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J Am Med Inform Assoc 17:85-90 doi:10.1197/jamia.M3061
  • Original Investigation

Use of population health data to refine diagnostic decision-making for pertussis

Table 5

Misclassification of best models versus actual clinician performance

Percent of patients pertussis positive but not treated (95% CI) Percent of patients pertussis negative but treated (95% CI)
Clinician's actual treatment per electronic chart review 13% (2 to 23) 60% (55 to 65)
Best clinical only model 11% (1 to 21) 73% (69 to 78)
Best local disease incidence only model 61% (45 to 76) 15% (11 to 18)
Best contextualized model 0% (0 to 8) 62% (57 to 67)

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