Hemolysis, Elevated Liver Enzymes, and Low Platelet Count Syndrome With Severe Thrombocytopenia and Severe ADAMTS13 Activity Deficiency
Bibliographic record
Abstract
BACKGROUND: Differentiating preeclampsia with hemolysis, elevated liver enzymes, and low platelet count (HELLP) syndrome from thrombotic thrombocytopenic purpura (TTP) can present a diagnostic dilemma. CASE: We report the case of a 34-year-old woman, G1P0, with monochorionic diamniotic twins who presented with new-onset blurry vision, hypertension, and a platelet count of 4×109/L. After a multidisciplinary discussion, a diagnosis of atypical HELLP syndrome was made, despite overlapping features concerning for TTP. Her platelet count and ADAMTS13 activity testing showed appropriate recovery after delivery, without plasma exchange therapy, supporting the diagnosis of HELLP syndrome. CONCLUSION: Hemolysis, elevated liver enzymes, and low platelet count syndrome may present with severe thrombocytopenia and severe ADAMTS13 activity deficiency in ranges otherwise known to be more common with TTP.
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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 | 0.000 | 0.001 |
| 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 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".