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Table 5 Algorithm test results

From: Evaluation of the accuracy of algorithms to identify soft tissue sarcoma (STS) in administrative claims

Short description

Algorithm

Sensitivity (%)

Specificity (%)

PPV (%)

NPV (%)

One STS diagnosis + a second STS diagnosis at least 30 days after the first

Algorithm 1

59.0

79.7

43.2

88.1

One STS diagnosis + a second STS diagnosis at least 30 days after the first + any NCCN recommended pharmacologic treatment for STS

Algorithm 2

16.4

97.0

58.8

81.6

One solid tumor cancer diagnosis + no evidence of hematologic cancer + an STS NCCN recommended single or combination regimen of pharmacologic treatment

Algorithm 3

2.2

99.5

1.5

99.7

One diagnosis of retroperitoneal or peritoneal cancer + no evidence of GIST, osteosarcoma, Kaposi’s + no reproductive cancer, no excretory cancer + no cardio/pulmonary cancer + an STS NCCN recommended single or combination regimen of pharmacologic treatment

Algorithm 4

15.4

97.0

24.0

95.0

One STS diagnosis + a second STS diagnosis any time after

Algorithm 5a

67.4

71.9

38.5

89.4

One STS diagnosis + any STS NCCN recommended pharmacologic treatment

Algorithm 5b

18.1

93.8

43.4

81.4

One STS diagnosis + surgery

Algorithm 5c

59.1

54.0

25.2

83.5

One STS diagnosis + symptom

Algorithm 5d

32.0

79.2

28.8

81.7

One STS diagnosis (+ second STS diagnosis or treatment or surgery or symptom)

Algorithm 5e

80.3

42.3

26.7

89.1

One STS, Ill-defined cancer, reproductive cancer, retroperitoneal or peritoneal cancer diagnosis + STS diagnosis following

Algorithm 6a

63.4

99.3

38.5

99.8

One STS, Ill-defined cancer, reproductive cancer, retroperitoneal or peritoneal cancer diagnosis + any STS NCCN recommended pharmacologic treatment

Algorithm 6b

19.0

91.5

1.5

99.4

One STS, Ill-defined cancer, reproductive cancer, retroperitoneal or peritoneal cancer diagnosis + surgery

Algorithm 6c

64.0

46.2

0.8

99.5

One STS, Ill-defined cancer, reproductive cancer, retroperitoneal or peritoneal cancer diagnosis + symptom

Algorithm 6d

36.0

76.8

1.0

99.4

One STS, Ill-defined cancer, reproductive cancer, retroperitoneal or peritoneal cancer diagnosis (+ second STS diagnosis or treatment or surgery or symptom)

Algorithm 6e

84.7

39.2

0.9

99.7