Tiplu risk predictions are based on machine learning models trained in Tiplu's own ML network and on the basis of medical labels, which are used to generate alerts on the probability of occurrence of certain diseases and medical events.

German: Tiplu-Risikoprädiktionen beruhen auf Machine Learning-Modellen, die im Tiplu-eigenen ML-Netz und auf Grundlage medizinischer Labels trainiert werden und auf deren Basis Hinweise zur Eintrittswahrscheinlichkeit bestimmter Erkrankungen und medizinischer Ereignisse angeboten werden.

Metadaten

Canonicalhttps://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModel
Statusdraft
Version1.0.0
Basishttp://hl7.org/fhir/StructureDefinition/RiskAssessment

Inhalt

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<StructureDefinition xmlns="http://hl7.org/fhir">
    <id value="MaiaRiskPredictionModel" />
    <url value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModel" />
    <version value="1.0.0" />
    <name value="MaiaRiskPredictionModel" />
    <title value="Maia Risk Prediction Model" />
    <status value="draft" />
    <experimental value="false" />
    <date value="2025-04-30" />
    <publisher value="Tiplu GmbH" />
    <description value="Tiplu risk predictions are based on machine learning models trained in Tiplu&#39;s own ML network and on the basis of medical labels, which are used to generate alerts on the probability of occurrence of certain diseases and medical events.\n\n*German:*\nTiplu-Risikopr&#228;diktionen beruhen auf Machine Learning-Modellen, die im Tiplu-eigenen ML-Netz und auf Grundlage medizinischer Labels trainiert werden und auf deren Basis Hinweise zur Eintrittswahrscheinlichkeit bestimmter Erkrankungen und medizinischer Ereignisse angeboten werden." />
    <fhirVersion value="4.0.1" />
    <kind value="resource" />
    <abstract value="false" />
    <type value="RiskAssessment" />
    <baseDefinition value="http://hl7.org/fhir/StructureDefinition/RiskAssessment" />
    <derivation value="constraint" />
    <differential>
        <element id="RiskAssessment.text">
            <path value="RiskAssessment.text" />
            <short value="human-readable narrative" />
            <comment value="HTML representation of this risk prediction model" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.text.status">
            <path value="RiskAssessment.text.status" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.text.div">
            <path value="RiskAssessment.text.div" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.status">
            <path value="RiskAssessment.status" />
            <short value="Status of the risk prediction model" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.method">
            <path value="RiskAssessment.method" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.method.coding">
            <path value="RiskAssessment.method.coding" />
            <slicing>
                <discriminator>
                    <type value="pattern" />
                    <path value="$this" />
                </discriminator>
                <rules value="open" />
            </slicing>
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.method.coding:AssessmentMethode">
            <path value="RiskAssessment.method.coding" />
            <sliceName value="AssessmentMethode" />
            <short value="Assessment method used for this RiskAssessment" />
            <min value="1" />
            <max value="1" />
            <patternCoding>
                <system value="https://tiplu.de/fhir/maia/CodeSystem/MaiaAssessmentMethod" />
            </patternCoding>
            <mustSupport value="true" />
            <binding>
                <strength value="required" />
                <valueSet value="https://tiplu.de/fhir/maia/ValueSet/MaiaAssessmentMethodVS" />
            </binding>
        </element>
        <element id="RiskAssessment.method.coding:AssessmentMethode.system">
            <path value="RiskAssessment.method.coding.system" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.method.coding:AssessmentMethode.code">
            <path value="RiskAssessment.method.coding.code" />
            <min value="1" />
            <patternCode value="TRPM" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.method.coding:AssessmentMethode.display">
            <path value="RiskAssessment.method.coding.display" />
            <min value="1" />
            <patternString value="Tiplu risk prediction model" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.code">
            <path value="RiskAssessment.code" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.code.coding">
            <path value="RiskAssessment.code.coding" />
            <slicing>
                <discriminator>
                    <type value="pattern" />
                    <path value="$this" />
                </discriminator>
                <rules value="open" />
            </slicing>
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.code.coding:AssessmentTyp">
            <path value="RiskAssessment.code.coding" />
            <sliceName value="AssessmentTyp" />
            <short value="Coding of the Tiplu risk rediction model" />
            <min value="1" />
            <max value="1" />
            <patternCoding>
                <system value="http://snomed.info/sct" />
            </patternCoding>
            <mustSupport value="true" />
            <binding>
                <strength value="required" />
                <valueSet value="https://tiplu.de/fhir/maia/ValueSet/MaiaRiskPredictionModelAssessmentTypeVS" />
            </binding>
        </element>
        <element id="RiskAssessment.code.coding:AssessmentTyp.system">
            <path value="RiskAssessment.code.coding.system" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.code.coding:AssessmentTyp.code">
