Table 2:
Original Algorithm | |||
---|---|---|---|
N charts detected by algorithm | True Fracture Episode | PPV (95% CI)* | |
Unweighted PPV | 521 | 383 | 73.5 (69.5,77.1) |
Weighted PPV | 521 | 345 | 66.3 (58.8,73.1) |
Location of Care and Code Position | |||
Inpatient Primary position | 5 | 4 | 80.0 (11.1,99.2) |
Inpatient Second position | 8 | 8 | 100.0 (100.0,100.0) |
Emergency Department Primary position | 117 | 102 | 87.2 (79.7,92.2) |
Emergency Department Second position | 50 | 44 | 88.0 (75.2,94.7) |
Outpatient Primary position | 167 | 125 | 74.9 (67.6,80.9) |
Outpatient Second position | 174 | 100 | 57.5 (49.9,64.7) |
ICD code | |||
ICD9 Unweighted PPV | 338 | 255 | 75.4 (70.6, 79.8) |
ICD9 Weighted PPV | 338 | 205 | 60.4 (51.2, 69.4) |
ICD10 Unweighted PPV | 183 | 128 | 70.0 (62.9, 76.2) |
ICD10 Weighted PPV | 183 | 146 | 79.9 (72.4, 85.8) |
Modified Algorithm after removal of select codes | |||
Unweighted PPV | 313 | 282 | 90.1 (86.2,93.0) |
Weighted PPV | 313 | 286 | 91.3 (86.87,94.4) |
Location of Care and Code Position | |||
Inpatient Primary position | 4 | 4 | 100 (100, 100) |
Inpatient Second position | 8 | 8 | 100 (100, 100) |
Emergency Department Primary position | 106 | 100 | 94.3 (87.8,97.5) |
Emergency Department Second position | 46 | 41 | 89.1 (75.8,95.6) |
Outpatient Primary position | 138 | 118 | 85.5 (78.5,90.5) |
Outpatient Second position | 11 | 11 | 100 (100,100) |
ICD code | |||
ICD9 Unweighted PPV | 208 | 186 | 89.4 (84.4, 93.0) |
ICD9 Weighted PPV | 208 | 190 | 91.1 (85.0, 94.9) |
ICD10 Unweighted PPV | 105 | 96 | 91.4 (84.2, 95.5) |
ICD10 Weighted PPV | 105 | 96 | 91.7 (83.1, 96.2) |
Confidence intervals calculated using Poisson regression