SGHI FHIR Profile Implementation Guide
0.1.0 - ci-build
SGHI FHIR Profile Implementation Guide, published by Kathurima Kimathi. This guide is not an authorized publication; it is the continuous build for version 0.1.0 built by the FHIR (HL7® FHIR® Standard) CI Build. This version is based on the current content of https://github.com/savannahghi/sil_fhir_profile_ig/ and changes regularly. See the Directory of published versions
| Official URL: https://fhir.slade360.co.ke/fhir/StructureMap/ExtractInpatientNutritionScreening | Version: 0.1.0 | |||
| Active as of 2026-09-14 | Computable Name: ExtractInpatientNutritionScreening | |||
The MUST score becomes one Observation carrying the total with its three steps as components, plus a RiskAssessment for the band. The nutritional plan becomes a CarePlan, and a score in the high-risk band raises a dietitian referral. That referral is intent proposal and status draft deliberately: a map should not put an active order in a dietitian's queue on its own, so it arrives as something a clinician signs.
/// url = 'https://fhir.slade360.co.ke/fhir/StructureMap/ExtractInpatientNutritionScreening' /// name = 'ExtractInpatientNutritionScreening' /// title = 'Inpatient Nutrition Screening (MUST) Extraction' /// status = 'active' /// description = 'The MUST score becomes one Observation carrying the total with its three steps as components, plus a RiskAssessment for the band. The nutritional plan becomes a CarePlan, and a score in the high-risk band raises a dietitian referral. That referral is intent `proposal` and status `draft` deliberately: a map should not put an active order in a dietitian\'s queue on its own, so it arrives as something a clinician signs.' uses "http://hl7.org/fhir/StructureDefinition/QuestionnaireResponse" alias QR as source uses "http://hl7.org/fhir/StructureDefinition/Bundle" alias Bundle as target uses "http://hl7.org/fhir/StructureDefinition/Observation" alias Observation as target uses "http://hl7.org/fhir/StructureDefinition/RiskAssessment" alias RiskAssessment as target uses "http://hl7.org/fhir/StructureDefinition/CarePlan" alias CarePlan as target uses "http://hl7.org/fhir/StructureDefinition/ServiceRequest" alias ServiceRequest as target group ExtractInpatientNutritionScreening(source qr : QR, target bundle : Bundle) { qr -> bundle.type = 'transaction' "setBundleType"; // ── MUST score ───────────────────────────────────────────────────────────── // LOINC has 101789-6 for the screening itself and 101807-6 for its result // indicator, but nothing for the three steps, so those carry local codes. qr.item as gM where ((linkId = 'must') and item.answer.value.ofType(Coding).exists()) then { gM -> bundle.entry as entryM, entryM.resource = create('Observation') as obsM then { qr -> obsM, entryM then BuildObsBase(qr, obsM, entryM) "mustBase"; qr -> obsM then SetSurveyCategory(qr, obsM) "mustCategory"; qr -> obsM.code as code then { qr -> code.coding as coding then { qr -> coding.system = 'http://loinc.org' "codeSystem"; qr -> coding.code = '101789-6' "codeCode"; qr -> coding.display = 'Malnutrition risk screening' "codeDisplay"; } "codeCoding"; qr -> code.text = 'MUST score' "codeText"; } "mustCode"; // The submitted total wins; otherwise sum the answers, reading each // weight off the tail of its code (must-loss-2 is worth 2). Guarded on // all three steps being answered -- MUST is a sum of three, and a sum of // two banded as low risk would send a wasting patient home. gM where (item.answer.value.ofType(Coding).count() = 3) then { gM -> obsM.value = evaluate(gM, iif(item.where(linkId = 'must.total').answer.value.exists(), item.where(linkId = 'must.total').answer.value, item.answer.value.ofType(Coding).code.select($this.split('-').last().toInteger()).aggregate($this + $total, 0))) "mustTotalValue"; } "mustTotalRule"; gM.item as it where ((linkId = 'must.bmi') and answer.value.exists()) -> obsM.component as comp then { it -> comp.code as code then { it -> code.coding as coding then { it -> coding.system = 'https://fhir.slade360.co.ke/fhir/CodeSystem/inpatient-clinical-concept-codesystem' "codeSystem"; it -> coding.code = 