Initiation of Extended-release Depot Buprenorphine in a Patient Subject to a Community Treatment Order for Both Antipsychotic and Opioid Agonist Treatments
Bibliographic record
Abstract
ABSTRACT: Opioid use disorder (OUD) and schizophrenia are commonly comorbid, and patient outcomes are improved when these conditions are managed concurrently. Medication for OUD such as methadone and buprenorphine are treatments for OUD, yet psychosis introduces additional challenges in retaining patients in care. Extended-release depot buprenorphine is an emerging option for the treatment of moderate-to-severe OUD, and it may provide certain benefits in patients with concurrent OUD and psychosis. We present the case of a 32-year-old man with schizophrenia, traumatic brain injury, and OUD with a history of multiple opioid-related overdoses, followed by an assertive community treatment team, and subject to a community treatment order for both his primary psychotic disorder and OUD treatments. We discuss the role of extended-release depot buprenorphine in this unique patient population and the ethical considerations of involuntary treatment of OUD in patients lacking capacity to consent to treatment.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.000 | 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".