            <path value="RiskAssessment.code.coding.code" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.code.coding:AssessmentTyp.display">
            <path value="RiskAssessment.code.coding.display" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.subject">
            <path value="RiskAssessment.subject" />
            <type>
                <code value="Reference" />
                <targetProfile value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaPatient" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.subject.identifier">
            <path value="RiskAssessment.subject.identifier" />
            <short value="Patient ID of the referenced patient" />
            <comment value="The MAIA FHIR endpoints don&#39;t have the possibility to get the patient resource. For this, the resource identifier is mandatory." />
            <min value="1" />
            <type>
                <code value="Identifier" />
                <profile value="http://fhir.de/StructureDefinition/identifier-pid" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.subject.identifier.type">
            <path value="RiskAssessment.subject.identifier.type" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.subject.identifier.system">
            <path value="RiskAssessment.subject.identifier.system" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.subject.identifier.value">
            <path value="RiskAssessment.subject.identifier.value" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.encounter">
            <path value="RiskAssessment.encounter" />
            <min value="1" />
            <type>
                <code value="Reference" />
                <targetProfile value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaKontaktGesundheitseinrichtung" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.encounter.extension">
            <path value="RiskAssessment.encounter.extension" />
            <min value="1" />
        </element>
        <element id="RiskAssessment.encounter.extension:AccountIdentifier">
            <path value="RiskAssessment.encounter.extension" />
            <sliceName value="AccountIdentifier" />
            <short value="Account Identifier (German: Fallnummer/Abrechnungsnummer) of the referenced account" />
            <comment value="The MAIA FHIR endpoints don&#39;t have the possibility to get the account or encounter resource. For this, the resource identifier is mandatory." />
            <min value="1" />
            <max value="1" />
            <type>
                <code value="Extension" />
                <profile value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaAccountIdentifier" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.encounter.extension:AccountIdentifier.value[x]">
            <path value="RiskAssessment.encounter.extension.value[x]" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.encounter.extension:AccountIdentifier.value[x].type">
            <path value="RiskAssessment.encounter.extension.value[x].type" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.encounter.extension:AccountIdentifier.value[x].system">
            <path value="RiskAssessment.encounter.extension.value[x].system" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.encounter.extension:AccountIdentifier.value[x].value">
            <path value="RiskAssessment.encounter.extension.value[x].value" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.occurrence[x]">
            <path value="RiskAssessment.occurrence[x]" />
            <slicing>
                <discriminator>
                    <type value="type" />
                    <path value="$this" />
                </discriminator>
                <ordered value="false" />
                <rules value="open" />
            </slicing>
            <min value="1" />
        </element>
        <element id="RiskAssessment.occurrence[x]:occurrenceDateTime">
            <path value="RiskAssessment.occurrence[x]" />
            <sliceName value="occurrenceDateTime" />
            <short value="Last calculation of MAIA" />
            <min value="1" />
            <max value="1" />
            <type>
                <code value="dateTime" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.performer">
            <path value="RiskAssessment.performer" />
            <short value="Which software identifies the Tiplu risk predition model" />
            <comment value="A Device example with valid MAIA information can be found in the Simplifier project." />
            <min value="1" />
            <type>
                <code value="Reference" />
                <targetProfile value="http://hl7.org/fhir/StructureDefinition/Device" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.basis">
            <path value="RiskAssessment.basis" />
            <slicing>
                <discriminator>
                    <type value="pattern" />
                    <path value="$this" />
                </discriminator>
                <rules value="open" />
            </slicing>
            <short value="Definition of the Tiplu risk predition model" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.basis:RiskAssessmentDefinition">
            <path value="RiskAssessment.basis" />
            <sliceName value="RiskAssessmentDefinition" />
            <min value="0" />
            <max value="1" />
            <type>
                <code value="Reference" />
                <targetProfile value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskAssessmentDefinition" />
            </type>
            <patternReference>
                <type value="Basic" />
            </patternReference>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.basis:RiskAssessmentDefinition.reference">
            <path value="RiskAssessment.basis.reference" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.basis:RiskAssessmentDefinition.type">
