Calciphylaxis of the breast with associated diffuse dermal angiomatosis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In 2013, approximately 660,000 Americans had end stage renal disease (ESRD), requiring either dialysis or transplantation. Up to 5% of dialysis dependent patients may develop calcific uremic arteriolopathy or calciphylaxis (CPX) with vascular medial calcification of arterioles and subcutaneous capillaries with superimposed thrombotic occlusion. Risk factors other than chronic kidney disease include: female gender, diabetes mellitus, liver disease, warfarin, obesity, and hypercoagulability. CPX usually affects adipose rich areas on the trunk and proximal extremities, however an increasing number of reports document breast involvement. We report a case of unilateral breast CPX with a protracted clinical course and superimposed diffuse dermal angiomatosis (DDA). These two unusual cutaneous vaso-occlusive conditions have rarely been reported simultaneously. We review the literature and discuss the relationship and predisposing factors between these two conditions. We believe our case suggests that DDA could be precipitated by CPX secondary to calcific vaso-occlusion.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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 it