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. Author manuscript; available in PMC: 2025 Jan 1.
Published in final edited form as: Pharmacoepidemiol Drug Saf. 2023 Dec 19;33(1):e5734. doi: 10.1002/pds.5734

Table 4 –

Calibration performance for competing prediction models using data available from either claims or electronic health records (EHRs) vs. only data typically available from insurance claims.

ALL MENTAL HEALTH ENCOUNTERS
# of Self-harm events Predicted Risk Observed Risk
EHR and Claims Claims only EHR and Claims Claims only EHR and Claims Claims only
<50% 2287 2389 0.001 0.001 0.001 0.001
50%−75% 4091 3956 0.004 0.004 0.003 0.003
75%−90% 6610 6606 0.009 0.009 0.010 0.010
90%−95% 4295 4306 0.018 0.018 0.019 0.018
95%−99% 7449 7652 0.039 0.039 0.039 0.040
99%−99.5% 1736 1766 0.084 0.083 0.076 0.075
>99.5% 3442 3235 0.133 0.136 0.144 0.139
LIMITED TO HEALTH SYSTEMS AND YEARS WITH >50% RECORDING OF PHQ-9 RESULTS
# of Self-harm events Predicted Risk Observed Risk
EHR and Claims Claims only EHR and Claims Claims only EHR and Claims Claims only
<50% 156 297 0.001 0.001 0.001 0.002
50%−75% 364 486 0.005 0.004 0.004 0.005
75%−90% 812 792 0.010 0.010 0.012 0.014
90%−95% 667 542 0.020 0.020 0.028 0.028
95%−99% 921 851 0.046 0.047 0.046 0.054
99%−99.5% 272 195 0.109 0.109 0.120 0.108
>99.5% 350 379 0.173 0.169 0.195 0.190