            <path value="RiskAssessment.basis.type" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction">
            <path value="RiskAssessment.prediction" />
            <short value="Information about the predicted outcome" />
            <comment value="There can be multiple prediction elements, tracking the individual predictions made at different timestamps defined by whenPeriod.start. Newer predictions invalidate older ones." />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.extension:Trend">
            <path value="RiskAssessment.prediction.extension" />
            <sliceName value="Trend" />
            <min value="0" />
            <max value="1" />
            <type>
                <code value="Extension" />
                <profile value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModelTrend" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.extension:Trend.value[x]">
            <path value="RiskAssessment.prediction.extension.value[x]" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.extension:Factor">
            <path value="RiskAssessment.prediction.extension" />
            <sliceName value="Factor" />
            <min value="0" />
            <max value="1" />
            <type>
                <code value="Extension" />
                <profile value="https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModelFactor" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.extension:Factor.value[x]">
            <path value="RiskAssessment.prediction.extension.value[x]" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.outcome">
            <path value="RiskAssessment.prediction.outcome" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.outcome.coding">
            <path value="RiskAssessment.prediction.outcome.coding" />
            <slicing>
                <discriminator>
                    <type value="pattern" />
                    <path value="$this" />
                </discriminator>
                <rules value="open" />
            </slicing>
            <min value="1" />
        </element>
        <element id="RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory">
            <path value="RiskAssessment.prediction.outcome.coding" />
            <sliceName value="MaiaRiskResultCategory" />
            <short value="Category of the risk prediction result" />
            <min value="1" />
            <max value="*" />
            <patternCoding>
                <system value="https://tiplu.de/fhir/maia/CodeSystem/MaiaRiskResultCategory" />
            </patternCoding>
            <mustSupport value="true" />
            <binding>
                <strength value="required" />
                <valueSet value="https://tiplu.de/fhir/maia/ValueSet/MaiaRiskResultCategoryVS" />
            </binding>
        </element>
        <element id="RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory.system">
            <path value="RiskAssessment.prediction.outcome.coding.system" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory.code">
            <path value="RiskAssessment.prediction.outcome.coding.code" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory.display">
            <path value="RiskAssessment.prediction.outcome.coding.display" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.probability[x]">
            <path value="RiskAssessment.prediction.probability[x]" />
            <slicing>
                <discriminator>
                    <type value="type" />
                    <path value="$this" />
                </discriminator>
                <ordered value="false" />
                <rules value="open" />
            </slicing>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.probability[x]:probabilityDecimal">
            <path value="RiskAssessment.prediction.probability[x]" />
            <sliceName value="probabilityDecimal" />
            <short value="Percentage of the probability" />
            <comment value="Describes the probability of the risk to actually occur within the next 24 hours" />
            <min value="0" />
            <max value="1" />
            <type>
                <code value="decimal" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.when[x]">
            <path value="RiskAssessment.prediction.when[x]" />
            <slicing>
                <discriminator>
                    <type value="type" />
                    <path value="$this" />
                </discriminator>
                <ordered value="false" />
                <rules value="open" />
            </slicing>
            <min value="1" />
        </element>
        <element id="RiskAssessment.prediction.when[x]:whenPeriod">
            <path value="RiskAssessment.prediction.when[x]" />
            <sliceName value="whenPeriod" />
            <comment value="As long as the risk is active, the end time is set 24 hours into the future. If there are changes to the order, the end time is updated accordingly and the new value is added." />
            <min value="1" />
            <max value="1" />
            <type>
                <code value="Period" />
            </type>
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.when[x]:whenPeriod.start">
            <path value="RiskAssessment.prediction.when[x].start" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.when[x]:whenPeriod.end">
            <path value="RiskAssessment.prediction.when[x].end" />
            <min value="1" />
            <mustSupport value="true" />
        </element>
        <element id="RiskAssessment.prediction.rationale">
            <path value="RiskAssessment.prediction.rationale" />
            <short value="Reasoning" />
            <comment value="Provides the most relevant factors for the result provided by the risk prediction model" />
            <mustSupport value="true" />
        </element>
    </differential>
</StructureDefinition>

{
    "resourceType": "StructureDefinition",
