ModelAnimal
Providing high-fidelity, biologically grounded synthetic datasets designed specifically for the veterinary health and diagnostic sectors by Dr. Alison L. Davis, DVM, MPVM
Synthetic Dataset: Feline Chronic Kidney Disease
ModelAnimal's Feline CKD Dataset is a 10,000-subject longitudinal cohort designed to provide a robust training ground for veterinary AI and predictive diagnostics. Unlike standard synthetic datasets, ModelAnimal integrates complex biological "noise" -- including sarcopenia-driven creatinine suppression, hyperthyroid GFR masking, owner non-compliance mimicking, and informative missingness -- to replicate the true diagnostic hurdles faced by clinicians in feline internal medicine.
Feline CKD: Survival Analysis & Outcomes
The data creation engine utilizes a Weibull distribution for survival, modified by owner compliance and proteinuria status.
• Proteinuria Penalty: Median survival time (MST) for proteinuric cats is 1,136 days, compared to 1,935 days for non-proteinuric cats.
• Compliance Dividend: Treatment-compliant owners saw a median survival of 706.0 days vs. 535.5 days for non-compliant owners in the progressive cohort.
Sales
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ModelAnimal: High-Fidelity Feline CKD Synthetic Dataset
10,000 subjects. 6 years of longitudinal labs. Engineered by a DVM/MPVM to bridge the gap between statistical noise and clinical reality.
1. Free Sample Kit
Best for technical vetting and schema mapping.
• The Data: 50-subject sample cohort (3 CSVs).
• The Docs: Full Technical White Paper, ReadMe txt document
• The Goal: Verify file structures and clinical logic before you buy.
• Price: $0 (Email Required)
2. Basic Tier (Research License)
Best for academic researchers and individual data scientists.
• The Data: Full 10,000-subject cohort (~120,000 observations).
• The Format: 3 CSVs exports for Python, R, or Excel. Full Technical White Paper, ReadMe txt document
• The Design: Full longitudinal outcomes including survival and compliance data.
• Price: $899
3. Institutional Tier (Enterprise License)
Best for Diagnostic R&D, Pharma, and MedTech AI teams.
• The Data: Fully indexed SQLite Relational Database + 3 CSVs. Full Technical White Paper, ReadMe txt document, Institutional license agreement
• The Standard: Engineered for "Challenge Cases" (Sarcopenia & GFR masking).
• Price: $7,500
ModelAnimal
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Disclaimer & Terms of Use
1. Nature of the Data
The ModelAnimal: Feline CKD Dataset is a 10,000-subject longitudinal cohort of synthetic data. All records, biomarkers, and clinical outcomes were generated using a proprietary stochastic engine designed to replicate the statistical and biological patterns of feline chronic kidney disease. While this dataset is engineered to reflect high-fidelity clinical logic (including IRIS staging and biomarker divergence), it contains no real-world patient records and is not derived from actual electronic medical records (EMR).
2. No Veterinary-Client-Patient Relationship
Provision of this data and its accompanying technical documentation does not constitute the practice of veterinary medicine. The information provided is for research, educational, and software-development purposes only. Use of this dataset does not establish a veterinary-client-patient relationship between the provider and the user.
3. Not for Clinical Decision-Making
This dataset is a simulation tool intended for training machine learning models and validating data architectures. It should not be used to guide the medical treatment, diagnosis, or prognosis of any living animal. Clinical decisions should always be made by a licensed veterinarian based on the examination of a physical patient and real-world diagnostic results.
4. Limitation of Liability
The data is provided "as is" without warranties of any kind. ModelAnimal and its creators are not liable for any specific outcomes, algorithmic biases, or diagnostic errors resulting from the use of this synthetic data in third-party software or AI applications. The user assumes all risk for the integration and interpretation of the dataset within their own technical environment.
5. Terms of Service (ToS)
Upon purchase, ModelAnimal grants the User a non-exclusive, non-transferable license to use the synthetic dataset for internal research, model training, and diagnostic validation.
Redistribution, resale, or "re-packaging" of the raw data as a standalone product is strictly prohibited.
User acknowledges that all data provided is 100% synthetic and engineered for simulation purposes. It does not represent real individual animals and should not be used as a primary substitute for clinical veterinary judgment in a live practice setting.
6. Privacy Policy
We collect only the information necessary to process your transaction (Name, Email, Billing Info) via our Merchant of Record.
ModelAnimal does not collect, store, or transmit any Protected Health Information (PHI) or real-world veterinary records. All clinical datasets sold are synthetically generated and contain no identifiable information from real animals or owners.
We do not sell your personal contact information to third parties. Your email is used solely for product delivery and critical updates regarding your dataset purchase.
7. Refund Policy
No Refunds: Due to the digital nature of the product (downloadable CSV and SQLite files), all sales are final once the download link has been accessed.
We provide a Free Sample Kit (50-subject cohort) and a Technical White Paper for every dataset. We strongly encourage users to vet the sample data for schema compatibility before purchasing the full 10,000-subject cohort.
Technical Issues: If a file is corrupted or a download link fails, please contact us through the contact portal for a manual replacement within 48 hours.