StochStack

prototype 01

Site Feasibility Scoring

ClinicalTrials.gov-inspired scoring workflow for CTM shortlisting: input trial constraints, rank candidate sites, and inspect explainable score logic.

Scoring Formula

Score = 0.24*Experience + 0.18*Speed + 0.14*PI Capacity + 0.16*Competitor Exposure + 0.18*CTGov Relevance + 0.10*Stability + Sponsor Bonus

Sponsor Bonus = (SponsorFit - 50) * 0.12 when sponsor preference is enabled.

Input Constraints

Ranked Candidate Sites

Site Detail & Why This Site

Samsung Medical Center

Seoul, South Korea · Tier: Tier 3

Total Score: 63

TA/Indication Experience50
Site Startup Speed100
PI Capacity100
Competitor Exposure0
ClinicalTrials.gov Relevance50
Execution Stability100
Sponsor Fit50

Why ranked high

Samsung Medical Center leads on Site Startup Speed / PI Capacity / Execution Stability, resulting in Tier 3 prioritization for feasibility shortlisting.

startup median: 58 days

PI count: 7

matched profile count: 1

update log

Prototype Change Log

  1. 2026-03-01 · v0.3.0

    Live ClinicalTrials.gov Sync Connected

    • - Added nightly ClinicalTrials.gov sync pipeline.
    • - Upgraded filter model and explainable score breakdown.
    • - Added export for CSV and JSON shortlist outputs.