Departments of Anesthesiology and Biostatistics | University of Michigan

Start with these models

These rows keep nominally significant, warning-free models first and sort the retained set by the smallest preserved p-value. Use them as a starting comparison set, not a definitive ranking.

Model Cohort Method P value Top 1% effect Flags Links
Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum
Malignant neoplasm of digestive organs
MGI Fixed threshold (5e-07) 0.082 1.38
OR
weak retained
detail
Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum
Malignant neoplasm of digestive organs
MGI Fixed threshold (5e-06) 0.24 1.94
OR
weak retained
detail
Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum
Malignant neoplasm of digestive organs
MGI P&T 0.29 2.44
OR
weak retained
detail
Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum
Malignant neoplasm of digestive organs
MGI Fixed threshold (5e-05) 0.45 2.43
OR
weak retained
detail
Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum
Malignant neoplasm of digestive organs
MGI lassosum 0.62 3.75
OR
weak retained
detail

All related PRS models (5)

Multiple rows can map to the same phecode because cohort and PRS construction method differ. The full list below remains an unranked jump list; use the filtered Scores table for side-by-side comparison.

Open full related-model jump list

ICD mappings

ICD code Type Description Phenome
C17 ICD10CM Malignant neoplasm of small intestine MGI
C17.0 ICD10CM Malignant neoplasm of duodenum MGI
C17.1 ICD10CM Malignant neoplasm of jejunum MGI
C17.2 ICD10CM Malignant neoplasm of ileum MGI
C17.3 ICD10CM Meckel's diverticulum, malignant MGI
C17.8 ICD10CM Malignant neoplasm of overlapping sites of small intestine MGI
C17.9 ICD10CM Malignant neoplasm of small intestine, unspecified MGI
C23 ICD10CM Malignant neoplasm of gallbladder MGI
C24 ICD10CM Malignant neoplasm of other and unspecified parts of biliary tract MGI
C24.0 ICD10CM Malignant neoplasm of extrahepatic bile duct MGI
C24.1 ICD10CM Malignant neoplasm of ampulla of Vater MGI
C24.8 ICD10CM Malignant neoplasm of overlapping sites of biliary tract MGI
C24.9 ICD10CM Malignant neoplasm of biliary tract, unspecified MGI
C26.1 ICD10CM Malignant neoplasm of spleen MGI
C26.9 ICD10CM Malignant neoplasm of ill-defined sites within the digestive system MGI
C45.1 ICD10CM Mesothelioma of peritoneum MGI
C48 ICD10CM Malignant neoplasm of retroperitoneum and peritoneum MGI
C48.0 ICD10CM Malignant neoplasm of retroperitoneum MGI
C48.1 ICD10CM Malignant neoplasm of specified parts of peritoneum MGI
C48.2 ICD10CM Malignant neoplasm of peritoneum, unspecified MGI
C48.8 ICD10CM Malignant neoplasm of overlapping sites of retroperitoneum and peritoneum MGI
C7A.01 ICD10CM Malignant carcinoid tumors of the small intestine MGI
C7A.010 ICD10CM Malignant carcinoid tumor of the duodenum MGI
C7A.011 ICD10CM Malignant carcinoid tumor of the jejunum MGI
C7A.012 ICD10CM Malignant carcinoid tumor of the ileum MGI
C7A.019 ICD10CM Malignant carcinoid tumor of the small intestine, unspecified portion MGI
C7A.094 ICD10CM Malignant carcinoid tumor of the foregut, unspecified MGI
C7A.095 ICD10CM Malignant carcinoid tumor of the midgut, unspecified MGI
C7A.096 ICD10CM Malignant carcinoid tumor of the hindgut, unspecified MGI
D01 ICD10CM Carcinoma in situ of other and unspecified digestive organs MGI
D01.0 ICD10CM Carcinoma in situ of colon MGI
D01.1 ICD10CM Carcinoma in situ of rectosigmoid junction MGI
D01.2 ICD10CM Carcinoma in situ of rectum MGI
D01.3 ICD10CM Carcinoma in situ of anus and anal canal MGI
D01.4 ICD10CM Carcinoma in situ of other and unspecified parts of intestine MGI
D01.40 ICD10CM Carcinoma in situ of unspecified part of intestine MGI
D01.49 ICD10CM Carcinoma in situ of other parts of intestine MGI
D01.5 ICD10CM Carcinoma in situ of liver, gallbladder and bile ducts MGI
D01.7 ICD10CM Carcinoma in situ of other specified digestive organs MGI
