On requestExpert Q&A· Professional knowledge

Patient Health Questions Answered by Clinicians

Common patient questions in Vietnamese and English, answered in plain language by licensed doctors and pharmacists, with red-flag labels for when to seek care.

See pricing · from $990 Get free samples

On request: this dataset is produced to your specification after you order. Typically 3–4 weeks for 300 Q&A pairs and 6–8 weeks for 1,000.

Example record

{
  "id": "hpq-000093",
  "answer": "Fever is common in young children and is often caused by a viral infection. Keep her drinking fluids, dress her lightly and you can give a fever medicine made for children at the dose on the label for her weight. See a doctor the same day if the fever lasts more than 2–3 days or she seems more unwell.",
  "urgency": "seek urgent care if any red flag is present",
  "audience": "parent",
  "language": "en",
  "question": "My 2-year-old has had a fever of 38.5 °C since this morning. When should I take her to the doctor?",
  "red_flags": [
    "Difficulty breathing",
    "Seizure",
    "Very drowsy or hard to wake",
    "Signs of dehydration (no wet nappy for 8 hours, no tears)",
    "Rash that does not fade when pressed"
  ],
  "author_role": "paediatrician, 10 years",
  "valid_as_of": "2026-09"
}

Pricing

Fixed prices for standard packages, produced to your spec. Pick a package and a license to see the exact total, or ask for a custom quote.

Packages compared
Feature	Starter	Pro	Custom
Q&A pairs	300	1,000	Any quantity
What's included	300 Q&A pairs in JSONL Red-flag and urgency labels Datasheet, schema, license and checksums	1,000 Q&A pairs in JSONL Everything in Starter Specialties chosen by you Unsafe-answer examples for safety training	Your quantity, annotations and deadline
Datasheet, license, checksums	Included	Included	Included
Research license	$990$3.30 / Q&A pair	$2,990$2.99 / Q&A pair	Quote
Commercial license	$2,990$9.97 / Q&A pair	$8,900$8.90 / Q&A pair	Quote
Exclusive license	$9,900$33.00 / Q&A pair	$27,900$27.90 / Q&A pair	Quote

How ordering works

1Choose a package and license and place your order. No payment is taken online.
2Within 48 hours our team contacts you to confirm the spec and invoices a 50% deposit.
3We produce and deliver in parts so you can review early. Typically 3–4 weeks for 300 Q&A pairs and 6–8 weeks for 1,000.
4Pay the balance and download the final dataset.

Custom quote

Need another quantity, an Enterprise license or annotations for this dataset? Available here:

Urgency and red-flag labels
Specialties chosen by you
Parallel Vietnamese–English
Unsafe-answer examples for safety training

Request a custom quote

1. Choose a package

Starter · 300 Q&A pairs300 Q&A pairs, reviewed by a second expertPro · 1,000 Q&A pairsLarger set with a custom topic mix agreed with you

2. Choose a license

ResearchAcademic and personal, non-commercial use$990CommercialTrain and ship commercial models$2,990ExclusiveThe data produced for you is never licensed to anyone else$9,900

300 Q&A pairs in JSONL
Red-flag and urgency labels
Datasheet, schema, license and checksums
Train, fine-tune and evaluate models
Deploy trained models commercially
Keep your models if the license ends

Price per Q&A pair: $9.97
Deposit, invoiced after you order (50%): $1,495
Balance on final delivery: $1,495
Delivery: Typically 3–4 weeks for 300 Q&A pairs and 6–8 weeks for 1,000
Total: $2,990

Order now · $2,990

No payment now: place your order and within 48 hours our team confirms the spec and invoices the deposit. Fully refundable if we cannot deliver the agreed spec.

Overview

Health assistants must be useful and safe at the same time: explain clearly, avoid diagnosing, and recognise when a symptom needs urgent care. Online health content in Vietnamese varies widely in quality, and translated English content misses local medicines, practices and health-system context.

Licensed doctors and pharmacists answer the questions patients and caregivers really ask, in plain language. Every answer is labelled with red flags that require care, and a second clinician reviews it for accuracy and safety.

Example records

Illustrative records in the delivered format. Request the sample pack for real records written by our experts.

