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Record W4390347900 · doi:10.1111/vcp.13323

An <scp>IRONic</scp> case of <scp>PIMA</scp>

2023· article· en· W4390347900 on OpenAlexaboutno aff
Megan J. Crawford, Allison R. Rogich, Michael A. Scott, Cynthia A. Lucidi

Bibliographic record

VenueVeterinary Clinical Pathology · 2023
Typearticle
Languageen
FieldMedicine
TopicHemoglobinopathies and Related Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsPathologyBone marrowHemosiderinMedicineAnemiaMyelofibrosisInternal medicine

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.

stratum: about_only · design weight: 3321.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Veterinary clinical pathology case report.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

This is a veterinary case report about anemia in a dog, not research about research.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Veterinary clinical pathology case of precursor-targeted immune-mediated anemia in a dog.

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.066
GPT teacher head0.389
Teacher spread0.323 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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