| name | A Living Meta-Analysis of the Modafinil Literature |
| description | 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 ... |
| tags | ["modafinil","meta-analysis","literature-retrieval","bibliometrics","record-de-duplication","full-text-mining","document-embeddings","citation-network","topic-modeling","entity-extraction"] |
| domain | Computational |
| citation | Daniel Ari Friedman (2026). *A Living Meta-Analysis of the Modafinil Literature*. Computational. |
| doi | 10.5281/zenodo.20931964 |
A Living Meta-Analysis of the Modafinil Literature
Daniel Ari Friedman (2026) · Computational
Context
This work addresses topics in Computational: modafinil, meta-analysis, literature retrieval, bibliometrics.
Methods
Primary methods and techniques applied in this work:
- Software pipeline design
- Data-driven analysis
Key Findings
Core contributions and results:
- 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.
Related Works
Validation
Verification points for this work:
- DOI: 10.5281/zenodo.20931964
- PDF SHA-256: 412d4fcf4b0c2e14fb950f9080f107d81fd9a90dfdf216b9161a13833eff62ff
- Pairing confidence: strong
- Last checked: 2026-07-01T00:30:09Z
Prerequisites
- Familiarity with modafinil, meta-analysis, literature retrieval
- Background in Computational fundamentals
- Access to source repository: N/A
Instructions
When working with this paper:
- Reference the DOI for citation:
10.5281/zenodo.20931964
- Apply methods listed in the Methods section for related analysis.
- Validate findings against the original PDF and metadata.
