AUC	Area Under the Curve
CI	Confidence Interval
ED	Emergency Department
HER	Electronic Health Record
I2	I-squared (measure of heterogeneity)
LR	Logistic Regression
ML	Machine Learning
NIHSS	National Institutes of Health Stroke Scale
NLP	Natural Language Processing
PRISMA	Preferred Reporting Items for Systematic Reviews and Meta-Analyses
PROBAST	Prediction Model Risk of Bias Assessment Tool
RF	Random Forest
SVM	Support Vector Machine
XGBoost	Extreme Gradient Boosting
ANN	Artificial Neural Network
CV	Cross-Validation
FIM	Functional Independence Measure
mRS	Modified Rankin Scale
NB	Naïve Bayes
NR	Not Reported
TIA	Transient Ischemic Attack
TRIPOD	Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis
LASSO	Least Absolute Shrinkage and Selection Operator