Question Answering on Patient Medical Records with Private Fine-Tuned LLMs
Paper • 2501.13687 • Published • 9
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Determine if the following FHIR resource is relevant to the query. | Query: What is my current medication and when it was last prescribed?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'ht... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last ultrasound and what was it for?, FHIR Resource: {'resourceType': 'Encounter', 'status': 'finished', 'class': {'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'code': 'AMB'}, 'type': [{'coding': [{'system': 'http://snomed.info/sct', 'code': '185347001', 'display': 'Encounter for pro... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last WBC count test?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'resolved'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-ve... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last MCHC test?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '73761001', 'display': 'Colonoscopy'}], 'text': 'Colonoscopy'}, 'subject': {'reference': 'urn:uuid:514d3cd5-9d59-c1c1-9... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my body weight and height reported in my last physical check-up?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '868187001', 'display': 'Assessment using Car, Relax, Alone, Forget, Friends, Trouble S... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my prenatal amniotic fluid screening technique procedure?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'active'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my most recent immunization?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the results of my last Basic Metabolic Panel?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'resolved'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/con... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last flu vaccination?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'version': 'http://snomed.info/sct/731000124108', 'code': '454711000124102', 'display': 'Depression screening using Patient Health Ques... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my Glomerular filtration rate when it was last checked?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': '... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the results of my substance use assessment?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'version': 'http://snomed.info/sct/731000124108', 'code': '454711000124102', 'display': 'Depression screening using... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last blood test concerning Creatinine level?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'syst... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is my latest pharmacy insurance claim?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'pharmacy'}]}, 'patient': {'reference': 'urn:uuid:f6e6ce1a-0bb3-064f-eafd-4dd97d7a23b2'}, 'created': ... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last wheezing episode resolved?, FHIR Resource: {'resourceType': 'Immunization', 'status': 'completed', 'vaccineCode': {'coding': [{'system': 'http://hl7.org/fhir/sid/cvx', 'code': '140', 'display': 'Influenza, seasonal, injectable, preservative free'}], 'text': 'Influenza, seasonal, injectable, pres... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What's my cholesterol level and way of management?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'professional'}]}, 'patient': {'reference': 'urn:uuid:54d00ea5-8424-ad80-c280-a1d881891ca3'}, ... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my cholesterol level in 2011?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code':... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my protein level in the blood test done in 2016?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my body height measurement during my last check-up in 2023?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'resolved'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/C... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is my smoking status?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '8867-4',... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my BMI in February 2019?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '227... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the results of my latest blood tests?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org'... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What has been the trend of my respiratory rate over the years?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': '... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the results of my last Basic Metabolic Panel?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://lo... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the levels of my calcium, glucose, and protein during my last lab tests?, FHIR Resource: {'resourceType': 'Encounter', 'status': 'finished', 'class': {'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'code': 'AMB'}, 'type': [{'coding': [{'system': 'http://snomed.info/sct', 'code': '7029270... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last sodium level test?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'resolved'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my Body Mass Index (BMI) measurement in my last check up?, FHIR Resource: {'resourceType': 'Encounter', 'status': 'finished', 'class': {'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'code': 'AMB'}, 'type': [{'coding': [{'system': 'http://snomed.info/sct', 'code': '410620009', 'display': ... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my last known Body Mass Index (BMI)?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', ... