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AI tool could unlock secrets hidden in emergency room charts

NCT ID NCT06240572

Knowledge-focused Sponsor: Mario Negri Institute for Pharmacological Research Source: ClinicalTrials.gov ↗

What the study statuses mean

This study's is highlighted.

Recruitment status, easiest to join first

Recruiting now This study
This trial is taking on new participants right now.
Not yet recruiting
Registered, but not yet taking participants.
By invitation only
Not open to general applications. Only people the study team invites can take part.
Paused
Paused for now. It may or may not start again.
Ongoing
Running, but no longer taking on new participants.
Completed
The trial has finished. Results may not be published yet.
Stopped early
Stopped early, before it reached the end. That can be for many reasons, including safety.
Cancelled
Cancelled before anyone took part.

Expanded access (not trials)

Expanded access
Not a trial. This treatment can be requested outside a study, case by case, for people who qualify.
Expanded access (paused)
Not a trial. The treatment can normally be requested outside a study, but is unavailable right now.
Expanded access (ended)
Not a trial. The treatment could once be requested outside a study, but no longer can.
Approved
The treatment has been approved, so it is available normally rather than through this programme.

When the status isn't known

Details not published
The full record has not been published yet, so there is little to show here.
Status unknown
This status has not been confirmed recently, so it may be out of date.

First seen Jun 24, 2026 · Last updated Jul 16, 2026 · Updated 3 times

Summary

This study is developing a language model to read and interpret electronic medical records from emergency departments. Researchers will check if the model can accurately extract information from 300,000 patient records. The goal is to create a tool that helps doctors and scientists analyze emergency care data more efficiently.

What this could mean

Our plain-language read of the trial. This is informational only, not medical advice or a prediction.

What this could lead to
If successful, this tool could help researchers quickly and accurately analyze emergency care data, leading to better insights and predictions.
What could go wrong
This is an early-stage, retrospective study using automated data extraction, so the tool may not work perfectly in all real-world settings.

This is an AI summary of the original study and may miss details. Read our disclaimer.

Study facts

What this study's own registry entry says, in plain language.

Participants

About 300,000 people

The number the study aims to enrol. It can still change while the study runs.

Started

Oct 2024

Expected to finish

Sep 2027

An estimate. End dates often move.

Lead sponsor

Other sponsor

The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.

Who can take part

This study's own entry requirements. Only the study team can say for certain whether you qualify.

Who is studied

All adult patients who arrived at participating emergency departments between January 1, 2021 and December 31, 2023

Ages

18 years and older

Sex

Anyone

Healthy volunteers

Accepted

You do not need to have the condition being studied to take part.

Show the full entry requirements

Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.

Inclusion Criteria: * Adult * Arrived at emergency department between 1 January 2021 and 31 December 2023 Exclusion Criteria: * None

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As listed by the trial registrant

The condition terms exactly as the trial's registrant entered them.

Emergency medicine

How to take part

Only the study team decides who joins. These are the ways to reach them.

  1. The places running it

    8 sites. The list below names each one and where it is.

  2. The official record

    ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.

    Open the record ↗

  3. A doctor treating you

    A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.

Contacts and locations

Locations

  • AOU Policlinico 'G.Rodolico - San Marco'

    NOT_YET_RECRUITING

    Catania, Italy

  • ASST Grande Ospedale Metropolitano Niguarda

    NOT_YET_RECRUITING

    Milan, Italy

  • Istituto di Ricerche Farmacologiche Mario Negri IRCCS

    NOT_YET_RECRUITING

    Milan, Milan, 20156, Italy

  • Ospedale Luigi Sacco

    NOT_YET_RECRUITING

    Milan, Italy

  • Ospedale San Giovanni Bosco

    RECRUITING

    Torino, Italy

  • Ospedale San Luigi Gonzaga

    NOT_YET_RECRUITING

    Orbassano, Italy

  • Ospedale Sant'Andrea

    RECRUITING

    Vercelli, Italy

  • Ospedale Santa Maria delle Grazie

    NOT_YET_RECRUITING

    Pozzuoli, Italy

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