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Table 5 Top scoring adverse events for a class of drugs in this study, which are anti-depressant/ antipsychotic drugs prescribed for neurological problems, across the three different sources

From: A pipeline to extract drug-adverse event pairs from multiple data sources

AERS

BLOGS

BIOMEDICAL LITERATURE

DRUG

PT

BCPNN Variance

DRUG

EVENT

BCPNN Variance

DRUG

EVENT

BCPNN Variance

ZIPRASIDONE

TARDIVE DYSKINESIA

4.2677078217

BUPROPION

SMOKING

2.8487222833

BUPROPION

TOBACCO USE DISORDER

6.761617438

ZIPRASIDONE

DYSTONIA

4.0558212672

CARBAMAZEPINE

SEIZURES

2.1831882505

OLANZAPINE

SCHIZOPHRENIA

5.784907952

CARBAMAZEPINE

ANTICONVULSANT LEVEL DRUG INCREASED

3.8394557589

BUPROPION

INTERACTION

2.0278154524

ZIPRASIDONE

SCHIZOPHRENIA

5.740152197

ZIPRASIDONE

EXTRAPYRAMIDAL DISORDER

3.7617945087

TRAZODONE

BACK PAIN

2.0113279316

CARBAMAZEPINE

TRIGEMINAL NEURALGIA

5.736653425

ZIPRASIDONE

AKATHISIA

3.6922456683

OLANZAPINE

DIABETES MELLITUS

1.96163018

OLANZAPINE

BIPOLAR DISORDER

5.711829796

OLANZAPINE

HOSPITALISATION

3.6824877733

ZIPRASIDONE

VOMITING

1.9460228686

OLANZAPINE

PSYCHOMOTOR AGITATION

5.635398211

CARBAMAZEPINE

DRUG RASH WITH EOSINOPHILIA AND SYSTEMIC SYMPTOMS

3.5911285749

BUPROPION

WEIGHT LOSS

1.9125982688

PAROXETINE

HAM

5.635345408

ZIPRASIDONE

BRUXISM

3.3493728888

OLANZAPINE

OVERWEIGHT

1.8868082131

ZIPRASIDONE

QT INTERVAL

5.621769300

OLANZAPINE

LEUKOPENIA

3.2803137933

CARBAMAZEPINE

EXANTHEMA

1.8627395675

BUPROPION

SUBSTANCE WITHDRAWAL SYNDROME

5.616013843

CARBAMAZEPINE

ANTICONVULSANT DRUG LEVEL ABOVE THERAPEUTIC

3.2657628102

ZIPRASIDONE

TREMOR

1.831079029

ZIPRASIDONE

BIPOLAR DISORDER

5.601343825

  1. The scores here are the variance values obtained from running the BCPNN algorithm on the drug-AE pairs.