An <scp>IRONic</scp> case of <scp>PIMA</scp>
Bibliographic record
Abstract
An 8-year-old spayed female Labrador retriever that was presented for a wellness examination at a referring practice had mild anemia with a hematocrit that progressed from 32% to 25% over the next 5 weeks. The dog's reticulocyte concentration was 26 400/μL on day 23, supporting nonregenerative anemia, and no cause was apparent from clinical and laboratory findings. This prompted the submission of bone marrow core and aspirate samples to our laboratory on day 38. These revealed ineffective erythroid hyperplasia with complete maturation but a predominance of rubricytes, rubriphagocytosis, mild lymphoplasmacytosis, and mild to regionally severe collagen myelofibrosis, all supportive of precursor-targeted immune-mediated anemia (PIMA).1 Hemosiderin was markedly increased in aspirate smears and in most regions of the core. No blood transfusions had been given. Immunosuppressive treatment with prednisone was started, but the dog was euthanized 10 days later due to poor clinical progression. Plasma cells in the bone marrow commonly contained coarse crystalline cytoplasmic inclusions that were green to brown in aspirate smears (Wright-Giemsa stain) and golden-brown in tissue sections (H&E stain) (Figure 1); the plasma cells otherwise lacked atypia. The granules were suggestive of iron, and Prussian blue positivity confirmed iron-rich inclusions. Histologic sections of liver collected at necropsy showed no increase in iron within hepatocytes or Kupffer cells. Bone marrow siderotic plasma cells are rarely reported in nonalcoholic human patients, and the authors are unaware of reports in domestic mammals. In people, they have been associated mostly with conditions involving altered iron homeostasis and/or ineffective erythropoiesis: (1) systemic or marrow hemosiderosis from iron-loading anemias (e.g., megaloblastic anemia, sideroblastic anemias, refractory anemia with multilineage dysplasia, and pyruvate kinase-deficiency), recurrent transfusions, or hereditary hemochromatosis,2 but not with iron accumulation from chronic inflammation,2, 3 and (2) marrow disease secondary to chronic alcoholism, which is associated with nutritional deficiencies and megaloblastic or sideroblastic anemias with ineffective erythropoiesis and low to high amounts of hemosiderin.2, 4 More rarely, plasma cell iron inclusions have been reported in people without clear evidence of altered iron homeostasis or ineffective erythropoiesis, for example, a minority of people with malignancies, including plasma cell myeloma.3, 5 Similar to most affected people, the dog in this report had ineffective erythropoiesis and increased marrow hemosiderin that suggests altered iron homeostasis, perhaps related to increased erythroferrone production.6 In people, transmission electron microscopy of siderotic plasma cells has shown increased cytosolic ferritin and iron accumulation in siderosomes,2 perhaps from iron uptake mediated by cell membrane transferrin receptors.2 Siderotic plasma cells reflect disease, but they are currently of little diagnostic value in people and are of unknown diagnostic value in dogs. Recognizing the presence of these cells is the first step in determining if they have any clinical significance. The authors declare they have no conflicts of interest.
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Veterinary clinical pathology case report.
This is a veterinary case report about anemia in a dog, not research about research.
Veterinary clinical pathology case of precursor-targeted immune-mediated anemia in a dog.
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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".