Acute Disseminated Intravascular Coagulation After Prophylactic Nailing of the Femur in a Patient with Metastatic Prostate Cancer
Why this work is in the frame
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Bibliographic record
Abstract
CASE: We present a case of acute disseminated intravascular coagulation (DIC) after prophylactic femoral intramedullary stabilization in a patient with metastatic prostate cancer. Preoperative international normalized ratio of 1.4 was attributed to malnutrition, and the patient was not medically optimized. DIC developed 1 hour postoperatively and was managed with blood product resuscitation. At the 4-month follow-up, the patient presented with bilateral pulmonary emboli and was transitioned to palliative care. CONCLUSIONS: DIC after intramedullary stabilization in patients with metastatic bone disease is a rare condition with high mortality rate. Early recognition, blood product resuscitation, and involvement of appropriate subspecialty services are imperative in DIC management.
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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) | 0.000 | 0.000 |
| 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