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PREGNA-RISK: Pregnancy Risk in SLE/APSv1.0.0

Name: PREGNA-RISK: Pregnancy Risk in SLE/APS
Author: cryptoreumd

pregna-risk

cryptoreumd

Calculates a weighted composite score predicting adverse pregnancy outcomes in SLE/APS patients to guide risk stratification and management.

latest

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Installs (all time)

Installs (current)

Downloads

777

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CreatedMar 22, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install cryptoreumd/pregna-risk

Skill Package3 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B60/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation7/35

· 777 downloads (moderate demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness8/15

· skillAssets present (2 files)

💡

Usage Guide

Generated Oct 6, 2026

RheumatologistsMaternal-Fetal Medicine SpecialistsObstetriciansClinical Researchersbeginner

💡 Application Scenarios

Preconception Counseling in Rheumatology ClinicHealthcare

A rheumatologist uses PREGNA-RISK to quantify pregnancy risk for a patient with SLE and APS before conception. The score guides shared decision-making and intensity of monitoring.

High-Risk Obstetric TriageHealthcare

An obstetrician in a high-risk clinic uses the tool to stratify pregnant patients with autoimmune conditions. The output determines referral to MFM and frequency of Doppler ultrasound.

Clinical Decision Support IntegrationHealth IT

A hospital IT team integrates PREGNA-RISK into the electronic health record to automatically calculate risk scores from structured data. The tool triggers alerts for guideline-concordant care.

Value-Based Care Risk AdjustmentHealthcare Payer

An accountable care organization uses PREGNA-RISK to identify high-risk pregnancies for proactive care management. This helps allocate resources and reduce costly complications.

Research Registry EnrichmentPharmaceutical Research

A clinical research network applies the tool to registry data to stratify participants for a study on lupus pregnancies. The Monte Carlo simulation supports sample size and power calculations.

💼 Business Models

Subscription-Based Clinical Decision SupportRecurring subscription fees (e.g., $50 per clinician per month)

Hospitals and clinics pay a monthly fee per user to access the risk calculator via web or EHR integration. The tool updates with latest evidence and provides audit logs.

API Licensing for EHR VendorsAnnual licensing fee based on number of covered lives or transaction volume

EHR vendors license the PREGNA-RISK API to embed risk assessment into their prenatal care modules. This adds value to their offerings and improves clinical outcomes.

Value-Based Contracting with PayersShared savings payments tied to reduction in adverse outcomes and cost per pregnancy

Payers contract with the tool provider to reduce adverse pregnancy outcomes and associated costs. Savings from avoided NICU admissions are shared between payer and provider.

💬 Integration Tip

The tool is a simple Python script with minimal dependencies (numpy), making integration straightforward. However, it requires structured input data; mapping to clinical variables from EHR or registry may need parsing logic.