Schema library healthcare

Return a drug-formulary entry from a public page.

Pass this JSON Schema and a public source URL to/extract/json. Normalize public formulary fields and plan context. 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 drug-formulary entry.

A drug entry from a health insurance plan formulary, including tier, coverage requirements, and pricing.

Field	Type	What it holds
`drug_name_brand`	string	Brand name of the drug.
`drug_name_generic`	string, required	Generic (INN) name of the drug.
`ndc`	string	National Drug Code (NDC).
`manufacturer`	string	Drug manufacturer.
`drug_class`	string	Pharmacological drug class.
`dosage_forms`	array	Available dosage forms, strengths, and routes.
`formulary_tier`	string	Formulary tier which determines cost-sharing.
`prior_auth_required`	boolean	Whether prior authorization is required.
`quantity_limits`	object	Quantity limits on coverage.
`step_therapy_required`	boolean	Whether step therapy (fail-first) is required.
`plan_name`	string	Name of the insurance plan.
`plan_year`	number	Plan year for this formulary.
`retail_price_30day`	number	Retail pharmacy price for a 30-day supply in USD.
`mail_order_price_90day`	number	Mail order price for a 90-day supply in USD.
`generic_available`	boolean	Whether a generic equivalent is available.
`black_box_warning`	boolean	Whether the drug carries an FDA black box warning.
`controlled_substance_schedule`	string	DEA controlled substance schedule if applicable.
`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.

drug.tsTypeScript

import schema from './drug-formulary-entry.json'

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

tabstack extract json 'https://example.com/pricing' \
  --schema @./drug-formulary-entry.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: medical device recall.
Same category: provider directory entry.
The job rather than the object: the Extract API.