Primary mediastinal spindle cell sarcoma in a dog
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
Abstract Soft tissue sarcomas are frequently reported tumours in dogs and are most often located in the cutaneous and subcutaneous tissues. Primary thoracic soft tissue sarcomas are infrequently reported in veterinary literature. This case report describes the diagnosis and treatment of a primary mediastinal spindle cell sarcoma of a 7‐year‐old, male, neutered Labrador retriever. Staging was performed before surgery. Computed tomography revealed a large intrathoracic mass in the left ventral hemithorax. A left‐sided thoracotomy was performed and a large pedunculated mass originating from the caudal mediastinum was excised. Histopathology revealed a high‐grade, undifferentiated spindle cell sarcoma. Immunohistochemistry staining confirmed the mesenchymal origin of the mass. Adjuvant chemotherapy was administered. Thoracic radiology was performed 38 days after surgery and revealed pleural effusion and mass effect in the caudal thorax. The patient was euthanased 66 days after surgery due to acute respiratory distress.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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