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. Author manuscript; available in PMC: 2023 Apr 12.
Published in final edited form as: Am J Surg. 2019 Nov 14;220(1):222–228. doi: 10.1016/j.amjsurg.2019.11.019

Table 3.

Contributions of different combinations of procedure and diagnosis code criteria for the 437 flagged records*.

Total n (True Positive, False Positive) Any Diagnosis Code Present (518.51 or 518.53) 518.51 518.53 518.51 and 518.53 No Diagnosis Code Total

Any Procedure Code Present (96.04, 96.72, 96.71, or 96.70) 126 (125,1) 125 (124,1) 1 (1,0) 0 (0,0) 217 (201,16) 343 (326,17)
96.04 5 (5,0) 5 (5,0) 0 (0,0) 0 (0,0) 5 (4,1) 10 (9,1)
96.70 0 (0,0) 0 (0,0) 0 (0,0)
96.71 23 (22,1) 23 (22,1) 0 (0,0) 0 (0,0) 13 (10,3) 36 (32,4)
96.72 7 (7,0) 7 (7,0) 0 (0,0) 0 (0,0) 27 (23,4) 34 (30,4)
96.04 and 96.70 0 (0,0) 0 (0,0) 0 (0,0)
96.04 and 96.71 50 (50,0) 50 (50,0) 0 (0,0) 0 (0,0) 81 (75,6) 131 (125,6)
96.04 and 96.72 38 (38,0) 37 (37,0) 1 (1,0) 0 (0,0) 85 (83,2) 123 (121,2)
96.70 and 96.71 0 (0,0) 0 (0,0) 0 (0,0)
96.70 and 96.72 0 (0,0) 0 (0,0) 0 (0,0)
96.71 and 96.72 0 (0,0) 1 (1,0) 1 (1,0)
96.04, 96.70, and 96.71 0 (0,0) 0 (0,0) 0 (0,0)
96.04, 96.70, and 96.72 0 (0,0) 1 (1,0) 1 (1,0)
96.04, 96.71, and 96.72 3 (3,0) 3 (3,0) 0 (0,0) 0 (0,0) 4 (4,0) 7 (7,0)
96.70, 96.71, and 96.72 0 (0,0) 0 (0,0) 0 (0,0)
96.04, 96.70, 96.71, and 96.72 0 (0,0) 0 (0,0) 0 (0,0)
No Procedure Code Present 94 (88,6) 91 (87,4) 3 (1,2) 0 (0,0) 0 (0,0) 94 (88,6)
Total 220 (213,7) 216 (211,5) 4 (2,2) 0 (0,0) 217 (201,16) 437 (414,23)

Records were considered false positive if they failed to meet either coding or clinical criteria.

The total n is provided, with the number of true positives and false positives provided in parenthesis: [e.g. “125 (124,1)” where n = 125, true positives = 124, false positives = 1].

Key.

518.51: Acute Respiratory Failure Following Trauma and Surgery.

518.53: Acute and Chronic Respiratory Failure Following Trauma and Surgery.

96.70: Continuous Mechanical Ventilation of Unspecified Duration.

97.71: Continuous Mechanical Ventilation for Less Than 96 Consecutive Hours.

96.72: Continuous Mechanical Ventilation for 96 Consecutive Hours or More.

96.04: Insertion of Endotracheal Tube.