Nephrada · IGAN · United Kingdom · Community nephrologist · captured by Dr. Anna Becker on 03 Feb 2026 · reviewed by Dr. Sophie Laurent on 05 Feb 2026
Verbatim as captured; never edited
Community nephrologist at Royal Marsden raised treatment burden and fatigue during a advisory board. They requested supporting literature and a follow-up discussion.
Human-approved by Dr. Sophie Laurent on 05 Feb 2026
Treatment burden and fatigue: gap in current materials reported by community nephrologist (GB).
helixor-private-llm-2026.05 · generated 03 Feb 2026, 10:00 UTC
AI summary
Treatment burden and fatigue raised by community nephrologist; aligns with HEOR.
Source spans used by the model
Community nephrologist at Royal Marsden raised treatment burden and fatigue during a advisory board. They requested supporting literature and a follow-up discussion.
| Field | AI suggestion | Final (human-approved) |
|---|---|---|
| Category | Evidence gap | Evidence gap |
| Function | HEOR | HEOR |
| Priority | High | High |
Transparent weighted model; contribution = value ÷ 5 × weight
| Dimension | Value (1–5) | Weight | Contribution |
|---|---|---|---|
| Patient relevance | 4 | 20% | 16.0 |
| Strategic alignment | 5 | 20% | 20.0 |
| Scientific importance | 4 | 15% | 12.0 |
| Urgency | 1 | 15% | 3.0 |
| Novelty | 3 | 10% | 6.0 |
| Actionability | 4 | 10% | 8.0 |
| Confidence | 5 | 5% | 5.0 |
| Breadth of occurrence | 3 | 5% | 3.0 |
| Total | High 73 | ||
| Time | Action | User | Field | Change | Reason | Source |
|---|---|---|---|---|---|---|
| 11 Sept 2026, 12:43 UTC | Close | FAFatima Al-Sayed | summary | — → Submitted | — | UI |
Every model call on this record and its human outcome
No AI interactions in sample data
Current stage and the next allowed action
Who reviewed, what action, which function, what decision, what outcome, when closed
03 Feb 2026 · Dr. Daniel Weber, Royal Marsden · MSL Dr. Anna Becker
Insight
Reviewed 05 Feb 2026 by Dr. Sophie Laurent
Action
Initiative
Decision
Outcome
Closure
Shared with Clinical Development; no further action required.