Record 1 of 1 · illustrative

{
  "id": "hpq-000093",
  "answer": "Fever is common in young children and is often caused by a viral infection. Keep her drinking fluids, dress her lightly and you can give a fever medicine made for children at the dose on the label for her weight. See a doctor the same day if the fever lasts more than 2–3 days or she seems more unwell.",
  "urgency": "seek urgent care if any red flag is present",
  "audience": "parent",
  "language": "en",
  "question": "My 2-year-old has had a fever of 38.5 °C since this morning. When should I take her to the doctor?",
  "red_flags": [
    "Difficulty breathing",
    "Seizure",
    "Very drowsy or hard to wake",
    "Signs of dehydration (no wet nappy for 8 hours, no tears)",
    "Rash that does not fade when pressed"
  ],
  "author_role": "paediatrician, 10 years",
  "valid_as_of": "2026-09"
}

Get a free sample pack

We email you real Q&A pairs from this dataset.

Technical specifications

Authors: Licensed doctors and pharmacists; second-clinician review on every answer
Topics: Common symptoms, child health, chronic conditions, medicines and interactions, prevention, when to see a doctor
Language: Vietnamese and English
Fields: Question, audience, answer, red flags, urgency level, references, valid-as-of date
Patient data: None: questions are written or rewritten so they contain no real patient information
Format: JSONL (one record per line), UTF-8; CSV on request
AI use: Written by people; screened for LLM-generated text. Any AI assistance is disclosed in the datasheet
License: Research, Commercial, Enterprise or Exclusive

Use cases

Safe health assistants
Teach models to give general information, recognise red flags and refer to care appropriately.
Safety evaluation
Test whether a model escalates urgent symptoms and avoids unsafe medication advice.
Pharmacy and telehealth tools
Train triage and FAQ assistants on locally relevant medicines and services.
Health literacy content
Plain-language answers suitable for patient education material.

How this data is made

1Questions collected from real situations, rewritten to remove personal data
2Answers written by qualified professionals in the field
3A second professional reviews each answer for accuracy
4Sources and legal or regulatory references cited where relevant
5Screened for copied text and LLM-generated writing
6Topic, difficulty and jurisdiction labels added
7Exported as JSONL with a schema you can rely on
8Datasheet and license packaged with the delivery

Read our full process

Provenance & legal

100% made by people: no scraping, no generative AI
Datasheet documenting how the data was made, checked and its limitations
Commercial license that lets you keep models trained on the data
Supports training-data documentation under the EU AI Act

Licensing options

Dataset-specific notes

General health information for training and evaluation, not medical advice or diagnosis.
No real patient records are used; all cases are invented or fully rewritten.
Every answer includes when to seek care, and urgent red flags are labelled separately.

Delivery format

One JSON record per line, with the fields shown in the example records above and a SCHEMA.md describing each one.

Each delivery contains:

health-patient-qa-v1/
├── data/qa.jsonl
├── data/sample.jsonl
├── SCHEMA.md
├── DATASHEET.md
├── LICENSE.pdf
└── checksums.sha256

Frequently asked questions

Is any real patient data used?

No. Questions are written or rewritten by clinicians so they contain no information about real patients.

Can the dataset be used to build a diagnosis tool?

It is designed for general information and safety behaviour. Clinical decision tools need regulatory work beyond any dataset; talk to us about your use case.

Who reviews the answers?

A second licensed clinician reviews every answer for accuracy, clarity and safety before delivery.

How does ordering and payment work?

Create a free account and place your order on this page; nothing is charged online. Our team contacts you to confirm the spec and invoices a 50% deposit, with the balance due on final delivery. The deposit is refunded in full if we cannot deliver the agreed spec.

What is the difference between non-exclusive and Exclusive?

With Research or Commercial we may license the Q&A pairs produced for your order to other buyers later. With Exclusive they are never licensed to anyone else or added to our catalog.

Can I order a different quantity or extra annotations?

Yes. Request a custom quote with the quantity, annotations and deadline you need. Prices per record fall as quantity grows.

Need a variation?

Different topics, languages, difficulty, quantity or labels? Describe it and we reply within 48 hours with matching samples and a quote.

Request a quote

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