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Table 3 The most parsimonious linear regression model after stepwise model selection with AIC for predicting HDRS scores at the end of treatment trajectories

From: Information extraction from free text for aiding transdiagnostic psychiatry: constructing NLP pipelines tailored to clinicians’ needs

Predictor

Coefficient

Standard error

P-value

(Intercept)

8.549

3.151

0.00777

Mean sentiment psychiatry symptoms

-3.711

1.336

0.00645

Mean sentiment social functioning

2.354

1.318

0.07692

No change in juridical status

5.496

0.920

0.35966

Juridical status improved

5.412

2.698

0.04739

No change in benzodiazepine prescriptions

-3.769

1.774

0.03589

Decrease in benzodiazepine prescriptions

-3.467

2.288

0.13264

No change in other psychiatry medication prescriptions

2.346

1.628

0.15243

Decrease in other psychiatry medication prescriptions

3.403

1.881

0.07315