Computational · Paper · 2026

A Living Meta-Analysis of the Modafinil Literature

Daniel Ari Friedman

Zenodo

Catalog Row176
Citation KeyFriedman2026LivingMetaAnalysisModafinil176
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Overview

Extracted from the local paper documentation when available.

Manual synthesis cannot keep pace with a fast-growing research literature, and ad-hoc reviews bind no evidence to a reproducible pipeline. We present a configurable, reproducible meta-analysis framework that takes a single search term and produces a complete quantitative portrait of its literature. For this instance the term is Modafinil. The pipeline dispatches across 7 literature engines...

modafinilmeta-analysisliterature retrievalbibliometricsrecord de-duplicationfull-text miningdocument embeddingscitation networktopic modelingentity extractionwakefulnesscognitive enhancement

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • Manual synthesis cannot keep pace with a fast-growing research literature, and ad-hoc reviews bind no evidence to a reproducible pipeline.
  • We present a configurable, reproducible meta-analysis framework that takes a single search term and produces a complete quantitative portrait of its literature.
Methods / Techniques
  • Software pipeline design
  • Data-driven analysis

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. A Living Meta-Analysis of the Modafinil Literature. Zenodo. DOI: 10.5281/zenodo.20931964. URL: https://doi.org/10.5281/zenodo.20931964.

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