    "id": "MaiaRiskPredictionModel",
    "url": "https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModel",
    "version": "1.0.0",
    "name": "MaiaRiskPredictionModel",
    "title": "Maia Risk Prediction Model",
    "status": "draft",
    "experimental": false,
    "date": "2025-04-30",
    "publisher": "Tiplu GmbH",
    "description": "Tiplu risk predictions are based on machine learning models trained in Tiplu's own ML network and on the basis of medical labels, which are used to generate alerts on the probability of occurrence of certain diseases and medical events.\n\n*German:*\nTiplu-Risikoprädiktionen beruhen auf Machine Learning-Modellen, die im Tiplu-eigenen ML-Netz und auf Grundlage medizinischer Labels trainiert werden und auf deren Basis Hinweise zur Eintrittswahrscheinlichkeit bestimmter Erkrankungen und medizinischer Ereignisse angeboten werden.",
    "fhirVersion": "4.0.1",
    "kind": "resource",
    "abstract": false,
    "type": "RiskAssessment",
    "baseDefinition": "http://hl7.org/fhir/StructureDefinition/RiskAssessment",
    "derivation": "constraint",
    "differential": {
        "element":  [
            {
                "id": "RiskAssessment.text",
                "path": "RiskAssessment.text",
                "short": "human-readable narrative",
                "comment": "HTML representation of this risk prediction model",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.text.status",
                "path": "RiskAssessment.text.status",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.text.div",
                "path": "RiskAssessment.text.div",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.status",
                "path": "RiskAssessment.status",
                "short": "Status of the risk prediction model",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.method",
                "path": "RiskAssessment.method",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.method.coding",
                "path": "RiskAssessment.method.coding",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "pattern",
                            "path": "$this"
                        }
                    ],
                    "rules": "open"
                },
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.method.coding:AssessmentMethode",
                "path": "RiskAssessment.method.coding",
                "sliceName": "AssessmentMethode",
                "short": "Assessment method used for this RiskAssessment",
                "min": 1,
                "max": "1",
                "patternCoding": {
                    "system": "https://tiplu.de/fhir/maia/CodeSystem/MaiaAssessmentMethod"
                },
                "mustSupport": true,
                "binding": {
                    "strength": "required",
                    "valueSet": "https://tiplu.de/fhir/maia/ValueSet/MaiaAssessmentMethodVS"
                }
            },
            {
                "id": "RiskAssessment.method.coding:AssessmentMethode.system",
                "path": "RiskAssessment.method.coding.system",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.method.coding:AssessmentMethode.code",
                "path": "RiskAssessment.method.coding.code",
                "min": 1,
                "patternCode": "TRPM",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.method.coding:AssessmentMethode.display",
                "path": "RiskAssessment.method.coding.display",
                "min": 1,
                "patternString": "Tiplu risk prediction model",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.code",
                "path": "RiskAssessment.code",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.code.coding",
                "path": "RiskAssessment.code.coding",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "pattern",
                            "path": "$this"
                        }
                    ],
                    "rules": "open"
                },
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.code.coding:AssessmentTyp",
                "path": "RiskAssessment.code.coding",
                "sliceName": "AssessmentTyp",
                "short": "Coding of the Tiplu risk rediction model",
                "min": 1,
                "max": "1",
                "patternCoding": {
                    "system": "http://snomed.info/sct"
                },
                "mustSupport": true,
                "binding": {
                    "strength": "required",
                    "valueSet": "https://tiplu.de/fhir/maia/ValueSet/MaiaRiskPredictionModelAssessmentTypeVS"
                }
            },
            {
                "id": "RiskAssessment.code.coding:AssessmentTyp.system",
                "path": "RiskAssessment.code.coding.system",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.code.coding:AssessmentTyp.code",
                "path": "RiskAssessment.code.coding.code",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.code.coding:AssessmentTyp.display",
                "path": "RiskAssessment.code.coding.display",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.subject",
                "path": "RiskAssessment.subject",
                "type":  [
                    {
                        "code": "Reference",
                        "targetProfile":  [
                            "https://tiplu.de/fhir/maia/StructureDefinition/MaiaPatient"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.subject.identifier",
                "path": "RiskAssessment.subject.identifier",
                "short": "Patient ID of the referenced patient",
                "comment": "The MAIA FHIR endpoints don't have the possibility to get the patient resource. For this, the resource identifier is mandatory.",
                "min": 1,
                "type":  [
                    {
