Avery Oakhurst · Notes · Demo Health Record (demonstration)

Summary

Allergies

Codeine (nausea and vomiting)

Latest vitals

BP: 132/76
HR: 80
SpO2: 95%
Temp: 37.0 °C
Weight: 70.3 kg

2026-11-11 09:08

Active problems 3

Osteoarthritis
Gastroesophageal reflux
Heart failure

Reminders

Colorectal cancer screening · due
Advance care planning · review due
Influenza vaccine · due this season

Follow-up visit note

Unsigned draft

Type: Clinic visit
Date: 2026-11-11 10:00
Author: Rhea Castellan, NP
Status: Unsigned draft
Drafted by: Clinician-typed

Edit note Signing is never blocked.

Follow-up. S: Ankle swelling improved. Walks to the mailbox without stopping. O: BP 132/76, HR 80. Weight 70.3 kg. Trace ankle edema. A/P: 1. Heart failure, chronic: continue torsemide; daily weights. 2. Osteoarthritis: acetaminophen as needed.

Visit diagnoses (as entered by the clinician)

None entered yet for this visit.

Specificity How to read this

“Draft · pending review” means the definition awaits approval by your clinical and coding reviewers.

Not assessable: your judgement Heart pumping fraction (ejection fraction, EF) Draft · pending review

The note says Heart failure; the latest echocardiogram report gives a range (35–45% on 2026-09-12) that spans categories, so the type cannot be checked.

Note read by: AI reader and rule reader agree · AI reader quoted Heart failure, chronic

Evidence from the record (1)

Ejection fraction 35–45% · echocardiogram 2026-09-12 (transthoracic, limited views, report text only) read from the report text by the AI reader · quote verified · rule reader agreesLeft ventricular ejection fraction visually estimated at 35-45%. (Dr. Ines Varga (cardiology))

Acuity indicators in the record (1): evidence only, acuity is your judgement

Acuity words in the note: chronic

Show in the note Reports

Options

Choose wording yourself, or none. Nothing is pre-selected; the list and its order are the same for every patient.

Met / not met only says whether the recorded value falls inside that definition's range. It is not a recommendation; the diagnosis is your judgement.

Needs: latest ejection fraction 40% or lower Record: latest 35–45% on 2026-09-12: a range that spans categories · ∅ not assessable
Needs: latest ejection fraction 41% to 49% Record: latest 35–45% on 2026-09-12: a range that spans categories · ∅ not assessable
Needs: latest ejection fraction 50% or higher Record: latest 35–45% on 2026-09-12: a range that spans categories · ∅ not assessable
Needs: an earlier ejection fraction of 40% or lower, the latest above 40%, and a rise of at least 10 points Record: only one measurement on file (35–45% on 2026-09-12) · ∅ not assessable

One click places the wording you choose in the unsigned draft as a new line at the end of the assessment (your existing wording is not changed), highlighted, for you to edit or undo before signing. Your choice and the evidence shown are recorded.

Provenance

This check is stored and can be re-run to the same result.
Inputs: 1 record item, listed under Evidence above.
Readers: AI reader and rule reader agree
What happened so far: No response yet · shown 1 time before on this visit
Offer OF-000044 in the provenance record

Reference ids (for audit)

Definition version front_hf_ef_type@1.0 · run FRUN-00050 · replay ffceede8bc48…
Input ids: ECHO-P42-1

Who read the note

Rule reader: a fixed word list, always on.
AI reader: openrouter · openai/gpt-6.1-terra. It may only quote the note; its quotes are checked character by character and must agree with the rule reader.
The results side (values, dates, definition) never depends on either reader.

