/// <summary>Return a new record populated with fake data.</summary>
public DeathRecord Generate(bool simple = false)
{
DeathRecord record = new DeathRecord();
Random random = new Random();
Bogus.Faker faker = new Bogus.Faker("en");
MortalityData dataHelper = MortalityData;
// Grab Gender enum value
Bogus.DataSets.Name.Gender gender = sex == "Male" ? Bogus.DataSets.Name.Gender.Male : Bogus.DataSets.Name.Gender.Female;
// Was married?
bool wasMarried = faker.Random.Bool();
record.Identifier = Convert.ToString(faker.Random.Number(999999));
// record.BundleIdentifier = Convert.ToString(faker.Random.Number(999999));
DateTime date = faker.Date.Recent();
record.CertifiedTime = date.ToString("s");
record.RegisteredTime = new DateTimeOffset(date.AddDays(-1).Year, date.AddDays(-1).Month, date.AddDays(-1).Day, 0, 0, 0, TimeSpan.Zero).ToString("s");
record.StateLocalIdentifier = Convert.ToString(faker.Random.Number(999999));
// Basic Decedent information
record.GivenNames = new string[] { faker.Name.FirstName(gender), faker.Name.FirstName(gender) };
record.FamilyName = faker.Name.LastName(gender);
record.Suffix = faker.Name.Suffix();
if (gender == Bogus.DataSets.Name.Gender.Female && wasMarried)
{
record.MaidenName = faker.Name.LastName(gender);
}
record.AliasGivenNames = new string[] { faker.Name.FirstName(gender) };
record.AliasFamilyName = faker.Name.LastName(gender);
record.FatherFamilyName = record.FamilyName;
record.FatherGivenNames = new string[] { faker.Name.FirstName(Bogus.DataSets.Name.Gender.Male), faker.Name.FirstName(Bogus.DataSets.Name.Gender.Male) };
record.FatherSuffix = faker.Name.Suffix();
record.MotherGivenNames = new string[] { faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female), faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female) };
record.MotherMaidenName = faker.Name.LastName(Bogus.DataSets.Name.Gender.Female);
record.MotherSuffix = faker.Name.Suffix();
record.SpouseGivenNames = new string[] { faker.Name.FirstName(), faker.Name.FirstName() };
record.SpouseFamilyName = record.FamilyName;
record.SpouseSuffix = faker.Name.Suffix();
record.BirthRecordId = Convert.ToString(faker.Random.Number(999999));
record.Gender = gender.ToString().ToLower();
record.SSN = faker.Person.Ssn().Replace("-", string.Empty);
DateTime birth = faker.Date.Past(123, DateTime.Today.AddYears(-18));
DateTime death = faker.Date.Recent();
DateTimeOffset birthUtc = new DateTimeOffset(birth.Year, birth.Month, birth.Day, 0, 0, 0, TimeSpan.Zero);
DateTimeOffset deathUtc = new DateTimeOffset(death.Year, death.Month, death.Day, 0, 0, 0, TimeSpan.Zero);
record.DateOfBirth = birthUtc.ToString("yyyy-MM-dd");
record.DateOfDeath = deathUtc.ToString("yyyy-MM-dd");
int age = death.Year - birth.Year;
if (birthUtc > deathUtc.AddYears(-age))
{
age--;
}
record.AgeAtDeath = new Dictionary <string, string>()
{
{ "value", age.ToString() }, { "unit", "a" }
};
// Birthsex
record.BirthSex = gender.ToString()[0].ToString();
// Place of residence
Dictionary <string, string> residence = new Dictionary <string, string>();
PlaceCode residencePlace = dataHelper.StateCodeToRandomPlace(state);
residence.Add("addressLine1", $"{faker.Random.Number(999) + 1} {faker.Address.StreetName()}");
residence.Add("addressCity", residencePlace.City);
residence.Add("addressCounty", residencePlace.County);
residence.Add("addressState", state);
residence.Add("addressCountry", "United States");
record.Residence = residence;
// Residence Within City Limits
record.ResidenceWithinCityLimitsBoolean = true;
// Place of birth
Dictionary <string, string> placeOfBirth = new Dictionary <string, string>();
