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The AI input model is represented by a matrix having on each row one Medical Item/Service from a Claim. If the FHIR Claim Bundle contains multiple Claims then the AI input model will contain all Items/Services from all Claims. Each row contains the following informations (either FHIR Medical OR ActivityDefinition, representing an Item in FHIR Claim):

FHIR Medication fields

FHIR ActivityDefinition fields

FHIR Claim fields

FHIR Patient fields

FHIR HealthcareService fields

identifier (ItemUUID)

identifier (ServiceUUID)

identifier (ClaimUUID)

identifier (InsureeUUID, CHFID)

identifier (HfUUID)

extension.unitPrice

unitPrice

billablePeriod (start, end)

birthDate (to calculate age)

location (HFLocationUUID)

frequency

frequency

created

gender

category

extension.useContext (ItemPatCat)

useContext (ItemPatCat)

type

extension.isHead

type

item.quantity

link.type

item.unitPrice

extension.povertyStatus

diagnosis.diagnosisReference (for icd_0 and icd_1 get ICDID)

extension.locationCode (LocationUUID)

enterer (ClaimAdminUUID)

extension.group (FamilyUUID)

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