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Record W4412992617 · doi:10.1101/2025.08.01.25332770

“Backed into a Corner”: Lived experiences of receiving and providing involuntary psychiatric treatment under British Columbia’s Mental Health Act

2025· preprint· en· W4412992617 on OpenAlexaffabout
M. Elizabeth Snow, Amy Salmon, Jenyo Banjo, Marina Morrow, Colleen Varcoe

Bibliographic record

VenuemedRxiv · 2025
Typepreprint
Languageen
FieldPsychology
TopicHealthcare Decision-Making and Restraints
Canadian institutionsYork UniversityCentre for Advancing Health OutcomesUniversity of British Columbia
Fundersnot available
KeywordsMental healthPsychiatryMental Health ActPsychologyMedicine

Abstract

fetched live from OpenAlex

British Columbia's Mental Health Act permits the involuntarily detention and treatment of individuals who meet specific criteria. Over the past 15 years, British Columbia has seen an increasing trend in the number of involuntary psychiatric admissions. This qualitative study explores the experiences of people receiving and providing involuntary psychiatric treatment within two health organizations in British Columbia, Canada. Five focus groups were conducted with 23 individuals who had previously received involuntary psychiatric treatment at a facility operated by one of the two health organizations. All sessions were facilitated by individuals with lived experience of involuntary psychiatric treatment. Additionally, semi-structured interviews were conducted with 11 clinical staff and 10 non-clinical support personnel involved in delivering involuntary psychiatric treatment or associated services. Data were analyzed using reflexive thematic analysis, guided by an equity-oriented care framework. Seven themes were generated, including the limited availability of voluntary care options, the compounding role of social determinants of health in mental health crises, the lack of conclusive evidence supporting involuntary psychiatric treatment, the negative impacts on both patients and providers, and the importance of peer support. Across themes, participants described involuntary psychiatric care as shaped by systemic constraints with limited access to upstream, voluntary and community-based alternatives. These findings highlight the need for system-level reform to reduce reliance on coercive practices and to expand access to voluntary, community-based mental health supports that address underlying social and structural factors contributing to mental health crises.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.480
Threshold uncertainty score0.965

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0270.030
Scholarly communication0.0080.004
Open science0.0030.009
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.047
GPT teacher head0.372
Teacher spread0.325 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2025
Admission routes2
Has abstractyes

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