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. 2023 Jun 12;14:1143175. doi: 10.3389/fpsyt.2023.1143175
AUC Area under receiver operating characteristic curve
C-SSRS Columbia-suicide severity rating scale
CI Confidence interval
CRC Clinical research coordinator
CV Cross-validation
GAD-7 Generalized anxiety disorder 7-item
GSS Group-shuffle-split
LOSO Leave-one-subject-out
LR Logistic regression
MHSAFE Mental health hopes secrets anger fear and emotional pain
ML Machine learning
NLP Natural language processing
NPV Negative predictive value
PHQ-9 Patient health questionnaire 9-item
PPV Positive predictive value
RM Research match
SD Standard deviation
STM Suicide thought markers (study)
SVM Support vector machine
XGB Extreme gradient boosting