Bayes Pharma VPC Model Diagnostics Checking service...

Model Diagnostics & Regulatory Qualification Platform

Visual Predictive Check, pcVPC, GOF, residual diagnostics, CWRES, NPDE, bootstrap qualification, ETA shrinkage, covariate diagnostics, model comparison, regulatory qualification dashboard, diagnostic versioning, audit trail, PDF/Word reports, deployed diagnostics API, and integration payloads for PopPK, PK/PD, Trial Simulation, and regulatory packages.

ValidationVPC / pcVPC

DiagnosticsGOF / CWRES

ResidualsNPDE

UncertaintyBootstrap

RegulatoryQualification

PlatformAudit + Reports

Use VPC diagnostics to evaluate whether PopPK and PK/PD models reproduce observed data and are ready for decision-making.

Project Workspace

Project Name

Description

Owner / User

Active Project ID

Ready.

Projects

Data & Model Settings

CSV File

Required columns: ID, TIME, DV. Optional useful columns: DOSE, WEIGHT, CREATININE, PRED, ETA_CL, ETA_V.

Model Name

Number of Simulations

Number of Bins

Residual CV

Bootstrap Runs

Dose

CL (optional)

V (optional)

Route

Upload a CSV or download the sample CSV for testing.

Dataset Preview

VPC / pcVPC

Ready.

Predictive Check Plot

Goodness-of-Fit

Ready.

Observed vs Predicted

Residual Diagnostics / NPDE

Ready.

CWRES / NPDE View

Bootstrap / ETA Shrinkage

Omega for ETA Shrinkage

Ready.

Stability & Shrinkage

Covariate Diagnostics

Ready.

Covariate Trends

Model Comparison

Models JSON

Ready.

Model Ranking

Regulatory Qualification Dashboard

Ready.

Qualification Score

Run Diagnostics + Create Version

Ready.

Versioned Diagnostic Summary

Diagnostic Versions

Active Diagnostic ID

Ready.

Diagnostic Registry

Regulatory Package

Ready.

Qualification Sections

PopPK / PKPD / Trial / Regulatory Payloads

Ready.

Integration View

Generate Report

Report ID

Ready.

Report Outputs

Deploy Diagnostics API

Deployment Name

Deployment ID

Ready.

Deployed API Result

Run History

Ready.

Audit Trail

Ready.