A prospective cost analysis following operative treatment of unstable ankle fractures30 patients followed for 1 year
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: Ankle fractures remain one of the commonest injuries requiring operation. Quality of life and the overall costs associated with the treatment of such injuries are rarely reported. We did a pilot study to determine the cost of treating patients operatively with unstable ankle fractures and to measure the patients' quality of life (utility scores) over time. PATIENTS AND METHODS: 30 patients (17 men) were eligible and included in the study. They were on the average 52 (18-81) years old. All patients had type B Weber fractures (OTA 44B). RESULTS: The mean utility score from the Health Utilities Index immediately after surgery was 0.4. At 12 months follow-up, this score had increased to 0.78. The cost was, on average, USD 2,143 per patient. INTERPRETATION: Our findings indicate that patients operated on for ankle fractures had significant gains in health at an acceptable cost. These results provide data for studies of larger sample size.
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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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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