Symptom Assessment Prompt Templates

AI prompt templates for symptom assessment. Guide preliminary symptom evaluation and triage.

Overview

Symptom assessment prompts help you gather relevant clinical information systematically. These templates guide you through asking the right questions, identifying red flags, and determining urgency. Good symptom assessment leads to better diagnoses and appropriate triage.

Best Practices

1

Always ask about red flag symptoms first. Chest pain with shortness of breath trumps everything else

2

Use open-ended questions to start, then get specific. Let patients tell their story before drilling down

3

Ask about timing, severity, and what makes it better or worse. These details change the differential

4

Don't forget medications, allergies, and recent changes. New symptoms often relate to new meds

5

Document what you asked and what they said, including pertinent negatives

Prompt Templates

1. Structured Symptom Interview

Create a structured interview guide for a patient presenting with [CHIEF COMPLAINT]. Include: opening questions to understand the problem, follow-up questions about timing/severity/character, red flag symptoms to rule out, relevant medical history to ask about, and medications/allergies to review. Format as a logical flow from general to specific.
CHIEF COMPLAINT: headache
Headache Assessment Guide

Start Here:
'Tell me about your headache. When did it start and what does it feel like?'

Timing and Pattern:
• When did this headache start? (sudden vs. gradual)
• Is this the worst headache of your life? (critical question)
• How long does it last? Is it constant or does it come and go?
• Have you had headaches like this before?
• How often do you get headaches?

Character and Location:
• Where exactly is the pain? One side or both?
• What does it feel like? (throbbing, pressure, stabbing, band-like)
• On a scale of 1-10, how bad is it?
• Does it spread anywhere? (neck, face, eyes)

Associated Symptoms:
• Any nausea or vomiting?
• Sensitivity to light or sound?
• Any vision changes? (blurry, double, flashing lights, blind spots)
• Any numbness, weakness, or trouble speaking?
• Any fever or stiff neck?
• Any recent head injury?

Triggers and Relief:
• What were you doing when it started?
• Does anything make it better? (dark room, lying down, medications)
• Does anything make it worse? (bending over, coughing, bright lights)
• Have you tried any medications? Did they help?

RED FLAGS - Escalate Immediately If:
□ 'Worst headache of my life' or 'thunderclap' onset
□ Fever with stiff neck
□ New neurological symptoms (weakness, numbness, confusion, vision loss)
□ Headache after head trauma
□ Headache that wakes them from sleep
□ Progressive worsening over days/weeks
□ New headache in patient over 50
□ Headache with cancer history or immunocompromised state

Relevant History:
• History of migraines or other headache disorders?
• Any recent illness or infection?
• History of high blood pressure?
• Any blood thinners or bleeding disorders?
• Recent dental work or sinus problems?

Medications to Review:
• Current headache medications (overuse can cause rebound)
• New medications started recently
• Birth control or hormone therapy
• Blood thinners

When evaluating a patient with a new complaint and you need a systematic approach

  • The 'worst headache of my life' question should be asked early and taken seriously
  • Ask about medication overuse in chronic headache patients

2. Triage Decision Guide

Create a triage decision guide for [SYMPTOM/COMPLAINT]. Categorize into: Emergency (call 911/go to ER now), Urgent (same-day appointment needed), Soon (appointment within 1-2 days), and Routine (can wait for regular appointment). Include specific criteria for each level and example scenarios.
SYMPTOM: abdominal pain
Abdominal Pain Triage Guide

EMERGENCY - Call 911 or Go to ER Now:
• Severe pain that came on suddenly
• Pain with fainting, dizziness, or confusion
• Vomiting blood or blood in stool (red or black/tarry)
• Rigid, board-like abdomen (won't let you touch it)
• Pain with high fever (over 103°F)
• Pregnant with abdominal pain and/or vaginal bleeding
• Recent abdominal surgery with new severe pain
• Pain with inability to urinate
• Known abdominal aortic aneurysm with new pain

Example: 'I have sudden severe pain in my belly, I'm sweating, and I feel like I might pass out.'

