Osteoarticular Autograft and Allograft Transplantation of the Knee: 3 year Follow-up
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
Between 1998 and 2001, a total of 48 patients underwent autologous or allograft osteoarticular transplantation with a minimum follow-up of 24 months. Nineteen patients underwent concomitant procedures. Average patient age was 46 years. Graft area averaged 4.8 cm2 (range, 0.2-21.6 cm(2)). Grafts implanted included 24 autografts, 12 refrigerated allografts, and 12 frozen allografts. Average follow-up was 37.1 months (range, 24-63 months). Postoperative Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) score, Knee Society Score (KSS), and pain scores improved significantly. Age <35 years and male gender was associated with a positive outcome. There was no significant difference in improvement between autograft and allograft groups. Nine patients, considered failures, underwent total knee arthroplasty and data analysis. No significant relationship was noted for any variable. Eighty-one percent of grafts are still functioning >3 years after transplantation.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 it