Needs assessment of parents for a patient decision aid in pediatric interval appendectomy via the qualitative interview method
Bibliographic record
Abstract
Objectives: Appendicitis is one of the most commonly encountered pediatric surgical diagnoses, with non-operative management of perforated appendicitis leading to two treatment options: an interval appendectomy (IA) or expectant management. The primary objective of this study was to assess parents' need for a patient decision aid (PDA) among parents considering IA or expectant management. A secondary objective was to determine parent preferences for the format and distribution plan of a drafted patient decision aid. Methods: Coulter's systematic development process for PDA was used to guide the assessment interviews for parents. Participants included caregivers of a patient who experienced perforated appendicitis, and admission between 2019 and 2020. Semi-structured individual interviews were conducted to collect information about decision-making needs of parents of children who experienced perforated appendicitis. Results: A total of 12 different parents participated in the interviews. Results indicate decisional conflict associated with the lack of evidence for optimal treatment, supporting the need for the development of a patient decision aid to assist in clarifying information and parent values with practitioners. Parents clearly identified a need for evidence to support decision-making in various formats (eg, pamphlet or electronic). Timing of when to deliver the PDA varied (ie, during hospital admission, at discharge, or at follow-up appointment). Conclusion: Results indicated various factors contributing to parental decisional conflict, including the lack of evidence showing the optimal treatment, the need for more information, and guidance from practitioners. Overall, findings indicate a strong need for a patient decision aid.
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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 | 0.023 | 0.031 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".