Cost and Resource Use of Pemphigus and Pemphigoid Disorders Pre- and Post-Rituximab
Bibliographic record
Abstract
BACKGROUND: Rituximab (RTX) is increasingly used for the treatment of pemphigus and pemphigoid disorders. The high cost of RTX frequently limits its use and access. OBJECTIVE: To determine the health system resources and costs associated with RTX treatment of pemphigus and pemphigoid. METHODS: Health system resources and costs attributed to a convenience sample of 89 patients with either pemphigus or pemphigoid were identified, quantified, and valued 6 months prior to and following RTX initiation between May 2006 and August 2012. Overall cohort costs and costs per patient were calculated (2013 Can$). RESULTS: The overall cohort cost for 6 months pre-RTX was $3.8 million and for 6 months post-RTX was $2.6 million. The average cost per patient decreased from $42,231 to $29,423 (30.3% decrease). The main cost driver was intravenous immunoglobulin. CONCLUSIONS: Our findings suggest that RTX is effective in reducing health system resources and the costs associated with the treatment of pemphigus and pemphigoid.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".