Cleaning of the perineal/genital area before urine collection from toilet-trained children prevented sample contaminationCommentary
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
S Vaillancourt Correspondence to: Dr S Vaillancourt, Montreal Children’s Hospital, Montreal, Quebec, Canada; suzanne.vaillancourt@mail.mcgill.ca When collecting a midstream urine sample from toilet-trained children, does cleaning of the perineal/genital area before collection prevent sample contamination? ### Design: cluster randomised (by week) controlled trial. ### Allocation: not concealed. ### Blinding: blinded (microbiologists). ### Follow-up period: 48 hours. ### Setting: emergency department of a tertiary care paediatric centre in Montreal, Quebec, Canada. ### Patients: 350 toilet-trained children 2–18 years of age (45% 2–5 y, 37% 6–12 y, and 18% 13–18 y; 60% girls) who had a midstream urine sample requested for any medical reason. Children with developmental delay were excluded. ### Intervention: cleaning of the perineal/genital area twice, using liquid soap and gauze pads (n = 179) or no cleaning (n = 171) before collecting a midstream urine sample in a sterile container. Only samples with a positive urinalysis result were sent to the microbiology …
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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 it