Metastatic Breast Cancer Presenting as Refractory Anemia
Why this work is in the frame
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Bibliographic record
Abstract
We will review the case of a 71-year-old woman with an atypical presentation of stage IV breast cancer. She presented with symptomatic normocytic anemia (Hb 85 to 100 g/L) for the past two years, with a normal extended laboratory evaluation. Due to deterioration of her anemia, a bone marrow biopsy was done and concluded to myelodysplastic syndrome. Treatment with epoetin alfa and a trial of lenalidomide didn’t improve her hemoglobin and she was still transfusion dependent. A second bone marrow biopsy revealed breast carcinoma infiltration, which was initially missed on the first biopsy. The patient was started on letrozole and palbociclib with good clinical response. Here, we present the clinical evolution, diagnosis and management of bone marrow micrometastasis due to breast cancer.
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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) | 0.009 | 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 it