Efficacy and Tolerability of Antidepressants for Treatment of Depression in Coronary Artery Disease: A Meta-Analysis
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Other designConsensus signal: none
- Genre
- Candidate signal: ReviewConsensus signal: Review
- Teacher disagreement score
- 0.698
- Threshold uncertainty score
- 0.997
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.305 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
OBJECTIVE: Depression occurs in 18% to 45% of patients with coronary artery disease (CAD) where it is associated with an increased risk of acute coronary events and mortality. Our objective was to quantitatively summarize the data on the efficacy and tolerability of antidepressant (AD) treatment for depression in CAD. METHODS: We performed a meta-analysis of randomized, placebo-controlled, double-blind trials with a database search of the English literature (to March 2008) and manual search of references. RESULTS: Four clinical trials with ADs (mirtazapine, citalopram, fluoxetine, and sertraline) of a 9- to 24-week duration involving 798 subjects (402 ADs, 396 placebo) with documented CAD and meeting the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, criteria for depression were included. ADs were superior to placebo for decreasing Hamilton Depression Rating Scale (HDRS) scores (402 ADs, 396 placebo; weighted mean difference 1.41, 95% CI 0.53 to 2.29, P = 0.002) and Beck Depression Inventory (BDI) scores (373 ADs, 369 placebo; weighted mean difference 2.27, 95% CI 0.60 to 3.94, P = 0.008). The proportion of patients (216 ADs, 213 placebo) who responded (a 50% or more reduction in HDRS scores, OR 1.72, 95% CI 1.17 to 2.54) and remitted (HDRS of 8 or less at final assessment, OR 1.80, 95% CI 1.18 to 2.74), were also significantly higher with AD, compared with placebo, with no significant differences between the 2 groups for overall dropouts (OR 0.84, 95% CI 0.42 to 1.68) or dropout owing to adverse events (OR 1.30, 95% CI 0.75 to 2.25). The combined studies were homogeneous except for overall dropout rate (P = 0.01). CONCLUSION: Treatment with ADs for depression in CAD results in significant therapeutic effects without substantially increased rates of discontinuation.
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.
The record
- Venue
- The Canadian Journal of Psychiatry
- Topic
- Cardiac Health and Mental Health
- Field
- Medicine
- Canadian institutions
- Health Sciences CentreUniversity of TorontoSunnybrook Health Science Centre
- Funders
- Lundbeck CanadaAbbott LaboratoriesAbbott Fund
- Keywords
- PlaceboTolerabilitySertralineInternal medicineCoronary artery diseaseFluoxetineCitalopramDepression (economics)MedicineRating scaleHamilton Rating Scale for DepressionEscitalopramAntidepressantMajor depressive disorderPsychiatryPsychologyAdverse effect
- Has abstract in OpenAlex
- yes