| license: apache-2.0 | |
| task_categories: | |
| - text-classification | |
| pretty_name: VAERS outcomes | |
| dataset_info: | |
| features: | |
| - name: id | |
| dtype: int64 | |
| - name: text | |
| dtype: string | |
| - name: labels | |
| sequence: float64 | |
| splits: | |
| - name: train | |
| num_bytes: 16882747 | |
| num_examples: 31093 | |
| - name: test | |
| num_bytes: 3616160 | |
| num_examples: 6663 | |
| - name: val | |
| num_bytes: 3660956 | |
| num_examples: 6662 | |
| download_size: 9894349 | |
| dataset_size: 24159863 | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/train-* | |
| - split: test | |
| path: data/test-* | |
| - split: val | |
| path: data/val-* | |
| <!-- Provide a quick summary of the dataset. --> | |
| This data set contains VAERS `SYMPTOM_TEXT` records paired with a list of potential outcomes. | |
| ### Source Data | |
| Data originates from [VAERS](https://vaers.hhs.gov). | |
| ### Encoding | |
| The `label` column comprises a 7-length binary array that comprises the following values: | |
| | Name | Meaning | VAERS originating field | | |
| | ---- | --- | --- | | |
| | `DIED` | Whether the patient died | `DIED` | | |
| | `ER_VISIT` | Whether the patient has presented at an ER/ED | `ER_VISIT` and `ER_ED_VISIT` (depending on version) | | |
| | `HOSPITAL` | True if the patient was admitted to hospital | `HOSPITAL` | | |
| | `OFC_VISIT` | Whether the patient presented at a doctor's office | `OFC_VISIT` | | |
| | `X_STAY` | True if the patient's existing hospital admission was prolonged in a manner attributed by the reporter to the report event | `X_STAY` | | |
| | `DISABLE` | True if the patient continued, at the time of report, to experience a disability attributed by the reporter to the report event | `DISABLE` | | |
| | `D_PRESENTED` | A derived field, `D_PRESENTED` is true if the patient presented at ER, a doctor's office or hospital. Automatically true if `X_STAY` is true. | None (derived field) | | |