From: A compressed large language model embedding dataset of ICD 10 CM descriptions
Year of Published ICD-10-CM Code | Embedding dimension | Mean square error | Coef. of determination |
---|---|---|---|
2019 | 10 | 0.593 | 0.086 |
2019 | 50 | 0.388 | 0.056 |
2019 | 100 | 0.336 | 0.049 |
2019 | 1000 | 0.400 | 0.058 |
2020 | 10 | 0.593 | 0.086 |
2020 | 50 | 0.388 | 0.056 |
2020 | 100 | 0.336 | 0.049 |
2020 | 1000 | 0.400 | 0.058 |
2021 | 10 | 0.594 | 0.086 |
2021 | 50 | 0.389 | 0.056 |
2021 | 100 | 0.337 | 0.049 |
2021 | 1000 | 0.401 | 0.058 |
2022 | 10 | 0.595 | 0.086 |
2022 | 50 | 0.390 | 0.056 |
2022 | 100 | 0.338 | 0.049 |
2022 | 1000 | 0.402 | 0.058 |