https://github.com/heidihelena/vahtian
Citation-true research synthesis with Zotero, PubMed intake, provenance tracking, and blinded human–AI dual-rating records.
https://github.com/heidihelena/vahtian
citations research research-integrity research-methods zotero
Last synced: 28 days ago
JSON representation
Citation-true research synthesis with Zotero, PubMed intake, provenance tracking, and blinded human–AI dual-rating records.
- Host: GitHub
- URL: https://github.com/heidihelena/vahtian
- Owner: heidihelena
- License: apache-2.0
- Created: 2026-06-04T17:52:25.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2026-06-26T14:31:30.000Z (29 days ago)
- Last Synced: 2026-06-26T15:12:20.022Z (29 days ago)
- Topics: citations, research, research-integrity, research-methods, zotero
- Language: HTML
- Homepage: https://vahtian.com/
- Size: 6.8 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff
Awesome Lists containing this project
README
# vahtian
Company site for **Vahtian** — research citation integrity.
**Vahtian verifies whether each manuscript claim is supported by the evidence
cited for it** — through a blinded human → AI → adjudication workflow with a
decision-gated, undoable write and a hash-chained audit trail.
> **Vahtian does not decide scientific truth.** It records whether a cited source
> supports a specific claim: who rated it, what the AI advised, how disagreements
> were adjudicated, and what was finally written.
Human-first. AI-second. Auditable. Free local tools for researchers;
infrastructure for journals, guideline groups, and research organizations.
## The product ladder
**Start** — verify the claims in your own manuscript
- **CiteVahti** — verify that each claim is supported by the source cited for it
*(free beta)*: https://github.com/heidihelena/citevahti
**Prepare** — get the study and its evidence right before analysis
- **StudyVahti** — plan a defensible study before data collection *(free · live)*: /studyvahti
- **MethodVahti** — justify your sample size → COREQ/SRQR methods PDF
*(free beta for individuals, project licence for institutions)*: /methodvahti
- **DictVahti** — clean the REDCap data dictionary before analysis *(free · live)*: /dictvahti
- **MatchVahti-Lite** — capture citation-worthy evidence from abstracts *(free · live)*: /matchvahti-lite
**Scale** — systematic-review infrastructure
- **ReviewVahti** — inter-rater reliability for screening (Cohen's κ / Krippendorff's α) *(live)*: /reviewvahti
- **ExtractVahti** — DTA data extraction + risk-of-bias (QUADAS-2/-C, PROBAST-AI) → tidy CSV + RoB traffic-light SVG for R; multi-extractor reconcile (κ / α); sealed agent aid *(early access)*: /extractvahti
- **GuidelineVahti** — panel consensus, RAND/UCLA + GRADE *(early access)*: /guidelinevahti
- **AtlasVahti** — de-identified validation-pattern analytics *(roadmap)*
Static pages (one `index.html` per product, plus `404.html` and `sitemap.xml`),
deployed via Cloudflare to vahtian.com. No trackers, no external dependencies.
`vahti` (Finnish) = *sentinel / guard* — the watch over what gets cited.
## Brand & social tooling
- `brand/STYLE.md` — the canonical brand spec; `brand/PHILOSOPHY.md` — the mark system.
- `brand/cards/` — 1200×630 Open Graph cards, one per page. Regenerate with
`npm i @resvg/resvg-js && node brand/cards/generate.mjs`.
- `brand/carousel/` — self-contained LinkedIn carousel builder (`noindex`, zero
external requests). Preset decks per product, theme & format switching, post-caption
drafts, deck save/load as JSON, export as PDF (LinkedIn document post) or
per-slide PNGs.
## MethodVahti package
`methodvahti/` is a self-contained Python package (Apache-2.0) for qualitative
heterogeneity scoring + a COREQ/SRQR methods-report PDF. See
[`methodvahti/README.md`](methodvahti/README.md). Tests: `cd methodvahti &&
python -m pytest tests/ -v`.