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Record W4408201310 · doi:10.1186/s40900-025-00691-6

Building capacity in patient-oriented research: reflections on cultivating relationships within a high-secure forensic mental health hospital

2025· letter· en· W4408201310 on OpenAlexaff
Sevil Deljavan, Kayla Zimmermann, A Scott, Cara Evans, Elnaz Moghimi, Colleen Anne Dell, Linzi Williamson, Christopher Canning

Bibliographic record

VenueResearch Involvement and Engagement · 2025
Typeletter
Languageen
FieldHealth Professions
TopicMental Health and Patient Involvement
Canadian institutionsUniversity of TorontoUniversity of SaskatchewanQueen's UniversityWaypoint Centre for Mental Health Care
Fundersnot available
KeywordsMental healthForensic sciencePsychologyMental capacityMedicineNursingMedical educationEngineering ethicsEngineeringPsychiatry

Abstract

fetched live from OpenAlex

Building trusting relationships is critical to the success of patient-oriented research. However, in high-secure forensic mental health settings, distrust, discrimination, and restrictive practices pose unique barriers to building relationships. This commentary explores the challenges, strategies, and lessons learned in fostering meaningful connections with forensic patients at a high-secure hospital. Initially focused on assessing readiness to conduct patient-oriented research, the team pivoted to relationship building, guided by the mentorship of peer researchers and patient advocates. Navigating institutional complexities, the team adopted a patient-centered approach informed by the principles of respect and human connection. Key strategies included shadowing experienced patient advocates embedded within the hospital, attending patient community meetings, and engaging in informal interactions with patients. These efforts enabled the team to move from observing interactions to engaging in patients’ daily lives through shared experiences. A major milestone was the successful planning and execution of a knowledge sharing event that brought together patients, staff, researchers, and external stakeholders to explore how to put patient-oriented research approaches into practice. Despite the progress, the team faced many challenges, including skepticism from staff and patients, and disruptions inherent to a high-secure environment. The commentary discusses critical lessons for overcoming these challenges, including the importance of patience, adaptability, and respecting boundaries. It emphasizes the intrinsic value of building relationships beyond research outcomes and advocates for incorporating diverse team expertise to foster trust and authentic connections. The commentary also highlights the perspectives of a current forensic patient and co-author, who shares how the team’s efforts made him feel valued as a person. His reflections add to the narrative by highlighting the impact of respectful interactions on relationships. By sharing these insights, this commentary aims to inspire other research teams to prioritize relationship building as a foundational step toward meaningful participatory research in forensic mental health care. Building trust is important for patient-oriented research, but it can be especially hard in high-secure forensic mental health hospitals. Distrust, discrimination, and strict rules make it hard to form connections. This article explores the challenges and strategies of a research team in building relationships with patients in a high-secure hospital. The team started by looking at whether hospital staff and patients were ready for patient-oriented research but quickly realized that building relationships should be a first step. They worked with peer researchers, patient advocates, and mentors to focus on respect and human connection. They learned from patient advocates, attended patient meetings, and talked informally with patients. Over time, they became more involved in patients’ daily lives. One important moment was an event where patients, staff, and researchers gathered to discuss how patient-oriented research can be done at the hospital. The team still faced challenges, like distrust from staff and patients, as well as disruptions in the hospital. They learned to be patient, flexible, and to respect boundaries. Building trust and real connections helped them go beyond just research goals. A patient who helped write this article shared how the team made him feel valued as a person, not just a patient. By sharing these experiences, the article hopes to encourage other researchers to focus on building relationships in forensic patient-oriented research.

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 imitation

Not 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.

metaresearch head score (Codex)0.028
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.046
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0280.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0120.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.026
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.693
GPT teacher head0.529
Teacher spread0.164 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

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".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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