Stability of BK polyomavirus DNA in urine over time and analytical evaluation of an automated BKV quantitative nucleic acid test
Bibliographic record
Abstract
Introduction. BK polyomavirus (BKPyV) quantitative testing is an important screening tool post-transplantation, although interpretation can be challenging due to lack of standardization, assay heterogeneity and variability of BKPyV DNA over time (in urine). Methods. Remnant clinical EDTA plasma and urine samples were tested by the cobas BKV test and a validated laboratory-developed test (LDT). Accuracy [positive and negative percent agreement (PPA and NPA), Pearson’s correlation, Bland–Altman analysis] and reproducibility were evaluated. To assess BKPyV DNA stability in urine, prospective urine samples were maintained at two different storage temperatures and tested in triplicate over 7 days. Results. Overall PPA was 95.6 % (43/45) and NPA was 94.4 % (170/180). For plasma, Pearson’s correlation (0.950) and Bland–Altman analysis (0.113±0.22 log 10 IU ml –1 ) showed high agreement. For neat urine, Pearson’s correlation (0.842) and Bland–Altman analysis (0.326±0.80 log 10 IU ml –1 ) showed somewhat higher variability. Reproducibility was high for the cobas BKV versus the LDT. BKPyV DNA levels in neat urine remained relatively stable over 7 days at both storage temperatures, although outlier results were intermittently detected. Conclusion. The cobas BKV test showed high agreement and reproducibility compared to the reference LDT. BKPyV viral load testing in urine has known limitations, but neat urine can be processed by the cobas BKV.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".