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Biology Assays - Condition Coverage Map
x402
Biology Assays - Condition Coverage Map is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.035144/call, status unknown (last checked 2026-10-16).
Validates that each required control in a biology assay run has exactly one satisfied control declaration, flagging missing, unknown, duplicate, or wrong-frame controls.
Price / call$0.035144
Success—
StatusUnknown
How this service works
Require exactly one satisfied control declaration for each required control in an exact run/method/revision; missing, unknown, duplicate or wrong-frame controls cannot pass for assay measurement Supplied-record analysis, not independent certification. Full contract at the free describe URL.
Output
Returns a condition coverage map showing which required controls are satisfied, missing, unknown, duplicated, or wrong-frame for the specified assay run, method digest, and revision. Highlights exactly which controls fail the single-satisfied-declaration requirement and why.
Example use cases
Pre-report assay control audit
“Before I finalize this assay report, check run 'BIO-RUN-881' with method digest 'md5:99fa3c' and revision 'r2' to confirm all three required controls — 'positive','negative','vehicle' — are each covered exactly once. Data class is synthetic.”
Catching duplicate control declarations
“I think there might be duplicate control declarations in assay run 'EXP-2024-117', revision 'v1', method digest 'sha256:aabbcc'. Required controls are ['blank-ctrl','pos-ctrl']. Can you run the condition coverage check and flag any duplicates?”
Quality gate before lab submission
“Run a condition coverage check on assay run 'LAB-Q3-550' for revision 'v4' with method digest 'digest-77xyz' to make sure all five required controls are satisfied — 'ctrl-A','ctrl-B','ctrl-C','ctrl-D','ctrl-E' — with public data class and flag anything missing or wrong-frame.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/compute/biology-assays/condition-coverage-map?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically audit biology assay records for control completeness against a strict exactly-one-satisfied-declaration rule, particularly when checking a specific run/method/revision combination. It is purpose-built for assay quality control validation workflows rather than general-purpose data comparison or independent lab certification.
Side effects
- Missing required controls — one or more required controls have no matching declaration, causing a coverage failure
- Duplicate controls — a required control appears more than once, failing the exactly-one constraint
- Wrong-frame controls — a control declaration exists but does not match the expected run/method/revision frame
- Unknown controls — declared controls cannot be identified or resolved against the required list
- Invalid or missing runRef — the run reference does not match any known record
- Empty requiredControls array — at least one required control must be specified (minItems: 1)
- Controls array exceeds maxItems:32 or requiredControls exceeds maxItems:16 — input rejected
- nonpersonalMetadata not set to true — required constant field missing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| runRef | string | |
| controls | array | |
| revision | string | |
| dataClass | string | |
| methodDigest | string | |
| requiredControls | array | |
| nonpersonalMetadata | boolean |
Tags
x402
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