StochStack

ClinicalTrials.gov-based candidate site filtering and explainable scoring for rapid CTM decisions.

Human-in-the-loop ranking that learns from CTM preference feedback and updates weights transparently.

Transforms site/investigator Likert survey datasets into actionable engagement insight dashboards.

Protocol querying, eligibility checks, and medication restriction decisions with clause-level evidence.

Synthetic control and sample-size reduction simulation with power/bias risk assessment.

Structured cohort search over EHR/claims to estimate recruitable patients and enrollment velocity.