'must-bmi-score' "codeCode"; it -> coding.display = 'BMI score (MUST)' "codeDisplay"; } "codeCoding"; } "bmiCode"; it -> comp then SetComponentCodedValue(it, comp) "bmiValue"; } "mustBmiRule"; gM.item as it where ((linkId = 'must.loss') and answer.value.exists()) -> obsM.component as comp then { it -> comp.code as code then { it -> code.coding as coding then { it -> coding.system = 'https://fhir.slade360.co.ke/fhir/CodeSystem/inpatient-clinical-concept-codesystem' "codeSystem"; it -> coding.code = 'must-weight-loss-score' "codeCode"; it -> coding.display = 'Unplanned weight loss score (MUST)' "codeDisplay"; } "codeCoding"; } "lossCode"; it -> comp then SetComponentCodedValue(it, comp) "lossValue"; } "mustLossRule"; gM.item as it where ((linkId = 'must.acute') and answer.value.exists()) -> obsM.component as comp then { it -> comp.code as code then { it -> code.coding as coding then { it -> coding.system = 'https://fhir.slade360.co.ke/fhir/CodeSystem/inpatient-clinical-concept-codesystem' "codeSystem"; it -> coding.code = 'must-acute-disease-score' "codeCode"; it -> coding.display = 'Acute disease effect score (MUST)' "codeDisplay"; } "codeCoding"; } "acuteCode"; it -> comp then SetComponentCodedValue(it, comp) "acuteValue"; } "mustAcuteRule"; qr -> obsM, bundle then AddMustRiskAssessment(obsM, qr, bundle) "mustBand"; // BAPEN's management guidance for a MUST of 2 or more is to refer to a // dietitian, so a high-risk score raises the referral rather than leaving // it to be remembered. Draft and proposal: it needs a signature. qr -> obsM, bundle then AddDietitianReferral(obsM, qr, bundle) "dietitianReferral"; } "mustObservation"; } "mustRule"; // ── Nutritional plan ─────────────────────────────────────────────────────── qr.item as itP where ((linkId = 'plan') and answer.value.exists()) then { itP.answer first as aP then { aP -> bundle.entry as entryC, entryC.resource = create('CarePlan') as plan then { qr -> plan.id = uuid() then SetCarePlanFullUrl(plan, entryC) "idAndFullUrl"; qr -> entryC.request as request then { qr -> request.method = 'POST' "requestMethod"; qr -> request.url = 'CarePlan' "requestUrl"; } "entryRequest"; qr -> plan.status = 'active' "status"; qr -> plan.intent = 'plan' "intent"; qr -> plan.category as cat then { qr -> cat.coding as coding then { qr -> coding.system = 'https://fhir.slade360.co.ke/fhir/CodeSystem/inpatient-clinical-concept-codesystem' "categorySystem"; qr -> coding.code = 'nutrition-care-plan' "categoryCode"; qr -> coding.display = 'Nutritional plan' "categoryDisplay"; } "categoryCoding"; } "category"; qr -> plan.title = 'Nutritional plan' "title"; aP.value as v -> plan.description = v "description"; qr.subject as s -> plan.subject = s; qr.encounter as e -> plan.encounter = e; qr.authored as t -> plan.created = t "created"; qr.author as a -> plan.contributor = a "contributorFromAuthor"; qr where (author.exists().not()) then { qr.source as src -> plan.contributor = src "contributorFromSource"; } "contributorFallback"; qr -> plan.supportingInfo = create('Reference') as ref then { qr.id as qid -> ref.reference = qid "supportingInfoRef"; } "linkQuestionnaireResponse"; } "carePlan"; } "planAnswer"; } "planRule"; } // ───────────────────────────────────────────────────────────────────────────── // MUST bands (BAPEN): 0 low risk, 1 medium risk, 2 or more high risk. // ───────────────────────────────────────────────────────────────────────────── group AddMustRiskAssessment(source obs : Observation, source qr : QR, target bundle : Bundle) { obs where (value.ofType(integer) = 0) -> bundle.entry as entry, entry.resource = create('RiskAssessment') as ra then { qr -> ra, entry then BuildRiskBase(qr, obs, ra, entry) "riskBase"; qr -> ra then SetMustRiskCode(qr, ra) "riskCode"; qr -> ra.prediction as pred then { qr -> pred.qualitativeRisk as risk then { qr -> risk.coding as coding then { qr -> coding.system = 'http://terminology.hl7.org/CodeSystem/risk-probability' "riskSystem"; qr -> coding.code = 'low' "riskCode"; qr -> coding.display = 'Low likelihood' "riskDisplay"; } "riskCoding"; qr -> risk.text = 'Low risk' "riskText"; } "qualitativeRisk"; } "prediction"; } "mustLow"; obs