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was the last time I received the influenza vaccine?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://l... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What immunizations have I completed this year and when?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last Respiratory rate measurement and what was the result?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'social-history', 'display': 'Social history'}]}], 'code': {'coding':... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my blood pressure at my last check-up?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.or... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the reason for my most recent health insurance claim?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '443529005', 'display': 'Detection of chromosomal aneuploidy in prenatal amniotic fluid specimen u... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my last immunization and when was it performed?, FHIR Resource: {'resourceType': 'Immunization', 'status': 'completed', 'vaccineCode': {'coding': [{'system': 'http://hl7.org/fhir/sid/cvx', 'code': '208', 'display': 'COVID-19, mRNA, LNP-S, PF, 30 mcg/0.3 mL dose'}], 'text': 'COVID-19, mRNA, LNP-S, PF, 30... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the results of my urine tests?, FHIR Resource: {'resourceType': 'MedicationRequest', 'status': 'stopped', 'intent': 'order', 'medicationCodeableConcept': {'coding': [{'system': 'http://www.nlm.nih.gov/research/umls/rxnorm', 'code': '314076', 'display': 'lisinopril 10 MG Oral Tablet'}], 'text': 'lisinop... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is my current body mass index (BMI)?, FHIR Resource: {'resourceType': 'CarePlan', 'status': 'active', 'intent': 'order', 'category': [{'coding': [{'system': 'http://hl7.org/fhir/us/core/CodeSystem/careplan-category', 'code': 'assess-plan'}]}, {'coding': [{'system': 'http://snomed.info/sct', 'code': '4434020... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What are the results of my recent cholesterol test?, FHIR Resource: {'resourceType': 'CarePlan', 'status': 'active', 'intent': 'order', 'category': [{'coding': [{'system': 'http://hl7.org/fhir/us/core/CodeSystem/careplan-category', 'code': 'assess-plan'}]}, {'coding': [{'system': 'http://snomed.info/sct', 'code'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my last recorded heart rate?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When did I have my wrist sprain?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '1826... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my heart rate during my last visit?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', '... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my Glomerular filtration rate when it was last checked?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': '... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: Was my most recent medical visit because of pain?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'pharmacy'}]}, 'patient': {'reference': 'urn:uuid:dbdacc6d-dc6c-16c3-35b3-4c21dd936e72'}, 'crea... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is the status of my blood pressure?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '5880005', 'display': 'Physical examination procedure (procedure)'}], 'text': 'Physical examination procedure (procedure... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my calcium level in my last checkup?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', ... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my body height in 2018?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '39... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When did I last have a Medicaid claim for a pharmacy service?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '430193006', 'display': 'Medication Reconciliation (procedure)'}], 'text': 'Medication Reconciliati... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the level of protein in my urine in 2005?, FHIR Resource: {'resourceType': 'DiagnosticReport', 'status': 'final', 'category': [{'coding': [{'system': 'http://loinc.org', 'code': '34117-2', 'display': 'History and physical note'}, {'system': 'http://loinc.org', 'code': '51847-2', 'display': 'Evaluation +... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: Was there any irregularity in my blood platelet count in the past?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system':... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my latest protein test in urine using test strip?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'resolved'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.o... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the size of my last polyp?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': ... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was the last time I was tested for COVID-19?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'professional'}]}, 'patient': {'reference': 'urn:uuid:e4ffe2ab-c54d-f9f9-c22e-09bc9d528440'}, '... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the diagnosis from my last office visit?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: Has my respiratory rate improved since my last visit?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://lo... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were my Calcium levels in my latest blood test results?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my urine glucose test in 2013?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'professional'}]}, 'patient': {'reference': 'urn:uuid:dbffb26f-e217-c238-a3a0-bd95c8f25dea'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: How often have I been tested for glucose?, FHIR Resource: {'resourceType': 'DiagnosticReport', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/v2-0074', 'code': 'LAB', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '24357-6', ... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the levels of my calcium, glucose, and protein during my last lab tests?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'codi... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What has been my average body weight?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'resolved'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-ver-status'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What medications was I prescribed in 2017?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'pharmacy'}]}, 'patient': {'reference': 'urn:uuid:e0c48585-c193-4410-d31f-44bce8786e81'}, 'created': '... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my Body Mass Index test conducted recently?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last prenatal visit?, FHIR Resource: {'resourceType': 'AllergyIntolerance', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/allergyintolerance-clinical', 'code': 'active'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/allergyint... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my body height measurement in 2020?, FHIR Resource: {'resourceType': 'Immunization', 'status': 'completed', 'vaccineCode': {'coding': [{'system': 'http://hl7.org/fhir/sid/cvx', 'code': '03', 'display': 'MMR'}], 'text': 'MMR'}, 'patient': {'reference': 'urn:uuid:9d3c462d-67bf-e47d-6662-1972a3e58fd5'}, 'o... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were my Calcium levels in my latest blood test results?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'survey', 'display': 'Survey'}]}], 'code': {'coding': [{'system': 'http://loinc... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last Glomerular filtration rate test?, FHIR Resource: {'resourceType': 'Encounter', 'status': 'finished', 'class': {'system': 'http://terminology.hl7.org/CodeSystem/v3-ActCode', 'code': 'AMB'}, 'type': [{'coding': [{'system': 'http://snomed.info/sct', 'code': '390906007', 'display': 'Fo... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last Hep A immunization?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my anxiety score from my latest GAD-7 assessment?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http:/... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is the status of my chronic low back pain?, FHIR Resource: {'resourceType': 'DiagnosticReport', 'status': 'final', 'category': None, 'code': {'coding': [{'system': 'http://loinc.org', 'code': '55757-9', 'display': 'Patient Health Questionnaire 2 item (PHQ-2) [Reported]'}], 'text': 'Patient Health Questionna... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: How often have I been tested for glucose?, FHIR Resource: {'resourceType': 'Medication', 'code': {'coding': [{'system': 'http://www.nlm.nih.gov/research/umls/rxnorm', 'code': '311700', 'display': 'Midazolam 1 MG/ML Injectable Solution'}], 'text': 'Midazolam 1 MG/ML Injectable Solution'}, 'status': 'active', 'man... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my body weight and height reported in my last physical check-up?, FHIR Resource: {'resourceType': 'DiagnosticReport', 'status': 'final', 'category': None, 'code': {'coding': [{'system': 'http://loinc.org', 'code': '69737-5', 'display': 'Generalized anxiety disorder 7 item (GAD-7)'}], 'text': 'Generalize... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my albumin level on my last lab report?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'version': 'http://snomed.info/sct/731000124108', 'code': '454711000124102', 'display': 'Depression screening using Pati... | Irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is the current status of my hypertension condition?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://l... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What are the results of my recent cholesterol test?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'pharmacy'}]}, 'patient': {'reference': 'urn:uuid:16b26ede-3b83-0c0d-50d7-bed56a0e499f'}, 'cr... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What type of procedure was completed on me recently?, FHIR Resource: {'resourceType': 'DiagnosticReport', 'status': 'final', 'category': [{'coding': [{'system': 'http://loinc.org', 'code': '34117-2', 'display': 'History and physical note'}, {'system': 'http://loinc.org', 'code': '51847-2', 'display': 'Evaluation... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last prenatal visit?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '44608003', 'display': 'Blood group typing (procedure)'}], 'text': 'Blood group typing (procedure)'}, 'subject': {'reference': '... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When is my next medication review due?, FHIR Resource: {'resourceType': 'Immunization', 'status': 'completed', 'vaccineCode': {'coding': [{'system': 'http://hl7.org/fhir/sid/cvx', 'code': '208', 'display': 'COVID-19, mRNA, LNP-S, PF, 30 mcg/0.3 mL dose'}], 'text': 'COVID-19, mRNA, LNP-S, PF, 30 mcg/0.3 mL dose'}... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What specific tests have I undergone during my prenatal visits?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '274804006', 'display': 'Evaluation of uterine fundal height'}], 'text': 'Evaluation of uterine f... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my weight-for-length percentile in the last checkup?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'h... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: Who is my insurance provider?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '169690007', 'display': 'Rubella screening'}], 'text': 'Rubella screening'}, 'subject': {'reference': 'urn:uuid:050e0d4a-707c-1235-... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last Syphilis test?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What medication was I prescribed on 2021-03-07?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my heart rate during my last checkup?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '301882004', 'display': 'Placement of aortic cross clamp (procedure)'}], 'text': 'Placement of aortic cross clamp ... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last immunization and which vaccine was it for?, FHIR Resource: {'resourceType': 'Immunization', 'status': 'completed', 'vaccineCode': {'coding': [{'system': 'http://hl7.org/fhir/sid/cvx', 'code': '49', 'display': 'Hib (PRP-OMP)'}], 'text': 'Hib (PRP-OMP)'}, 'patient': {'reference': 'urn:uuid:4c05625... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is my current blood pH level?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '45... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What is my smoking history?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '275833003', 'display': 'AFP test - antenatal'}], 'text': 'AFP test - antenatal'}, 'subject': {'reference': 'urn:uuid:a1b96574-ccf6-a... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my anxiety level score on my last visit?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '44608003', 'display': 'Blood group typing (procedure)'}], 'text': 'Blood group typing (procedure)'}, 'subject'... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was my last imaging study and what was it for?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my body temperature when I last checked?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '430193006', 'display': 'Medication Reconciliation (procedure)'}], 'text': 'Medication Reconciliation (procedur... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my heart rate during my last visit?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org',... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last cholesterol test?, FHIR Resource: {'resourceType': 'ExplanationOfBenefit', 'status': 'active', 'type': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/claim-type', 'code': 'pharmacy'}]}, 'patient': {'reference': 'urn:uuid:1bcd9d9b-d6dc-7696-e138-3ea17764e8e3'}, 'creat... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What are my current medications?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http://loinc.org', 'code': '83... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was the last time my blood calcium level checked?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '171207006', 'display': 'Depression screening (procedure)'}], 'text': 'Depression screening (procedure)'},... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last blood glucose test?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'http://loinc.o... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my fall risk score from the Morse Fall Scale?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '762993000', 'display': 'Assessment using Morse Fall Scale (procedure)'}], 'text': 'Assessment using Morse... | relevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my lipid panel test?, FHIR Resource: {'resourceType': 'DiagnosticReport', 'status': 'final', 'category': None, 'code': {'coding': [{'system': 'http://loinc.org', 'code': '55757-9', 'display': 'Patient Health Questionnaire 2 item (PHQ-2) [Reported]'}], 'text': 'Patient Health Questionnaire ... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: Have I ever been tested for Hepatitis C?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'social-history', 'display': 'Social history'}]}], 'code': {'coding': [{'system': 'http://loinc.org... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What were the results of my last basic metabolic panel?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '710841007', 'display': 'Assessment of anxiety (procedure)'}], 'text': 'Assessment of anxiety (procedure)... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my anxiety score from my latest GAD-7 assessment?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'vital-signs', 'display': 'Vital signs'}]}], 'code': {'coding': [{'system': 'http... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the reason for my most recent health insurance claim?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {'coding': [{'system': 'ht... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was the result of my last Patient Health Questionnaire 2 item (PHQ-2) total score?, FHIR Resource: {'resourceType': 'Observation', 'status': 'final', 'category': [{'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/observation-category', 'code': 'laboratory', 'display': 'Laboratory'}]}], 'code': {... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: What was my heart rate during my last observation?, FHIR Resource: {'resourceType': 'Condition', 'clinicalStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-clinical', 'code': 'active'}]}, 'verificationStatus': {'coding': [{'system': 'http://terminology.hl7.org/CodeSystem/condition-... | irrelevant |
Determine if the following FHIR resource is relevant to the query. | Query: When was the last time I had a depression screening?, FHIR Resource: {'resourceType': 'Procedure', 'status': 'completed', 'category': None, 'code': {'coding': [{'system': 'http://snomed.info/sct', 'code': '715252007', 'display': 'Depression screening using Patient Health Questionnaire Nine Item score (procedure)... | relevant |
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Dataset Card
This repository contains the dataset introduced in the paper Question Answering on Patient Medical Records with Private Fine-Tuned LLMs.
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