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JUST Score variables predict hemorrhagic versus ischemic stroke differentiation in EMS-transported patientsCan Paramedics Tell Which Stroke You're Having?

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Key Takeaway
Consider using JUST Score variables and clinical signs like altered mental status to aid hemorrhagic versus ischemic stroke differentiation in prehospital settings.

This review examined a North American cohort of adult patients with either ischemic or hemorrhagic stroke transported by emergency medical services. The analysis focused on differentiating between the two stroke types using specific clinical variables. The primary exposure included the JUST-7 Score, full JUST Score variables, and a modified version incorporating sex, numbness, comorbidities, and AHA guidelines. The comparator was the distinction between hemorrhagic and ischemic strokes.

The area under the curve (AUC) for the JUST and JUST-7 variables was 0.70 and 0.68, respectively. When sex, numbness, comorbidities, and AHA guidelines were added, the AUC improved to 0.72. These metrics indicate the predictive performance of the scoring systems in distinguishing stroke etiology.

Specific clinical features were associated with increased odds of hemorrhagic stroke. Altered mental status showed an odds ratio of 1.88 (95% CI 1.47–2.39). Headache was associated with an odds ratio of 1.82 (95% CI 1.31–2.53). Systolic blood pressure ≥165mmHg yielded an odds ratio of 2.32 (95% CI 1.82–2.94). Nausea and vomiting demonstrated the highest association with an odds ratio of 2.90 (95% CI 2.09–4.02).

Safety data, adverse events, and discontinuations were not reported in this review. A key limitation noted is that more research is needed to develop a robust tool that can be widely applied and help EMS clinicians select the best receiving hospital for their patients. These results may help EMS differentiate between ischemic and hemorrhagic strokes, but the evidence remains observational and requires validation.

Not every stroke is the same

Picture this. A 911 call goes out. Someone has collapsed with slurred speech. The ambulance rolls up within minutes. But here is the problem paramedics face every single day.

They can see you are having a stroke. They cannot see what kind.

That matters more than most people realize. Because the two main types of stroke need very different care.

Why the right hospital is life or death

A stroke happens when blood flow to the brain stops. Brain cells start dying within minutes.

There are two main kinds. An ischemic stroke is like a clogged pipe. A blood clot blocks an artery feeding the brain. Doctors can bust the clot with drugs or pull it out with a catheter.

A hemorrhagic stroke is the opposite. A blood vessel bursts and leaks into the brain. Clot-busting drugs would make that worse, not better.

Some hospitals can treat both. Many smaller ones cannot. Getting sent to the wrong one can cost patients hours that brain cells do not have.

The old way and what's changing

For years, paramedics used short checklists to spot a stroke. Those lists told them if a stroke was happening. They did not tell them which kind.

That forced a tough gamble. Go to the closest hospital and risk a transfer later? Or drive farther to a bigger center and risk losing precious time?

Researchers in Japan tried to help. They built a score called the JUST-7. It uses seven pieces of information paramedics already collect. The score tries to guess hemorrhagic vs. ischemic stroke right there in the ambulance.

It worked well in Japan. But would it travel?

Testing the score on a new crowd

Think of a stroke score like a recipe passed between countries. The ingredients are symptoms and vital signs. The question is whether the same recipe still tastes right when the kitchen changes.

North American patients are not identical to Japanese patients. Different body sizes. Different rates of high blood pressure. Different common medicines. All those things can tip the math.

So a team ran the JUST-7 on real EMS stroke transports from two U.S. states. Adults only. All confirmed strokes. Then they compared what the score predicted to what the hospital later diagnosed.

Here's what they saw

The score got it right about 7 out of 10 times overall. In research language, that is called moderate accuracy. Useful, but not rock solid.

A fuller version of the same tool, called JUST, did about the same. When the team added a few extra factors like sex, numbness, other health problems, and standard stroke guidelines, accuracy nudged up a little. Not a huge jump.

Certain clues stood out as red flags for a bleeding stroke. If a patient had a very high top blood pressure reading (165 or higher), the odds of a hemorrhagic stroke more than doubled. Nausea and vomiting nearly tripled the odds. A severe headache or sudden confusion also pointed that direction.

But there's a catch.

Moderate accuracy means the score is still wrong a meaningful share of the time. For something as life-and-death as stroke routing, close is not good enough.

The authors do not call this tool ready for prime time in North America. They frame it more like a promising start. The JUST-7 captures real warning signs, but it needs more polishing before every ambulance crew should lean on it.

Think of it like an early weather forecast. It can tell you rain is likely. It cannot yet tell you exactly when the storm hits.

If you or a loved one calls 911 for a possible stroke, paramedics are not just driving fast. They are also making a call on where to go. Tools like the JUST-7 are starting to help guide those choices.

You can help them too. Give a clear time of when symptoms started. Mention headache, vomiting, or confusion if they are there. Share blood pressure medicines if you know them. Those details feed into the decision.

The honest limits

The study looked at EMS records from just two states. That is not all of North America. It also relied on data already written down in the field, which can be rushed or incomplete.

And the scoring system still misses too many cases to be used by itself. It is a hint, not a verdict.

What comes next

Researchers want a stronger tool that paramedics can trust out in the real world. That means testing bigger groups, adding better predictors, and possibly using new technology like portable brain scanners in ambulances.

For now, the JUST-7 is a stepping stone. It shows the idea can work across continents. It also shows how much more work the science still has to do.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
Ischemic and hemorrhagic strokes require different treatments which are not available at all receiving hospitals. Prehospital differentiation of these types of strokes can help optimize patient transport to the appropriate facility. The Japan Urgent Stroke Triage – 7 (JUST-7) Score has been used to help differentiate between stroke types. The objective of this study was to reconstruct a stroke screening scale that could differentiate between ischemic and hemorrhagic strokes in a North American population using the variables in the JUST and JUST-7 scores. This two-state cohort of acute strokes transported by emergency medical services (EMS) included adult patients with either an ischemic or hemorrhagic stroke. Logistic regression models compared hemorrhagic to ischemic strokes using the following sets of explanatory variables: (1) the JUST-7 Score, (2) the full JUST Score variables, and (3) JUST plus sex, numbness, comorbidities, and AHA guidelines. Extraneous covariates in the full model were eliminated using backwards elimination, alpha = 0.10. The predictive power of the model was assessed with receiver operating characteristic (ROC) curves and area under the curve (AUC). AUC was compared between the full model and the model selected by backwards elimination. The AUC for the JUST and JUST-7 variables was 0.70 and 0.68, respectively. The AUC for JUST plus sex, numbness, comorbidities, and AHA guidelines was 0.72. When comparing neurological symptoms, patients were more likely to be diagnosed with hemorrhagic stroke when they presented with altered mental status (OR 1.88, 95% CI 1.47–2.39), headache (OR 1.82, 95% CI 1.31–2.53), systolic blood pressure ≥165mmHg (OR 2.32, 95% CI 1.82–2.94), or nausea and vomiting (OR 2.90, 95% CI 2.09–4.02). In a North American population, the JUST-7 variables had moderate predictive power for differentiating between ischemic and hemorrhagic strokes. Patients with an elevated blood pressure, altered mental status, headache, or nausea and vomiting had greater odds of having a hemorrhagic stroke. These results may help EMS differentiate between ischemic and hemorrhagic strokes, but more research is needed to develop a robust tool that can be widely applied and help EMS clinicians select the best receiving hospital for their patients.
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