Impact
Traction you can verify, not numbers we made up
Every figure below is read live from our production database and refreshes every five minutes. Aggregate only — no patient data, no PII.
Registered on the app
Physicians who created an account on DataLaps and declared their country and specialty. Not everyone here has finished credential review yet.
Credentialed network & clinical work
Physicians who passed our credential screening and are active in the network, plus the blind verdicts they have contributed on training cases.
● Live — read directly from our production database, refreshed every 5 minutes. No PII, aggregate only.
What each number means
Behind the metrics
Registered vs credentialed
Registered physicians have an account on DataLaps. Credentialed physicians passed our multi-stage credential review and are active in the network. The gap between the two is normal — not everyone who signs up has finished verification yet.
Verified physicians
Licensed MDs who passed multi-stage credential screening — document review, identity and human verification. Not an anonymous crowd pool.
Countries & specialties
The breadth of the network: how many countries our physicians practice in and how many distinct medical specialties they cover.
Blind clinical verdicts
Every independent verdict a physician has cast on a training case — each one blind, seeing no other reviewer. This is the raw material of consensus.
Cases reaching consensus
Cases that gathered enough independent verdicts to pass our defensible sample threshold — the part of the dataset that is sellable ground truth today.
Inter-physician agreement
Average agreement across those consensus cases. High agreement is what makes the dataset defensible in front of a lab or a regulator.
Next step
Put these numbers to work on your data
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