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README.md
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## Evaluation results
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## BioLinkBERT-base Performance
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| Entity Type | Exact (95% CI) | Partial (95% CI) |
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|--------------|----------------------|-----------------------|
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| CONDITION | 0.77 (0.73, 0.81) | 0.85 (0.82, 0.89) |
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| OTHER | 0.39 (0.33, 0.46) | 0.62 (0.56, 0.67) |
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| DRUG | 0.83 (0.77, 0.89) | 0.90 (0.85, 0.95) |
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| PHYSICAL | 0.41 (0.31, 0.50) | 0.71 (0.64, 0.79) |
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| BEHAVIOURAL | 0.32 (0.21, 0.42) | 0.68 (0.60, 0.77) |
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| SURGICAL | 0.09 (0.00, 0.22) | 0.29 (0.12, 0.46) |
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| RADIOTHERAPY | 0.00 (0.00, 0.00) | 0.00 (0.00, 0.00) |
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| CONTROL | 0.69 (0.59, 0.78) | 0.85 (0.78, 0.92) |
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### NeuroTrialNER Dataset Statistics
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You can read more about how this dataset was created in the NeuroTrialNER paper.
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## Evaluation results
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### BioLinkBERT-base Performance
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| Entity Type | Exact (95% CI) | Partial (95% CI) |
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|--------------|----------------------|-----------------------|
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| DRUG | 0.83 (0.77, 0.89) | 0.90 (0.85, 0.95) |
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| CONDITION | 0.77 (0.73, 0.81) | 0.85 (0.82, 0.89) |
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| CONTROL | 0.69 (0.59, 0.78) | 0.85 (0.78, 0.92) |
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| PHYSICAL | 0.41 (0.31, 0.50) | 0.71 (0.64, 0.79) |
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| BEHAVIOURAL | 0.32 (0.21, 0.42) | 0.68 (0.60, 0.77) |
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| OTHER | 0.39 (0.33, 0.46) | 0.62 (0.56, 0.67) |
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| SURGICAL | 0.09 (0.00, 0.22) | 0.29 (0.12, 0.46) |
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| RADIOTHERAPY | 0.00 (0.00, 0.00) | 0.00 (0.00, 0.00) |
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### NeuroTrialNER Dataset Statistics
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You can read more about how this dataset was created in the NeuroTrialNER paper.
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