MétaCan
Menu
Back to cohort
Record W3159908608 · doi:10.1097/adm.0000000000000857

Outpatient Treatment of Chronic Designer Benzodiazepine Use: A Case Report

2021· article· en· W3159908608 on OpenAlexaff
Tanya S. Hauck, Stephanie Rochon, Parminder Bahra, Peter Selby

Bibliographic record

VenueJournal of Addiction Medicine · 2021
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicForensic Toxicology and Drug Analysis
Canadian institutionsCentre for Addiction and Mental Health
Fundersnot available
KeywordsAlprazolamBenzodiazepineMedicineUrinalysisLorazepamDiazepamAnti-Anxiety AgentsIntensive care medicineMedical prescriptionClonazepamAdverse effectPsychiatryPharmacologyAnxietyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND: Novel psychoactive substances, such as designer benzodiazepines unapproved for therapeutic purposes, are an emerging concern worldwide. They have unknown or unpredictable pharmacological properties. Using a case example, we discuss the use of "Xanax bars," which now generally do not contain the pharmaceutical alprazolam. We describe the difficulty in detecting these substances and the development of a use disorder including adverse outcomes such as seizures when stopped. The evidence for management is anecdotal. CASE: We describe the case of a male of approximately 25 years of age with alcohol and sedative-hypnotic use disorder related to illicit "Xanax bars," whose point of care urinalysis did not identify benzodiazepines and whose broad-spectrum urinalysis identified the presence of flualprazolam, a novel designer benzodiazepine. He suffered a subacute withdrawal seizure and responded to treatment with loading doses of diazepam and naltrexone. DISCUSSION: Although previous literature has focused on poisoning and intoxication (including coma), there are few studies examining treatment options for chronic designer benzodiazepine use. Standard approaches, such as conversion to a longer-acting benzodiazepine with a prolonged taper, are risky with designer benzodiazepines due to the unknown level of tolerance and risk of overdosing the patient. Illicit "Xanax" is not equivalent to prescribed alprazolam and cannot be converted and tapered. To be cautious, supervised benzodiazepine tapers or anticonvulsants should be explored as treatment strategies, based on their use in pharmaceutical benzodiazepine use disorders. Inpatient acute withdrawal management should be considered, and anticonvulsants may play a role in the first 4 to 6 weeks of treatment.

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)0.000
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.004
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.002
Science and technology studies0.0040.002
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0070.005
Insufficient payload (model declined to judge)0.0030.001

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 head0.110
GPT teacher head0.426
Teacher spread0.315 · 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 designCase report
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

Citations6
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Addiction MedicineSame topicForensic Toxicology and Drug AnalysisFrench-language works237,207