# Panel design — human expert reference

10 human scientists each designed a targeted gene panel for the human **dorsolateral
prefrontal cortex (DLPFC / PFC)**. Identities are removed; experts are numbered **1–10**
(this numbering is independent of the annotation task). Per-expert methodology is in
[`workflows.csv`](workflows.csv).

## Files

| File | Contents |
| --- | --- |
| `workflows.csv` | `id, workflow` — how each expert built their panel |
| `{1..10}.csv` | Full panel per expert: ranked gene list + rationale |
| `split/{id}_top{50,100,150}.csv` | Top-N subsets used for size-matched evaluation |

## Columns

Experts used different tools, so schemas are **not uniform**. Every panel includes a gene
symbol, a ranking/priority, and a free-text reasoning column; some include extra
tool-specific statistics (e.g. log fold-change, marker scores). Read each file on its own
terms rather than assuming a shared header.

## Notes
- **Expert 3** submitted a previously designed panel for the wrong tissue (kept for completeness).
- Panels originally provided as `.xlsx` were converted to `.csv` unchanged.