Psychiatric Symptoms Associated with Brief Detention of Adult Asylum Seekers in Canada
Bibliographic record
Abstract
OBJECTIVES: To examine the association between brief detention and psychiatric symptom levels among adult asylum seekers. METHOD: The Harvard Trauma Questionnaire and the Hopkins Symptoms Checklist-25 were used to assess psychiatric symptoms and premigration trauma exposure in 122 detained and 66 nondetained adult asylum seekers in Montreal and Toronto. RESULTS: After a mean detention of 31 days, the proportion of asylum seekers scoring above clinical cutpoints was significantly higher in the detained than the nondetained group for posttraumatic stress (χ² = 4.117, df = 1, P = 0.04), depression (χ² = 13.813, df = 1, P < 0.001), and anxiety (χ² = 4.567, df = 1, P = 0.03) symptoms. Hierarchical multiple regression models showed that posttraumatic stress, depression, and anxiety symptom levels were significantly higher among detained asylum seekers than among the nondetained comparison group, taking into account previous trauma and demographics. Incremental F was significant for the addition of detention status for all 3 models, indicating that detention contributed to increased symptom levels. CONCLUSIONS: For asylum seekers, even brief detention is associated with increased psychiatric symptoms. Governments should consider the many viable alternatives to incarceration of asylum seekers, such as temporary placement in a supervised residential facility, to minimize the risks of psychological harm to this vulnerable population.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.001 | 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".