PlaceCode placeOfBirthPlace = dataHelper.StateCodeToRandomPlace(state);
placeOfBirth.Add("addressCity", placeOfBirthPlace.City);
placeOfBirth.Add("addressCounty", placeOfBirthPlace.County);
placeOfBirth.Add("addressState", state);
placeOfBirth.Add("addressCountry", "United States");
record.PlaceOfBirth = placeOfBirth;
// Place of death
PlaceCode placeOfDeathPlace = dataHelper.StateCodeToRandomPlace(state);
record.DeathLocationName = placeOfDeathPlace.City + " Hospital";
Dictionary <string, string> deathLocationType = new Dictionary <string, string>();
deathLocationType.Add("code", "16983000");
deathLocationType.Add("system", "http://snomed.info/sct");
deathLocationType.Add("display", "Death in hospital");
record.DeathLocationType = deathLocationType;
Dictionary <string, string> placeOfDeath = new Dictionary <string, string>();
placeOfDeath.Add("addressLine1", $"{faker.Random.Number(999) + 1} {faker.Address.StreetName()}");
placeOfDeath.Add("addressCity", placeOfDeathPlace.City);
placeOfDeath.Add("addressCounty", placeOfDeathPlace.County);
placeOfDeath.Add("addressState", state);
placeOfDeath.Add("addressCountry", "United States");
record.DeathLocationAddress = placeOfDeath;
record.DeathLocationJurisdiction = state;
// Marital status
Dictionary <string, string> maritalStatus = new Dictionary <string, string>();
Tuple <string, string>[] maritalStatusCodes =
{
Tuple.Create("M", "Married"),
Tuple.Create("D", "Divorced"),
Tuple.Create("W", "Widowed"),
};
Tuple <string, string> maritalStatusCode = faker.Random.ArrayElement <Tuple <string, string> >(maritalStatusCodes);
if (!wasMarried)
{
maritalStatusCode = Tuple.Create("S", "Never Married");
}
maritalStatus.Add("code", maritalStatusCode.Item1);
maritalStatus.Add("system", "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus");
maritalStatus.Add("display", maritalStatusCode.Item2);
record.MaritalStatus = maritalStatus;
// Ethnicity
if (faker.Random.Bool() && !simple)
{
var ethnicityDetailed = dataHelper.CDCEthnicityCodes.ElementAt(2 + faker.Random.Number(15));
Tuple <string, string>[] ethnicity =
{
Tuple.Create("Hispanic or Latino", "2135-2"),
Tuple.Create(ethnicityDetailed.Value, ethnicityDetailed.Key)
};
record.Ethnicity = ethnicity;
}
else
{
Tuple <string, string>[] ethnicity = { Tuple.Create("Not Hispanic or Latino", "2186-5") };
record.Ethnicity = ethnicity;
}
// Race
if (!simple)
{
Tuple <string, string>[] ombRaces =
{
Tuple.Create("Black or African American", "2054-5"),
Tuple.Create("Asian", "2028-9"),
Tuple.Create("American Indian or Alaska Native", "1002-5"),
Tuple.Create("Native Hawaiian or Other Pacific Islander", "2076-8")
};
Tuple <string, string> ombRace = faker.Random.ArrayElement <Tuple <string, string> >(ombRaces);
var cdcRaceW = dataHelper.CDCRaceWCodes.ElementAt(1 + faker.Random.Number(10));
Tuple <string, string>[] race = { Tuple.Create("White", "2106-3"), Tuple.Create(cdcRaceW.Value, cdcRaceW.Key), ombRace };
record.Race = race;
}
else
{
record.Race = new Tuple <string, string>[] { Tuple.Create("White", "2106-3") };
}
// Education level
Dictionary <string, string> education = new Dictionary <string, string>();
Tuple <string, string>[] educationCodes =
{
Tuple.Create("BD", "College or baccalaureate degree complete"),
Tuple.Create("GD", "Graduate or professional Degree complete"),
Tuple.Create("SEC", "Some secondary or high school education"),
Tuple.Create("SCOL", "Some College education"),
};
Tuple <string, string> educationCode = faker.Random.ArrayElement <Tuple <string, string> >(educationCodes);
education.Add("code", educationCode.Item1);
