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For researchers

What is here, and how to ask for it

Safebodi licenses de-identified data, aggregate insight and study access from a consented cohort. It does not sell patient records, and there is no arrangement under which it would.

The cohort today

Contributors
none yet
Completed submissions
none yet
Questionnaires in the field
0

These figures are read from the research store when you load this page. They are not a projection and not a target.

Any figure below 20 is shown as a range rather than a number, because in a small group a count is itself identifying. The same floor blocks any export or public chart where a group would be that small.

How access works

Every export passes four checks in code. None of them is a policy somebody remembers to follow; a release that fails any one produces nothing at all — no partial file and no certificate.

  1. Ethics approval

    A release carries a committee approval reference and a named approver. There is no path through the system for an export without one, and the person running it re-authenticates at the moment of export rather than relying on being signed in.

  2. De-identification

    Fields are an allow-list: anything not explicitly declared releasable is refused rather than stripped. Contributors are labelled with a pseudonym unique to each release, so two releases cannot be joined into a longitudinal record nobody agreed to.

  3. Consent

    Every row is checked twice — against what the contributor allows today, so a withdrawal narrows the release immediately, and against what they allowed when they answered, so a later agreement cannot license answers given under a narrower one.

  4. Re-identification risk

    Every combination of the identifying-ish fields being released must contain at least 20 people. Cells are counted in people rather than rows, so a long-format file does not slip past the floor.

Each release produces a certificate recording the cohort definition, the fields, the methods applied, the approval reference, the row count and how many contributors each gate excluded — so a release can be accounted for years later.

Not yet open. Applications cannot be accepted until the research protocol has ethics approval and the Data Protection Impact Assessment is complete. Both are in progress.

Data dictionary

The complete set of fields that can leave the research store. This list is generated from the code that enforces it, so it cannot describe a field the pipeline does not release.

Releasable fields
Field What it is
pseudonym A pseudonym unique to this release. It cannot be joined to any other release.
state_code State of residence. No street address and no map pin (§4).
age_band Age band, never an exact age or date of birth.
quality_tier The evidence tier behind the row (§8).
question_code Which question this answers. The exact wording is in the data dictionary for the version.
answer_code The coded answer. Never a display string (§9).
answer_number The numeric answer. Its unit is a separate field and comes from the schema.
answer_unit The unit, from the questionnaire definition rather than from anything typed.
answer_is_reserved Whether the answer was "I do not know" or "I would rather not say" (§6) — an answer, not a gap.
questionnaire_version The version answered against, so wording changes cannot re-interpret old answers.
language The language the question was presented in (§8).
entry_mode Self-entered, assisted or clinician-entered (§8).

Evidence tiers

Every record carries the strength of the evidence behind it. The tier is a statement about what was confirmed, not about how confident anybody feels.

Quality tiers
Tier Definition
A Diagnosis or key value confirmed by a registered clinician or lab document.
B Participant uploaded a document consistent with their answers.
C Verified phone, passed all checks, has follow up.
D Unverified single submission. Caution: Excluded from all paid releases