Schema library healthcare

Return a medical-device recall from a public page.

Pass this JSON Schema and a public source URL to/extract/json. Capture public recall identifiers, dates, products, status, and source links. Check the official source before acting on it.

Use this schema The JSON file

tabstack.ai/pricing

TEXT

MARKDOWN

LINKS

extract.tsTypeScript

const res = await client.extract.json({
  url: 'https://example.com/pricing',
  json_schema: {
    type: 'object',
    properties: {
      plan: { type: 'string' },
      price: { type: 'number' },
    },
  },
})

res = client.extract.json(
    url='https://example.com/pricing',
    json_schema={
        'type': 'object',
        'properties': {
            'plan': {'type': 'string'},
            'price': {'type': 'number'},
        },
    },
)

tabstack extract json https://example.com/pricing \
  --schema '{"type":"object","properties":{"plan":{"type":"string"},"price":{"type":"number"}}}'

What it captures

Fields in this medical-device recall.

Medical device recall notice from the FDA or equivalent regulatory authority.

Field	Type	What it holds
`recall_id`	string	Regulatory recall identifier.
`device_name`	string, required	Name of the recalled device.
`device_model`	string	Model number or name.
`device_type`	string	Type or category of medical device.
`manufacturer_name`	string, required	Name of the device manufacturer.
`manufacturer_country`	string	Country of the manufacturer.
`recall_class`	string, required	FDA recall class (I = most serious).
`recall_type`	string	Whether the recall was voluntary or mandatory.
`recall_status`	string, required	Current status of the recall.
`initiated_date`	string, required	Date the recall was initiated.
`terminated_date`	string	Date the recall was terminated.
`reason_for_recall`	string, required	Reason or root cause for the recall.
`hazard_to_health`	string	Description of the health hazard.
`units_affected`	number	Approximate number of units affected.
`lot_numbers`	array	Affected lot or batch numbers.
`distribution_scope`	array	Geographic scope of distribution.
`action_required`	string	Required action for customers or healthcare providers.
`patient_risk_level`	string	Assessed risk level to patients.
`press_release_url`	string	URL of the manufacturer press release.
`page_title`	string	Title of the source page. Tabstack auto-fills this from page metadata when left empty.
`favicon`	string	Favicon URL of the source page. Tabstack auto-fills this from page metadata when left empty.

Example

Inspect and validate the response shape.

The example below is generated from the schema to demonstrate its structure. Edit the object or paste a real response to validate it in your browser.

What it checks

Pass or fail, and the first reason why.

Whether the text parses as JSON, whether the top level is an object, and whether each field the schema requires is present at the declared type. A null is allowed anywhere. Every key you ask for is present. A field the page does not state can come back null, empty, a placeholder number, or a guessed value. Validate values, not just keys.

Example data, not a live response.

Usage

Send the schema with your source URL.

The schema travels with the request rather than living on your account, so the same call can send a trimmed version for one page and the full one for another. Every key you ask for is present. A field the page does not state can come back null, empty, a placeholder number, or a guessed value. Validate values, not just keys.

medical.tsTypeScript

import schema from './medical-device-recall.json'

const res = await client.extract.json({
  url: 'https://example.com/pricing',
  json_schema: schema,
})

tabstack extract json 'https://example.com/pricing' \
  --schema @./medical-device-recall.json

Adaptation

Make the schema match your application.

The schema is a starting point, not a guarantee that every source page contains every field. Three things are worth doing before you write one into your system, and the schema-authoring guide covers the rest.

Remove what you do not need

A shorter schema is a smaller response and fewer fields to handle.

Describe the ambiguous ones

A description tells Extract what to look for when a label could mean two things.

Validate before you store

Check the returned object against the schema rather than trusting it.

Related schemas

Other schemas in this category.

Same category: clinical trial.
Same category: drug formulary entry.
Same category: provider directory entry.
The job rather than the object: the Extract API.