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Type-2 diabetes long-term outcome predictor

Netherlands

Pre-operative risk-stratification model for major surgery

Spain

Trust badgeValidatedValidated
Evidence strengthRobust evidenceRobust evidence
Pipeline stageValidatedValidated
Intended useEstimates 5-year risk of major diabetes-related complications (cardiovascular, renal, retinal) from longitudinal primary-care records to support care-plan intensification.Computes a 30-day mortality and morbidity risk score from pre-operative records to support anaesthetic optimisation and shared decision-making.
SpecialtyEndocrinologySurgery
AutonomyInforms a human (advisory)Informs a human (advisory)
DeploymentActive deploymentActive deployment
EU AI Act tierHigh-riskHigh-risk
EU MDR classNot a deviceNot a device
CE markingNot requiredNot required
NICE ESF tierTier C — treat / diagnose / calculate riskTier C — treat / diagnose / calculate risk
Headline metricAUC / AUROC: 0.82AUC / AUROC: 0.85
Subgroup assessedYesYes