Skull Base Chondrosarcoma Presenting with Hemorrhage
Bibliographic record
Abstract
A 34-year-old white man with a six month history of a feeling of déjà vu presented with an acute onset of headache and blurred vision associated with nausea and vomiting. Neurological examination was significant for a right third cranial nerve palsy. Computerized tomography (CT) demonstrated a 2.0 cm rim calcified right paracavernous mass with intratumoral hemorrhage and an adjacent 2.6 cm by 2.0 cm right temporal lobe hematoma. Intraventricular hemorrhage (IVH) was present in both lateral ventricles, right more than left (Figure 1). Diagnostic cerebral angiography demonstrated no evidence of aneurysm. Brain magnetic resonance (MR) imaging revealed a 2 cm mass in the right paracavernous region extending into the suprasellar region with heterogeneous signal intensity on T1- and T2-weighted images and heterogeneous enhancement after gadolinium administration. Adjacent to the lesion was a right temporal lobe hematoma; intraventricular hemorrhage was also observed in the right lateral ventricle (Figure 2). The patient underwent a right pterional craniotomy for gross total resection of the tumour. Histopathological examination of the tumour demonstrated a low grade hyaline chondrosarcoma. The patient subsequently underwent proton beam radiotherapy and is currently 82 months out from surgery with no evidence of recurrence.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".