Antiphospholipid Syndrome During Septic Shock: Hyper- or Hypocoagulability?: A Case Report
Bibliographic record
Abstract
We report the clinical case of a septic patient with antiphospholipid syndrome who developed ischemia in all 4 limbs, despite a normal systemic blood pressure. Prolonged coagulation times suggested a hemorrhagic diathesis, requiring transfusion of fresh-frozen plasma and discontinuation of heparin infusion. In contrast, the study of the viscoelastic properties of the clot by thromboelastography suggested an uncontrolled activation of the coagulation cascade. This observation led to the reintroduction of heparin with improvement in the patient's laboratory findings. Anesthesiologists should consider thromboelastography to correct coagulopathies in patients with septic shock in the presence of antiphospholipid antibodies.
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How this classification was reachedexpand
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 | 0.001 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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 teacher head, 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".