Development and Validation of the Pediatric Nausea Assessment Tool for Use in Children Receiving Antineoplastic Agents
Bibliographic record
Abstract
STUDY OBJECTIVE: To develop and validate an instrument to assess nausea intensity in children aged 4-18 years. DESIGN: Prospective, descriptive study. SETTING: Tertiary-quaternary, university-affiliated pediatric hospital. PATIENTS: Four pediatric inpatient groups (177 patients): group 1 (107), those receiving cancer chemotherapy; group 2 (24), those receiving cancer chemotherapy before hematopoietic stem cell transplantation; group 3 (23), those with cancer who were not receiving cancer chemotherapy; and group 4 (23), those without cancer. INTERVENTION: We developed a scale with a standard script for administration, the Pediatric Nausea Assessment Tool (PeNAT). Revisions were made after face validity testing with clinicians and parents, and pilot testing with 15 inpatients undergoing chemotherapy. MEASUREMENTS AND MAIN RESULTS: The PeNAT scores were obtained 4-24 hours after chemotherapy in groups 1 and 2. Dietary intake scores and number of emetic episodes were recorded for the 4 hours before PeNAT administration for all patients in group 2 and 36 patients in group 1. Parents of a subset of patients made an independent assessment of their child's nausea and pain intensities immediately before PeNAT administration. Reliability was evaluated in groups 1 and 2 by correlating the first and second (obtained 1 hr after the first) PeNAT scores. Construct validity was evaluated by comparing PeNAT scores in groups 1-4. Criterion-related validity was evaluated by correlating PeNAT scores with emetic episodes and dietary intake. Convergent and discriminant validity were evaluated by correlating PeNAT scores with parental assessments of nausea and pain. Significant differences in PeNAT scores were noted among the study groups (p=0.035). Moderate correlation was noted between the first and second PeNAT scores (Spearman rho = 0.649). The PeNAT scores correlated modestly with emetic episodes (Spearman rho = 0.322) but not with dietary intake (Spearman rho = -0.217). Children's PeNAT scores correlated moderately with their parents' assessment of nausea (Spearman rho = 0.442), whereas little correlation was seen between children's PeNAT scores and parents' assessment of pain (Spearman rho = 0.167). CONCLUSION: The PeNAT is a new instrument that can be used by children to assess nausea intensity.
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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 | 0.014 | 0.030 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 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".