URGENT - Same-Day Appointment:
• Moderate to severe pain that's been getting worse
• Pain with fever (100.4-103°F)
• Pain with persistent vomiting (can't keep fluids down)
• Pain localized to right lower abdomen (possible appendicitis)
• Pain localized to right upper abdomen after eating (possible gallbladder)
• Burning with urination plus back/flank pain (possible kidney infection)
• No bowel movement in 4+ days with cramping

Example: 'I've had pain in my right side for two days, it's getting worse, and I had a fever of 101 this morning.'

SOON - Appointment Within 1-2 Days:
• Mild to moderate pain that's stable or improving
• Cramping with diarrhea but no blood or fever
• Heartburn not responding to antacids
• Bloating and discomfort after meals
• Constipation without severe pain or vomiting
• Mild pain with normal appetite and no fever

Example: 'I've had some stomach cramping and loose stools for a couple days, but no fever and I'm keeping fluids down.'

ROUTINE - Can Wait for Regular Appointment:
• Occasional mild discomfort
• Chronic symptoms that haven't changed
• Mild bloating or gas
• Heartburn that responds to over-the-counter medications
• Questions about diet and digestion

Example: 'I get some bloating after I eat dairy. It's been happening for months, nothing new.'

Always Ask:
• When did it start?
• Where exactly is the pain?
• How severe is it (1-10)?
• Any fever, vomiting, or changes in bowel movements?
• Any blood in vomit or stool?
• Could you be pregnant?
• Any recent surgery or procedures?

When patients call or message about symptoms and you need to determine urgency

  • When in doubt, triage up, not down
  • Pregnant patients with abdominal pain always need urgent evaluation

3. Symptom Documentation Template

Create a documentation template for [SYMPTOM] that captures all clinically relevant information. Include: symptom characterization using standard descriptors, associated symptoms, pertinent positives and negatives, timeline, previous episodes, and what's been tried. Format for easy scanning by other providers.
SYMPTOM: chest pain
Chest Pain Documentation Template

PATIENT: [Name] | DOB: [Date] | Date/Time: [Now]

CHIEF COMPLAINT: Chest pain

ONSET: □ Sudden □ Gradual
Started: [Date/time or 'X hours/days ago']
Doing what when it started: _______________

LOCATION:
□ Substernal □ Left chest □ Right chest
□ Radiates to: □ Left arm □ Right arm □ Jaw □ Back □ Neck
□ Localized (can point to it with one finger) □ Diffuse

QUALITY:
□ Pressure/squeezing □ Sharp/stabbing □ Burning
□ Aching □ Tearing □ Other: _______

SEVERITY: ___/10
Worst it's been: ___/10

DURATION:
□ Constant since onset
□ Intermittent. Each episode lasts: _______

PROVOKING/RELIEVING:
Worse with: □ Exertion □ Breathing □ Movement □ Eating □ Lying flat □ Nothing specific
Better with: □ Rest □ Nitroglycerin □ Antacids □ Position change □ Nothing

ASSOCIATED SYMPTOMS:
□ Shortness of breath □ Diaphoresis (sweating)
□ Nausea/vomiting □ Palpitations
□ Dizziness/lightheadedness □ Syncope
□ Cough □ Fever
□ Leg swelling □ Recent immobility/travel

PERTINENT NEGATIVES:
□ No radiation □ No shortness of breath
□ No diaphoresis □ No syncope
□ Not pleuritic □ No leg swelling
□ No recent travel/immobility

CARDIAC RISK FACTORS:
□ Hypertension □ Diabetes □ Hyperlipidemia
□ Smoking: □ Current □ Former (quit ___)
□ Family history of early CAD
□ Prior MI/stent/CABG
□ Known CAD

PREVIOUS SIMILAR EPISODES:
□ No □ Yes - describe: _______________
Previous cardiac workup: _______________

