Lumeva · MIG · Spain · Primary care physician · captured by Luis Ortega on 28 Jul 2026 · reviewed by Dr. Marcus Lindqvist on 31 Jul 2026
Verbatim as captured; never edited
Primary care physician at Hospital La Paz raised drug interactions during a scientific exchange. They requested supporting literature and a follow-up discussion.
Human-approved by Dr. Marcus Lindqvist on 31 Jul 2026
Drug interactions: practice variation observed reported by primary care physician (ES).
helixor-private-llm-2026.05 · generated 28 Jul 2026, 10:00 UTC
AI summary
Drug interactions raised by primary care physician; aligns with HEOR.
Source spans used by the model
Primary care physician at Hospital La Paz raised drug interactions during a scientific exchange. They requested supporting literature and a follow-up discussion.
| Field | AI suggestion | Final (human-approved) |
|---|---|---|
| Category | Adherence and persistence | Adherence and persistence |
| Function | HEOR | HEOR |
| Priority | High | High |
Transparent weighted model; contribution = value ÷ 5 × weight
| Dimension | Value (1–5) | Weight | Contribution |
|---|---|---|---|
| Patient relevance | 5 | 20% | 20.0 |
| Strategic alignment | 2 | 20% | 8.0 |
| Scientific importance | 3 | 15% | 9.0 |
| Urgency | 5 | 15% | 15.0 |
| Novelty | 2 | 10% | 4.0 |
| Actionability | 5 | 10% | 10.0 |
| Confidence | 5 | 5% | 5.0 |
| Breadth of occurrence | 4 | 5% | 4.0 |
| Total | High 75 | ||
No audit events in sample data
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
26 Jul 2026 · Dr. Ximena Jensen, Hospital La Paz · MSL Luis Ortega
Insight
Reviewed 31 Jul 2026 by Dr. Marcus Lindqvist
Action
Publication project · David Chen · In progress
Decision
Outcome
Closure