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Record W4399363762 · doi:10.4088/pcc.23r15045

Cognitive Effects of Electroconvulsive Therapy in Schizophrenia

2024· article· en· W4399363762 on OpenAlexaff
Sophie R. Vaccarino, Anthony L. Vaccarino

Bibliographic record

VenueThe Journal of Clinical Psychiatry · 2024
Typearticle
Languageen
FieldMedicine
TopicElectroconvulsive Therapy Studies
Canadian institutionsIndoc ResearchUniversity of Calgary
Fundersnot available
KeywordsElectroconvulsive therapySchizophrenia (object-oriented programming)CognitionPsychologyPsychiatryMedicine

Abstract

fetched live from OpenAlex

To determine the objective cognitive effects of electroconvulsive therapy (ECT) in treatment-resistant schizophrenia (TRS). A database search of MEDLINE, PsycINFO, and Embase was conducted on September 22, 2022, using the search terms "schizophrenia" and "electroconvulsive therapy." The search was limited to the articles published from 1985 to present, in English, and human studies. A total of 4293 articles were identified. After screening by title and full text, 17 articles met eligibility criteria. Controlled, open-label, and retrospective studies of acute, maintenance, or continuation ECT were included. An objective cognitive measure(s) had to be the primary or secondary outcome of the study, with no other interventions administered, besides standard-of-care treatment (ie, antipsychotics). Data regarding the study design, type of ECT provided, cognitive outcome measures, and change in cognitive performance pre- to post-ECT were extracted. Results are presented as a narrative review. Overall, ECT was not associated with any significant cognitive deficits in participants with TRS across the domains of global cognition, attention, language, visuospatial function, and executive function. Findings for immediate effects on memory were equivocal, but the majority of studies found no change or an improvement in memory after treatment. The current evidence supports the conclusion that ECT does not have negative long-term effects on cognition among patients with TRS. Larger, sham-controlled trials are needed to support these conclusions. All studies in this review assessed ECT adjunct to antipsychotics; therefore, the cognitive effects of ECT independent of antipsychotics remain unclear.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.479
Threshold uncertainty score0.658

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.029
GPT teacher head0.410
Teacher spread0.381 · 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 teacher head, 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".

Quick stats

Citations10
Published2024
Admission routes1
Has abstractyes

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