Medical reasoning records targeting MedXpertQA and MedHELM. Each entry includes a mechanistic explanation.
Available on Request · Sample Available
Medical QSA
Mechanism-first medical reasoning, from receptor signaling to translational implications.
Volume
0
Volume
Scalable Volume
Coverage
Medical Reasoning, Healthcare
65%Opus 5 · Pass@1
70%Opus 5 · Pass@3
Targets
MedXpertQA (Text), HealthBench Hard, MedHELM
Modality & Delivery
Text→Text
Formats
Excel (.xlsx)
What You Receive
Coverage
Receptor signaling, molecular pharmacology, endocrine regulation, cellular pathways, experimental design, and translational implications.
Package Structure
Differentiators
- Structured question, worked solution, and final answer record format.
- Connects mechanistic biomedical explanations to concise answers.
Record Schema
| A | B | C | |
|---|---|---|---|
| 1 | answer | question | solution |
| 2 | The concise final answer associated with the question. | The question or task presented in the dataset record. | The worked solution or supporting reasoning for the question. |
Results
| Model | Metric | Result |
|---|---|---|
| Opus 5 | Pass@1 | |
| Opus 5 | Pass@3 |
Methodology & Quality
Methodology
Questions are expert-authored, then split across an SME pool for complexity validation before benchmarking.
SME involvement
Domain-expert curated with up to L2 review
Stressors
Receptor signaling, molecular pharmacology, endocrine regulation, cellular pathways, and translational reasoning.
Design criteria
- Keep the question, supporting solution, and final answer as distinct record components.
Build assumptions
Quality approach
Known limitations
Customization & Scalability
Custom sets available. Additional volume in progress
Get Started
Request a Sample
Share your target domains and the OTS team will follow up with sample data and next steps.