func (cs *CHA2DS2VAScPluginSuite) TestFemaleWithEveryFactor(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Atrial Fibrillation", "427.31", time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("2", "Congestive Heart Failure", "428.0", time.Date(1993, time.March, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("3", "Hypertension", "401.0", time.Date(1997, time.April, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("4", "Diabetes", "250.0", time.Date(2000, time.May, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("5", "Stroke", "434.91", time.Date(2004, time.June, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("6", 65, time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("7", "Vascular Disease", "443.9", time.Date(2007, time.July, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("8", 75, time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 8)
cs.assertResult(c, results[0], time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC), 1, 1.3, "1223", 0, 0, 0, 0, 0, 0, 1)
cs.assertResult(c, results[1], time.Date(1993, time.March, 15, 15, 0, 0, 0, time.UTC), 2, 2.2, "1223", 1, 0, 0, 0, 0, 0, 1)
cs.assertResult(c, results[2], time.Date(1997, time.April, 15, 15, 0, 0, 0, time.UTC), 3, 3.2, "1223", 1, 1, 0, 0, 0, 0, 1)
cs.assertResult(c, results[3], time.Date(2000, time.May, 15, 15, 0, 0, 0, time.UTC), 4, 4.0, "1223", 1, 1, 1, 0, 0, 0, 1)
cs.assertResult(c, results[4], time.Date(2004, time.June, 15, 15, 0, 0, 0, time.UTC), 6, 9.8, "1223", 1, 1, 1, 2, 0, 0, 1)
cs.assertResult(c, results[5], time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC), 7, 9.6, "1223", 1, 1, 1, 2, 0, 1, 1)
cs.assertResult(c, results[6], time.Date(2007, time.July, 15, 15, 0, 0, 0, time.UTC), 8, 6.7, "1223", 1, 1, 1, 2, 1, 1, 1)
cs.assertResult(c, results[7], time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC), 9, 15.2, "1223", 1, 1, 1, 2, 1, 2, 1)
}
func (cs *SimplePluginSuite) TestFutureEventsAreIgnored(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
afibStart, afibEnd := conditionStartAndEndEvents("1", "Atrial Fibrillation", "427.31", time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC), time.Date(2035, time.May, 15, 15, 0, 0, 0, time.UTC))
aspirinStart, aspirinEnd := medicationStartAndEndEvents("2", "Aspirin", "1191", time.Date(2010, time.February, 15, 15, 30, 0, 0, time.UTC), time.Date(2015, time.May, 15, 15, 30, 0, 0, time.UTC))
es.Events = append(es.Events, afibStart)
es.Events = append(es.Events, aspirinStart)
es.Events = append(es.Events, conditionEvent("3", "Hypertension", "401.0", time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("4", "Lisinopril", "104377", time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC)))
es.Events = append(es.Events, aspirinEnd)
// This future event should not be counted!
es.Events = append(es.Events, conditionEvent("5", "Stroke", "434.91", time.Date(2030, time.June, 15, 15, 0, 0, 0, time.UTC)))
// This future event end should not be counted!
