“Can I go to Glasgow?” Learnings from patient involvement at the 17th Congress of the International Society for Peritoneal Dialysis (ISPD)
Bibliographic record
Abstract
BACKGROUND: Recognition of the discrepancy between the research priorities of patients and health professionals has prompted efforts to involve patients as active contributors in research activities, including scientific conferences. However, there is limited evidence about the experience, challenges, and impacts of patient involvement to inform best practice. This study aims to describe patient and health professional perspectives on patient involvement at the Congress of the International Society for Peritoneal Dialysis (ISPD). METHODS: Semi-structured interviews were conducted with 14 patients/caregivers and 15 health professionals from six countries who attended ISPD. Interviews were recorded and transcribed verbatim, and transcripts were analyzed thematically. RESULTS: We identified four themes: protecting and enhancing scientific learning (grounding science in stories, sharing and inspiring new perspectives, distilling the key messages of research presentations, striking a balance between accommodating patients and presenting the science); democratizing access to research (redistributing power, challenging the traditional ownership of knowledge, cultivating self-management through demystifying research); inadequate support for patient/caregiver delegates (lacking purposeful inclusion, challenges in interpreting research findings, soliciting medical advice, difficulty negotiating venue and program, limited financial assistance in attending); and amplifying impact beyond the room (sparking innovation in practice, giving patients and families hope for the future). CONCLUSIONS: Patient involvement at the ISPD Congress clarified the applicability of research to patient care and self-management, democratized science, and strengthened the potential impact of research. More structured support for patients to help them purposefully articulate their experience in relation to session objectives may enhance their contribution and their own learning experience.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".