education.Add("system", "http://terminology.hl7.org/CodeSystem/v3-EducationLevel");
education.Add("display", educationCode.Item2);
record.EducationLevel = education;
Tuple <string, string>[] occupationIndustries =
{
Tuple.Create("secretary", "State agency"),
Tuple.Create("carpenter", "construction"),
Tuple.Create("Programmer", "Health Insurance"),
};
Tuple <string, string> occInd = faker.Random.ArrayElement <Tuple <string, string> >(occupationIndustries);
// Occupation
record.UsualOccupation = occInd.Item1;
DateTime usualOccupationEnd = faker.Date.Past(18, deathUtc.DateTime.AddYears(0));
record.UsualOccupationEnd = usualOccupationEnd.ToString("yyyy-MM-dd");
// Industry
record.UsualIndustry = occInd.Item2;
// Military Service
Dictionary <string, string> military = new Dictionary <string, string>();
Tuple <string, string>[] militaryCodes =
{
Tuple.Create("Y", "Yes"),
Tuple.Create("N", "No"),
};
Tuple <string, string> militaryCode = faker.Random.ArrayElement <Tuple <string, string> >(militaryCodes);
military.Add("code", militaryCode.Item1);
military.Add("system", "http://terminology.hl7.org/CodeSystem/v2-0136");
military.Add("display", militaryCode.Item2);
record.MilitaryService = military;
// Funeral Home Name
record.FuneralHomeName = faker.Name.LastName() + " Funeral Home";
record.FuneralDirectorPhone = faker.Phone.PhoneNumber();
// Funeral Home Address
Dictionary <string, string> fha = new Dictionary <string, string>();
PlaceCode fhaPlace = dataHelper.StateCodeToRandomPlace(state);
fha.Add("addressLine1", $"{faker.Random.Number(999) + 1} {faker.Address.StreetName()}");
fha.Add("addressCity", fhaPlace.City);
fha.Add("addressCounty", fhaPlace.County);
fha.Add("addressState", state);
fha.Add("addressCountry", "United States");
record.FuneralHomeAddress = fha;
// Disposition Location Name
record.DispositionLocationName = faker.Name.LastName() + " Cemetery";
// Disposition Location Address
Dictionary <string, string> dispLoc = new Dictionary <string, string>();
PlaceCode dispLocPlace = dataHelper.StateCodeToRandomPlace(state);
dispLoc.Add("addressCity", dispLocPlace.City);
dispLoc.Add("addressCounty", dispLocPlace.County);
dispLoc.Add("addressState", state);
dispLoc.Add("addressCountry", "United States");
record.DispositionLocationAddress = dispLoc;
// Disposition Method
Dictionary <string, string> disposition = new Dictionary <string, string>();
Tuple <string, string>[] dispositionTypeCodes =
{
Tuple.Create("449971000124106", "Patient status determination, deceased and buried"),
Tuple.Create("449961000124104", "Patient status determination, deceased and cremated"),
Tuple.Create("449931000124108", "Patient status determination, deceased and entombed"),
};
Tuple <string, string> dispositionTypeCode = faker.Random.ArrayElement <Tuple <string, string> >(dispositionTypeCodes);
disposition.Add("code", dispositionTypeCode.Item1);
disposition.Add("system", "http://snomed.info/sct");
disposition.Add("display", dispositionTypeCode.Item2);
record.DecedentDispositionMethod = disposition;
// Mortician
record.MorticianFamilyName = faker.Name.LastName();
record.MorticianGivenNames = new string[] { faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female), faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female) };
record.MorticianSuffix = faker.Name.Suffix();
Dictionary <string, string> morticianIdentifier = new Dictionary <string, string>();
morticianIdentifier.Add("system", "http://hl7.org/fhir/sid/us-npi");
morticianIdentifier.Add("value", Convert.ToString(faker.Random.Number(999999)));
record.MorticianIdentifier = morticianIdentifier;
// Basic Certifier information
