New tool could help doctors identify patients needing end-of-life care earlier
NCT ID NCT04171830
First seen Jul 20, 2026 · Last updated Jul 21, 2026 · Updated 1 time
Summary
This trial tests a computer tool that automatically calculates a patient's risk of dying within a year when they are admitted to the hospital. The goal is to help doctors reliably identify patients who might have unmet palliative care needs, such as severe symptoms or a desire to discuss advance care planning. The study involves over 3,500 patients across 12 hospitals and will measure whether the tool leads to better documentation and care for those nearing the end of life.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- Active substance
- a mortality prediction tool called mHOMR/HOMR-Now! that automatically screens hospital patients for risk of death within a year
- What this could lead to
- If successful, this tool could help doctors reliably identify patients who need palliative care earlier, improving end-of-life support and quality of life.
- What could go wrong
- The tool only flags risk; it does not guarantee better care. Hospitals may not adopt it consistently, and patients may not benefit if follow-up assessments are incomplete.
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.
- Phase
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Not a phased trial
Phase numbers describe drug development. The registry uses this when they do not apply, as it does for trials of devices, procedures or behaviour changes, and for observational studies.
- Participants
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About 3,536 people
The number the study aims to enrol. It can still change while the study runs.
- Started
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Jun 2019
- Expected to finish
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Mar 2027
An estimate. End dates often move.
- Lead sponsor
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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.
- Ages
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Children (under 18), adults (18 to 64) and older adults (65 and over)
- Sex
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Anyone
- Healthy volunteers
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Not accepted
This study is not open to healthy volunteers. The entry requirements below say who it is open to.
Show the full entry requirements Hide 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: * All newly admitted patients to selected medical units in participating sites during the 6-9-month intervention implementation period * \[To be assessed for unmet palliative needs\] the patient must be competent and have the ability to participate in assessments (i.e. answer assessment questions and understand and speak sufficient English to participate). Exclusion Criteria: * N/A for mHOMR/HOMR-Now! intervention * For palliative needs assessments: incapability of completing the ESAS and 4-Item ACP tools, either because of capacity/cognitive impairment or English-language ability.
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
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The places running it
13 sites. The list below names each one and where it is.
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The official record
The full official record for this study. This one lists no contact details, but it is the first place any would appear.
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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
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Cambridge Memorial Hospital
Cambridge, Ontario, N1R3G2, Canada
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Headwaters Health Care Centre
Orangeville, Ontario, L9W4X9, Canada
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Humber River Hospital
Toronto, Ontario, M3M0B2, Canada
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Kingston Health Sciences Centre
Kingston, Ontario, K7L2V7, Canada
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London Health Sciences Centre
London, Ontario, Canada
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Montfort Hospital
Ottawa, Ontario, K1K0T2, Canada
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North York General Hospital
Toronto, Ontario, M2K1E1, Canada
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Pembroke Regional Hospital
Pembroke, Ontario, K8A1G8, Canada
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Queensway Carleton Hospital
Ottawa, Ontario, K2H8P4, Canada
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Saint Michael's Hospital
Toronto, Ontario, M5B1W8, Canada
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The Ottawa Hospital
Ottawa, Ontario, K1H8L6, Canada
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William Osler Health System
Brampton, Ontario, L6R37J, Canada
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Windsor Regional Hospital
Windsor, Ontario, N8W1L9, Canada
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