Openevidence common errors

OpenEvidence Common Errors

Overview

OpenEvidence provides AI-powered clinical decision support through evidence-based query answering with citation tracking. API integrations involve submitting clinical questions, retrieving evidence summaries, and managing citation references. Common errors include overly broad queries that exceed processing limits, citation-not-found errors when referenced studies are retracted, and timeouts on complex multi-condition queries that trigger deep literature analysis. The DeepConsult mode provides more thorough analysis but consumes 5x the rate limit quota and has a 90-second timeout. This reference covers authentication, query validation, and clinical-specific error patterns.

Error Reference

Code	Message	Cause	Fix
401	Authentication failed	Invalid or expired API key	Regenerate at OpenEvidence developer portal
403	Organization access denied	API key not authorized for org	Verify org ID matches the key's assigned organization
404	Citation not found	Referenced study retracted or removed	Query for updated evidence; citation database refreshes weekly
408	Query timeout	Complex multi-condition query exceeded 90s limit	Simplify query to single clinical question; avoid compound conditions
422	Query too broad	Question not specific enough for clinical analysis	Add condition, population, or intervention to narrow scope
422	Non-medical query	Question not recognized as clinical	Rephrase using medical terminology and clinical context
429	Rate limited	Exceeded API request quota	Implement backoff; check Retry-After header
503	Service unavailable	DeepConsult queue at capacity	Retry after 60s; consider standard query mode instead

Error Handler

interface OpenEvidenceError {
  code: number;
  message: string;
  category: "auth" | "rate_limit" | "query" | "availability";
}

function classifyOpenEvidenceError(status: number, body: string): OpenEvidenceError {
  if (status === 401 || status === 403) {
    return { code: status, message: body, category: "auth" };
  }
  if (status === 429) {
    return { code: 429, message: "Rate limited", category: "rate_limit" };
  }
  if (status === 503) {
    return { code: 503, message: body, category: "availability" };
  }
  return { code: status, message: body, category: "query" };
}

Debugging Guide

Authentication Errors

OpenEvidence API keys are scoped per organization. A 401 means the key itself is invalid; a 403 means the key is valid but not authorized for the specified org ID. Verify both the OPENEVIDENCE_API_KEY and the org_id parameter match. Keys are rotated quarterly for compliance -- check expiration date.

Rate Limit Errors

Rate limits vary by plan tier. Standard plans allow 100 queries/hour; enterprise plans have higher limits. DeepConsult queries (longer analysis) consume 5x the rate limit quota of standard queries. Use Retry-After header and implement exponential backoff.

Validation Errors

Queries must be clinically relevant and specific. "What causes headaches?" is too broad -- narrow to "What is the first-line treatment for migraine with aura in adults?" Add population, intervention, or comparison to improve query specificity. Non-medical queries are rejected with 422. Citation references use DOI-based identifiers; retracted studies return 404 and should be re-queried for updated evidence.

Error Handling

Scenario	Pattern	Recovery
Query too broad	422 with specificity warning	Add condition + population + intervention details
Citation not found	404 on citation lookup	Re-query for updated evidence; citations refresh weekly
DeepConsult queue full	503 on complex queries	Fall back to standard query mode; retry deep after delay
Timeout on compound query	408 after 90s	Split into individual clinical questions
Org access mismatch	403 despite valid key	Verify org_id parameter matches key's assigned organization

Quick Diagnostic

# Verify API connectivity and key validity
curl -s -o /dev/null -w "%{http_code}" \
  -H "Authorization: Bearer $OPENEVIDENCE_API_KEY" \
  https://api.openevidence.com/v1/health

Resources

• OpenEvidence Platform
• OpenEvidence API Documentation

Next Steps

See openevidence-debug-bundle.