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Record W2062981486 · doi:10.1136/ebm.11.5.145

Review: the renoprotective effects of ACE inhibitors and ARBs independent of blood pressure control are uncertain

2006· letter· en· W2062981486 on OpenAlexaff
Catherine M. Clase

Bibliographic record

VenueEvidence-Based Medicine · 2006
Typeletter
Languageen
FieldMedicine
TopicBlood Pressure and Hypertension Studies
Canadian institutionsMcMaster University
Fundersnot available
KeywordsBlood pressureMedicinePharmacologyInternal medicine

Abstract

fetched live from OpenAlex

Casas JP, Chua W, Loukogeorgakis S, et al. Effect of inhibitors of the renin-angiotensin system and other antihypertensive drugs on renal outcomes: systematic review and meta-analysis. Lancet 2005;366:2026–33. [OpenUrl][1][CrossRef][2][PubMed][3][Web of Science][4] Q Do angiotensin converting enzyme (ACE) inhibitors and angiotensin receptor blockers (ARBs) have renoprotective effects independent of blood pressure (BP) control? Clinical impact ratings GP/FP/Primary care ★★★★★★☆ IM/Ambulatory care ★★★★★☆☆ Nephrology ★★★★★★☆ Endocrine ★★★★★☆☆ ### ![Graphic][5]</img>Data sources: Medline, EMBASE/Excerpta Medica, and the Cochrane Library (1960 to January 2005); and references of relevant studies and reviews. ### ![Graphic][6]</img>Study selection and assessment: randomised controlled trials (RCTs) with ⩾1 year follow up that examined the effect of drug treatment with a BP lowering action on progression of renal disease. 127 RCTs (150 comparisons) with mean follow up of 4.2 years met the selection criteria. ### ![Graphic][7]</img>Outcomes: end stage renal disease (ESRD) (need for kidney transplantation or dialysis) and doubling of serum creatinine. Changes in BP were similar across the 5 outcomes; all but 1 showed no difference in the degree of change in systolic and diastolic BP between … [1]: {openurl}?query=rft.jtitle%253DLancet%26rft.stitle%253DLancet%26rft.aulast%253DCasas%26rft.auinit1%253DJ.%2BP.%26rft.volume%253D366%26rft.issue%253D9502%26rft.spage%253D2026%26rft.epage%253D2033%26rft.atitle%253DEffect%2Bof%2Binhibitors%2Bof%2Bthe%2Brenin-angiotensin%2Bsystem%2Band%2Bother%2Bantihypertensive%2Bdrugs%2Bon%2Brenal%2Boutcomes%253A%2Bsystematic%2Breview%2Band%2Bmeta-analysis.%26rft_id%253Dinfo%253Adoi%252F10.1016%252FS0140-6736%252805%252967814-2%26rft_id%253Dinfo%253Apmid%252F16338452%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.1016/S0140-6736(05)67814-2&link_type=DOI [3]: /lookup/external-ref?access_num=16338452&link_type=MED&atom=%2Febmed%2F11%2F5%2F145.atom [4]: /lookup/external-ref?access_num=000233826900022&link_type=ISI [5]: /embed/inline-graphic-1.gif [6]: /embed/inline-graphic-2.gif [7]: /embed/inline-graphic-3.gif

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

Direct model labels (unvalidated)

Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.

Model armCategoriesStudy designConfidence
gemmano category
Domain: not available · Genre: Commentary
About the Canadian research system: no · About a Canadian topic: no
Systematic reviewlow
gptno category
Domain: not available · Genre: Commentary
About the Canadian research system: no · About a Canadian topic: no
Systematic reviewlow
models agreeAgreement compares identical category sets and study designs across arms.

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)0.001
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.488
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
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 head0.024
GPT teacher head0.270
Teacher spread0.245 · 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

Labeled directly by 2 models reading the full record.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreCommentary

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
Published2006
Admission routes1
Has abstractyes

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