Create README.md

README.md

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+---
+license: mit
+datasets:
+- ncbi/pubmed
+language:
+- en
+tags:
+- medical
+- biology
+- code
+---
+# Model Card: Journal Retrieval Code Model
+
+## Model Description
+- **Model Name**: Journal Retrieval Code Model
+- **Model Architecture**: Biopython-based data extraction and retrieval
+- **Intended Use**: Extracts and retrieves journal data from PubMed articles using PM IDs.
+- **License**: MIT License
+
+## Training Data
+- **Dataset**: The model was used on PubMed articles data.
+- **Data Preprocessing**: Data was preprocessed by extracting relevant fields such as abstract, title, journal, language, year, and month.
+
+## Training Procedure
+- **Hyperparameters**: N/A
+- **Training Duration**: N/A
+- **Compute Resources**: N/A
+
+## Evaluation
+- **Metrics**: Accuracy of data retrieval and parsing
+- **Results**: N/A
+- **Evaluation Data**: Various PM IDs provided by users.
+
+## Intended Use Cases
+- **Primary Use Case**: Academic research, systematic reviews, and meta-analyses.
+- **Secondary Use Cases**: General data extraction for biomedical research.
+- **Misuse**: Not suitable for extracting data outside the PubMed database. May not handle edge cases well.
+
+## Limitations
+- **Known Limitations**: Only works with PubMed data and requires valid PM IDs.
+- **Potential Biases**: Relies on the availability and accuracy of PubMed's data.
+
+## How to Use
+### Installation
+Install the necessary dependencies:
+```bash
+pip install biopython pandas huggingface_hub