Long-term response of juvenile idiopathic arthritis after conditioning with 8 Gy total body irradiation followed by autologous peripheral blood stem cells: Case report
Bibliographic record
Abstract
Woolfrey A, Storek J, Bowyer S, Nelson R, Robertson M, Wallace C. Long-term response of juvenile idiopathic arthritis after conditioning with 8 Gy total body irradiation followed by autologous peripheral blood stem cells: Case report.Pediatr Transplantation 2010: 14:E65–E69. © 2009 John Wiley & Sons A/S. Abstract: Investigations of HCT for refractory JIA have employed high dose immunosuppressive drugs, such as CY and ATG with or without low dose TBI. Initial disease response has been observed in approximately two-thirds of patients; however, relapse occurs in about half of the responders. The current report describes a regimen with substantially increased dose of TBI, previously shown to be associated with high rate of disease response in adult patients with refractory MS and severe SSc. We report outcome of the lead patient in this pilot study, who remains in complete remission now, five yr after HCT. This regimen should be considered for patients with JIA refractory to medical therapies, including previous low intensity regimen HCT.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".