ahrq-picme-assessment
FeaturedSOP: Use the AHRQ PiCMe framework to systematically assess a research gap across 6 dimensions
AI & Automation 458 stars
34 forks Updated yesterday Apache-2.0
Install
Quality Score: 97/100
Stars 20%
Recency 20%
Frontmatter 20%
Documentation 15%
Issue Health 10%
License 10%
Description 5%
Skill Content
# AHRQ PiCMe Assessment
Use the AHRQ PiCMe framework to systematically assess a research gap across 6 dimensions.
## HARD-GATE
<HARD-GATE>
- Input must be a GapRecord with status: "complete"
- All 6 dimensions (P/I/C/M/E + overall verdict) must be completed; none may be skipped
- Each dimension must have an independent score (1-5) and a textual rationale
- overall_verdict must be one of "strong" | "moderate" | "weak"
</HARD-GATE>
## Pipeline
1. **Precondition check**: verify completeness of the input GapRecord; confirm the domain field is valid
2. **Population (P)**: identify the target population/system/dataset the gap concerns; assess clarity of definition (1-5)
3. **Intervention (I)**: identify the proposed intervention/method/solution; assess operationalizability (1-5)
4. **Comparator (C)**: identify the comparison baseline (existing SOTA, no intervention, alternative approach); assess baseline reasonableness (1-5)
5. **Metrics (M)**: identify the evaluation metrics; assess their measurability and relevance (1-5)
6. **Evidence (E)**: assess the strength of existing evidence supporting the existence of the gap (1-5)
7. **Overall verdict**: judge overall quality from the mean of the 5 dimensions (strong ≥ 3.5 / moderate 2.5-3.4 / weak < 2.5); generate a research question draft
8. **Output**: return the PiCMeAssessment object
## Output Format
```json
{
"gap_id": "gap_001",
"dimensions": {
"population": { "score": 4, "description": "Target population descriptio...
Details
- Author
- yogsoth-ai
- Repository
- yogsoth-ai/de-anthropocentric-research-engine
- Created
- 7 months ago
- Last Updated
- yesterday
- Language
- HTML
- License
- Apache-2.0
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
Data & Documents Featured
find-cohort-gap
Research gap finder for longitudinal cohort databases. Profiles cohort strengths, matches PI expertise, scans literature saturation, and outputs ranked topic proposals with gap evidence. Works with any cohort: NHIS, UK Biobank, institutional EMR, health checkup registries, or disease-specific registries.
292 Updated 4 days ago
Aperivue AI & Automation Listed
gap-analysis
Provides a repeatable framework for identifying and prioritising gaps between where things are now and where they need to be.
4 Updated 5 days ago
MarieLynneBlock AI & Automation Listed
kiro-validate-gap
Analyze implementation gap between requirements and existing codebase
3 Updated today
Huruikagi