pocketgull.app WebMCP Tools, Schemas & Agent Capabilities

pocketgull.app

live Unverified (seed import) Health & Education 98 tools imperative implementation

Pocket Gull is a real-time clinical AI consult engine powered by Google Gemini. Features 10D multi-paradigm strategy, FHIR R4 export & 3D spatial anatomy.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 20 · Act 75 · Transact 3 · Score: Not yet scored

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run_sepsis_benchmark_evaluation

act imperative

Evaluates empirical discrimination and alert precision of Pocket-Gull Conformal Sepsis-3 Engine against the Epic Sepsis Model (ESM) across 1,471,420 multi-center patients from MIMIC-IV v2.2 ICU (Beth Israel Deaconess) and CMS OMOP Inpatient Commons. Provides finite-sample 95% coverage, demonstrates an 89.9% reduction in false alarm burden (4.0 vs 39.9 alarms per 100 patient-days), and computes conformal prediction sets with epistemic abstention under borderline vitals.

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Input schema

Property	Type	Required	Description
`cohort`	string	no	Target benchmark cohort (default: MULTI_CENTER_COMBINED).
`alpha`	number	no	Nominal significance level alpha between 0.01 and 0.15 (e.g. 0.05 for 95% coverage).
`vitals`	object	no	Optional patient vitals to evaluate through the conformal prediction & epistemic abstention engine.

Raw JSON schema

{
  "type": "object",
  "properties": {
    "cohort": {
      "type": "string",
      "enum": [
        "MULTI_CENTER_COMBINED",
        "MIMIC_IV_ICU",
        "CMS_OMOP_INPATIENT"
      ],
      "description": "Target benchmark cohort (default: MULTI_CENTER_COMBINED)."
    },
    "alpha": {
      "type": "number",
      "description": "Nominal significance level alpha between 0.01 and 0.15 (e.g. 0.05 for 95% coverage)."
    },
    "vitals": {
      "type": "object",
      "properties": {
        "heartRate": {
          "type": "number",
          "description": "Heart rate in beats per minute."
        },
        "systolicBp": {
          "type": "number",
          "description": "Systolic blood pressure in mmHg."
        },
        "respiratoryRate": {
          "type": "number",
          "description": "Respiratory rate in breaths per minute."
        },
        "temperatureC": {
          "type": "number",
          "description": "Core body temperature in Celsius."
        },
        "lactateMmolL": {
          "type": "number",
          "description": "Serum lactate in mmol/L."
        },
        "wbcCount": {
          "type": "number",
          "description": "White blood cell count (x10^3/uL)."
        }
      },
      "description": "Optional patient vitals to evaluate through the conformal prediction & epistemic abstention engine."
    }
  }
}