Relapsing polychondritis and ulcerative colitis
Bibliographic record
Abstract
Sir, A 53-year-old Caucasian woman was admitted with 2 weeks of intensifying diffuse neck pain and a 40°C fever despite the use of NSAIDs and antibiotics. Medical history included episodes of costochondritis, recurrent migraines and, for 20 years, ulcerative colitis (UC) that is now in remission. A complete blood count showed a hemoglobin of 116 g/L, 18,000 white blood cells/mm3and 816,000 platelets/mm3. She had elevated liver enzymes: Gamma glutamyl transpeptidase 116 U/L, alkaline phosphatase 212 U/L and alanine aminotransferase 178 U/L. The results of blood cultures, urinary sediment, kidney function, chest X-ray, C3, C4, rheumatoid factor, cryoglobulins, antineutrophil antibodies (ANA) and antinuclear cytoplasmic antibody (ANCA) were all normal or negative. Head and neck CT and MRI showed one questionably abnormal looking disk. Anticollagen antibodies were not examined. After a week of her hospital stay, the neck pain of the patient had resolved, but she had developed painful erythematous swelling of the eyelids [Figure 1] and nose [Figure 2]. She admitted to a few similar but milder previous episodes that had spontaneously resolved. Gallium scan confirmed an active inflammatory process in those structures [Figure 3]. She declined colonoscopy. Relapsing polychondritis (RPC) was diagnosed and 30 mg of prednisone administered QD. She responded very well clinically, as CRP decreased from 160 to 3.7 mg/dl in the following week. After 18 months, our patient is without recurrence of RPC or UC without administration of steroids. RPC is a rare, debilitating autoimmune disease of cartilages. Its diagnosis is clinical[1]; no specific test is available, its actiology is unknown[2] and it can be associated with systemic non-organ-specific connective tissue diseases, most often a vasculitis and, with organ-specific autoimmune diseases such as thyroid or inflammatory bowel diseases. The patient in our study is a rare example of the association of UC with RPC. Her RPC symptoms were atypical and mild, while her UC was judged to be clinically inactive. Nuclear medicine imaging provided a minimally invasive clue to correct diagnosis.Figure 1: Swelling of the eyelidsFigure 2: Chondritis of the noseFigure 3: Gallium scan showing increased uptake in the area of the eyes and nose
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".