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Record W3032024086 · doi:10.12740/pp/103364

Ayahuasca – potential therapeutic properties in psychiatry. Research review

2020· review· pl· W3032024086 on OpenAlexaboutno aff
Aleksandra Barabasz-Gembczyk, Krzysztof Kucia

Bibliographic record

VenuePsychiatria Polska · 2020
Typereview
Languagepl
FieldPsychology
TopicPsychedelics and Drug Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAyahuascaTraditional medicinePhysicsMedicine

Abstract

fetched live from OpenAlex

Ayahuasca, also known as "the liana of the soul" and "the vine of the soul" is a ritual psychedelic traditionally administered in the form of plant decoction, used by the indigenous people of South America for centuries, and in the last 25 years also in Europe, Asia, Africa, Australia, Canada, and the United States. Its biological activity results from the content of N,N-dimethyltryptamine (DMT), acting mainly as a non-selective agonist of serotonin receptors and beta-carboline alkaloids, which are strong and short-acting monoamine oxidase type A(MAOI-A) inhibitors. For many years there have been reports of both the anti-anxiety and antidepressant effects of ayahuasca, as well as indications of the possibility of its use in the treatment of addictions. The results of studies of its effectiveness in drug-resistant depression seem to be promising, comparable in the opinion of some authors with the effect of therapeutic action of ketamine. In the article, we try to explain the complex profile of action and the resulting potential benefits, but also the risk of interaction and adverse effects associated with the taking of ayahuasca, which is important given the high variability of herbal mixtures used to produce the decoction.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.007
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.002

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 head0.248
GPT teacher head0.457
Teacher spread0.209 · 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 designNot applicable
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

Citations4
Published2020
Admission routes1
Has abstractyes

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