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Collegial exchange

Turn a single practice into a shared experience

Darkfield work grows with experience. A single practice sees a few thousand recordings over the years — a community sees tens of thousands. That accumulated knowledge is what we make available to you, without ever letting an image or a name leave your practice.

How the exchange works

Only when you actively opt in does the app send anonymous pattern descriptors to our Swiss server. No images, no crops, no patient names — just numerical descriptions of the patterns you confirmed or corrected. From these descriptors neither the original image nor your practice can be reconstructed.

1. You decide

The exchange is off by default. You enable it in the settings — per session or permanently.

2. We consolidate

Once a week, contributions from participating practitioners are consolidated. Contradictory assessments are not discarded; they are weighted by reliability.

3. Expert review

Unclear cases are routed to experienced practitioners with the expert role. Only clusters with a clear majority consensus enter the consensus bundle.

4. You receive

On the next app start your software picks up the new consensus bundle. Your pattern recognition benefits from the distilled knowledge right away.

Reliability instead of single voices

Not every assessment is weighted equally. Over time the app measures how often your assessment matches the community majority — that is your reliability score (Inter-Rater-Reliability). Practitioners who assess reliably over many weeks gain more weight in future rounds. Newcomers start at a neutral level.

The score is visible but pseudonymous. You do not see who has a score of 0.9; you see that 23 pseudo IDs sit in the top range and 4 below. Transparency without identification.

Roles and responsibility

RoleVoteRequirement
Anonymous none App in test mode, no pro licence.
Registered Pro licence and active participation.
Expert At least 200 confirmed labels and a reliability score ≥ 0.75 over 12 weeks.
Admin Appointed by lightnet multimedia gmbh; curates the review queue on unclear clusters.

You stay in control — always

Withdraw contribution

On written request we block your pseudo ID completely. The next consensus bundle excludes you automatically (right to be forgotten under FADP art. 32 / GDPR art. 17).

Pause participation

In the settings you can temporarily turn off the exchange. Your local work continues unchanged.

Rollback

The app keeps the last three consensus bundles locally. If an update feels wrong, you can roll back to an earlier version.

No cloud requirement

You can use the software without the community exchange entirely. All core features are available without participation.

Current bundle

The currently distributed consensus bundle and its signature sit at /federation/. The app downloads them automatically; manual downloads are available for transparency.

Take part

Enable the exchange in the app under Settings → Experience → Take part.