Update MedQuAD relationship and files section

README.md

@@ -142,6 +142,7 @@ This means that the labels are suitable for academic experimentation and model c
 | `label_map.json` | Mapping between labels and numeric class IDs. |
 | `dataset_stats.json` | Dataset-level statistics generated during preprocessing. |
 | `.gitattributes` | Git LFS configuration automatically used by Hugging Face/Git. |
+| `README.md` | Dataset Card documentation. |
 
 ## Relationship to MedQuAD
 
@@ -149,12 +150,18 @@ This dataset is separate from MedQuAD.
 
 The SymCAT-derived dataset in this repository was used for fine-tuning triage classification models. MedQuAD was processed separately in the broader project as a retrieval corpus for contextual medical question-answer information.
 
+The processed MedQuAD retrieval dataset is available separately as:
+
+[`cristian-untaru/medquad-retrieval-pretriage`](https://huggingface.co/datasets/cristian-untaru/medquad-retrieval-pretriage)
+
 Therefore:
 
-- SymCAT-derived dataset: used for classifier fine-tuning;
-- MedQuAD: used separately for retrieval and contextual medical information;
+- SymCAT-derived dataset: used for training/fine-tuning triage classifiers;
+- MedQuAD retrieval dataset: used for contextual retrieval of medical Q&A information;
 - the triage classifier is not fine-tuned on MedQuAD.
 
+This distinction is important because the SymCAT-derived dataset provides supervised triage labels, while MedQuAD provides medical question-answer context that can be retrieved and displayed alongside the classifier prediction.
+
 ## How to Load the Dataset
 
 The dataset can be loaded with the Hugging Face `datasets` library:
@@ -191,15 +198,18 @@ label: consult_gp
 
 The exact fields available in the CSV files are described in the **Data Fields** section.
 
-## Related Model Repositories
+## Related Dataset and Model Repositories
+
+Related dataset repositories:
 
-This dataset is intended to support the fine-tuning of transformer-based medical pre-triage classifiers.
+- [`cristian-untaru/symcat-medical-triage-dataset`](https://huggingface.co/datasets/cristian-untaru/symcat-medical-triage-dataset)
+- [`cristian-untaru/medquad-retrieval-pretriage`](https://huggingface.co/datasets/cristian-untaru/medquad-retrieval-pretriage)
 
-Related model repository:
+Related model repositories:
 
-- `cristian-untaru/distilbert-medical-triage`
+- [`cristian-untaru/distilbert-medical-triage`](https://huggingface.co/cristian-untaru/distilbert-medical-triage)
 
-Additional model repositories for BioBERT and RoBERTa may be added separately.
+Additional BioBERT and RoBERTa model repositories may be added separately after training and publication.
 
 ## Limitations