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Record W4309915463 · doi:10.1111/tmi.13831

Direct evidence gap on fixed versus adjusted‐dose benznidazole for adults with chronic Chagas disease without cardiomyopathy: Systematic review and individual patient data meta‐analysis

2022· review· en· W4309915463 on OpenAlexaff
Agustín Ciapponi, Fabiana Barreira, Lucas Perelli, Ariel Bardach, Joaquím Gascón, Israel Molina, Carlos A. Morillo, Nilda Graciela Prado, Adelina Riarte, Faustino Torrico, Juan Carlos Villar, Sara Reidel, Luz Gibbons, Sergio Sosa‐Estáni

Bibliographic record

VenueTropical Medicine & International Health · 2022
Typereview
Languageen
FieldMedicine
TopicTrypanosoma species research and implications
Canadian institutionsLibin Cardiovascular Institute of AlbertaUniversity of Calgary
Fundersnot available
KeywordsMedicineBenznidazoleMeta-analysisOdds ratioPlaceboInternal medicineMEDLINESubgroup analysisRandomized controlled trialConfidence intervalAdverse effectTrypanosoma cruziPathology

Abstract

fetched live from OpenAlex

Abstract Objectives To determine the comparative efficacy and safety of a fixed dose of benznidazole (BZN) with an adjusted‐dose for Trypanosoma cruzi‐seropositive adults without cardiomyopathy. Methods We conducted a systematic review and individual participant data (IPD) meta‐analysis following Cochrane methods, and the PRISMA‐IPD statement for reporting. Randomised controlled trials (RCTs) allocating participants to fixed or adjusted doses of BZN for T. cruzi‐seropositive adults without cardiomyopathy were included. We searched (December 2021) Cochrane, MEDLINE, EMBASE, LILACS and trial registries and contacted Chagas experts. Selection, data extraction, risk of bias assessment using the Cochrane tool, and a GRADE summary of finding tables were performed independently by pairs of reviewers. We conducted a random‐effects IPD meta‐analysis using the one‐stage strategy, or, if that was impossible, the two‐stage strategy. Results Five RCTs (1198 patients) were included, none directly comparing fixed with adjusted doses of BZN. Compared to placebo, BZN therapy was strongly associated with negative qPCR and sustainable parasitological clearance regardless of the type of dose and subgroup analysed. For negative qPCR, the fixed/adjusted rate of odds ratios (RORF/A) was 8.83 (95% CI 1.02–76.48); for sustained parasitological clearance, it was 4.60 (95% CI 0.40–52.51), probably indicating at least non‐inferior effect of fixed doses, with no statistically significant interactions by scheme for global and most subgroup estimations. The RORF/A for treatment interruption due to adverse events was 0.44 (95% CI 0.14–1.38), probably indicating no worse tolerance of fixed doses. Conclusions We found no direct comparison between fixed and adjusted doses of BZN. However, fixed doses versus placebo are probably not inferior to weight‐adjusted doses of BZN versus placebo in terms of parasitological efficacy and safety. Network IPD meta‐analysis, through indirect comparisons, may well provide the best possible answers in the near future. Registration The study protocol was registered in PROSPERO (CRD42019120905).

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)0.029
metaresearch head score (Gemma)0.077
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.029
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0290.077
Meta-epidemiology (narrow)0.0030.002
Meta-epidemiology (broad)0.0260.044
Bibliometrics0.0060.005
Science and technology studies0.0010.001
Scholarly communication0.0060.003
Open science0.0030.002
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.392
GPT teacher head0.476
Teacher spread0.084 · 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 designMeta-analysis
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

Citations10
Published2022
Admission routes1
Has abstractyes

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