Prompt response to rituximab of severe hemolytic anemia with both cold and warm autoantibodies
Bibliographic record
Abstract
A 71-year-old male with severe autoimmune hemolysis with both cold agglutinins and warm antibodies was intolerant of prednisone and cyclophosphamide. Rituximab was given during a 60-day period when he required 41 units of packed cells to maintain hemoglobin above 75 g/l. Two weeks later hemoglobin stabilized at 95 g/l, and further transfusions were not required. A second course of rituximab was given 4 months later for continued hemolysis. A satisfactory hemoglobin was maintained for 9 months from initial treatment, when hemoglobin again fell to 65 g/L. A prompt response to a third course of rituximab was obtained. This is the second patient with both cold agglutinins and warm antibodies with severe hemolytic anemia who has had a prompt response to rituximab. This treatment should be considered when a rapid response is needed or when a patient has failed to respond to more standard therapies.
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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 | 0.000 |
| 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) | 0.000 | 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 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".