where (value.ofType(integer) = 1) -> bundle.entry as entry, entry.resource = create('RiskAssessment') as ra then { qr -> ra, entry then BuildRiskBase(qr, obs, ra, entry) "riskBase"; qr -> ra then SetMustRiskCode(qr, ra) "riskCode"; qr -> ra.prediction as pred then { qr -> pred.qualitativeRisk as risk then { qr -> risk.coding as coding then { qr -> coding.system = 'http://terminology.hl7.org/CodeSystem/risk-probability' "riskSystem"; qr -> coding.code = 'moderate' "riskCode"; qr -> coding.display = 'Moderate likelihood' "riskDisplay"; } "riskCoding"; qr -> risk.text = 'Medium risk' "riskText"; } "qualitativeRisk"; } "prediction"; } "mustMedium"; obs where (value.ofType(integer) >= 2) -> bundle.entry as entry, entry.resource = create('RiskAssessment') as ra then { qr -> ra, entry then BuildRiskBase(qr, obs, ra, entry) "riskBase"; qr -> ra then SetMustRiskCode(qr, ra) "riskCode"; qr -> ra.prediction as pred then { qr -> pred.qualitativeRisk as risk then { qr -> risk.coding as coding then { qr -> coding.system = 'http://terminology.hl7.org/CodeSystem/risk-probability' "riskSystem"; qr -> coding.code = 'high' "riskCode"; qr -> coding.display = 'High likelihood' "riskDisplay"; } "riskCoding"; qr -> risk.text = 'High risk' "riskText"; } "qualitativeRisk"; } "prediction"; } "mustHigh"; } group SetMustRiskCode(source qr : QR, target ra : RiskAssessment) { qr -> ra.code as code then { qr -> code.coding as coding then { qr -> coding.system = 'http://loinc.org' "codeSystem"; qr -> coding.code = '101807-6' "codeCode"; qr -> coding.display = 'Malnutrition risk screen results indicator' "codeDisplay"; } "codeCoding"; } "code"; } group AddDietitianReferral(source obs : Observation, source qr : QR, target bundle : Bundle) { obs where (value.ofType(integer) >= 2) -> bundle.entry as entry, entry.resource = create('ServiceRequest') as sr then { qr -> sr.id = uuid() then SetServiceRequestFullUrl(sr, entry) "idAndFullUrl"; qr -> entry.request as request then { qr -> request.method = 'POST' "requestMethod"; qr -> request.url = 'ServiceRequest' "requestUrl"; } "entryRequest"; qr -> sr.status = 'draft' "status"; qr -> sr.intent = 'proposal' "intent"; qr -> sr.priority = 'routine' "priority"; // R5 ServiceRequest.code is a CodeableReference, so the concept sits one // level down. qr -> sr.code as codeRef then { qr -> codeRef.concept as concept then { qr -> concept.coding as coding then { qr -> coding.system = 'https://fhir.slade360.co.ke/fhir/CodeSystem/inpatient-clinical-concept-codesystem' "codeSystem"; qr -> coding.code = 'dietitian-referral' "codeCode"; qr -> coding.display = 'Referral to a dietitian' "codeDisplay"; } "codeCoding"; qr -> concept.text = 'Referral to a dietitian' "codeText"; } "codeConcept"; } "serviceRequestCode"; qr -> sr.performerType as pt then { qr -> pt.coding as coding then { qr -> coding.system = 'https://fhir.slade360.co.ke/fhir/CodeSystem/practitioner-specialty-codesystem' "performerTypeSystem"; qr -> coding.code = 'nutritionist' "performerTypeCode"; } "performerTypeCoding"; qr -> pt.text = 'Nutritionist' "performerTypeText"; } "performerType"; qr.subject as s -> sr.subject = s; qr.encounter as e -> sr.encounter = e; qr.authored as t -> sr.authoredOn = t "authoredOn"; qr.author as a -> sr.requester = a "requesterFromAuthor"; qr where (author.exists().not()) then { qr.source as src -> sr.requester = src "requesterFromSource"; } "requesterFallback"; // Why this referral exists: the score that triggered it. obs.id as oid -> sr.reason as reason then { oid -> reason.reference = create('Reference') as ref then { oid -> ref.reference = append('Observation/', oid) "reasonRef"; } "reasonTarget"; } "reason"; qr -> sr.supportingInfo as si then { qr -> si.reference = create('Reference') as ref then { qr.id as qid -> ref.reference = qid "supportingInfoRef"; } "supportingInfoTarget"; } "linkQuestionnaireResponse"; } "dietitianReferral"; } // ───────────────────────────────────────────────────────────────────────────── // Shared scaffolding. Repeated in each map rather than imported: the transform // engine resolves `imports` against whatever StructureMaps happen