es.Events = append(es.Events, afibEnd)
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 5)
cs.assertResult(c, results[0], time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC), 1, "1223", 1, 0)
cs.assertResult(c, results[1], time.Date(2010, time.February, 15, 15, 30, 0, 0, time.UTC), 2, "1223", 1, 1)
cs.assertResult(c, results[2], time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC), 3, "1223", 2, 1)
cs.assertResult(c, results[3], time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC), 4, "1223", 2, 2)
cs.assertResult(c, results[4], time.Date(2015, time.May, 15, 15, 30, 0, 0, time.UTC), 3, "1223", 2, 1)
}
func (cs *CHA2DS2VAScPluginSuite) TestNonSignificantEvents(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Skin Rash", "782.1", time.Date(1985, time.January, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("2", "Atrial Fibrillation", "427.31", time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC)))
weightFloat := float64(163)
weight := models.Quantity{Value: &weightFloat, Unit: "lb_av"}
es.Events = append(es.Events, observationEvent("3", "Body Weight", "29463-7", weight, time.Date(1991, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("4", "Congestive Heart Failure", "428.0", time.Date(1993, time.March, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("5", "Hypertension", "401.0", time.Date(1997, time.April, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("6", "Diabetes", "250.0", time.Date(2000, time.May, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("7", "Stroke", "434.91", time.Date(2004, time.June, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("8", 65, time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("9", "Ganglion Cyst", "727.4", time.Date(2006, time.July, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("10", "Vascular Disease", "443.9", time.Date(2007, time.July, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("11", 75, time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, encounterEvent("12", "Consultation", "11429006", time.Date(2016, time.February, 15, 15, 0, 0, 0, time.UTC)))
weightFloat = float64(147)
weight = models.Quantity{Value: &weightFloat, Unit: "lb_av"}
es.Events = append(es.Events, observationEvent("13", "Body Weight", "29463-7", weight, time.Date(2016, time.February, 15, 15, 5, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 8)
cs.assertResult(c, results[0], time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC), 1, 1.3, "1223", 0, 0, 0, 0, 0, 0, 1)
cs.assertResult(c, results[1], time.Date(1993, time.March, 15, 15, 0, 0, 0, time.UTC), 2, 2.2, "1223", 1, 0, 0, 0, 0, 0, 1)
cs.assertResult(c, results[2], time.Date(1997, time.April, 15, 15, 0, 0, 0, time.UTC), 3, 3.2, "1223", 1, 1, 0, 0, 0, 0, 1)
cs.assertResult(c, results[3], time.Date(2000, time.May, 15, 15, 0, 0, 0, time.UTC), 4, 4.0, "1223", 1, 1, 1, 0, 0, 0, 1)
cs.assertResult(c, results[4], time.Date(2004, time.June, 15, 15, 0, 0, 0, time.UTC), 6, 9.8, "1223", 1, 1, 1, 2, 0, 0, 1)
cs.assertResult(c, results[5], time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC), 7, 9.6, "1223", 1, 1, 1, 2, 0, 1, 1)
cs.assertResult(c, results[6], time.Date(2007, time.July, 15, 15, 0, 0, 0, time.UTC), 8, 6.7, "1223", 1, 1, 1, 2, 1, 1, 1)
cs.assertResult(c, results[7], time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC), 9, 15.2, "1223", 1, 1, 1, 2, 1, 2, 1)
}
func (cs *CHA2DS2VAScPluginSuite) TestMaleWithAFibOnly(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1980, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "male", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Atrial Fibrillation", "427.31", time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 1)
cs.assertResult(c, results[0], time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC), 0, 0.0, "1223", 0, 0, 0, 0, 0, 0, 0)
}
// BundleToEventStream takes a bundle of resources and converts them to an EventStream. Currently only a
// limited set of resource types are supported, with unsupported resource types resulting in an error. If
// the bundle contains more than one patient, this is also considered an error.
func BundleToEventStream(bundle *models.Bundle) (es *plugin.EventStream, err error) {
var patient *models.Patient
events := make([]plugin.Event, 0, len(bundle.Entry))
for _, entry := range bundle.Entry {
switch r := entry.Resource.(type) {
default:
err = fmt.Errorf("Unsupported: Converting %s to Event", reflect.TypeOf(r).Elem().Name())
return
case *models.Patient:
if patient != nil {
err = errors.New("Found more than one patient in resources")
return
}
patient = r
case *models.Condition:
if r.VerificationStatus != "confirmed" {
continue
}
if onset, err := findDate(false, r.OnsetDateTime, r.OnsetPeriod, r.DateRecorded); err == nil {
events = append(events, plugin.Event{Date: onset, Type: "Condition", End: false, Value: r})
}
if abatement, err := findDate(true, r.AbatementDateTime, r.AbatementPeriod); err == nil {
events = append(events, plugin.Event{Date: abatement, Type: "Condition", End: true, Value: r})
}
// TODO: What happens if there is no date at all?
case *models.MedicationStatement:
if r.Status == "" || r.Status == "entered-in-error" {
continue
}
if active, err := findDate(false, r.EffectiveDateTime, r.EffectivePeriod, r.DateAsserted); err == nil {
events = append(events, plugin.Event{Date: active, Type: "MedicationStatement", End: false, Value: r})
}
if inactive, err := findDate(true, r.EffectivePeriod); err == nil {
events = append(events, plugin.Event{Date: inactive, Type: "MedicationStatement", End: true, Value: r})
}
// TODO: What happens if there is no date at all?
case *models.Observation:
if r.Status != "final" && r.Status != "amended" && r.Status != "preliminary" && r.Status != "registered" {
continue
}
if effective, err := findDate(false, r.EffectiveDateTime, r.EffectivePeriod, r.Issued); err == nil {
events = append(events, plugin.Event{Date: effective, Type: "Observation", End: false, Value: r})
}
if ineffective, err := findDate(true, r.EffectivePeriod); err == nil {
events = append(events, plugin.Event{Date: ineffective, Type: "Observation", End: true, Value: r})
}
// TODO: What happens if there is no date at all?
