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. 2021 Sep 13;23(9):e27798. doi: 10.2196/27798

Table 6.

Single-task and multitask learning performance for CA-readmission and ALL-readmission.a

Readmission CA-readmission ALL-readmission

AUROCb F1 Precision Recall AUROC F1 Precision Recall
Single-task learning 0.847 0.214 0.162 0.315 0.872 0.554 0.424 0.801
Multitask learning 0.852 0.209 0.152 0.335 0.889 0.562 0.430 0.811

aCA-readmission: cardiac arrest readmission (30-day readmission after CA records); ALL-readmission: 30-day readmission after all records.

bAUROC: area under the receiver operating characteristic.