# Validated D4D Agent Processing Report

Generated: 2025-11-14 17:35:35

## Overall Summary

- **Files processed**: 2
- **Errors**: 1
- **Skipped**: 10

## Validation Summary

- **Downloads successful**: 12
- **Downloads failed**: 1
- **Content relevant to project**: 10
- **Content with limited relevance**: 2

## Results by Column

### AI_READI

**Validation Results:**
- Downloads: 5 successful, 1 failed
- Relevance: 4 relevant, 1 limited

#### Errors

- ❌ `docs_google_com_document-d_row11.txt` (stage: download_validation): Content appears to be incomplete or invalid

#### Skipped

- ⏭️  `docs_aireadi_org_docs-2_row8.txt`: Already exists
- ⏭️  `fairhub_row13.json`: Already exists
- ⏭️  `doi_row2.json`: Already exists
- ⏭️  `doi_row9.json`: Already exists
- ⏭️  `fairhub_row10.json`: Already exists

### CHORUS

**Validation Results:**
- Downloads: 2 successful, 0 failed
- Relevance: 2 relevant, 0 limited

#### Successfully Processed

- ✅ `CHoRUS for Equitable AI - github.pdf` → `CHoRUS for Equitable AI - github_d4d.yaml`
  - Download: ✅ Success
  - Relevance: ✅ Score 4 (found: chorus)
- ✅ `aim-ahead-bridge2ai-for-clinical-care-informational-webinar_row7.pdf` → `aim-ahead-bridge2ai-for-clinical-care-informational-webinar_d4d.yaml`
  - Download: ✅ Success
  - Relevance: ✅ Score 4 (found: bridge2ai)

### CM4AI

**Validation Results:**
- Downloads: 3 successful, 0 failed
- Relevance: 2 relevant, 1 limited

#### Skipped

- ⏭️  `doi_row3.json`: Already exists
- ⏭️  `dataverse_10.18130_V3_F3TD5R_row16.txt`: Already exists
- ⏭️  `dataverse_10.18130_V3_B35XWX_row13.txt`: Already exists

### VOICE

**Validation Results:**
- Downloads: 2 successful, 0 failed
- Relevance: 2 relevant, 0 limited

#### Skipped

- ⏭️  `physionet_b2ai-voice_1.1_row14.txt`: Already exists
- ⏭️  `healthnexus_row13.json`: Already exists

