# compare-ml-vs-prr-batch

`station__comparator__compare-ml-vs-prr-batch` · external (needs EXECUTION_BACKEND_URL configured) · domain `comparator` · pv-relevance `non-pv`

Compare ML vs PRR for multiple drug-event pairs. Returns agreement summary with false positive reduction count.

> **Note:** This tool routes through an external execution backend. If `EXECUTION_BACKEND_URL` is unset on the server, calls return JSON-RPC error `-32603 "Tool execution backend not configured"`. Tools with `backend: native` execute in-process and are always callable.

## Agent metadata

- `idempotent`: unknown
- `read_only`: unknown
- `expected_latency_ms`: unknown (not yet contract-tested)
- `cost_tokens_estimate`: unknown

## Input schema

- `targets` *array* (required) — Array of {drug, event} objects (max 20)

## Example call

```json
POST /api/mcp
Content-Type: application/json

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "station__comparator__compare-ml-vs-prr-batch",
    "arguments": {
      "targets": []
    }
  }
}
```

## Related

- [/tools](/tools) — all 3062 tools
- [/tools/comparator__compare-ml-vs-prr-batch](/tools/comparator__compare-ml-vs-prr-batch) — HTML page
- [/tools/comparator__compare-ml-vs-prr-batch/json](/tools/comparator__compare-ml-vs-prr-batch/json) — JSON form (agent-friendly)
- [/api/mcp](/api/mcp) — endpoint
- [/AGENTS.md](/AGENTS.md) — agent guide