Porta hepatis abscess and portal vein thrombosis following ingestion of a fishbone
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
A man in his late 50s presented to the emergency room with a 1-month history of severe abdominal pain and an endoscopic fishbone retrieval from his rectum. Serial CT scans revealed a fishbone located in the patient's upper abdomen, which had migrated through the stomach wall, into the periportal space, causing a contained gastric perforation, development of a porta hepatis abscess and secondary portal vein thrombosis. Furthermore, the sharp tip of the fishbone lay 5 mm from the patient's hepatic artery. He was transferred to a hepatobiliary centre where he underwent urgent exploratory laparotomy, with surgical exploration of the porta, drainage of the abscess and retrieval of the fishbone. Postoperatively, he received further treatment with antibiotics and anticoagulation and recovered without further sequelae.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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