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Update README.md

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@@ -113,6 +113,7 @@ ProtoPatient/
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  └── .gitattributes
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  ```
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  ## How to Use the Model
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@@ -236,6 +237,7 @@ for label_id, u_c in enumerate(proto_vecs):
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  print(train_texts[idx[0][0]])
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  ```
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  # Intended Use, Limitations & Ethical Considerations
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@@ -247,6 +249,8 @@ for label_id, u_c in enumerate(proto_vecs):
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  - **Interpretability Demonstration:**
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  The model demonstrates how prototype-based methods can provide interpretable multi-label classification on clinical admission notes.
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  ## Limitations
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  - **Generalization:**
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  - **Inter-diagnosis Relationships:**
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  The model does not explicitly model relationships (e.g., conflicts or comorbidities) between different diagnoses.
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  ## Ethical & Regulatory Considerations
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  - **Not for Direct Clinical Use:**
 
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  └── .gitattributes
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  ```
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+ ---
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  ## How to Use the Model
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  print(train_texts[idx[0][0]])
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  ```
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+ ---
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  # Intended Use, Limitations & Ethical Considerations
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  - **Interpretability Demonstration:**
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  The model demonstrates how prototype-based methods can provide interpretable multi-label classification on clinical admission notes.
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+ ---
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+
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  ## Limitations
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  - **Generalization:**
 
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  - **Inter-diagnosis Relationships:**
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  The model does not explicitly model relationships (e.g., conflicts or comorbidities) between different diagnoses.
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+ ---
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+
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  ## Ethical & Regulatory Considerations
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  - **Not for Direct Clinical Use:**