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Record W4323295201 · doi:10.1097/adm.0000000000001149

Outpatient Rapid Titration of Slow Release Oral Morphine for the Treatment of Opioid Use Disorder in a Canadian Setting: A Case Series

2023· article· en· W4323295201 on OpenAlexaffabout
Olivia Brooks, Joan C.Y. Ng, Sarah Ickowicz

Bibliographic record

VenueJournal of Addiction Medicine · 2023
Typearticle
Languageen
FieldMedicine
TopicOpioid Use Disorder Treatment
Canadian institutionsUniversity of British ColumbiaSt. Paul's HospitalProvidence Health CareBritish Columbia Centre on Substance Use
FundersNational Institute on Drug AbuseNational Institutes of Health
KeywordsMedicineOpioid use disorderOpioidAnesthesiaMorphineInternal medicine

Abstract

fetched live from OpenAlex

INTRODUCTION: In the midst of unprecedented opioid overdose deaths, opioid agonist therapy induction strategies that allow for rapid titration to therapeutic doses for individuals at high risk of overdose are needed. Slow release oral morphine (SROM) is an effective treatment for opioid use disorder; however, current guideline-recommended titration strategies require weeks to achieve therapeutic dose for individuals with high opioid tolerance. Individuals may be lost to care or experience overdose due to ongoing use of unregulated opioids during this time. After years of experience titrating SROM doses rapidly in the inpatient setting, we developed a protocol using short-acting morphine (MOS) to allow for rapid SROM titration in the outpatient setting. CASES: Patients (n = 4) were eligible if they met the criteria for opioid use disorder and had evidence of high opioid tolerance. Patients received supervised MOS doses in the outpatient setting, which were consolidated into a 12-hour extended-release morphine dose (to a maximum of 500 mg) on the evening of the titration. The total titration-day MOS and 12-hour extended-release morphine were summed into the post-titration-day SROM dose, to a maximum of 1000 mg. DISCUSSION: In the cases described, substantial reductions in unregulated fentanyl use and social gains, such as obtaining housing, employment, and enrollment in inpatient treatment programs, were observed after rapid SROM titration. No overdoses occurred during rapid SROM titration or during SROM treatment. More research is needed to determine the role for rapid SROM titrations as a stabilization option for outpatients.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.276
Threshold uncertainty score0.969

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
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 head0.024
GPT teacher head0.289
Teacher spread0.265 · 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.

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

Citations4
Published2023
Admission routes2
Has abstractyes

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