Successful Treatment of Thrombocytopenia, Anasarca, Fever, Reticulin Myelofibrosis/Renal Insufficiency, and Organomegaly Syndrome Using Plasma Exchange Followed by Rituximab in the Intensive Care Unit
Bibliographic record
Abstract
Thrombocytopenia, anasarca, fever, reticulin myelofibrosis/renal insufficiency, and organomegaly (TAFRO) syndrome is treated using corticosteroids and/or immunosuppressive agents as first-line therapy. We report the case of a 69-year-old female with TAFRO syndrome in which the patient presented multiple organ failure and steroid resistance, which was successfully treated using plasma exchange (PE) followed by rituximab. Decisions regarding the next treatment, including PE, are urgent for patients with steroid-resistant TAFRO syndrome. Since it is considered that immunosuppressive agents may be removed by PE, the performance of PE before treatment with immunosuppressive agents might be an option for steroid-resistant TAFRO syndrome.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".