}
}
es = plugin.NewEventStream(patient)
plugin.SortEventsByDate(events)
es.Events = events
return es, nil
}
func (cs *SimplePluginSuite) TestPatientWithNoConditionsAndSomeMeds(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, medicationEvent("1", "Aspirin", "1191", time.Date(2010, time.April, 15, 15, 30, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("2", "Lisinopril", "104377", time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 2)
cs.assertResult(c, results[0], time.Date(2010, time.April, 15, 15, 30, 0, 0, time.UTC), 1, "1223", 0, 1)
cs.assertResult(c, results[1], time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC), 2, "1223", 0, 2)
}
func (cs *SimplePluginSuite) TestPatientWithSomeConditionsAndNoMeds(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Atrial Fibrillation", "427.31", time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("2", "Hypertension", "401.0", time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 2)
cs.assertResult(c, results[0], time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC), 1, "1223", 1, 0)
cs.assertResult(c, results[1], time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC), 2, "1223", 2, 0)
}
func (cs *SimplePluginSuite) TestPatientWithNoConditionsAndNoMeds(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
// We expect one result with an asof time of now(ish)
c.Assert(results, HasLen, 1)
// Since we don't have a good way of knowing the exact expected timestamp, just check that it is recent and then
// take it as an expected value so it doesn't fail the assertResult call
t := results[0].AsOf
c.Assert(time.Since(t).Minutes() < 1.0, Equals, true)
cs.assertResult(c, results[0], t, 0, "1223", 0, 0)
}
func (cs *CHA2DS2VAScPluginSuite) TestNoAFib(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
// None of these events should matter because this score is only valid for patients with atrial fibrillation
es.Events = append(es.Events, ageEvent("1", 65, time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("2", "Congestive Heart Failure", "428.0", time.Date(2006, time.March, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("4", "Diabetes", "250.0", time.Date(2012, time.May, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("5", 75, time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, NotNil)
c.Assert(err, FitsTypeOf, plugin.NotApplicableError{})
c.Assert(err.Error(), Equals, "CHA2DS2-VASc is only applicable to patients with Atrial Fibrillation")
c.Assert(results, HasLen, 0)
}
func (cs *CHA2DS2VAScPluginSuite) TestFactorsBeforeAFib(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
// These first two events shouldn't trigger risk calculation results since they are *before* afib
es.Events = append(es.Events, ageEvent("1", 65, time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("2", "Congestive Heart Failure", "428.0", time.Date(2006, time.March, 15, 15, 0, 0, 0, time.UTC)))
// Once afib is diagnosed, the previous events should already be factored in the score
es.Events = append(es.Events, conditionEvent("3", "Atrial Fibrillation", "427.31", time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("4", "Diabetes", "250.0", time.Date(2012, time.May, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("5", 75, time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 3)
cs.assertResult(c, results[0], time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC), 3, 3.2, "1223", 1, 0, 0, 0, 0, 1, 1)
cs.assertResult(c, results[1], time.Date(2012, time.May, 15, 15, 0, 0, 0, time.UTC), 4, 4.0, "1223", 1, 0, 1, 0, 0, 1, 1)
cs.assertResult(c, results[2], time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC), 5, 6.7, "1223", 1, 0, 1, 0, 0, 2, 1)
}
func (cs *SimplePluginSuite) TestNonSignificantEvents(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Atrial Fibrillation", "427.31", time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("2", "Aspirin", "1191", time.Date(2010, time.February, 15, 15, 30, 0, 0, time.UTC)))
es.Events = append(es.Events, encounterEvent("3", "Consultation", "11429006", time.Date(2012, time.March, 15, 15, 0, 0, 0, time.UTC)))
weightFloat := float64(163)
weight := models.Quantity{Value: &weightFloat, Unit: "lb_av"}
es.Events = append(es.Events, observationEvent("4", "Body Weight", "29463-7", weight, time.Date(2012, time.March, 15, 15, 30, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("5", "Hypertension", "401.0", time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("6", "Lisinopril", "104377", time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 4)
cs.assertResult(c, results[0], time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC), 1, "1223", 1, 0)
cs.assertResult(c, results[1], time.Date(2010, time.February, 15, 15, 30, 0, 0, time.UTC), 2, "1223", 1, 1)
cs.assertResult(c, results[2], time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC), 3, "1223", 2, 1)
cs.assertResult(c, results[3], time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC), 4, "1223", 2, 2)
}
func (cs *CHA2DS2VAScPluginSuite) TestFutureEventsAreIgnored(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Atrial Fibrillation", "427.31", time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("2", "Hypertension", "401.0", time.Date(1997, time.April, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("3", 65, time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("4", "Vascular Disease", "443.9", time.Date(2007, time.July, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, ageEvent("5", 75, time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC)))
// This future event should not be counted!