                        "code": "Identifier",
                        "profile":  [
                            "http://fhir.de/StructureDefinition/identifier-pid"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.subject.identifier.type",
                "path": "RiskAssessment.subject.identifier.type",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.subject.identifier.system",
                "path": "RiskAssessment.subject.identifier.system",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.subject.identifier.value",
                "path": "RiskAssessment.subject.identifier.value",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.encounter",
                "path": "RiskAssessment.encounter",
                "min": 1,
                "type":  [
                    {
                        "code": "Reference",
                        "targetProfile":  [
                            "https://tiplu.de/fhir/maia/StructureDefinition/MaiaKontaktGesundheitseinrichtung"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.encounter.extension",
                "path": "RiskAssessment.encounter.extension",
                "min": 1
            },
            {
                "id": "RiskAssessment.encounter.extension:AccountIdentifier",
                "path": "RiskAssessment.encounter.extension",
                "sliceName": "AccountIdentifier",
                "short": "Account Identifier (German: Fallnummer/Abrechnungsnummer) of the referenced account",
                "comment": "The MAIA FHIR endpoints don't have the possibility to get the account or encounter resource. For this, the resource identifier is mandatory.",
                "min": 1,
                "max": "1",
                "type":  [
                    {
                        "code": "Extension",
                        "profile":  [
                            "https://tiplu.de/fhir/maia/StructureDefinition/MaiaAccountIdentifier"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.encounter.extension:AccountIdentifier.value[x]",
                "path": "RiskAssessment.encounter.extension.value[x]",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.encounter.extension:AccountIdentifier.value[x].type",
                "path": "RiskAssessment.encounter.extension.value[x].type",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.encounter.extension:AccountIdentifier.value[x].system",
                "path": "RiskAssessment.encounter.extension.value[x].system",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.encounter.extension:AccountIdentifier.value[x].value",
                "path": "RiskAssessment.encounter.extension.value[x].value",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.occurrence[x]",
                "path": "RiskAssessment.occurrence[x]",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "type",
                            "path": "$this"
                        }
                    ],
                    "ordered": false,
                    "rules": "open"
                },
                "min": 1
            },
            {
                "id": "RiskAssessment.occurrence[x]:occurrenceDateTime",
                "path": "RiskAssessment.occurrence[x]",
                "sliceName": "occurrenceDateTime",
                "short": "Last calculation of MAIA",
                "min": 1,
                "max": "1",
                "type":  [
                    {
                        "code": "dateTime"
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.performer",
                "path": "RiskAssessment.performer",
                "short": "Which software identifies the Tiplu risk predition model",
                "comment": "A Device example with valid MAIA information can be found in the Simplifier project.",
                "min": 1,
                "type":  [
                    {
                        "code": "Reference",
                        "targetProfile":  [
                            "http://hl7.org/fhir/StructureDefinition/Device"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.basis",
                "path": "RiskAssessment.basis",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "pattern",
                            "path": "$this"
                        }
                    ],
                    "rules": "open"
                },
                "short": "Definition of the Tiplu risk predition model",
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.basis:RiskAssessmentDefinition",
                "path": "RiskAssessment.basis",
                "sliceName": "RiskAssessmentDefinition",
                "min": 0,
                "max": "1",
                "type":  [
                    {
                        "code": "Reference",
                        "targetProfile":  [
                            "https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskAssessmentDefinition"
                        ]
                    }
                ],
                "patternReference": {
                    "type": "Basic"
                },
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.basis:RiskAssessmentDefinition.reference",
                "path": "RiskAssessment.basis.reference",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.basis:RiskAssessmentDefinition.type",
                "path": "RiskAssessment.basis.type",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction",
                "path": "RiskAssessment.prediction",
                "short": "Information about the predicted outcome",
                "comment": "There can be multiple prediction elements, tracking the individual predictions made at different timestamps defined by whenPeriod.start. Newer predictions invalidate older ones.",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.extension:Trend",
                "path": "RiskAssessment.prediction.extension",
                "sliceName": "Trend",
