Prospective Evaluation of AI Generated History of Present Illness Drafts in the Emergency Department

Trial statusRecruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age19+
SponsorYonsei University

About this trial

This single-center prospective observational study evaluates whether an on-premise, large language model-based tool (EDnote) that generates a draft history of present illness (HPI) from real-time transcription of the patient-physician encounter produces documentation of higher quality than conventional physician-written HPI in the emergency department. The treating physician writes the conventional HPI blinded to the AI draft. Unedited AI-generated HPI drafts and conventional HPI are compared through blinded review by independent emergency physicians.

Eligibility criteria

This trial does not accept healthy volunteers

Qualifiers

Age ≥19 years; presenting to the emergency department; initial encounter documented with EDnote; verbal consent to study participation.

Disqualifiers

Cardiac arrest; limited ability of both patient and guardian to communicate verbally; refusal of participation.

Trial population

Adult patients presenting to the emergency department of a single tertiary teaching hospital in Korea.

Trial design

Design model

Cohort

Time perspective

Prospective

Treatments tested in this trial

  • EDnote HPI (AI-generated HPI draft)

    Other intervention

    On-premise large language model-based tool that transcribes the patient-physician encounter in real time and generates an unedited HPI draft. The treating physician is blinded to the AI HPI draft.

  • Conventional physician HPI

    Other intervention

    HPI written by the treating emergency physician according to usual practice, blinded to the EDnote-generated HPI draft.

Treatment groups

100 Participants
are divided into 1 treatment group
Group A: ED patients with EDnote-assisted initial encounter2 interventions

Trial outcomes

Primary outcomes

1

Encounter-level clinical fact capture rate

Time frame
At blinded review, within 6 months after each index ED visit

Secondary outcomes

1

Modified PDQI-9 score

Modified Physician Documentation Quality Instrument-9 (Modified PDQI-9) score. The modified instrument consists of 10 items, each rated from 1 to 5, yielding a total score ranging from 10 to 50. Higher scores indicate better documentation quality.

Time frame
At blinded review, within 6 months after each index ED visit
2

AI HPI draft generation time

Time frame
At index ED visit
3

Rater identification of document authorship (AI vs. physician-written)

Time frame
At blinded review, within 6 months after each index ED visit

Other outcomes

Sponsors and contacts

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