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Record W6982762698

Ketamine Assisted Psychotherapy: A Systematic Narrative Review of the Literature

2022· article· en· W6982762698 on OpenAlexaboutno aff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2022
Typearticle
Languageen
FieldMedicine
TopicTreatment of Major Depression
Canadian institutionsnot available
Fundersnot available
KeywordsKetamineNarrative reviewSystematic reviewMental healthPeer reviewPain managementMEDLINEAnalgesic
DOInot available

Abstract

fetched live from OpenAlex

Sandra J Drozdz,1 Akash Goel,1– 3 Matthew W McGarr,4 Joel Katz,3,5– 7 Paul Ritvo,5,7 Gabriella F Mattina,1 Venkat Bhat,8– 10 Calvin Diep,3 Karim S Ladha1,3,10 1Department of Anesthesia, St. Michael’s Hospital, Toronto, ON, Canada; 2Department of Anesthesiology, Pain and Perioperative Medicine, Stanford University, Stanford, CA, USA; 3Department of Anesthesiology and Pain Medicine, University of Toronto, Toronto, ON, Canada; 4Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; 5Department of Psychology, York University, Toronto, ON, Canada; 6Department of Anesthesia and Pain Management, University Health Network, Toronto, ON, Canada; 7School of Kinesiology and Health Science, York University, Toronto, ON, Canada; 8Interventional Psychiatry Program, St. Michael’s Hospital, Toronto, ON, Canada; 9Department of Psychiatry, University of Toronto, Toronto, ON, Canada; 10Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON, CanadaCorrespondence: Karim S Ladha, St. Michael’s Hospital, 30 Bond St, 6th Floor Donnelly Wing, Toronto, ON, ON, Canada, Tel +1 416-864-6060 ext. 49308, Fax +1 416-864-6014, Email Karim.Ladha@mail.utoronto.caAbstract: Currently, ketamine is used in treating multiple pain, mental health, and substance abuse disorders due to rapid-acting analgesic and antidepressant effects. Its limited short-term durability has motivated research into the potential synergistic actions between ketamine and psychotherapy to sustain benefits. This systematic review on ketamine-assisted psychotherapy (KAP) summarizes existing evidence regarding present-day practices. Through rigorous review, seventeen articles that included 603 participants were identified. From available KAP publications, it is apparent that combined treatments can, in specific circumstances, initiate and prolong clinically significant reductions in pain, anxiety, and depressive symptoms, while encouraging rapport and treatment engagement, and promoting abstinence in patients addicted to other substances. Despite much variance in how KAP is applied (route of ketamine administration, ketamine dosage/frequency, psychotherapy modality, overall treatment length), these findings suggest psychotherapy, provided before, during, and following ketamine sessions, can maximize and prolong benefits. Additional large-scale randomized control trials are warranted to understand better the mutually influential relationships between psychotherapy and ketamine in optimizing responsiveness and sustaining long-term benefits in patients with chronic pain. Such investigations will assist in developing standardized practices and maintenance programs.Keywords: addiction, alternative treatment, anesthesia, chronic pain, mental health, novel therapeutic

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)0.011
metaresearch head score (Gemma)0.061
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: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.011
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.061
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0100.009
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0020.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.182
GPT teacher head0.553
Teacher spread0.371 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

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