The lived experience of paroled offenders with fetal alcohol spectrum disorder and comorbid psychiatric disorder
Bibliographic record
Abstract
This case study presents the life history and postincarceration experiences of two forensic psychiatric patients diagnosed with comorbid mental illness and fetal alcohol spectrum disorder (FASD). The men first met in prison and a few years after their release became roommates at the suggestion of their community support worker and parole officer. With shared and coordinated clinical and mentorship supports, the men were able to establish stability in their lives and manage their mental illness. However, changes in support and gaps within the continuum of care contributed to a sudden breakdown in their stability. The life history and experiences of the two men illustrate the importance in establishing and maintaining positive social networks and coordinated supports for the postincarceration success of offenders living with FASD and comorbid mental illness. The findings highlight areas of patient and system vulnerability that should be addressed to reduce recidivism and strengthen the stability in the lives of these individuals.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".