rank_institutions
shalloworg.opennih/opennih · Verify this server
Use this tool when the user asks which institutions get the most NIH money — 'top NIH-funded universities', 'where does NCI money go', 'rank research hospitals by R01 funding'. Each ranked row also yields its entity_id, the canonical institution identifier. Ranks institutions by competitive RPG-research NIH funding (R01 baseline), excluding intramural/contracts/centers/career/training, de-duplicated on core_project_num; NULL total_funding is not reported, never $0. total_funding here is RPG-research-only and is NOT comparable to the all-mechanism NIH totals served elsewhere. Bounds: limit 1-50 (default 20), offset 0-100000, fiscal years 1985-2100, ic 2-64 chars (NIH abbreviation or code, e.g. NCI or CA), sort_by one of composite | funding_scale | portfolio_breadth | new_grant_activity | avg_award_size.
1 trials · measured today
rank_institutions scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against org.opennih/opennih, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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