to be on the // server, and a form that stops extracting because a shared map was not // uploaded is a worse failure than a duplicated group. // ───────────────────────────────────────────────────────────────────────────── // Two notes on what the publisher's StructureMap validator says about this file. // Source parameters below are left untyped on purpose. Writing `: Element` makes // the validator compare QuestionnaireResponse.item against the literal 'Element' // and report them as incompatible with each other, which is noise, not a finding. // Untyped, it says only that it cannot check the paths. // `evaluate(context, expression)` is flagged as "takes 1 parameter but 2 were // found". Leave it. The FML parser in the same jar refuses the one-argument form // outright -- it wants a parameter, a comma, then the FHIRPath -- so the publisher // is objecting to what its own compiler emits. Two arguments is the only form that // compiles, and it is what the R5 transform engine executes. group BuildObsBase(source qr : QR, target obs : Observation, target entry) { qr -> obs.id = uuid() then SetObservationFullUrl(obs, entry) "idAndFullUrl"; qr -> entry.request as request then { qr -> request.method = 'POST' "requestMethod"; qr -> request.url = 'Observation' "requestUrl"; } "entryRequest"; qr -> obs.status = 'final' "status"; qr.subject as s -> obs.subject = s; qr.encounter as e -> obs.encounter = e; qr.authored as t -> obs.effective = t "effective"; qr.source as src -> obs.performer = src "performerFromSource"; qr where (source.exists().not()) then { qr.author as a -> obs.performer = a "performerFromAuthor"; } "performerFallback"; qr -> obs.derivedFrom = create('Reference') as ref then { qr.id as qid -> ref.reference = qid "derivedFromRef"; } "linkQuestionnaireResponse"; } group BuildRiskBase(source qr : QR, source obs : Observation, target ra : RiskAssessment, target entry) { qr -> ra.id = uuid() then SetRiskAssessmentFullUrl(ra, entry) "idAndFullUrl"; qr -> entry.request as request then { qr -> request.method = 'POST' "requestMethod"; qr -> request.url = 'RiskAssessment' "requestUrl"; } "entryRequest"; qr -> ra.status = 'final' "status"; qr.subject as s -> ra.subject = s; qr.encounter as e -> ra.encounter = e; qr.authored as t -> ra.occurrence = t "occurrence"; qr.author as a -> ra.performer = a "performerFromAuthor"; qr where (author.exists().not()) then { qr.source as src -> ra.performer = src "performerFromSource"; } "performerFallback"; qr -> ra.basis = create('Reference') as qref then { qr.id as qid -> qref.reference = qid "basisQuestionnaireResponse"; } "basisResponse"; obs.id as oid -> ra.basis = create('Reference') as oref then { oid -> oref.reference = append('Observation/', oid) "basisObservationRef"; } "basisObservation"; } group SetComponentCodedValue(source it, target comp) { it.answer first as a then { a.value as cv -> comp.value = create('CodeableConcept') as cc then { cv -> cc.coding = cv "valueCoding"; cv.display as d -> cc.text = d "valueText"; } "codedValue"; } "componentAnswer"; } group SetSurveyCategory(source qr : QR, target obs : Observation) { qr -> obs.category as cat then { qr -> cat.coding as coding then { qr -> coding.system = 'http://terminology.hl7.org/CodeSystem/observation-category' "categorySystem"; qr -> coding.code = 'survey' "categoryCode"; qr -> coding.display = 'Survey' "categoryDisplay"; } "categoryCoding"; } "category"; } group SetObservationFullUrl(source obs : Observation, target entry) { obs.id as id -> entry.fullUrl = append('https://fhir.slade360.co.ke/fhir/Observation/', id) "assignFullUrl"; } group SetRiskAssessmentFullUrl(source ra : RiskAssessment, target entry) { ra.id as id -> entry.fullUrl = append('https://fhir.slade360.co.ke/fhir/RiskAssessment/', id) "assignFullUrl"; } group SetCarePlanFullUrl(source plan : CarePlan, target entry) { plan.id as id -> entry.fullUrl = append('https://fhir.slade360.co.ke/fhir/CarePlan/', id) "assignFullUrl"; } group SetServiceRequestFullUrl(source sr : ServiceRequest, target entry) { sr.id as id -> entry.fullUrl = append('https://fhir.slade360.co.ke/fhir/ServiceRequest/', id) "assignFullUrl"; }