Dictionary <string, string> certifierIdentifier = new Dictionary <string, string>();
certifierIdentifier.Add("system", "http://hl7.org/fhir/sid/us-npi");
certifierIdentifier.Add("value", Convert.ToString(faker.Random.Number(999999)));
record.CertifierIdentifier = certifierIdentifier;
record.CertifierFamilyName = faker.Name.LastName();
record.CertifierGivenNames = new string[] { faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female), faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female) };
record.CertifierSuffix = "MD";
Dictionary <string, string> certifierAddress = new Dictionary <string, string>();
PlaceCode certifierAddressPlace = dataHelper.StateCodeToRandomPlace(state);
certifierAddress.Add("addressLine1", $"{faker.Random.Number(999) + 1} {faker.Address.StreetName()}");
certifierAddress.Add("addressCity", certifierAddressPlace.City);
certifierAddress.Add("addressCounty", certifierAddressPlace.County);
certifierAddress.Add("addressState", state);
certifierAddress.Add("addressCountry", "United States");
record.CertifierAddress = certifierAddress;
// Certifier type
Dictionary <string, string> certificationType = new Dictionary <string, string>();
certificationType.Add("system", "http://snomed.info/sct");
certificationType.Add("code", "434641000124105");
certificationType.Add("display", "Death certification and verification by physician");
record.CertificationRole = certificationType;
// CertifierLicenseNumber
record.CertifierLicenseNumber = Convert.ToString(faker.Random.Number(999999));
// Pronouncer
Dictionary <string, string> pronouncerIdentifier = new Dictionary <string, string>();
pronouncerIdentifier.Add("system", "http://hl7.org/fhir/sid/us-npi");
pronouncerIdentifier.Add("value", Convert.ToString(faker.Random.Number(999999)));
record.PronouncerIdentifier = pronouncerIdentifier;
record.PronouncerFamilyName = faker.Name.LastName();
record.PronouncerGivenNames = new string[] { faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female), faker.Name.FirstName(Bogus.DataSets.Name.Gender.Female) };
record.PronouncerSuffix = faker.Name.Suffix();
// Interested Party
record.InterestedPartyName = faker.Name.LastName() + " LLC";
Dictionary <string, string> interestedPartyAddress = new Dictionary <string, string>();
PlaceCode interestedPartyAddressPlace = dataHelper.StateCodeToRandomPlace(state);
interestedPartyAddress.Add("addressLine1", $"{faker.Random.Number(999) + 1} {faker.Address.StreetName()}");
interestedPartyAddress.Add("addressCity", interestedPartyAddressPlace.City);
interestedPartyAddress.Add("addressCounty", interestedPartyAddressPlace.County);
interestedPartyAddress.Add("addressState", state);
interestedPartyAddress.Add("addressCountry", "United States");
record.InterestedPartyAddress = interestedPartyAddress;
Dictionary <string, string> ipId = new Dictionary <string, string>();
ipId.Add("system", "http://hl7.org/fhir/sid/us-npi");
ipId.Add("value", Convert.ToString(faker.Random.Number(999999)));
record.InterestedPartyIdentifier = ipId;
record.InterestedPartyType = new Dictionary <string, string>()
{
{ "code", "prov" }, { "system", "http://terminology.hl7.org/CodeSystem/organization-type" }, { "display", "Healthcare Provider" }
};
if (type == "Natural")
{
Dictionary <string, string> mannerOfDeath = new Dictionary <string, string>();
mannerOfDeath.Add("code", "38605008");
mannerOfDeath.Add("system", "http://snomed.info/sct");
mannerOfDeath.Add("display", "Natural death");
record.MannerOfDeathType = mannerOfDeath;
record.DateOfDeath = deathUtc.ToString("o");
record.DateOfDeathPronouncement = deathUtc.AddHours(1).ToString("o");
