Extracorporeal photopheresis in the management of graft-versus-host disease
Bibliographic record
Abstract
QUESTION: Is there a benefit associated with the use of extracorporeal photopheresis (ecp) compared with other treatment options for patients who have received allogeneic stem-cell transplantation (sct) and are experiencing graft-versus-host disease (gvhd), if response rate, survival, or improvement in symptoms are the outcomes of interest? PERSPECTIVES: After allogeneic sct, gvhd is a common complication historically categorized as either acute (agvhd: onset ≤100 days post-transplantation) or chronic (cgvhd: >100 days post-transplantation). Graft-versus-host disease occurs when the donor's immune cells recognize the host patient's tissues and organs as foreign and attack them, causing a multitude of problems, often in liver, gastrointestinal system, and skin. Photopheresis is one therapy that has emerged since the early 2000s for the management of steroid-refractory gvhd because of its steroid-sparing ability, low associated toxicity, and efficacy in some clinical settings. The present recommendation report summarizes the available data about photopheresis for the treatment of gvhd and provides recommendations on its use. METHODOLOGY: The medline (Ovid) database was systematically searched for January 1995 to August 2013, and the best available evidence was used to draft recommendations relevant to adult and pediatric patients in Ontario who have received allogeneic sct and are experiencing gvhd. Draft recommendations were first reviewed by clinical and methodology experts before undergoing internal review. Final approval of this practice guideline report was obtained from both the Stem Cell Transplant Steering Committee and the Report Approval Panel of the Program in Evidence-Based Care. RECOMMENDATIONS: These recommendations apply to adult and pediatric patients who have received an allogeneic sct and are experiencing gvhd: ecp is an acceptable therapy for the treatment of steroid-dependent or refractory agvhd in adult and pediatric patients.ecp is an effective therapy for the treatment of steroid-dependent or refractory cgvhd in adult and pediatric patients. QUALIFYING STATEMENT: In Ontario, ecp is currently a covered therapy for patients with steroid-refractory gvhd who meet certain eligibility criteria.
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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 | 0.016 | 0.055 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.005 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".