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run-sota-drift-detection

station__microgram__run-sota-drift-detection external (needs EXECUTION_BACKEND_URL) microgram pv-core Constructa Configa

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).

Taxonomy

Linnaean classification joined from the algovigilance taxonomy index via the parent config's rank.

Rank	Value
domain	`Substrata`
kingdom	`Constructa`
phylum	`Configa`
class	`station-config`
order	`microgram`
family	`mcp-tool-config`

Characteristics:

substrate: config
domain: pv
lifecycle: continuous
authority: read
compounding: producer
io: agent-request → tool-response

Input schema

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

Example call

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

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

How to invoke from a client

From any MCP-aware client, add https://algovigilance.com/api/mcp as an MCP server, then call this tool by name. From a raw HTTP client, send the JSON-RPC body above to /api/mcp.

Agent-friendly formats

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