effective surgical method for removal of intrahepatic foreign bodies in some cases.
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 | 0.001 | 0.004 |
| 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) | 0.001 | 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