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COGNITIVE FUNCTION IN PATIENTS WITH OPIOID USE DISORDER TREATED WITH OPIUM TINCTURE AND METHADONE

2019· preprint· en· W4213367766 on OpenAlexaffabout
James S.H. Wong, Mohammad Ali Nikoo, Michael Krausz

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldMedicine
TopicOpioid Use Disorder Treatment
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsOpiumTincture (heraldry)MethadoneOpioid use disorderCognitionOpioidMedicinePsychologyPsychiatryHeroinAnesthesiaTraditional medicineDrugInternal medicineHistory

Abstract

fetched live from OpenAlex

Objectives:We aimed to compare cognitive function in patients with opioid use disorder (OUD) treated with opium tincture (OT) and methadone.Background:There has been an increasing interest in using OT for treating OUD in certain parts of the world such as Iran. OT is an attractive option in such countries because of its widespread availability, cultural acceptability, and low cost. Despite a growing body of research suggesting an association between methadone maintenance treatment (MMT) and cognitive impairment, many questions still remain unanswered - particularly if the impairment is a direct result of MMT and what the underlying mechanisms are. Furthermore, there are currently no studies that have examined OTu2019s effects on cognitive function. This study addresses these gaps by comparing cognitive function in patients treated with OT or methadone over the course of a clinical trial.Materials and Methods:A multi-center, double-blind, non-inferiority randomized controlled trial comparing OT and methadone was completed. A sample of 204 participants with OUD was randomized to OT or methadone with an allocation ratio of 1:1 using a patient-centered flexible dosing strategy. Participants were followed for 12 weeks. A key secondary outcome was cognition, measured by the Montreal Cognitive Assessment (MoCA). Participants completed the MoCA four times u2013 at baseline, week 5, week 9, and week 12. Results and Conclusions:The data is currently being analyzed. Evaluating cognitive function in patients with OUD receiving medication-assisted treatment (MAT) is crucial as it affects patientsu2019 everyday functioning and rehabilitation.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.001
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 head0.010
GPT teacher head0.239
Teacher spread0.229 · 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 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".

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Citations0
Published2019
Admission routes2
Has abstractyes

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