[Femur periprosthetic fracture complicating revision hip arthroplasty-outcomes of treatment and rehabilitation].
Bibliographic record
Abstract
Authors have done evaluation of treatment outcomes of femur periprosthetic fractures complicating cemented revision hip arthroplasty. It was done based on clinical material aged from 1996 to 2006. 16 patients with femur intraoperative peri-prosthetic fractures complicating cemented revision hip arthroplasty were included to the study. 5 male (31.25%) and 11 females (68.75%) were included in this group. Type of femur periprosthetic fracture was established according to Vancouver classification. Follow up evaluation was done 12 months after revision operation according to modified criterions announced by Golec and all. Authors obtained very good and good results in type B2, B3 and C fracture, but bad results in type B2 fracture. They pointed simultaneously on importance of use crumbled auto or allogenic bone grafts to perform revision operation.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.002 | 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 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".