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README.md
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type: f_score
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value: 0.7764060357
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widget:
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example_title:
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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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| `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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type: f_score
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value: 0.7764060357
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widget:
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- text: She lives in Oakland with her bf and commutes to work by bus.
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example_title: SDOH NER example 1
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- text: "There are some\_logistical barriers, as she lives in Oakland and works at the VA, commuting by\_bus"
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example_title: SDOH NER example 2
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- text: "I have also been very\_moody/tearful and generally depressed\_on a daily basis"
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example_title: SDOH NER example 3
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- text: >-
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Patient is a 85 yo widow, who lives in section 8 housing. She is
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occasionally visited by her daughter and grandchildren.
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example_title: SDOH NER example 4
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license: mit
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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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| `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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