// TransportationEvent
record.TransportationEventBoolean = false;
Dictionary <string, string> transportationEvent = new Dictionary <string, string>();
transportationEvent.Add("code", "N");
transportationEvent.Add("system", "http://terminology.hl7.org/CodeSystem/v2-0136");
transportationEvent.Add("display", "No");
record.TransportationEvent = transportationEvent;
// Randomly pick one of four possible natural causes
int choice = faker.Random.Number(3);
if (choice == 0)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Pulmonary embolism", "30 minutes", new Dictionary <string, string>()),
Tuple.Create("Deep venuous thrombosis in left thigh", "3 days", new Dictionary <string, string>()),
Tuple.Create("Acute hepatic failure", "3 days", new Dictionary <string, string>()),
Tuple.Create("Moderately differentiated hepatocellular carcinoma", "over 3 months", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};;
record.ExaminerContactedBoolean = false;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "373067005" }, { "system", "http://snomed.info/sct" }, { "display", "No" }
};
}
else if (choice == 1)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Acute myocardial infarction", "2 days", new Dictionary <string, string>()),
Tuple.Create("Arteriosclerotic heart disease", "10 years", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.ContributingConditions = "Carcinoma of cecum, Congestive heart failure";
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};;
record.ExaminerContactedBoolean = false;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "373067005" }, { "system", "http://snomed.info/sct" }, { "display", "No" }
};
}
else if (choice == 2)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Pulmonary embolism", "1 hour", new Dictionary <string, string>()),
Tuple.Create("Acute myocardial infarction", "7 days", new Dictionary <string, string>()),
Tuple.Create("Chronic ischemic heart disease", "8 years", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.ContributingConditions = "Non-insulin-dependent diabetes mellitus, Obesity, Hypertension, Congestive heart failure";
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};;
record.ExaminerContactedBoolean = false;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "373066001" }, { "system", "http://snomed.info/sct" }, { "display", "Yes" }
};
}
else if (choice == 3)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Rupture of left ventricle", "Minutes", new Dictionary <string, string>()),
Tuple.Create("Myocardial infarction", "2 Days", new Dictionary <string, string>()),
Tuple.Create("Coronary atherosclerosis", "2 Years", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.ContributingConditions = "Non-insulin-dependent diabetes mellitus, Cigarette smoking, Hypertension, Hypercholesterolemia, Coronary bypass surgery";
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "Y" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "Yes" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "Y" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "Yes" }
};;
record.ExaminerContactedBoolean = true;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "373066001" }, { "system", "http://snomed.info/sct" }, { "display", "Yes" }
};
}
}
if (type == "Injury")
{
// Randomly pick one of three possible injury causes
int choice = faker.Random.Number(2);
if (choice == 0)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Carbon monoxide poisoning", "Unkown", new Dictionary <string, string>()),
Tuple.Create("Inhalation of automobile exhaust fumes", "Unkown", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.ContributingConditions = "Terminal gastric adenocarcinoma, depression";
