Three cases of spontaneous lumbar artery rupture in hemodialysis patients
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
We encountered three cases of retroperitoneal hematoma caused by spontaneous lumbar artery rupture, a rare vascular complication. At the time of retroperitoneal hematoma, two patients were on anticoagulant/antiplatelet therapy. One patient was not taking any anticoagulant/antiplatelet agents but was receiving hemodialysis treatment with heparin. Lumbar artery rupture was successfully controlled by transcatheter arterial embolization in all patients, but one patient developed multiple organ failure and died. We suggest that spontaneous lumbar artery rupture may occur in patients being treated with maintenance hemodialysis or anticoagulant/antiplatelet therapy. Therefore, clinicians should suspect lumbar artery rupture in patients with unstable vital signs and rapid onset of anemia because early diagnosis and appropriate intervention are necessary to decrease the risks of morbidity and mortality.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.002 | 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 it