Reference ids (for audit)

Rule reader word list: front-lexicon 1.0
AI reader: openrouter · openai/gpt-6.1-terra, version openai/gpt-6.1-terra; task exactdx.front_statements@1

Published definition and source

Clinical implications of the universal definition for the prevention and treatment of heart failure

definition version 1.0

Chandramouli C, Stewart S, Almahmeed W, Lam CSP (Clinical Cardiology) · 2022 · Section 1.3 'New universal definition' (classification by left ventricular ejection fraction) · source

Licence: open licence (Creative Commons Attribution 4.0), attribution: Chandramouli C, Stewart S, Almahmeed W, Lam CSP. Clinical implications of the universal definition for the prevention and treatment of heart failure. Clin Cardiol 2022;45(Suppl 1):S2-S12. doi:10.1002/clc.23842. Licensed under CC BY 4.0.. Source checked: opened (2026-11-14).

Categories by ejection fraction: 40% or lower; 41% to 49%; 50% or higher; improved (earlier 40% or lower, now above 40%, a rise of at least 10 points). Acuity is a clinical judgement: indicators are shown, nothing is concluded.

Edition note: The 2021 categories are shown as the 2021 edition. A 2026 second universal definition reportedly drops fixed cut-offs between reduced and preserved ejection fraction while keeping the improved category (summary of an openly licensed editorial; the consensus document itself was not opened). Clinical decision needed before release.

Edition note: A federal cross-check (NHLBI, 2022) describes reduced ejection fraction as below 40%, not 40% or lower: the boundary at exactly 40% differs between sources.

See also: Universal definition and classification of heart failure (2021); Second universal definition of heart failure (2026); Accelerating heart failure research (2022); ICD-10-CM FY2027 tabular list and index (2026).

Draft definition: pending clinical and coding review. No endorsement by the cited bodies is implied.

Reference ids (for audit)

Definition key front_hf_ef_type@1.0

Relevant history

Type at least three letters of the reason for visit to list related items from the whole chart.

Other checks 1

Other measurements checked against published definitions (the extended set).

Agrees: nothing to do Kidney filtering rate (eGFR) over time

Kidney results 180 days apart are 60 or above (filtering rate 74.5 on 2026-05-15 and 74.5 on 2026-11-11) and the note doesn't mention kidney function.

Show the results

Details

Thresholds

Heart pumping fraction (ejection fraction, EF): Categories by ejection fraction: 40% or lower; 41% to 49%; 50% or higher; improved (earlier 40% or lower, now above 40%, a rise of at least 10 points). Acuity is a clinical judgement: indicators are shown, nothing is concluded.

Rules and published sources

ckd_epi_2009@1.0 Levey et al., Ann Intern Med 2009;150:604-12 (2009 eGFR equation, drift check) · source
ckd_epi_2021@1.0 Inker et al., N Engl J Med 2021;385:1737-49 (2021 race-free eGFR equation) · source
kdigo_aki_2012@1.1 KDIGO 2012 guideline, Kidney Int Suppl 2012;2:1-138 (Rec 2.1.1-2.1.2, Table 2) · source
kdigo_ckd_2024@1.1 KDIGO 2024 guideline, Kidney Int 2024;105(4S):S117-S314 (G/A categories, >3 months) · source
kidney_compare@1.1 this tool's comparison rules (both directions) · source
kidney_exclusions@1.0 KDIGO 2024 guideline, limitations of creatinine-based eGFR (muscle mass, pregnancy, kidney replacement); local list · source
lab_units@1.1 KDIGO 2012 and 2024 guidelines, unit conversion (creatinine 1 mg/dL = 88.4 umol/L; ACR 1 mg/mmol = 8.84 mg/g) · source
front_hf_ef_type@1.0 draft, pending review

Record

Check RUN-00050 · kidney-engine 2.0 · replay a105aae252a0…. Data for this panel (JSON).

Specificity check FRUN-00050 · front-engine 1.2 · replay ffceede8bc48….

Library check LRUN-00050 · library_default_set@1.1 · library-engine 1.1 · replay 57eb3fd69017….

Decision support only: you decide and you write the note. Nothing is inserted unless you click it. DataCrafters 1.0.0 · data as of Fri Nov 13, 2026 04:55 PM