The Gift of Life: Interprofessional Organ Donation Curriculum in Pediatric Critical Care
Bibliographic record
Abstract
Background: The number of patients awaiting organ transplantation is high, particularly in Pediatrics, in which available organs are scarce. To maximize organ donation opportunities and to provide quality end-of-life care, clinicians from all professions must be familiar with the process. There continues to be important gaps in core competencies regarding organ donation, including donor criteria and eligibility, timing of referral to organ procurement organizations, neurological determination of death, donation after cardiocirculatory death, and donor management. These gaps affect healthcare providers across multiple professions and are significant barriers to donation. Objective: We describe an interprofessional curriculum that is designed to teach Pediatric Critical Care Medicine (PCCM) clinicians about the process of organ donation and supporting the families through that process. The approach of families is the purview of organ procurement organization, and the support of the families through the process remains with PCCM clinicians. Methods: Kern's six-step approach to curriculum development was used to develop, implement, and evaluate an interprofessional curriculum on organ donation in PCCM for physicians, nurses, and respiratory therapists. Results: Problem formulation and both general and targeted needs assessments were performed through a comprehensive literature review, including review of national guidelines and Royal College of Physicians and Surgeons of Canada training objectives. Learning objectives and educational strategies were then outlined using two educational frameworks. After implementation, the curriculum was evaluated using learner self-assessments with a retrospective pre-post design. Conclusion: After identifying educational gaps contributing to barriers to organ donation, an interprofessional curriculum was developed to increase competency in multiple aspects of organ donation, including team communication and collaboration, with the ultimate goal of promoting a culture of donation while ensuring it is part of quality end-of-life care.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".