project

Scribe

A local, offline-first pipeline that converts scanned or photographed handwritten clinical forms into schema-conformant structured records, with each field traceable back to a region of the page and uncertain fields routed to a human.

Known aliases

Scribe pipeline

Relationships

No evidence-backed relationships are recorded.

Current clusters

build1 publisher

Identical 0.95 confidence on right and wrong answers killed Scribe's threshold gate

Nine local VLM configurations read the same 23 handwritten clinical pages against 221 hand-curated gold values, and accuracy on the fields accepted without human review rose from 75% to 96% once a second model started checking the first.

Publishers:dev.to

Reality

Evidence58
Adoption8
Hype gap−10
Incentives45
Confidence58