Clinical evidence & market access
Clinical guideline recommendation
One line-of-therapy / pathway recommendation from a clinical guideline (NCCN/ESMO/NICE/ASCO). Maps to drug-database.clinical_guidelines.
Schema
Fields
12 canonical fields with multilingual hints and field-level validators. Any source column that resolves to one of these is mapped automatically by the cascade.
| Column | Type | Required | Hints / validators |
|---|---|---|---|
source | enum | yes | guideline · issuing body · society · organisation |
org | string | — | organization · issuing organization · panel · committee |
title | string | yes | guideline title · document title · pathway · clinical practice guideline |
indication | string | yes | indication · condition · disease · tumour type · cancer type · diagnosis · setting |
efo_id | string | — | efo · mondo · doid · ontology id · disease code |
atc_code | string | — | atc · drug class code · atc_code |
line_of_therapy | enum | — | line of therapy · first-line · first line · second-line · second line · maintenance · adjuvant · neoadjuvant · 1L · 2L |
recommendation | string | yes | recommendation · recommended · preferred regimen · other recommended · we recommend · should be offered |
evidence_level | string | — | category · evidence level · grade · level of evidence · strength of recommendation · nccn category · esmo-mcbs · grade |
url | string | — | url · link · reference · doi |
version | string | — | version · edition · year · v. |
published_date | date | — | published · date · effective date · last updated · revision date |
Try it
Use it
Map a file to this template with one call. The cascade resolves most columns for free on the deterministic layers; only the leftovers reach the metered LLM.
POST the file with template=clinical_guideline_v1 to /v1/uploads. Schema-only mode sends only headers plus a few clamped sample rows; full-data mode runs row-level AI in-region under a BAA and spends a few tokens per map from your prepaid wallet.
curl -X POST https://api.adaptivmapr.com/v1/uploads \
-H "Authorization: Bearer $ADAPTIVMAPR_API_KEY" \
-F "template=clinical_guideline_v1"Drop AdaptivMapr into Cursor or Claude Desktop and call the same cascade as an MCP tool. Schema-only calls leave only column names and a few clamped samples — a data-minimization mode by design.
adaptivmapr.match_headers({
template: "clinical_guideline_v1",
headers: ["first_name", "last_name", /* ... */]
})Compliance
Full-data on this template
Ready when you are
Put clinical guideline recommendation in production — without shipping raw records.
Spin up a key in minutes. Schema-only mapping runs on the free deterministic cascade; a $10 prepaid wallet covers the metered layer when you need it.