Acute Thigh Compartment Syndrome due to an Occult Arterial Injury Following a Blunt Trauma
Why this work is in the frame
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Bibliographic record
Abstract
CASE: We report a 27-year-old man who presented with thigh swelling and inability to bear weight after blunt trauma 24 hours before. Based on the clinical assessment, the patient was diagnosed with anterior compartment syndrome of the thigh and underwent fasciotomy. Postoperatively, 1.5 L of blood were drained from his wound in the first 30 minutes after the operation. Angiography was performed demonstrating bleeding from the lateral femoral circumflex which was successfully embolized. CONCLUSIONS: Our case represents the underlying arterial injury that was initially undiagnosed as a cause for thigh compartment syndrome. Physicians should consider associated injuries (beyond muscle crush) when making a diagnosis of compartment syndrome.
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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 | 0.000 |
| 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) | 0.001 | 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