Histiocytic sarcoma in a flat‐coated retriever with central and peripheral nervous system sarcomatosis
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 six‐year‐old male, neutered, flat‐coated retriever presented with a suspicion of localised histiocytic sarcoma (HS) in the right axillary region, fine needle aspirate was suggestive of HS. The dog was prescribed four doses of radiotherapy (4×850 cGy). At the first treatment tru‐cut biopsies of the mass were taken, and histopathology was consistent with the cytological diagnosis. At the third treatment, the dog developed five cutaneous nodules, and microscopy confirmed HS. Seven weeks after radiotherapy, the patient presented with severe progressive hind limb ataxia and a flaccid tail. Due to the severity of clinical signs, euthanasia was performed. Postmortem examination revealed neoplastic cells within the right axillary mass, liver, kidney, adrenal gland and diffusely infiltrating the brain, lumbar spinal cord, cauda equina and spinal nerves, consistent with metastatic HS. This case is unusual in the diffuse and infiltrative dissemination of the tumour throughout the CNS and nerve roots.
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 | 0.000 | 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) | 0.000 | 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