Lump in my side: transplanted kidney or something more?
Bibliographic record
Abstract
A 16-year-old girl with a background of systemic lupus erythematosus (SLE) and resultant end-stage kidney disease (ESKD) presents 1 month post deceased donor kidney transplantation with fever, abdominal pain, back pain and arthralgias.Her temperature was 39.3C, heart rate 100 bpm and blood pressure 116/65 mm Hg.Her abdomen was soft with normal bowel sounds but had tenderness in her right lower quadrant on deep palpation overlying her allograft site.The rest of her examination was unremarkable.Initial investigations revealed a new normocytic normochromic anaemia (haemoglobin: 95 g/L), acute kidney injury (serum creatinine increased to 82 umol/L from a baseline of 50-60 umol/L) and elevated C-reactive protein (58.6 mg/L).A transplant kidney ultrasound (figure 1) was performed, showing a new lateral perinephric complex cystic fluid collection.An abdominal MRI (figure 2) was done, showing a lateral septated cystic lesion (2.44.23.6 cm) and an anteromedial ill-defined heterogeneous mass (72.98.3 cm) associated with inflammatory changes.
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.
How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".