L'aplasie médullaire secondaire à un accident d'irradiation: options thérapeutiques et évolution des concepts
Bibliographic record
Abstract
Bone marrow grafting following accidental irradiation exposure should be viewed in the perspective of a severe myeloablative syndrome linked to high medullary damage for a dose range higher than 6-8 Gy, resulting in very late or no recovery. Prognosis will depend on the presence or absence of radio-combined injuries, the toxicity of the transplant procedure, and the risk of rejection induced by insufficient percritical immunosuppression. It is in this context that new cell therapy modalities, which combine enhanced peripheral hematopoietic cell engraftment and high immunosuppressive conditioning regimen with low extrahematological toxicity, inducing early and stable mixed lymphomyeloid chimerism with minimal morbidity, can be considered. Such an approach is being evaluated in the treatment of patients with hematological malignancies at high risk of transplant-related mortality using conventional bone marrow methods.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.002 |
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".