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 rectum, rectosigmoid junction, and anus
ICD-10 C19 Malignant neoplasm of rectosigmoid junction
MGI PRS-CS 0.04 1.34
OR
nominal retained
detail
PheWAS
Malignant neoplasm of rectum, rectosigmoid junction, and anus
Malignant neoplasm of rectum
MGI PRS-CS 0.048 1.02
OR
nominal retained
detail
PheWAS

All related PRS models (30)

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
C19 ICD10CM Malignant neoplasm of rectosigmoid junction MGI
C20 ICD10CM Malignant neoplasm of rectum MGI
C21.0 ICD10CM Malignant neoplasm of anus, unspecified MGI
C21.1 ICD10CM Malignant neoplasm of anal canal MGI
C7A.026 ICD10CM Malignant carcinoid tumor of the rectum 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
R85.610 ICD10CM Atypical squamous cells of undetermined significance on cytologic smear of anus (ASC-US) MGI
R85.611 ICD10CM Atypical squamous cells cannot exclude high grade squamous intraepithelial lesion on cytologic smear of anus (ASC-H) MGI
R85.612 ICD10CM Low grade squamous intraepithelial lesion on cytologic smear of anus (LGSIL) MGI
R85.613 ICD10CM High grade squamous intraepithelial lesion on cytologic smear of anus (HGSIL) MGI
R85.614 ICD10CM Cytologic evidence of malignancy on smear of anus MGI
R85.619 ICD10CM Unspecified abnormal cytological findings in specimens from anus MGI
154.0 ICD9CM Malignant neoplasm of rectosigmoid junction MGI
154.1 ICD9CM Malignant neoplasm of rectum MGI
154.2 ICD9CM Malignant neoplasm of anal canal MGI
154.3 ICD9CM Malignant neoplasm of anus, unspecified site MGI
209.17 ICD9CM Malignant carcinoid tumor of the rectum MGI
230.4 ICD9CM Carcinoma in situ of rectum MGI
230.5 ICD9CM Carcinoma in situ of anal canal MGI
230.6 ICD9CM Carcinoma in situ of anus, unspecified MGI
796.70 ICD9CM Abnormal glandular Papanicolaou smear of anus MGI
796.71 ICD9CM Papanicolaou smear of anus with atypical squamous cells of undetermined significance (ASC-US) MGI
796.72 ICD9CM Papanicolaou smear of anus with atypical squamous cells cannot exclude high grade squamous intraepithelial lesion (ASC-H) MGI
796.73 ICD9CM Papanicolaou smear of anus with low grade squamous intraepithelial lesion (LGSIL) MGI
796.74 ICD9CM Papanicolaou smear of anus with high grade squamous intraepithelial lesion (HGSIL) MGI
796.76 ICD9CM Papanicolaou smear of anus with cytologic evidence of malignancy MGI
V10.06 ICD9CM Personal history of malignant neoplasm of rectum, rectosigmoid junction, and anus MGI
C19 ICD10 C19 Malignant neoplasm of rectosigmoid junction UKB
C20 ICD10 C20 Malignant neoplasm of rectum UKB
C21.0 ICD10 C21.0 Anus, unspecified UKB
C21.1 ICD10 C21.1 Anal canal UKB
D01.1 ICD10 D01.1 Rectosigmoid junction UKB
D01.2 ICD10 D01.2 Rectum UKB
D01.3 ICD10 D01.3 Anus and anal canal UKB
154 ICD9 154 Malignant neoplasm of rectum, rectosigmoid junction and anus UKB
154.0 ICD9 1540 Malignant neoplasm of rectosigmoid junction UKB
154.1 ICD9 1541 Malignant neoplasm of rectum UKB
154.2 ICD9 1542 Malignant neoplasm of anal canal UKB
154.3 ICD9 1543 Malignant neoplasm of anus, unspecified UKB
230.4 ICD9 2304 Carcinoma in situ of rectum UKB
230.5 ICD9 2305 Carcinoma in situ of anal canal UKB
230.6 ICD9 2306 Carcinoma in situ of anus, unspecified UKB
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