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Descriptive statistics of training sets and model performance.
| Descriptive statistics | Value, range | Value, mean (SD) |
| Number of disclosure statements | 1-200 | 100.0 (57.42) |
| Number of tokens | 4-1402 | 712.9 (405.94) |
| Number of sentences | 5-1031 | 525.2 (294.13) |
| Entities per sentence | 0.771-1.72 | 1.34 (0.14) |
| RoBERTa_base F1-score | 0.43-0.94 | 0.81(0.13) |
| GatorTron_base F1-score | 0.37-0.92 | 0.84 (0.13) |
| RoBERTa_large F1-score | 0.44-0.96 | 0.84 (0.14) |
| GPT-2_large F1-score | 0.30-0.72 | 0.58 (0.12) |
