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jev-reviewer

choxos/jev-reviewer · Homepage

Verbatim quote extraction for systematic reviews, verified by Jev.

What it is

A browser-based extraction aid for systematic reviewers. Open a trial report and its supplements, ask your extraction form or a RoB 2, ROBINS-I, QUADAS-2 or TIDieR template, and get verbatim quotes with file and page for human checking.

How it uses Jev

Jev answers typed questions with probabilities and only points at line ids; code copies the quote out of the file. A screening Choice picks which line answers a question, then a verifying Noul asks whether that line itself answers it. Quotes with Noul ≥ 0.5 are kept, adjacent lines merged, table labels added.

Primitives:choicenoul

Technique worth stealing

Speculative fan-out: one screening request carries every question against the same text, so an 18-question template costs about a cent and five seconds over three files.

Try it

Use it at jevreviewer.xera.ac or choxos.github.io/jev-reviewer. No key, no install.

View on GitHub

judged by Jevjev-1.13.0

Evidence

Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.

  • Jev-centricno0.33
  • Shows a System One patternyes0.63
  • Handles uncertaintyno0.11
  • Measuredno0.04
  • Runnableyes0.68
  • Worth recommendingunclear0.55
  • Model replicano0.26
  • Problem scopescore on a 0–2 scale1.01
  • About Jevyes0.97

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.