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "Y" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "Yes" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "Y" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "Yes" }
};;
record.ExaminerContactedBoolean = true;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "UNK" }, { "system", "http://hl7.org/fhir/v3/NullFlavor" }, { "display", "unknown" }
};
Dictionary <string, string> mannerOfDeath = new Dictionary <string, string>();
mannerOfDeath.Add("code", "44301001");
mannerOfDeath.Add("system", "http://snomed.info/sct");
mannerOfDeath.Add("display", "Suicide");
record.MannerOfDeathType = mannerOfDeath;
Dictionary <string, string> detailsOfInjury = new Dictionary <string, string>();
record.InjuryLocationName = "Own home garage";
record.InjuryDate = new DateTimeOffset(deathUtc.Year, deathUtc.Month, deathUtc.Day, 0, 0, 0, TimeSpan.Zero).ToString("s");
record.InjuryLocationDescription = "Inhaled carbon monoxide from auto exhaust through hose in an enclosed garage";
Dictionary <string, string> detailsOfInjuryAddr = new Dictionary <string, string>();
detailsOfInjuryAddr.Add("addressLine1", residence["addressLine1"]);
detailsOfInjuryAddr.Add("addressCity", residencePlace.City);
detailsOfInjuryAddr.Add("addressCounty", residencePlace.County);
detailsOfInjuryAddr.Add("addressState", state);
detailsOfInjuryAddr.Add("addressCountry", "United States");
record.InjuryLocationAddress = detailsOfInjuryAddr;
Dictionary <string, string> injuryPlace = new Dictionary <string, string>();
injuryPlace.Add("code", "0");
injuryPlace.Add("system", "urn:oid:2.16.840.1.114222.4.11.7374");
injuryPlace.Add("display", "Home");
record.InjuryPlace = injuryPlace;
// TransportationEvent
record.TransportationEventBoolean = false;
Dictionary <string, string> transportationEvent = new Dictionary <string, string>();
transportationEvent.Add("code", "N");
transportationEvent.Add("system", "http://terminology.hl7.org/CodeSystem/v2-0136");
transportationEvent.Add("display", "No");
record.TransportationEvent = transportationEvent;
record.DateOfDeath = new DateTimeOffset(deathUtc.Year, deathUtc.Month, deathUtc.Day, 0, 0, 0, TimeSpan.Zero).ToString("s");
}
else if (choice == 1)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Cardiac tamponade", "15 minutes", new Dictionary <string, string>()),
Tuple.Create("Perforation of heart", "20 minutes", new Dictionary <string, string>()),
Tuple.Create("Gunshot wound to thorax", "20 minutes", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "Y" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "Yes" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "Y" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "Yes" }
};
record.ExaminerContactedBoolean = true;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "373067005" }, { "system", "http://snomed.info/sct" }, { "display", "No" }
};
Dictionary <string, string> mannerOfDeath = new Dictionary <string, string>();
mannerOfDeath.Add("code", "27935005");
mannerOfDeath.Add("system", "http://snomed.info/sct");
mannerOfDeath.Add("display", "Homicide");
record.MannerOfDeathType = mannerOfDeath;
Dictionary <string, string> detailsOfInjury = new Dictionary <string, string>();
record.InjuryLocationName = "restaurant";
record.InjuryDate = deathUtc.AddMinutes(-20).ToString("s");
record.InjuryLocationDescription = "Shot by another person using a handgun";
Dictionary <string, string> detailsOfInjuryAddr = new Dictionary <string, string>();