                "min": 0,
                "max": "1",
                "type":  [
                    {
                        "code": "Extension",
                        "profile":  [
                            "https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModelTrend"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.extension:Trend.value[x]",
                "path": "RiskAssessment.prediction.extension.value[x]",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.extension:Factor",
                "path": "RiskAssessment.prediction.extension",
                "sliceName": "Factor",
                "min": 0,
                "max": "1",
                "type":  [
                    {
                        "code": "Extension",
                        "profile":  [
                            "https://tiplu.de/fhir/maia/StructureDefinition/MaiaRiskPredictionModelFactor"
                        ]
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.extension:Factor.value[x]",
                "path": "RiskAssessment.prediction.extension.value[x]",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.outcome",
                "path": "RiskAssessment.prediction.outcome",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.outcome.coding",
                "path": "RiskAssessment.prediction.outcome.coding",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "pattern",
                            "path": "$this"
                        }
                    ],
                    "rules": "open"
                },
                "min": 1
            },
            {
                "id": "RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory",
                "path": "RiskAssessment.prediction.outcome.coding",
                "sliceName": "MaiaRiskResultCategory",
                "short": "Category of the risk prediction result",
                "min": 1,
                "max": "*",
                "patternCoding": {
                    "system": "https://tiplu.de/fhir/maia/CodeSystem/MaiaRiskResultCategory"
                },
                "mustSupport": true,
                "binding": {
                    "strength": "required",
                    "valueSet": "https://tiplu.de/fhir/maia/ValueSet/MaiaRiskResultCategoryVS"
                }
            },
            {
                "id": "RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory.system",
                "path": "RiskAssessment.prediction.outcome.coding.system",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory.code",
                "path": "RiskAssessment.prediction.outcome.coding.code",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategory.display",
                "path": "RiskAssessment.prediction.outcome.coding.display",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.probability[x]",
                "path": "RiskAssessment.prediction.probability[x]",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "type",
                            "path": "$this"
                        }
                    ],
                    "ordered": false,
                    "rules": "open"
                },
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.probability[x]:probabilityDecimal",
                "path": "RiskAssessment.prediction.probability[x]",
                "sliceName": "probabilityDecimal",
                "short": "Percentage of the probability",
                "comment": "Describes the probability of the risk to actually occur within the next 24 hours",
                "min": 0,
                "max": "1",
                "type":  [
                    {
                        "code": "decimal"
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.when[x]",
                "path": "RiskAssessment.prediction.when[x]",
                "slicing": {
                    "discriminator":  [
                        {
                            "type": "type",
                            "path": "$this"
                        }
                    ],
                    "ordered": false,
                    "rules": "open"
                },
                "min": 1
            },
            {
                "id": "RiskAssessment.prediction.when[x]:whenPeriod",
                "path": "RiskAssessment.prediction.when[x]",
                "sliceName": "whenPeriod",
                "comment": "As long as the risk is active, the end time is set 24 hours into the future. If there are changes to the order, the end time is updated accordingly and the new value is added.",
                "min": 1,
                "max": "1",
                "type":  [
                    {
                        "code": "Period"
                    }
                ],
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.when[x]:whenPeriod.start",
                "path": "RiskAssessment.prediction.when[x].start",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.when[x]:whenPeriod.end",
                "path": "RiskAssessment.prediction.when[x].end",
                "min": 1,
                "mustSupport": true
            },
            {
                "id": "RiskAssessment.prediction.rationale",
                "path": "RiskAssessment.prediction.rationale",
                "short": "Reasoning",
                "comment": "Provides the most relevant factors for the result provided by the risk prediction model",
                "mustSupport": true
            }
        ]
    }
}
Maia Risk Prediction Model

Terminology-Bindings

ElementStaerkeValueSet
RiskAssessment.method.coding:AssessmentMethoderequiredhttps://tiplu.de/fhir/maia/ValueSet/MaiaAssessmentMethodVS
RiskAssessment.code.coding:AssessmentTyprequiredhttps://tiplu.de/fhir/maia/ValueSet/MaiaRiskPredictionModelAssessmentTypeVS
RiskAssessment.prediction.outcome.coding:MaiaRiskResultCategoryrequiredhttps://tiplu.de/fhir/maia/ValueSet/MaiaRiskResultCategoryVS