HomeProductStructured Patient History & Recovery-Factor Extraction
STRUCTURED PATIENT HISTORY & RECOVERY-FACTOR EXTRACTION

The history that affects recovery, structured and cited. BETA

Structured patient history and recovery-factor extraction software from Medrecords AI extracts social, family, occupational, allergy, prior-accident, prior-surgery, and pre-existing-condition history into one evidence-linked profile, keeping patient-reported statements clearly separate from clinician-confirmed findings, extraction only. Live in beta and testable today.

Adams, Timothy — right knee · Case #IME-4812 BETA
History profile — 7 categories
Prior surgery — right knee, 2020 clinician-confirmed
Occupational — warehouse lifting patient-reported
Allergy — NKDA clinician-confirmed
7 history categories · extraction only, every line cited.
IN ACTIVE BETA
Refined hands-on with early customers, extracting the history that shapes recovery, cited throughout.

One profile, seven history categories, all cited.

Social, family, occupational, allergy, prior-accident, prior-surgery, and pre-existing-condition history are pulled from across the file and assembled into a single structured profile — the kind of background that shapes a recovery timeline, gathered once instead of hunted for chart by chart.

Seven categories, each traced to its exact source
Assembled once from the whole file, not per document
Categories tracked
· Social & family history · Occupational history · Allergies · Prior accidents & prior surgeries · Pre-existing conditions
Source tagging
SELF-REPORT "I used to smoke, quit five years ago"
CONFIRMED Prior right-knee surgery, per operative report

Patient-reported stays separate from clinician-confirmed.

What a patient says about their own history and what a clinician has independently confirmed are two different kinds of evidence, and the profile never blurs them. Each entry is tagged to its source type, so a reviewer can see at a glance which parts of the history are self-report and which are backed by a clinical finding.

Every entry tagged patient-reported or clinician-confirmed
No history is inferred beyond what's actually written
Profile state EXTRACTION ONLY
What the profile provides
· What's written, tagged by category and source · Patient-reported vs. clinician-confirmed, always split
What it never does
· Render a medical or psychological judgment · Infer sensitive history beyond what's written
The boundary

Extraction, not judgment — and no history invented.

The profile only ever pulls forward what the record actually states. It never makes a medical or psychological judgment about what a patient's history means, and it never infers sensitive history — mental health, substance use, or similar categories — that isn't directly supported by the text. If the record is silent, the profile stays silent too.

Patient-reported statements and clinician-confirmed findings are kept in clearly separate lanes throughout, so a reviewer always knows whether a fact in the profile came from what the patient said or from what a clinician independently established. Audit-grade, source-linked, and no more than what's on the page.

From scattered history to one cited profile.

Three steps, with nothing inferred beyond the page.

01
Each category scanned across the file

Social, family, occupational, allergy, prior-accident, prior-surgery, and pre-existing-condition mentions are located.

02
Statements tagged by source type

Every entry is marked patient-reported or clinician-confirmed, with its citation attached.

03
Profile assembled, extraction only

The seven categories come together into one structured profile — no added judgment.

Who reads the history profile.

The same structured background, useful wherever recovery-factor context matters.

FAQ

Patient history & recovery factors, answered.

Social, family, occupational, allergy, prior-accident, prior-surgery, and pre-existing-condition history — the categories that typically shape a recovery timeline — pulled from across the file into one profile.

No. This is extraction only: it never infers unsupported sensitive history, and it never renders a medical or psychological judgment about what a patient's history means. If the record doesn't say it, the profile doesn't say it either.

Every entry in the profile is tagged to its source type. A patient's own statement about their history is tagged patient-reported; a finding a clinician independently established is tagged clinician-confirmed. The two are never merged into a single undifferentiated fact.

Yes, in beta. Structured patient history & recovery-factor extraction is live and testable now; we're refining it hands-on with early customers, and if your use case is a good fit we'll work with you directly.

Yes — every entry in the profile is cited back to its exact source page, the same citation model used across the rest of the platform.

Related capabilities.

What sits alongside the history profile, live today or in this same beta batch.

See the history behind the recovery.

Extract social, family, occupational, allergy, prior-accident, prior-surgery, and pre-existing-condition history into one evidence-linked profile — extraction only, never judgment. Join the beta on one of your own files, or book a demo first.