Module 2Synthetic mock data

LLM Cohort Builder

Define inclusion / exclusion logic across structured fields, conditions, medications, trials, and RECIST responses. Run queries against the cohort. Save reusable definitions for research workflows.

Cohort definition

Trial screening presets

Age

—

Gender

Risk group

Has condition matching

On medication class

Enrolled in trial (NCT)

RECIST response present

Privacy

Identified mode is gated on authorized clinical workflows in production. Demo defaults to de-identified.

Result

Configure filters then click Run cohort query.

Saved cohort definitions

Persisted to localStorage — production uses a versioned cohort store.

None saved this session.

LLM document extraction

Stub — deferred

Per spec module 2 §"LLM extraction of cohort-relevant features from documents". Below is a canned preview of what the production pipeline would emit when given the sample document. Full implementation (PDF ingest, span extraction, normalized variable mapping, evidence capture, honest-broker re-linking) is the next major build after this skeleton ships.

EUS-FNA pathology report · 2026-03-12 · synthesized

DiagnosisPancreatic ductal adenocarcinoma
“…cytology consistent with ductal adenocarcinoma of pancreatic origin…”
96% confidence
GradeModerately differentiated
“…moderately differentiated, G2…”
91% confidence
Specimen siteHead of pancreas
“…25-gauge ProCore needle, head of pancreas, 4 passes…”
99% confidence
Tumor cellularity70%
“…approximately 70% tumor cellularity…”
84% confidence
Mitotic rate5 / 10 HPF
“…5 mitoses per 10 high-power fields…”
88% confidence