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Record W4313557238 · doi:10.26685/urncst.420

The Therapeutic Potential of Psilocybin in Alcohol Use Disorder Recovery: A Literature Review

2023· review· en· W4313557238 on OpenAlexaff
Kaden Venugopal, Nefissa Bedri

Bibliographic record

VenueUndergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal · 2023
Typereview
Languageen
FieldPsychology
TopicPsychedelics and Drug Studies
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPsilocybinContext (archaeology)PsychologyAlcohol use disorderPsychotherapistPsychiatryHallucinogenClinical psychologyMedicineAlcohol

Abstract

fetched live from OpenAlex

Introduction: Psilocybin (the active compound found in “magic mushrooms”) has been an area of recent focus in the academic and psychiatric community on account of its potential in treating a spectrum of substance use and concurrent disorders (SUCDs). This paper posits a literature review of the current research pertaining to psilocybin in treating alcohol use disorder (AUD) through a form of therapy known as psilocybin-assisted psychotherapy (PAP). Methods: To undertake this study, we performed a literature review of peer-reviewed studies examining the efficacy of psilocybin in treating AUD through PAP. Inclusion criteria for papers included papers published from 2010-present, peer-reviewed sources, and clinical studies and controlled experiments observing AUD in PAP settings. Exclusion criteria used in screening papers included those focusing on other psychedelic compounds and experiments examining psilocybin efficacy in non-PAP settings. Results: Our overview of the extant literature has determined that psilocybin has strong therapeutic potential for use in PAP settings to treat AUD. Furthermore, we have identified three principal pathways through which psilocybin can elicit promising effects: neurobiological alterations (e.g., neuroplastic effects), behavioral and psychological improvements (e.g., increased receptivity towards cognitive therapies), and spiritual development (e.g., spiritual encounters improving abstinence). Discussion: The use of psilocybin in the clinical context of AUD treatment is well supported in the field of psychedelic research. Behavioural therapies are of high importance when engaging in use of psilocybin for treating AUD patients. There are certain limitations to the applications of PAP, such as predisposition to certain mental illnesses, however, the future of psilocybin therapy is expansive, ranging from subsequent animal testing to microdosing experiments. Conclusion: While our literature review bears positive findings, we encourage further research and clinical trials to be conducted to establish a larger body of evidence towards supporting or rejecting the validity of PAP. Should future research validate the efficacy of PAP for AUD treatment, therapists and psychiatrists could have another tool in their treatment reserve to assist people with SUCDs.

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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.007
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0070.008
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.196
GPT teacher head0.530
Teacher spread0.333 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations5
Published2023
Admission routes1
Has abstractyes

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