Intrathoracic lipoma in a Labrador retriever
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
Pyrexia, granulocytosis and hyperglobulinaemia were the main clinical findings in an unusual case of intrathoracic lipoma in a 12-year-old male Labrador retriever. The response to antibiotic and anti-inflammatory treatment was poor, prompting further investigation. Survey radiographs and ultrasonography revealed a cavitated, fluid-filled soft tissue mass in the right hemithorax, which was successfully removed resulting in rapid resolution of clinical signs. Lipomas are rare intrathoracic extrapulmonary tumours. Previously reported clinical signs are dyspnoea and coughing, attributed to the mass effect of the lipoma. The unusual presentation in this case was caused by necrosis of the lipoma, probably owing to torsion of the pedicle attaching it to the cranial mediastinum.
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 | 0.005 |
| 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 | 0.001 |
| 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