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README.md
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---
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language: es
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tags:
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- biomedical
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- clinical
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- spanish
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- bsc-bio-ehr-es
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license: apache-2.0
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datasets:
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- "PlanTL-GOB-ES/pharmaconer"
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metrics:
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- f1
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model-index:
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- name: IIC/bsc-bio-ehr-es-pharmaconer
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results:
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- task:
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type: token-classification
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dataset:
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name: pharmaconer
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type: PlanTL-GOB-ES/pharmaconer
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split: test
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metrics:
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- name: f1
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type: f1
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value: 0.904
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pipeline_tag: token-classification
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widget:
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- text: "Se realizó estudio analítico destacando incremento de niveles de PTH y vitamina D (103,7 pg/ml y 272 ng/ml, respectivamente), atribuidos al exceso de suplementación de vitamina D."
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- text: " Por el hallazgo de múltiples fracturas por estrés, se procedió a estudio en nuestras consultas, realizándose análisis con función renal, calcio sérico y urinario, calcio iónico, magnesio y PTH, que fueron normales."
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- text: "Se solicitó una analítica que incluía hemograma, bioquímica, anticuerpos antinucleares (ANA) y serologías, examen de orina, así como biopsia de la lesión. Los resultados fueron normales, con ANA, anti-Sm, anti-RNP, anti-SSA, anti-SSB, anti-Jo1 y anti-Scl70 negativos."
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---
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# bsc-bio-ehr-es-pharmaconer
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This model is a finetuned version of bsc-bio-ehr-es for the pharmaconer dataset used in a benchmark in the paper TODO. The model has a F1 of 0.904
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Please refer to the original publication for more information TODO LINK
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## Parameters used
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| parameter | Value |
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|-------------------------|:-----:|
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| batch size | 16 |
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| learning rate | 4e-05 |
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| classifier dropout | 0.1 |
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| warmup ratio | 0 |
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| warmup steps | 0 |
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| weight decay | 0 |
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| optimizer | AdamW |
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| epochs | 10 |
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| early stopping patience | 3 |
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## BibTeX entry and citation info
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```bibtex
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TODO
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```
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