---
license: cc-by-4.0
language:
- en
tags:
- peer-review
- scientific-papers
- nlp
size_categories:
- 10K<n<100K
---

# BMC Gastroenterology Peer Reviews

This dataset contains peer reviews from BMC, standardized to match the format of the `pawin205/PeerRT` dataset.

## Dataset Description

- **Source**: BMC
- **Standardization**: Matches `pawin205/PeerRT` schema with an additional `year` attribute.
- **Total Records**: (See dataset viewer)

## Dataset Structure

Each record contains the following attributes:

- `relative_rank`: Default value (0).
- `win_prob`: Default value (0.0).
- `title`: Title of the paper.
- `abstract`: Abstract of the paper.
- `full_text`: Full text of the paper (or review text if unavailable).
- `review`: The peer review text.
- `source`: Source of the data ('BMC').
- `review_src`: Original filename of the review.
- `criteria_count`: Dictionary containing counts of specific criteria in the review (e.g., criticism, praise).
- `dimension_scores`: Dictionary containing scores for various dimensions.
- `overall_score`: Computed overall score (reward value).
- `thinking_trace`: Placeholder (empty).
- `prompt`: Placeholder (empty).
- `prompt_length`: Placeholder (0).
- `conversations`: List of dictionaries representing the conversation (User/Assistant format).
- `year`: Year of publication (if available).

## Usage

```python
from datasets import load_dataset

dataset = load_dataset("JerMa88/BMC_Gastroenterology_Peer_Reviews")
print(dataset['train'][0])
```