Nasal Reconstruction in Granulomatosis with Polyangiitis: A Two Decade Review
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Background: Granulomatosis with polyangiitis (GPA) leads to progressive destruction of the nasal tissues resulting varying degrees of saddle deformity and nasal obstruction. Reconstructive techniques are numerous, but there are no large series reporting their results. Objective: This study sought to measure complications and outcomes after rhinoplasty for GPA. Methods: We conducted a retrospective review of 42 patients with GPA who underwent nasal reconstruction of saddle nose deformity between 2005 and 2019 using primarily costal cartilage and soft tissue grafts. Results: Thirty-six patients met the criteria for inclusion. All were followed for a minimum of 12 months. Six patients required revision surgery due to infection or GPA flare ups. Five patients had complications. All patients were given a questionnaire at 12 months to rate their degree of satisfaction with their appearance and breathing. Conclusion: The findings of this study suggest that the use of strong cartilage grafts and the timing of surgery result in improvement in breathing and appearance after rhinoplasty in patients with GPA. Clinical Trial Registration number: REB # 21-125.
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.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 it