From: Hospital length of stay for COVID-19 patients: Data-driven methods for forward planning
AFT model | TC model | |||||||
---|---|---|---|---|---|---|---|---|
Trajectory | Age | Weeks | Mean | SD | N | Mean | SD | N |
Hospital admission to outcome (no ICU) | 1 to 49 | 12 to 14 | 4.9 | 4.8 | 146 | 5.1 | 6.5 | 146 |
15 to 20 | 3.7 | 3.6 | 210 | 3.6 | 4.1 | 210 | ||
50 to 64 | 12 to 14 | 7.3 | 7.2 | 223 | 7.0 | 7.4 | 223 | |
15 to 20 | 5.6 | 5.4 | 304 | 5.9 | 5.9 | 304 | ||
65 to 74 | 12 to 14 | 10.6 | 10.4 | 204 | 11.0 | 10.5 | 204 | |
15 to 20 | 8.1 | 7.9 | 270 | 8.3 | 7.7 | 266 | ||
75 + | 12 to 14 | 11.7 | 11.4 | 609 | 11.7 | 10.9 | 607 | |
15 to 20 | 8.8 | 8.6 | 839 | 10.0 | 9.4 | 834 | ||
Hospital admission to outcome (via ICU) | 1 to 49 | 12 to 14 | 17.5 | 12.5 | 312 | 17.5 | 11.8 | 312 |
15 to 20 | 14.3 | 10.5 | 267 | 17.8 | 14.0 | 262 | ||
50 to 64 | 12 to 14 | 18.8 | 13.4 | 641 | 19.5 | 14.3 | 626 | |
15 to 20 | 15.7 | 11.5 | 467 | 17.0 | 12.1 | 455 | ||
65 to 74 | 12 to 14 | 16.8 | 12.0 | 391 | 17.1 | 13.5 | 388 | |
15 to 20 | 13.9 | 10.2 | 225 | 14.9 | 10.2 | 223 | ||
75 + | 12 to 14 | 13.3 | 9.5 | 161 | 12.6 | 10.8 | 161 | |
15 to 20 | 10.2 | 7.6 | 91 | 11.3 | 8.9 | 90 | ||
ICU entry to ICU exit | 1 to 49 | 12 to 14 | 13.0 | 12.8 | 239 | 13.2 | 14.0 | 239 |
15 to 20 | 10.0 | 10.0 | 210 | 12.7 | 14.5 | 210 | ||
50 to 64 | 12 to 14 | 15.4 | 15.2 | 468 | 15.4 | 14.2 | 468 | |
15 to 20 | 12.0 | 12.0 | 337 | 13.6 | 13.8 | 337 | ||
65 to 74 | 12 to 14 | 13.6 | 13.4 | 237 | 13.6 | 12.5 | 237 | |
15 to 20 | 10.4 | 10.4 | 152 | 11.4 | 11.4 | 152 | ||
75 + | 12 to 14 | 7.6 | 7.5 | 109 | 8.1 | 8.9 | 109 | |
15 to 20 | 5.5 | 5.6 | 57 | 5.0 | 5.9 | 57 | ||
Hospital admission to ICU entry | 1 to 49 | 12 to 14 | 2.0 | 2.6 | 340 | 1.9 | 2.5 | 340 |
15 to 20 | 1.7 | 2.3 | 336 | 1.8 | 2.4 | 336 | ||
50 to 64 | 12 to 14 | 2.2 | 2.9 | 732 | 2.4 | 3.3 | 732 | |
15 to 20 | 2.0 | 2.7 | 610 | 1.8 | 2.2 | 610 | ||
65 to 74 | 12 to 14 | 2.2 | 2.9 | 421 | 2.1 | 2.9 | 421 | |
15 to 20 | 1.9 | 2.6 | 276 | 1.9 | 2.4 | 276 | ||
75 + | 12 to 14 | 2.4 | 3.1 | 168 | 1.9 | 2.4 | 168 | |
15 to 20 | 2.1 | 2.8 | 100 | 2.6 | 3.2 | 100 |