def test_hccmapping(self):
he = HCCEngine()
rp = he.profile(["E1169"], elig="CNA")
self.assertTrue("CNA_HCC18" in rp["details"])
rp = he.profile(["I209"], elig="CNA")
self.assertTrue("CNA_HCC88" in rp["details"])
def test_version(self):
he = HCCEngine(version="22")
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=70, sex="M", elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.314))
he = HCCEngine(version="23")
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=70, sex="M", elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.3))
def test_1toMany_mapping(self):
he = HCCEngine()
rp = he.profile(["E0952"])
self.assertTrue("HCC18" in rp["hcc_map"]["E0952"])
self.assertTrue("HCC106" in rp["hcc_map"]["E0952"])
self.assertTrue("HCC108" in rp["hcc_map"]["E0952"])
rp = he.profile(["E083599"])
self.assertTrue("HCC18" in rp["hcc_map"]["E083599"])
self.assertTrue("HCC122" in rp["hcc_map"]["E083599"])
def test_riskscore(self):
he = HCCEngine()
rp = he.profile(["E1169", "I509"], age=70, sex="M", elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.174))
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=70, sex="M", elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.314))
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=45, sex="F", elig="CND")
self.assertTrue(np.isclose(rp["risk_score"], 1.322))
def test_demomapping(self):
he = HCCEngine()
rp = he.profile([], age=70, sex="M", elig="CNA")
self.assertTrue("CNA_M70_74" in rp["details"])
rp = he.profile([], age=23, sex="F", elig="CPD")
self.assertTrue("CPD_F0_34" in rp["details"])
rp = he.profile([], age=67, sex="M", elig="CNA", orec="1")
self.assertTrue("CNA_M65_69" in rp["details"])
self.assertTrue("CNA_OriginallyDisabled_Male" in rp["details"])
rp = he.profile([], age=66, sex="M", elig="NE")
self.assertTrue("NE_NMCAID_NORIGDIS_NEM66" in rp["details"])
rp = he.profile([], age=66, sex="M", elig="SNPNE", medicaid=True)
self.assertTrue("SNPNE_MCAID_NORIGDIS_NEM66" in rp["details"])
def test_versionyear(self):
he = HCCEngine(version="22")
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=70,
sex="M",
elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.314))
he = HCCEngine(version="23")
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=70,
sex="M",
elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.3))
he = HCCEngine(version="24")
rp = he.profile(["E1169", "I5030", "I509", "I211", "I209", "R05"],
age=70,
sex="M",
elig="CNA")
self.assertTrue(np.isclose(rp["risk_score"], 1.283))
self.assertTrue("CNA_D3" in rp["details"])
# Test interactions
rp = he.profile(["E109", "I509"],
age=80,
sex="M",
elig="CPA",
orec="0",
medicaid=True)
self.assertTrue(np.isclose(rp["risk_score"], 1.08)) # CHF + Diabetes
rp = he.profile(["A021"],
age=64,
sex="M",
elig="INS",
orec="0",
medicaid=True)
self.assertTrue(np.isclose(rp["risk_score"], 1.446)) # INS + Medicaid