PlaceCode detailsOfInjuryPlace = dataHelper.StateCodeToRandomPlace(state);
detailsOfInjuryAddr.Add("addressLine1", residence["addressLine1"]);
detailsOfInjuryAddr.Add("addressCity", detailsOfInjuryPlace.City);
detailsOfInjuryAddr.Add("addressCounty", detailsOfInjuryPlace.County);
detailsOfInjuryAddr.Add("addressState", state);
detailsOfInjuryAddr.Add("addressCountry", "United States");
record.InjuryLocationAddress = detailsOfInjuryAddr;
Dictionary <string, string> injuryPlace = new Dictionary <string, string>();
injuryPlace.Add("code", "5");
injuryPlace.Add("system", "urn:oid:2.16.840.1.114222.4.11.7374");
injuryPlace.Add("display", "Trade and Service Area");
record.InjuryPlace = injuryPlace;
// TransportationEvent
record.TransportationEventBoolean = false;
Dictionary <string, string> transportationEvent = new Dictionary <string, string>();
transportationEvent.Add("code", "N");
transportationEvent.Add("system", "http://terminology.hl7.org/CodeSystem/v2-0136");
transportationEvent.Add("display", "No");
record.TransportationEvent = transportationEvent;
}
else if (choice == 2)
{
Tuple <string, string, Dictionary <string, string> >[] causes =
{
Tuple.Create("Cerebral contusion", "minutes", new Dictionary <string, string>()),
Tuple.Create("Fractured skull", "minutes", new Dictionary <string, string>()),
Tuple.Create("Blunt impact to head", "minutes", new Dictionary <string, string>())
};
record.CausesOfDeath = causes;
record.AutopsyPerformedIndicator = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};
record.AutopsyResultsAvailable = new Dictionary <string, string>()
{
{ "code", "N" }, { "system", "http://terminology.hl7.org/CodeSystem/v2-0136" }, { "display", "No" }
};
record.ExaminerContactedBoolean = true;
record.TobaccoUse = new Dictionary <string, string>()
{
{ "code", "373067005" }, { "system", "http://snomed.info/sct" }, { "display", "No" }
};
Dictionary <string, string> mannerOfDeath = new Dictionary <string, string>();
mannerOfDeath.Add("code", "7878000");
mannerOfDeath.Add("system", "http://snomed.info/sct");
mannerOfDeath.Add("display", "Accidental death");
record.MannerOfDeathType = mannerOfDeath;
Dictionary <string, string> detailsOfInjury = new Dictionary <string, string>();
record.InjuryLocationName = "Highway";
record.InjuryDate = deathUtc.ToString("s");
record.InjuryLocationDescription = "Automobile accident. Car slid off wet road and struck tree.";
Dictionary <string, string> detailsOfInjuryAddr = new Dictionary <string, string>();
PlaceCode detailsOfInjuryPlace = dataHelper.StateCodeToRandomPlace(state);
detailsOfInjuryAddr.Add("addressLine1", residence["addressLine1"]);
detailsOfInjuryAddr.Add("addressCity", detailsOfInjuryPlace.City);
detailsOfInjuryAddr.Add("addressCounty", detailsOfInjuryPlace.County);
detailsOfInjuryAddr.Add("addressState", state);
detailsOfInjuryAddr.Add("addressCountry", "United States");
record.InjuryLocationAddress = detailsOfInjuryAddr;
Dictionary <string, string> injuryPlace = new Dictionary <string, string>();
injuryPlace.Add("code", "4");
injuryPlace.Add("system", "urn:oid:2.16.840.1.114222.4.11.7374");
injuryPlace.Add("display", "Street/Highway");
record.InjuryPlace = injuryPlace;
// TransportationEvent
record.TransportationEventBoolean = true;
Dictionary <string, string> transportationEvent = new Dictionary <string, string>();
transportationEvent.Add("code", "Y");
transportationEvent.Add("system", "http://terminology.hl7.org/CodeSystem/v2-0136");
transportationEvent.Add("display", "Yes");
record.TransportationEvent = transportationEvent;
}
}
if (gender == Bogus.DataSets.Name.Gender.Female)
{
