Table 2:

Error Analysis for False Negative/Positive Predictions of the SCD-Tron Model

Potential Reasons	Representative Cases
Weak Evidence. Primarily focuses on physical impairments and care goals, with minimal mention of cognitive symptoms, potentially leading to misclassification	False Negative. GOALS HH - ADL / IADL Impairment. HH - Promote higher level of independence with performance of ADLs/IADLs. [OT]. HH - Advance Care Planning. HH - Verbalize awareness of Advance Care Planning. [MSW, OT, PT, SLP, SN]. HH - Aspiration - Risk of. HH - Knowledge and management of aspiration precautions. [MSW, OT, PT, SLP, SN]. … HH - Health Maintenance / Patient Strengths Impacting Goal Achievement. HH - Patient will utilize their strengths to achieve optimal knowledge and management for safe home/ community functioning. [MSW, OT, PT, SLP, SN]. HH - Mental Status - Impaired. HH - Mental status allows patient to safely function within their home environment…
The issue is caused by side effects of medication rather than SCD.	False Positive. 1 Onc:. Clinically doing well on Ibrutinib. However S and her husband are concerned that her memory and anxiety/depression has worsened on this medication. We discussed this with Dr. A and Dr. B as well. We offered holding the ibrutinib to see if this would help. However she is not interested in doing this at this time. We discussed other options such as Venetoclax. She prefers to treat the depression instead and stay on Ibrutinib. Please see Dr. A’s note from today regarding plan for f/u…