es.Events = append(es.Events, conditionEvent("6", "Stroke", "434.91", time.Date(2035, time.June, 15, 15, 0, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 5)
cs.assertResult(c, results[0], time.Date(1990, time.February, 15, 15, 0, 0, 0, time.UTC), 1, 1.3, "1223", 0, 0, 0, 0, 0, 0, 1)
cs.assertResult(c, results[1], time.Date(1997, time.April, 15, 15, 0, 0, 0, time.UTC), 2, 2.2, "1223", 0, 1, 0, 0, 0, 0, 1)
cs.assertResult(c, results[2], time.Date(2005, time.July, 1, 0, 0, 0, 0, time.UTC), 3, 3.2, "1223", 0, 1, 0, 0, 0, 1, 1)
cs.assertResult(c, results[3], time.Date(2007, time.July, 15, 15, 0, 0, 0, time.UTC), 4, 4.0, "1223", 0, 1, 0, 0, 1, 1, 1)
cs.assertResult(c, results[4], time.Date(2015, time.July, 1, 0, 0, 0, 0, time.UTC), 5, 6.7, "1223", 0, 1, 0, 0, 1, 2, 1)
}
func (cs *SimplePluginSuite) TestPatientWithDuplicates(c *C) {
birthDate := &models.FHIRDateTime{Time: time.Date(1940, time.July, 1, 0, 0, 0, 0, time.UTC), Precision: models.Date}
patient := &models.Patient{Gender: "female", BirthDate: birthDate}
patient.Id = "1223"
es := plugin.NewEventStream(patient)
es.Events = append(es.Events, conditionEvent("1", "Atrial Fibrillation", "427.31", time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("2", "Aspirin", "1191", time.Date(2010, time.February, 15, 15, 30, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("3", "Hypertension", "401.0", time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("4", "Lisinopril", "104377", time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC)))
es.Events = append(es.Events, conditionEvent("5", "Hypertension", "401.0", time.Date(2015, time.May, 1, 15, 0, 0, 0, time.UTC)))
es.Events = append(es.Events, medicationEvent("6", "Lisinopril", "104377", time.Date(2015, time.May, 1, 15, 30, 0, 0, time.UTC)))
results, err := cs.Plugin.Calculate(es, cs.FHIREndpointURL)
c.Assert(err, IsNil)
c.Assert(results, HasLen, 6)
cs.assertResult(c, results[0], time.Date(2010, time.February, 15, 15, 0, 0, 0, time.UTC), 1, "1223", 1, 0)
cs.assertResult(c, results[1], time.Date(2010, time.February, 15, 15, 30, 0, 0, time.UTC), 2, "1223", 1, 1)
cs.assertResult(c, results[2], time.Date(2015, time.April, 15, 15, 0, 0, 0, time.UTC), 3, "1223", 2, 1)
cs.assertResult(c, results[3], time.Date(2015, time.April, 15, 15, 30, 0, 0, time.UTC), 4, "1223", 2, 2)
cs.assertResult(c, results[4], time.Date(2015, time.May, 1, 15, 0, 0, 0, time.UTC), 4, "1223", 2, 2)
cs.assertResult(c, results[5], time.Date(2015, time.May, 1, 15, 30, 0, 0, time.UTC), 4, "1223", 2, 2)
}