D01.9 ICD10CM Carcinoma in situ of digestive organ, unspecified MGI
152.0 ICD9CM Malignant neoplasm of duodenum MGI
152.1 ICD9CM Malignant neoplasm of jejunum MGI
152.2 ICD9CM Malignant neoplasm of ileum MGI
152.3 ICD9CM Malignant neoplasm of Meckel's diverticulum MGI
152.8 ICD9CM Malignant neoplasm of other specified sites of small intestine MGI
152.9 ICD9CM Malignant neoplasm of small intestine, unspecified site MGI
156.0 ICD9CM Malignant neoplasm of gallbladder MGI
156.1 ICD9CM Malignant neoplasm of extrahepatic bile ducts MGI
156.2 ICD9CM Malignant neoplasm of ampulla of vater MGI
156.8 ICD9CM Malignant neoplasm of other specified sites of gallbladder and extrahepatic bile ducts MGI
156.9 ICD9CM Malignant neoplasm of biliary tract, part unspecified site MGI
158.0 ICD9CM Malignant neoplasm of retroperitoneum MGI
158.8 ICD9CM Malignant neoplasm of specified parts of peritoneum MGI
158.9 ICD9CM Malignant neoplasm of peritoneum, unspecified MGI
159.1 ICD9CM Malignant neoplasm of spleen, not elsewhere classified MGI
159.8 ICD9CM Malignant neoplasm of other sites of digestive system and intra-abdominal organs MGI
159.9 ICD9CM Malignant neoplasm of ill-defined sites within the digestive organs and peritoneum MGI
209.00 ICD9CM Malignant carcinoid tumor of the small intestine, unspecified portion MGI
209.01 ICD9CM Malignant carcinoid tumor of the duodenum MGI
209.02 ICD9CM Malignant carcinoid tumor of the jejunum MGI
209.03 ICD9CM Malignant carcinoid tumor of the ileum MGI
209.25 ICD9CM Malignant carcinoid tumor of foregut, not otherwise specified MGI
209.26 ICD9CM Malignant carcinoid tumor of midgut, not otherwise specified MGI
209.27 ICD9CM Malignant carcinoid tumor of hindgut, not otherwise specified MGI
230.7 ICD9CM Carcinoma in situ of other and unspecified parts of intestine MGI
230.9 ICD9CM Carcinoma in situ of other and unspecified digestive organs MGI
V10.00 ICD9CM Personal history of malignant neoplasm of gastrointestinal tract, unspecified MGI
V10.09 ICD9CM Personal history of malignant neoplasm of other gastrointestinal tract MGI
C17.0 ICD10 C17.0 Duodenum UKB
C17.1 ICD10 C17.1 Jejunum UKB
C17.2 ICD10 C17.2 Ileum UKB
C17.3 ICD10 C17.3 Meckel's diverticulum UKB
C17.8 ICD10 C17.8 Overlapping lesion of small intestine UKB
C17.9 ICD10 C17.9 Small intestine, unspecified UKB
C23 ICD10 C23 Malignant neoplasm of gallbladder UKB
C24.0 ICD10 C24.0 Extrahepatic bile duct UKB
C24.1 ICD10 C24.1 Ampulla of Vater UKB
C24.8 ICD10 C24.8 Overlapping lesion of biliary tract UKB
C24.9 ICD10 C24.9 Biliary tract, unspecified UKB
C26.1 ICD10 C26.1 Spleen UKB
C26.8 ICD10 C26.8 Overlapping lesion of digestive system UKB
C26.9 ICD10 C26.9 Ill-defined sites within the digestive system UKB
C45.1 ICD10 C45.1 Mesothelioma of peritoneum UKB
C48.0 ICD10 C48.0 Retroperitoneum UKB
C48.1 ICD10 C48.1 Specified parts of peritoneum UKB
C48.2 ICD10 C48.2 Peritoneum, unspecified UKB
C48.8 ICD10 C48.8 Overlapping lesion of retroperitoneum and peritoneum UKB
D01.4 ICD10 D01.4 Other and unspecified parts of intestine UKB
D01.7 ICD10 D01.7 Other specified digestive organs UKB
D01.9 ICD10 D01.9 Digestive organ, unspecified UKB
Z85.0 ICD10 Z85.0 Personal history of malignant neoplasm of digestive organs UKB
Z85.02 ICD10 Z85.02 Personal history of malignant neoplasm of stomach UKB
159 ICD9 159 Other malignant neoplasm within digestive organs and peritoneum UKB
159.1 ICD9 1591 Malignant neoplasm of spleen, not elsewhere classified UKB
159.8 ICD9 1598 Malignant neoplasm of other sites within digestive organs and peritoneum UKB
159.9 ICD9 1599 Malignant neoplasm of ill-defined sites in digestive organs, peritoneum UKB
230 ICD9 230 Carcinoma in situ of digestive organs UKB
230.9 ICD9 2309 Carcinoma in situ of other and unspecified digestive organs UKB
V10.0 ICD9 V100 Personal history of malignant neoplasm in gastrointestinal tract UKB
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