Dictionary <string, string> pregnanacyStatus = new Dictionary <string, string>();
pregnanacyStatus.Add("code", "PHC1260");
pregnanacyStatus.Add("system", "urn:oid:2.16.840.1.114222.4.5.274");
pregnanacyStatus.Add("display", "Not pregnant within the past year");
record.PregnancyStatus = pregnanacyStatus;
}
else
{
Dictionary <string, string> pregnanacyStatus = new Dictionary <string, string>();
pregnanacyStatus.Add("code", "NA");
pregnanacyStatus.Add("system", "http://hl7.org/fhir/v3/NullFlavor");
pregnanacyStatus.Add("display", "not applicable");
record.PregnancyStatus = pregnanacyStatus;
}
return(record);
}
public Record()
{
var randombogus = new Bogus.DataSets.Name.Gender();
var randomName = new Bogus.DataSets.Name("en");
var randomPhone = new Bogus.DataSets.PhoneNumbers("en");
var randomAddress = new Bogus.DataSets.Address("en");
Random rand = new Random();
if (rand.NextDouble() >= 0.5)
{
Sex = "female";
randombogus = (Bogus.DataSets.Name.Gender) 1;
}
else
{
Sex = "male";
randombogus = (Bogus.DataSets.Name.Gender) 0;
}
//generate race
//source for stats: 2019 US census beaurau estimates
var racerand = rand.NextDouble();
if (racerand <= 0.6)
{
Race = "white";
}
else if (racerand > 0.6 && racerand <= 0.78)
{
Race = "hispanic (of any race)";
}
else if (racerand > 0.78 && racerand <= 0.91)
{
Race = "black";
}
else if (racerand > 0.91 && racerand <= 0.97)
{
Race = "asian";
}
else if (racerand > 0.97 && racerand <= 0.98)
{
Race = "native american or alaskan native";
}
else if (racerand > 0.98 && racerand <= 0.985)
{
Race = "native hawaiian or other pacific islander";
}
else
{
Race = "two or more races";
}
if (Sex == "male")
{
//The multiplier makes taller people slightly heavier. Someone 1.9 meters will be about 8% heavier than someone that's 1.5 meters, compared to without the bonus. Make divisor smaller to make effect more extreme
HeightInMeters = NormalDistribution.Random(1.8, 0.1);
//if (HeightInMeters < 2.0) { var heightWeightMultiplier = (1 + (HeightInMeters - 2.0) / 4.0); }
//else { var heightWeightMultiplier = (2.0 + ((HeightInMeters -2.0) / 4.0)); }
Weight = NormalDistribution.Random(86, 18); //average values and stddev. source: google
Waistline = 40 + ((Weight - 86) / 4); //you gain 1in / 4kg
}
else
{
HeightInMeters = NormalDistribution.Random(1.65, 0.1);
//if (HeightInMeters < 2.0) { var heightWeightMultiplier = (1 + (HeightInMeters - 2.0) / 4.0); }
//else { var heightWeightMultiplier = (2.0 + ((HeightInMeters - 2.0) / 4.0)); }
Weight = NormalDistribution.Random(78, 14);
Waistline = 36 + ((Weight - 86) / 4); //in meters. since 1kg causes +/- 0.01m waistline. average just happens to be 1.0
}
double weightHeightCorrelation = (.5) * ((HeightInMeters * 100) - 180);
Weight += weightHeightCorrelation;
//convert meters to ft/in
var inchFeet = (HeightInMeters / 0.3048);
HeightFeet = (int)inchFeet;
HeightInches = Math.Floor(Math.Round((inchFeet - HeightFeet) / 0.0833));
//convert kg to pounds
WeightInLb = Weight * 2.20462;
FirstName = randomName.FirstName(randombogus);
LastName = randomName.LastName();
PhoneNumber = randomPhone.PhoneNumber();
Address = randomAddress.StreetAddress();
Random gen = new Random();
double probability = gen.NextDouble();
DateTime start = new DateTime(DateTime.Today.Year - 85, 1, 1);
int rangeMax; int rangeMin;
if (probability <= 0.15)
{
rangeMin = 0; rangeMax = (85 * 365 - 65 * 365);
}
else
{
rangeMin = 21 * 365; rangeMax = 65 * 365;
}
DateOfBirth = start.AddDays(gen.Next(rangeMin, rangeMax));
Age = DateTime.Today.Year - DateOfBirth.Year;
if (DateOfBirth.Date > DateTime.Today.AddYears(-Age))
{
Age--;
}
BMI = Weight / Math.Pow(HeightInMeters, 2);
}
