Methodology
Three Tasks.
One Environment.
The Clinical Trial Transformer (CTT) environment is engineered to isolate and evaluate
medical reasoning agents across three distinct pillars of pharmaceutical documentation.
T — 01
↗
AE Triage
Processing adverse event reports from raw clinician notes into structured safety intake data.
Precision in causality assessment is paramount.
"task_id": "AE_TRIAGE_10",
"ae_report": "string",
"is_serious": true
T — 02
↗
PD Audit
Identifying protocol deviations across longitudinal patient records. Validating clinical compliance
against study-specific mandates.
"deviation_type": "MAJOR/MINOR",
"capa_required": true,
"risk_score": 8.2
T — 03
↗
Safety Narrative
Synthesising complex medical histories into coherent, regulatory-ready narratives. High focus
on linguistic-critical continuity.
"narrative_text": "string",
"causality": "possibly_...",
"key_temporal_flags": []
Inference Pipeline Architecture
End-to-End Environment Orchestration