# Microgram: microgram-run-sota-drift-detection

`station__algovigilance__microgram-microgram-run-sota-drift-detection` · native (always callable) · domain `algovigilance` · pv-relevance `pv-core`

Guardian SOTA Tracker — detect frontier movement in a pharmacovigilance domain. Classifies the PV domain (signal detection, causality, benefit-risk, case processing, regulatory), evaluates a finding against the current frontier using evidence level and authority weight, and reports drift severity with recommended action. Returns threshold authority (who defines SOTA), comparison method, drift velocity, and frontier movement classification (PARADIGM_SHIFT, SIGNIFICANT, INCREMENTAL, NONE, UNQUALIFIED).

## Agent metadata

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

## Input schema

- `domain` *string* (required) — PV domain: signal_detection, causality, benefit_risk, case_processing, regulatory
- `evidence_level` *number* (required) — Strength of evidence: 1=opinion, 2=case series, 3=observational, 4=RCT, 5=systematic review/meta-analysis
- `authority_weight` *number* (required) — Threshold authority recognition: 1=preprint, 2=peer-reviewed, 3=guideline-cited, 4=regulatory-adopted, 5=ICH/WHO standard
- `novelty_score` *number* (required) — Novelty vs current frontier: 0=known, 25=incremental, 50=significant, 75=paradigm-adjacent, 100=paradigm-shift
- `prr_change_pct` *number* — Observed PRR change percentage for drift severity classification (0 if not applicable)
- `time_window_days` *number* — Time window in days over which the change was observed (90 if not applicable)

## Example call

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

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "station__algovigilance__microgram-microgram-run-sota-drift-detection",
    "arguments": {
      "domain": "",
      "evidence_level": 0,
      "authority_weight": 0,
      "novelty_score": 0
    }
  }
}
```

## Related

- [/tools](/tools) — all 7718 tools
- [/tools/algovigilance__microgram-microgram-run-sota-drift-detection](/tools/algovigilance__microgram-microgram-run-sota-drift-detection) — HTML page
- [/tools/algovigilance__microgram-microgram-run-sota-drift-detection/json](/tools/algovigilance__microgram-microgram-run-sota-drift-detection/json) — JSON form (agent-friendly)
- [/api/mcp](/api/mcp) — endpoint
- [/AGENTS.md](/AGENTS.md) — agent guide