MEDICATIONS TRIED:
□ Nitroglycerin - response: _______________
□ Aspirin □ Antacids □ Other: _______________

CURRENT MEDICATIONS: [List]
ALLERGIES: [List]

ASSESSMENT/TRIAGE DECISION:
□ 911/ER immediately □ Urgent eval today
□ Appointment within 24-48h □ Routine

Rationale: _______________

When documenting symptom assessments to ensure completeness and support handoffs

  • Checkbox formats are faster and ensure you don't miss key questions
  • Always document pertinent negatives. They matter for differential diagnosis

4. Follow-Up Symptom Check

Create a follow-up assessment for a patient who presented with [ORIGINAL SYMPTOM] on [TIMEFRAME AGO]. Treatment given: [WHAT WAS DONE]. Expected course: [WHAT SHOULD HAVE HAPPENED]. Questions to ask: what to assess, red flags that indicate treatment failure or complications, and when to escalate.
ORIGINAL SYMPTOM: urinary tract infection symptoms, TIMEFRAME: 3 days ago, TREATMENT: started on nitrofurantoin, EXPECTED COURSE: symptoms should improve within 48-72 hours
UTI Follow-Up Assessment (Day 3 of Treatment)

Original Presentation: UTI symptoms, started nitrofurantoin 3 days ago

Expected by Now: Burning and frequency should be significantly better. Most patients feel 50-75% improved by day 3.

Questions to Ask:

Symptom Status:
'How are you feeling compared to when we started the antibiotic?'
□ Much better □ Somewhat better □ Same □ Worse

'Are you still having burning when you urinate?'
□ Resolved □ Improved □ Same □ Worse

'How often are you going to the bathroom?'
□ Back to normal □ Still frequent but better □ No change

New or Worsening Symptoms:
'Any new symptoms since starting the medication?'
□ Fever (ask: how high?)
□ Back pain or flank pain
□ Nausea or vomiting
□ Blood in urine
□ Chills or shaking

Medication Adherence:
'Have you been able to take all your doses?'
'Any problems with the medication?' (nausea, rash, etc.)

RED FLAGS - Escalate to Same-Day Visit or ER:
• Fever over 101°F
• New back/flank pain (concern for pyelonephritis)
• Vomiting (can't keep medication down)
• Symptoms significantly worse despite 48+ hours of antibiotics
• Rigors (shaking chills)
• Confusion or altered mental status (especially in elderly)

TREATMENT WORKING (Expected):
• Symptoms improving
• No fever
• Tolerating medication
→ Action: Complete the antibiotic course. No further follow-up needed unless symptoms return.

TREATMENT PARTIALLY WORKING:
• Some improvement but still symptomatic
• No red flags
→ Action: Continue antibiotic, reassess in 2 more days. Consider urine culture if not done initially.

TREATMENT NOT WORKING:
• No improvement or worsening after 48-72 hours
• Concern for resistant organism or wrong diagnosis
→ Action: Bring in for evaluation. Urine culture, consider changing antibiotic, rule out complications.

COMPLICATION SUSPECTED:
• Fever, flank pain, vomiting, or systemic symptoms
→ Action: Same-day visit or ER depending on severity. May need IV antibiotics, imaging.

When following up on patients after initial treatment to assess response

  • Set clear expectations at the initial visit so patients know what improvement to expect and when
  • A UTI that doesn't respond to first-line antibiotics often needs a culture

Common Mistakes to Avoid

Asking leading questions. 'You don't have chest pain, do you?' is different from 'Any chest pain?'

Skipping red flag questions because the patient seems low-risk. Young, healthy people have heart attacks too

Not asking about medication changes. New symptoms often correlate with new or recently changed medications

Frequently Asked Questions

Symptom assessment prompts help you gather relevant clinical information systematically. These templates guide you through asking the right questions, identifying red flags, and determining urgency. Good symptom assessment leads to better diagnoses and appropriate triage.

Related Templates

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