Greater reliability of neonatal ultrasonography in defining renal hypoplasia with antenatal hydronephrosis and vesicoureteral reflux.
Bibliographic record
Abstract
PURPOSE: Infants with history of antenatal hydronephrosis and neonatal vesicoureteral reflux may have detectable changes in renal scans before the advent of urinary tract infection. In cases of bilateral high-grade vesicoureteral reflux, differential renal function on renal scan may not reveal renal hypoplasia since comparison of relative function may be made between two abnormal kidneys. We tested the hypothesis that ultrasonography in the neonatal period may be accurate and complementary to renal scan in detecting renal hypoplasia at birth. MATERIALS AND METHODS: Twenty-six infants who presented in the antenatal period with history of hydronephrosis and were noted to have neonatal vesicoureteral reflux postnatally were studied retrospectively. They had all been treated by a prospective protocol that included renal ultrasound and renal scans in the first 6 weeks of life. All had been placed on prophylactic antibiotics and had no urinary tract infection. Multiple sonographic parameters were analyzed including kidney length, echogenicity, calyceal blunting, parenchymal thinning and focal scars. We correlated the renal morphology on ultrasound, the renal function on renal scan and the degree of reflux seen on VCUG. RESULTS: VCUG showed reflux in 44 renal units, grade of reflux was: I (2), II (7), III (12), IV (8), and V (15). A variety of nucleides were used including DMSA in 15, DTPA in 6 and MAGIII in 5. Renal scans identified global hypoplasia without focal scars (differential function less than 40%) in 10 of 44 refluxing renal units grades I (1), III (2), IV (4), and V (3). The sonographic finding of decreased renal length (<50th percentile for age) was present in 14 refluxing units of 44 refluxing renal units, grade I (1), grade III (4 bilaterally in 1), grade IV (4 bilaterally in 1), and grade V (5 bilaterally in 2). The sonographic finding of decreased renal length (<50th percentile) correlated strongly with renal hypoplasia on renal scans in refluxing renal units (p value <.005, sensitivity 80% and specificity 82%, positive predictive value 57%, and negative predictive value 93%). CONCLUSION: Postnatal ultrasonography is a reliable measure of gross renal parenchyma, and in the presence of vesicoureteral reflux correlates with renal scintilligraphy. In addition, for cases of bilateral neonatal vesicoureteral reflux, ultrasound and renal scan are complimentary, each being able to detect the abnormalities that might be missed by the other.
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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 | 0.005 | 0.031 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 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 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".