OperationRiskPredictionOutput

Type: Object

ML-predicted risk for an operation from the outcome classifier — flags operations likely to trigger audit warnings before problems manifest

Fields

Name	Type	Args	Description	Deprecated
confidence	Float		XGBoost classification confidence (0–1). Null when not available.
operationId	String!		Operation this prediction applies to
predictedOutcome	String!		Predicted audit outcome class: pass, warning, or critical
topRiskFactors	[MLRiskContributionOutput!]		Top contributing features that drove the prediction (SHAP values). Positive values push toward warning/critical. Null when model does not support contributions.