Reconsidering the lifetime deferral of blood donation by men who have sex with men
Bibliographic record
Abstract
Although leptomeningeal spread (LMS) of primary CNS tumors in children has been well documented in the literature, it has rarely been reported in children with low-grade gliomas. Between 1975 and 1985, 6 of 162 children (3.7%) with low-grade gliomas treated at Children9s Hospital of Philadelphia had LMS. LMS was present at diagnosis of the original tumor in one patient, was the first sign of relapse in one patient, occurred simultaneously with local relapse in two patients, and after local relapse in two patients. Pathology of the original tumor was low-grade astrocytoma in five and low-grade oligodendroglioma in one. Primary tumor site was cervical cord in three, chiasm in one, frontal lobe in one, and cerebellum in one. All of the children with LMS had undergone surgical treatment at the time of diagnosis of the primary tumor; four had total resections at some point in their course. Three of the six patients died; three are still alive after treatment with radiation therapy and/or chemotherapy. The longest survival to date has been 31/2 years after diagnosis of LMS. We compared clinical characteristics of these six patients with 131 children with low-grade tumors without dissemination treated at our institution during the same time period. LMS, although relatively infrequent, does occur in children with low-grade gliomas, especially spinal cord tumors. LMS may occur at any time during illness and diagnosis may be difficult unless LMS is suspected. Treatment, at times, results in clinical improvement and considerable disease control.
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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 | 0.002 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".