Table 5.
All patients (N = 618K) |
Patients with social history text (N = 225K) |
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SDOH source |
SDOH source |
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SDOH | # Patients with SDOH info | Struct. | NLP | Both | # Patients with SDOH info | Struct. | NLP | Both |
Alcohol (current) | 148 221 | 87% | 5% | 8% | 106 658 | 82% | 7% | 11% |
Tobacco (current) | 34 871 | 69% | 19% | 12% | 25 675 | 56% | 26% | 17% |
Drug (current) | 42 309 | 86% | 10% | 5% | 31 222 | 81% | 13% | 6% |
Employment (any status) | 575 278 | 88% | 1% | 11% | 200 926 | 66% | 4% | 30% |
Living Status (homeless) | 11 567 | 64% | 32% | 4% | 9390 | 55% | 39% | 5% |
Note: For purposes of comparison, in the right-most three columns, we further limit structured data to only patients who had social history narrative text as well.