research-document RFR-4BE96A27
Create a shared benchmark and decision threshold: Clinical Communication Engineering Research Journal — Cycle 1
RFR-4BE96A27 — Create a shared benchmark and decision threshold: Clinical Communication Engineering Research Journal — Cycle 1
Research opportunity
Create a shared benchmark and decision threshold for the claims or recommendations in “Clinical Communication Engineering Research Journal — Cycle 1.”
Background
The originating artifact is accepted by the repository publishing inventory with status “complete.” Its Cycle question section provides the immediate evidence boundary.
Evidence trace
- Origin document: content/projects/clinical-communication-engineering/research-journal/2026-07-22-clinical-communication-engineering-research-journal.md
- Section:
Cycle question - Specific assumption challenged: The source's treatment in “Cycle question” is sufficiently supported for its intended scope.
- Supporting evidence excerpt: “What minimum foundation can guide future clinical-interface research without pretending that one untested design is safe across roles and settings?”
- Reason this opportunity exists: How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Unknowns
- How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Dependencies
Suggested REP and methodology
- Suggested REP:
REP-JR-CCE-0001-BENCHMARK - Methodology: Curate representative cases, blind ground truth where possible, define baselines and uncertainty-aware metrics, and run reproducible benchmark evaluations.
- Expected outputs: Versioned benchmark, baseline implementations, scoring harness, datasheet, and adoption decision rule.
- Success criteria: Independent teams can reproduce scores and the benchmark discriminates meaningful quality differences without rewarding proxy gaming.
- Recommended agent:
research-engineering-agent - Estimated effort: Medium
- Expected knowledge gained: How competing methods or implementations compare on a common corpus with explicit utility, safety, and cost thresholds.
Evaluation
| Dimension | Score (1–5) |
|---|---|
| Knowledge gain | 4 |
| Potential impact | 4 |
| Cross-project reuse | 5 |
| Scientific importance | 5 |
| Dependency cost | 5 |
| Implementation difficulty | 3 |
| Frontier score | 392 |
Confidence in this opportunity: moderate. Status: Open.