Table 1 Summary of the 7774 Mayo Clinic cancer pathology reports dataset
From: Synoptic reporting by summarizing cancer pathology reports using large language models
Data Element | % Non-missing | No. of Patients | Age in Years Mean [Min-Max] | Type of Cancer (%) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
M | F | Breast | Lung | Pancreas | Skin | Digestive Organs | Female Reproductive Organs | Male Reproductive Organs | Other | |||
Protocol Biopsy | 25 | 1145 | 772 | 53.7 [19–85] | 1 | 0 | 0 | 18 | 1 | 0 | 2 | 76 |
Procedure | 70 | 2736 | 2682 | 60.6 [19–97] | 13 | 6 | 3 | 2 | 13 | 8 | 16 | 38 |
Specimen | 30 | 1096 | 1216 | 63.3 [21–97] | 0 | 14 | 7 | 1 | 29 | 19 | 1 | 29 |
Primary Tumor | 59 | 2401 | 2224 | 61.6 [19–97] | 15 | 7 | 4 | 2 | 15 | 9 | 19 | 29 |
Specimen Integrity | 17 | 530 | 801 | 63.3 [19–95] | 0 | 23 | 0 | 5 | 4 | 30 | 3 | 34 |
Surgical Margins | 44 | 1514 | 1898 | 62.1 [19–97] | 20 | 10 | 5 | 3 | 20 | 7 | 2 | 33 |
Laterality | 32 | 935 | 1545 | 58.0 [19–91] | 29 | 13 | 0 | 1 | 1 | 0 | 1 | 54 |
Histologic Type | 68 | 2674 | 2614 | 60.5 [19–97] | 14 | 7 | 2 | 2 | 13 | 8 | 17 | 37 |
Histologic Grade | 63 | 2525 | 2344 | 61.0 [19–97] | 13 | 7 | 3 | 1 | 14 | 9 | 17 | 36 |
Mitotic Rate | 13 | 209 | 793 | 59.3 [19–95] | 59 | 1 | 4 | 7 | 3 | 0 | 0 | 26 |
Pathologic Staging Descriptors | 30 | 1059 | 1295 | 60.9 [19–93] | 25 | 6 | 5 | 2 | 14 | 8 | 15 | 25 |
Tumor Focality | 27 | 873 | 1249 | 60.1 [19–92] | 29 | 15 | 2 | 1 | 5 | 1 | 2 | 44 |
Tumor Site | 43 | 1623 | 1698 | 60.5 [19–97] | 7 | 10 | 5 | 3 | 19 | 8 | 1 | 47 |
Tumor Size | 49 | 1584 | 2195 | 61.5 [19–97] | 17 | 9 | 5 | 3 | 19 | 12 | 2 | 35 |
Lymphovascular Invasion | 53 | 2226 | 1859 | 62.3 [19–97] | 15 | 8 | 4 | 3 | 16 | 8 | 20 | 25 |
Regional Lymph Nodes | 59 | 2376 | 2222 | 61.6 [19–97] | 15 | 7 | 4 | 2 | 15 | 9 | 18 | 29 |
Lymph Node Sampling | 30 | 917 | 1378 | 60.4 [19–93] | 31 | 0 | 0 | 1 | 1 | 18 | 35 | 13 |
Number Examined | 44 | 2270 | 1115 | 61.7 [19–97] | 0 | 10 | 5 | 1 | 20 | 4 | 25 | 36 |
Number Involved | 37 | 1957 | 924 | 62.1 [19–97] | 0 | 10 | 6 | 1 | 22 | 3 | 26 | 32 |
Distant Metastasis | 50 | 1940 | 1914 | 61.4 [19–97] | 17 | 8 | 4 | 3 | 18 | 4 | 12 | 33 |
Perineural Invasion | 16 | 764 | 462 | 63.1 [21–97] | 0 | 2 | 13 | 4 | 47 | 0 | 1 | 32 |
Treatment Effect | 29 | 1505 | 784 | 62.3 [19–95] | 9 | 13 | 5 | 1 | 23 | 1 | 34 | 14 |