Takayasu's arteritis and primary antiphospholipid syndrome presenting as hypertensive urgency
Bibliographic record
Abstract
A 33-year-old Caucasian man was admitted to the hospital with chest pain and hypertensive urgency. Physical examination revealed widespread arterial bruits and marked difference in blood pressure between the upper limbs. Vascular imaging showed widespread narrowing in multiple vascular territories. He met the established American College of Rheumatology criteria for Takayasu's arteritis. His resistant hypertension was considered to be a consequence of bilateral renal artery stenosis and he subsequently underwent sequential stenting of his renal arteries leading to improvement in blood pressure and reduction in the number of antihypertensive medications. Subsequent imaging revealed progression of aortic thrombus in the setting of an elevated erythrocyte sedimentation rate, and persistently elevated antiphospholipid antibodies fulfilling diagnostic criteria for primary antiphospholipid syndrome, requiring initiation of immunosuppression and anticoagulation.
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How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".