reference
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README.md
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RoBERTA based Social determinants of health NER with a standard ontology extension interface (SNOMED_CT and CUI)
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_sdoh_roberta_cui` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | n/a |
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| **License** | n/a |
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| **Author** | [Dima Lituiev]() |
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### Label Scheme
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| `ENTS_P` | 80.17 |
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| `ENTS_R` | 75.27 |
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| `TRANSFORMER_LOSS` | 37708138.10 |
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| `NER_LOSS` | 1444086.80 |
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---
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RoBERTA based Social determinants of health NER with a standard ontology extension interface (SNOMED_CT and CUI)
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+
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_sdoh_roberta_cui` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | n/a |
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| **License** | n/a |
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| **Author** | [Dima Lituiev](mailto:d.lituiev@gmail.com) |
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| **Reference** | [Automatic Extraction of Social Determinants of Health from Medical Notes of Chronic Lower Back Pain Patients](https://www.medrxiv.org/content/10.1101/2022.03.04.22271541v1) |
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### Label Scheme
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| `ENTS_P` | 80.17 |
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| `ENTS_R` | 75.27 |
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| 72 |
| `TRANSFORMER_LOSS` | 37708138.10 |
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| 73 |
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| `NER_LOSS` | 1444086.80 |
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