Extract Living Species

**Extract Living Species:**

This model was trained to extract living species from clinical texts, critical task for scientific disciplines like medicine, biology, ecology/biodiversity, nutrition and agriculture.
It is trained on the LivingNER corpus that is composed of clinical case reports extracted from miscellaneous medical specialties including COVID, oncology, infectious diseases, tropical medicine, urology, pediatrics, and others. This extraction process is pivotal in these scientific fields, as it enables researchers, healthcare professionals, and experts to access critical data related to various living organisms, which in turn contributes to the understanding and advancement of these disciplines.

**Additional Model Information**
- [Full model info on John Snow Labs Models Hub](https://nlp.johnsnowlabs.com/2023/06/17/ner_living_species_pipeline_en.html)
- **Domain:** Clinical Text Analysis
- **Subdomain:** Biomedical
- **Predictable entities:** HUMAN, SPECIES
- **Deployment Identifier:** 36. Extract Living Species

**How to run this model:**
1. Acquire a John Snow Labs Pay As You Go (PAYG) license from [John Snow Labs](https://my.johnsnowlabs.com/).
2. Import this listing
3. Use the attached notebook to deploy the model with **36. Extract Living Species** as the model parameter. **Do not use the Open button on this page which appears after importing this listing. It will fail to deploy a model and does not work yet, you must use the attached notebook.**

This model comes with optimized CPU and GPU builds. You can select which one to deploy via the notebook.

**How to obtain a PAYG license for John Snow Labs models:**

1. Access [my.JohnSnowLabs.com](https://my.johnsnowlabs.com/) and log in to your account. If you don't have an account, create one. 
2. Go to the Get License page. 
3. Switch to the PAYG Subscription tab and provide your credit card details. 
4. Carefully review the End User License Agreement and the Terms and Conditions documents. If you agree, click on the Create Subscription button. 
5. Once the process is complete, you will find your PAY-As-You-GO license listed on the My Subscriptions page. 
6. Visit the My Subscriptions page and copy the PAYG license key by clicking on the copy icon in the License Key column.
7. Go to your Databricks notebook and paste your JSL-license into the JSL-License field in the top of the notebook. You are now ready to go!