Association Between Focal Segmental Glomerulosclerosis and Cross-Fused Renalectopia: A New Cause of Secondary Focal Segmental Glomerulosclerosis or a Casual Association?
Bibliographic record
Abstract
Cross-fused renal ectopia is a rarely described congenital kidney anomaly. It can occur in association with ureteropelvic obstruction, vesicoureteral reflux, and multicystic dysplasia, which sometimes leads to nephrolithiasis and recurrent urinary infection. However, complications related to glomerulopathies are rare in patients with congenital kidney anomaly. Here, we report a case of cross-fused renal ectopia associated with focal segmental glomerulosclerosis (FSGS). The initial clinical findings suggested the possibility of secondary FSGS; nonetheless immunosuppression was successfully done. The case demonstrates a never-before reported association in an asymptomatic patient. World J Nephrol Urol. 2015;4(1):183-185 doi: http://dx.doi.org/10.14740/wjnu207w
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".