Randomized trial of dyadic-report vs proxy-report and self-report symptom assessment for pediatric patients receiving cancer treatments
Bibliographic record
Abstract
BACKGROUND: We validated different approaches to symptom assessment for pediatric cancer patients based on the Symptom Screening in Pediatrics Tool (SSPedi) for self-report (SSPedi and mini-SSPedi), proxy-report (proxy-SSPedi), and structured dyadic-report (co-SSPedi). The objective was to compare co-SSPedi scores vs proxy-report (proxy-SSPedi) and self-report (SSPedi or mini-SSPedi) scores for pediatric patients receiving cancer treatments. METHODS: This was a single-center, randomized crossover study enrolling English-speaking dyads of pediatric patients with cancer or hematopoietic cell transplant recipients 4-18 years old and their guardians. Dyads were randomized to first complete the dyadic-report (co-SSPedi) or self-report (patients: SSPedi or mini-SSPedi) and proxy-report (guardians: proxy-SSPedi). Dyads then crossed over to the alternate approach. Primary analysis compared total SSPedi scores between randomized groups. RESULTS: We enrolled 420 dyads that were randomized to co-SSPedi first (n = 213) or proxy-SSPedi and self-report SSPedi first (n = 207). Mean total SSPedi scores (± standard deviation) were co-SSPedi (9.6 ± 7.1), proxy-SSPedi (9.7 ± 7.5; P = .950 for comparison vs co-SSPedi), and self-report SSPedi (9.7 ± 8.2; P = .981 for comparison vs co-SSPedi). Co-SSPedi scores were significantly different from proxy-SSPedi for feeling disappointed or sad, feeling cranky or angry, feeling tired, mouth sores, and changes in taste. Co-SSPedi scores were significantly different from self-report SSPedi scores for problems with thinking or remembering things, feeling tired, mouth sores, tingly or numb hands or feet, and diarrhea. CONCLUSIONS: Total co-SSPedi scores were not significantly different compared with proxy-report or self-report scores, although there were differences in specific symptom scores. If different reporter types are used during clinical implementation, specifying reporter type will be important. The study was registered at clinicaltrials.gov (NCT #05012917). Symptoms are common and frequently severely bothersome in pediatric patients with cancer and hematopoietic cell transplant (HCT) recipients (1). To measure the extent of bothersome symptoms, the Symptom Screening in Pediatrics Tool (SSPedi) suite of symptom assessment tools was developed for pediatric patients receiving cancer treatments and currently consists of multiple validated instruments. SSPedi was developed for self-report by patients 8-18 years of age (2,3). Mini-SSPedi was developed for self-report by patients 4 to 7 years of age (4). Proxy-SSPedi was developed for proxy-report by guardians of pediatric patients 2-18 years of age (5). These 3 instruments can be categorized as either self-report (SSPedi or mini-SSPedi) or proxy-report (proxy-SSPedi).
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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 | 0.004 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 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".