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Record W4407576897 · doi:10.1186/s12888-025-06572-2

Strengthening the delivery of integrated care for individuals experiencing serious mental illness within mental health settings: a qualitative description of health provider perspectives

2025· article· en· W4407576897 on OpenAlexafffundabout
Munazzah Ambreen, Christopher Canning, Brian Lo, Sri Mahavir Agarwal, Amer M. Burhan, David Castle, M. Elisabeth Del Giudice, Barna Konkolÿ‐Thege, Louis Liu, Osnat C. Melamed, Frank Sirotich, Sanjeev Sockalingam, Gillian Strudwick, Tania Tajirian, Philip G. Tibbo, Mary Rose van Kesteren, Caroline Walker, Vicky Stergiopoulos

Bibliographic record

VenueBMC Psychiatry · 2025
Typearticle
Languageen
FieldPsychology
TopicFamily Caregiving in Mental Illness
Canadian institutionsQueen's UniversityWestern UniversityDalhousie UniversityUniversity of TorontoUniversity Health NetworkOntario Shores Centre for Mental Health SciencesCanadian Mental Health AssociationWaypoint Centre for Mental Health CareCentre for Addiction and Mental Health
FundersCanadian Mental Health AssociationCanadian Institutes of Health ResearchDalhousie University
KeywordsMental healthMental illnessQualitative researchPsychologyPsychiatryMEDLINENursingMedicineSociology

Abstract

fetched live from OpenAlex

BACKGROUND: Individuals experiencing serious mental illness (SMI) have higher rates of comorbid physical health conditions, poorer associated health outcomes, and die on average 10-20 years earlier than the general population. They encounter multiple barriers to accessing appropriate physical health care in many countries, including Canada, where policies and practices to promote integrated care delivery to this population remain scant. This qualitative study aimed to explore health provider perspectives and experiences with integrated physical and mental health care within mental health settings in Canada, in efforts to address the health needs of this population. METHODS: This qualitative descriptive study involved conducting individual semi-structured interviews with 13 health administrators and four focus groups with 15 clinicians between July 2023 and April 2024. The data analysis team, inclusive of individuals with SMI, used thematic analysis to identify overarching themes that capture participants' perspectives on and experiences with delivering integrated physical and mental health care within mental health settings in Canada, including their clinical practices and organizational contexts. RESULTS: We identified four themes in participant narratives: (1) the need for integrated care delivery within mental health settings; (2) organizational readiness for integrated care; (3) moving integration forward: addressing challenges; and (4) leveraging opportunities to advance integrated care. Both participant groups highlighted challenges with fragmented healthcare services, emphasized the urgent need for policies, practices and guidelines that support person-centered, comprehensive care within mental health settings, and called for engaging people with living/lived experience and family members in service redesign. CONCLUSION: Findings underscore the importance of accelerating efforts to promote integrated health care delivery for adults with SMI within mental health settings, and of implementing policies that address health disparities for this population in the Canadian context. CLINICAL TRIAL NUMBER: Not Applicable.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.036
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.026
GPT teacher head0.362
Teacher spread0.336 · 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 designQualitative
Domainnot available
GenreEmpirical

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 routes3
Has abstractyes

Explore more

Same venueBMC PsychiatrySame topicFamily Caregiving in Mental IllnessFrench-language works237,207