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. Author manuscript; available in PMC: 2017 Dec 1.
Published in final edited form as: J Biomed Inform. 2016 Oct 5;64:211–221. doi: 10.1016/j.jbi.2016.10.002

Table 2.

TPARs for the outlier-based alerting framework estimated based on follow-up actions observed in the EMR data and standard errors of these estimates. Also included are alert rates for each threshold and corresponding TPARs.

alert parameter lab orders (22 models) med orders (64 models) combined (86 models)

TPAR Std err Alert rate TPAR Std err Alert rate TPAR Std err Alert rate

| 0.001 0.557 0.024 0.004 0.289 0.045 0.001 0.507 0.021 0.005
| 0.0025 0.529 0.015 0.011 0.267 0.025 0.003 0.474 0.013 0.014
| 0.005 0.519 0.010 0.022 0.247 0.017 0.006 0.459 0.009 0.028
| 0.01 0.520 0.007 0.044 0.230 0.012 0.013 0.456 0.006 0.056
| 0.015 0.519 0.006 0.066 0.211 0.009 0.019 0.450 0.005 0.085
| 0.025 0.512 0.005 0.109 0.216 0.007 0.032 0.445 0.004 0.141
| 0.04 0.494 0.004 0.175 0.210 0.006 0.051 0.430 0.003 0.226
| 0.06 0.478 0.003 0.263 0.202 0.004 0.077 0.415 0.003 0.339
| 0.08 0.451 0.003 0.350 0.197 0.004 0.102 0.394 0.002 0.453
| 0.1 0.419 0.002 0.438 0.191 0.003 0.128 0.367 0.002 0.566