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Evora

EVORA intelligence

A record that can be read, not just stored.

Keeping documents is the easy half. The useful half is knowing that this ferritin value and the one from two years ago describe the same test, that it moved, and what is written about that in the literature. Everything below is the path a single value takes, and what is kept at each step so you can always ask where a statement came from.

Research library

1,117items

Held with journal, design and citation history.

Indexed for meaning

1,113items

Abstract embeddings, used alongside keyword search.

Registered trials

2,851studies

Kept beside the literature, not mixed into it.

Canonical markers

203definitions

What incoming lab values resolve into.

Counts read live from the library at page load · ranker v1.1-2026-08

The path a value takes

Seven steps, and what is kept at each one.

Nothing here is a black box. Each step names what is stored, because that is what lets you audit a statement later instead of trusting it.

  1. 01

    Something arrives

    A lab PDF, a clinic printout, a device export, a value you type in yourself. The original file is stored exactly as it was sent and is never overwritten by anything read out of it.

    KEPT · Original document · file name · who added it · when

  2. 02

    The document is read, not interpreted

    Lines are extracted with their value, unit and reference range. Anything the reader was unsure about is marked for review rather than guessed at, and the same document added twice is recognised instead of doubling your history.

    KEPT · Extracted line · confidence · review flag

  3. 03

    The analyte resolves to one canonical marker

    Labs name the same test differently. Resolution happens at the moment of writing, so "Hgb A1c", "HbA1c" and "Hemoglobin A1c" land on one marker with one unit, and a value that cannot be resolved is kept as it was written rather than forced into the wrong place.

    KEPT · Marker key · canonical unit · original label

  4. 04

    The reading joins your own history

    A value only means something next to your previous values. Once a marker has a second reading, the record compares them and reports what moved, by how much, over what period, and whether it stayed inside its range.

    KEPT · Measured date · source · comparison to prior draw

  5. 05

    Literature is retrieved for the reading, not for a topic

    Retrieval is hybrid: keyword matching does most of the work, meaning-based search over stored abstract embeddings covers the wording it would otherwise miss. Ranking weighs study design, journal and citation history.

    KEPT · Ranker v1.1-2026-08 · matched studies · why each matched

  6. 06

    What is said carries where it came from

    Anything EVORA notes on your record shows the readings behind it and the studies it drew on. If you disagree with a note, you can set it aside and the underlying readings stay untouched.

    KEPT · Reasoning · source readings · cited studies

  7. 07

    A person can review it

    You can grant a clinician a scoped, purpose-stated, expiring view of the record and they can write back into it. Their contribution is attributed to them; nothing they add rewrites what was already there.

    KEPT · Grant scope · purpose · expiry · full access log

Provenance

Every reading carries where it came from.

A value with no source is a rumour. The record stores the source of each reading beside the reading itself, which is why a second opinion is possible years later.

Where it came from

The named lab, clinic, device or person who entered it.

What it said originally

The label and unit as printed, kept next to the canonical form.

When it was measured

The collection date, not the upload date, so history stays in order.

Who has seen it

Every grant and every access, logged and readable by you.

Source keptUnit normalisedDate preservedAccess loggedExport anytime

Limits, stated

What this is not.

Written here rather than buried in terms.

  • It is educational, not diagnostic. Nothing here identifies a condition or replaces a clinician.
  • It does not produce a single score. There is no number standing in for a person.
  • It does not act on your behalf. Nothing is shared, ordered or sent without you granting it.
  • Reference ranges come from the document that reported them. A general population range library is in build, and until it exists the record shows the range the lab printed.
  • Device sync is not live. Readings can be imported from a file today; direct connections are pending provider approval.

Readings explain your own information and cite their source. They are never a diagnosis. Bring anything that concerns you to a clinician, and use a scoped share so they can see the readings behind it.