Vantrexa · MIG · Spain · Headache specialist · captured by James Whitfield on 02 Mar 2026 · reviewed by Dr. Elena Moretti on 05 Mar 2026
Verbatim as captured; never edited
Headache specialist at Vall d'Hebron raised infusion-reaction management during a medical education. They requested supporting literature and a follow-up discussion.
Human-approved by Dr. Elena Moretti on 05 Mar 2026
Infusion-reaction management: practice variation observed reported by headache specialist (ES).
helixor-private-llm-2026.05 · generated 02 Mar 2026, 10:00 UTC
AI summary
Infusion-reaction management raised by headache specialist; aligns with Medical Communications.
Source spans used by the model
Headache specialist at Vall d'Hebron raised infusion-reaction management during a medical education. They requested supporting literature and a follow-up discussion.
| Field | AI suggestion | Final (human-approved) |
|---|---|---|
| Category | Education need | Product understanding |
| Function | Medical Communications | Medical Communications |
| Priority | Medium | Medium |
Transparent weighted model; contribution = value ÷ 5 × weight
| Dimension | Value (1–5) | Weight | Contribution |
|---|---|---|---|
| Patient relevance | 3 | 20% | 12.0 |
| Strategic alignment | 1 | 20% | 4.0 |
| Scientific importance | 4 | 15% | 12.0 |
| Urgency | 1 | 15% | 3.0 |
| Novelty | 3 | 10% | 6.0 |
| Actionability | 3 | 10% | 6.0 |
| Confidence | 5 | 5% | 5.0 |
| Breadth of occurrence | 1 | 5% | 1.0 |
| Total | Medium 49 | ||
| Time | Action | User | Field | Change | Reason | Source |
|---|---|---|---|---|---|---|
| 03 Sept 2026, 18:54 UTC | Update | RARachel Adeyemi | status | In progress → In progress | — | UI |
Every model call on this record and its human outcome
| Time | Feature | Model | User | Confidence | Outcome |
|---|---|---|---|---|---|
| 05 Sept 2026, 10:00 UTC | Topic classification | helixor-private-llm-2026.08 | Luis Ortega | 58% | Rejected |
Current stage and the next allowed action
Who reviewed, what action, which function, what decision, what outcome, when closed
01 Mar 2026 · Dr. Paola Castellano, Vall d'Hebron · MSL James Whitfield
Insight
Reviewed 05 Mar 2026 by Dr. Elena Moretti
Action
Publication project · David Chen · In progress
Decision
Outcome
Closure
Shared with Clinical Development; no further action required.