pone.0260885.s001.tif (1.14 MB)
Model calibration curve.
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posted on 2021-12-10, 18:32 authored by Son Q. Duong, Le Zheng, Minjie Xia, Bo Jin, Modi Liu, Zhen Li, Shiying Hao, Shaun T. Alfreds, Karl G. Sylvester, Eric Widen, Jeffery J. Teuteberg, Doff B. McElhinney, Xuefeng B. LingThe observed versus expected model predictions across all risk score assignments. Yellow shaded area represents 95% confidence interval.
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onset heart failurehigh healthcare utilizationhealth information exchangetargeted resource allocationhf prediction toolhf disease burdenrisk stratification toolxlink "> newpreventative care resourcesone inpatient codeincreased risk incidenthf may allowmodel developed incidentxlink ">focused allocationemr resourcesclinical carehf definedhf casesreduce incidentyear riskvalidation cohorttwo outpatientpoor prognosismodel centire spectrumdata spandata collectedboosting algorithmapplied machinealgorithm could
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