A case of bilateral renal arterial thrombosis associated with cryocrystalglobulinaemia
Why this work is in the frame
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Bibliographic record
Abstract
Cryocrystalglobulinaemia is an extremely rare complication of monoclonal gammopathy. Its presentation has features of both type I and II cryoglobulinaemia. Although peripheral and digital ischaemia is common, visceral ischaemia is rare. When it does occur, it is usually associated with multiple myeloma and has an extremely poor prognosis. We present a case of bilateral renal artery thrombosis associated with cryocrystalglobulinaemia in a patient without myeloma. More unusual, the cryocrystal protein in this case was associated with fibrinogen, which may have led to increased propensity towards thrombosis. Although the patient was unable to recover his kidney function, he remained alive on dialysis 2 years after the incident. The patient did not have any further ischaemic event despite no definitive therapy. This case represents an unusual presentation for this rare disease.
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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 | 0.002 | 0.006 |
| 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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