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README.md

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+---
+language: nl
+license: mit
+tag_0: Text Classification
+---
+
+# A-PROOF ICF-domains Classification
+
+## Description
+
+A fine-tuned multi-label classification model that detects 9 [WHO-ICF](https://www.who.int/standards/classifications/international-classification-of-functioning-disability-and-health) domains in clinical text in Dutch. The model is based on a pre-trained Dutch medical language model [link to be added](), a RoBERTa model, trained from scratch on clinical notes of the Amsterdam UMC.
+
+## ICF domains
+The model can detect 9 domains, which were chosen due to their relevance to recovery from COVID-19:
+
+ICF code | Domain | name in repo
+---|---|---
+b1300 | Energy level | ENR
+b140 | Attention functions | ATT
+b152 | Emotional functions | STM
+b440 | Respiration functions | ADM
+b455 | Exercise tolerance functions | INS
+b530 | Weight maintenance functions | MBW
+d450 | Walking | FAC
+d550 | Eating | ETN
+d840-d859 | Work and employment | BER
+
+## Intended uses and limitations
+TBD
+
+## Training data
+TBD
+
+## Training procedure
+TBD
+
+## Evaluation results
+TBD
+
+## Authors and references
+TBD