Use Case - Clinical Research

Quantum Entropy for
Clinical Research

Provably unbiased randomisation for clinical trials. Full provenance trail for FDA, EMA, and MHRA submission. Powered by QuBitLang.

Get Started Free →

The Challenge

Randomisation Integrity Matters

Clinical trial randomisation determines which patients receive treatment and which receive placebo. Any bias - intentional or algorithmic - can invalidate results and endanger lives.

Regulatory bodies (FDA, EMA, MHRA) require documentation of randomisation methodology. With TrueEntropy, every allocation is backed by quantum-generated entropy with a complete provenance certificate - from QuBitLang circuit to patient assignment.

True quantum randomness ensures true unbiased allocation.

trial_randomisation.py Python

# Quantum randomisation for clinical trial arms from trueentropy import TrueEntropy client = TrueEntropy(api_key="te_live_...") # Allocate patient to trial arm (1:1 ratio) allocation = client.integers( count=1, min=0, max=1 ) arm = "Treatment" if allocation.values[0] else "Placebo" # Archive certificate for regulatory submission cert = allocation.metadata.certificate_id # "cert_a7f2..." - FDA/EMA/MHRA audit-ready

Applications

Research Applications

Patient Allocation

Quantum-random assignment to treatment and control groups via the integers endpoint. Provably unbiased 1:1, 2:1, or custom ratios.

Stratified Randomisation

Multi-factor stratification with quantum entropy. Centre, age group, severity - all balanced by true randomness.

Audit Provenance

Every allocation has a provenance certificate: QuBitLang circuit, IBM backend, NIST verification, SHA-256 hash. Regulatory-ready.

Block Randomisation

Quantum-shuffled blocks via the shuffle endpoint ensure balanced allocation within each block period. No predictable patterns.

Double-Blind Support

Random values are served from a pre-generated entropy pool with no logging of which numbers were delivered. True independence by design.

Reproducible Records

Complete audit trail stored immutably. Certificate verification endpoint for independent validation.

Unbiased Randomisation for Life-Saving Research

Quantum entropy. Full provenance. Regulatory-ready. Start in minutes.