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Self-referral assistant for NHS Talking Therapies

United Kingdom

Type-2 diabetes long-term outcome predictor

Netherlands

Trust badgeValidatedValidated
Evidence strengthDeveloping evidenceRobust evidence
Pipeline stageValidatedValidated
Intended useSupports patient self-referral by collecting clinical information conversationally and routing referrals, reducing administrative wait time.Estimates 5-year risk of major diabetes-related complications (cardiovascular, renal, retinal) from longitudinal primary-care records to support care-plan intensification.
SpecialtyPsychiatryEndocrinology
AutonomyHuman in the loop (human acts)Informs a human (advisory)
DeploymentActive deploymentActive deployment
EU AI Act tierLimited riskHigh-risk
EU MDR classNot a deviceNot a device
CE markingNot requiredNot required
NICE ESF tierTier B — inform / monitorTier C — treat / diagnose / calculate risk
Headline metricAccuracy: 0.93AUC / AUROC: 0.82
Subgroup assessedYesYes