Shrinkage-adjusted logit-scale scores across the herd
X: Covariate-adjusted PAP (mmHg) · Y: Latent Z score · colored by risk class
Kernel density of shrinkage-adjusted latent Z scores across the herd
Animals ranked by latent Z score (low to high) — colored by risk class
Risk Class Distribution
Raw PAP Distribution
All Animals
ID
Breed
Sex
Location
Sire
mPAP
Adj. PAP
Latent Z | Shrunk PAP
Risk Class
P(≥70)
P(≥80)
Trajectory
Stored Submissions
Date
Operation
Contact
Email
Phone
File
Animals
High/Extreme
Mean PAP
What should my data look like?
Your file needs these key columns. Download the template to get started.
Required Columns
Column
Example
Notes
ID
B307
Animal tag
PAP
48
Mean pressure (mmHg)
S
72
Systolic (mmHg)
D
34
Diastolic (mmHg)
Breed
Angus
Breed or group
Sex
H
H/S/B/etc.
Age (d)
385
Age in days
Location
Home Ranch
Test site
Sire
SR001
Family risk patterns
Strongly Recommended
Column
Example
Why it matters
Date
2026-03-02
Year adjustment
Previous PAP
44
Trajectory analysis
Previous PAP Date
2025-03-10
Time-based trajectory
Weight
850
Preserved in report
Elevation
7200
Quality check
Notes
calm
Flagged for review terms
Important: PAP-RIDGE is a decision-support tool only. Not a veterinary diagnosis. Always interpret with production goals, pedigree, environment, and professional judgment.