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Record W4382724265 · doi:10.1016/j.jadr.2023.100620

Biweekly vs Triweekly low dose intravenous ketamine acute series for severe major depression: A case report

2023· article· en· W4382724265 on OpenAlexaff
Hernandorena Carolina, Gutiérrez Gilmar, Cabrera Abreu Casimiro, Gustavo Vázquez

Bibliographic record

VenueJournal of Affective Disorders Reports · 2023
Typearticle
Languageen
FieldMedicine
TopicTreatment of Major Depression
Canadian institutionsQueen's UniversityProvidence Health Care
Fundersnot available
KeywordsTolerabilityDepression (economics)RegimenMedicineKetamineMajor depressive episodeMajor depressive disorderAntidepressantInternal medicineAnesthesiaPsychiatryAdverse effectMood

Abstract

fetched live from OpenAlex

One third of the patients with Major Depression Disorder (MDD) fail to respond to conventional antidepressant treatments - treatment resistant depression (TRD). Low-dose IV ketamine (LDIVK) treatment has become a promising solution for these patients. However, infusion regimens for LDIVK acute series have not been standardized yet. Also, evidence is scarce for retrialing LDIVK treatment to manage MDD symptom recurrences. This is a case study of a 45-year-old female experiencing MDD TRD, who completed a triweekly and a biweekly acute course (4 week) of LDIVK treatment three years apart. Treatment effectiveness was assessed by comparing baseline to weekly depression severity scores using validated psychiatric scales to determine changes in depression symptoms. Tolerability was assessed by systematically registering side effects through the infusions. In both acute series, the patient achieved symptomatic response equivalent to remission. On the triweekly acute course the patient achieved symptom remission by the second week and in the biweekly acute course by the third week. Reported side effects were mild and transient. Results of only one patient included in this report and a different number of LDIVK infusions in each acute course, with the triweekly vs biweekly course providing four additional infusions in four weeks. These results suggest that implementing a triweekly regimen may be well-tolerated and result in a faster treatment response in certain patients, compared to a biweekly regimen. Furthermore, this case also supports the possibility of a ketamine retrial in case of major depressive recurrences.

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)0.002
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 score0.006
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.001
Science and technology studies0.0030.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0060.003
Insufficient payload (model declined to judge)0.0020.001

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 head0.008
GPT teacher head0.286
Teacher spread0.277 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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