From: Mining hidden knowledge for drug safety assessment: topic modeling of LiverTox as a case study
Drug name | 1st topic | 2nd topic | 3rd topic | |||
---|---|---|---|---|---|---|
 | Topic ID | Prob. | Topic ID | Prob. | Topic ID | Prob. |
Atovaquone†| 37 | 6.2E-01 | 14 | 3.8E-01 | 40 | 5.9E-05 |
Buprenorphine†| 22 | 4.1E-01 | 37 | 3.1E-01 | 31 | 2.5E-01 |
Clarithromycin†| 37 | 5.3E-01 | 17 | 2.6E-01 | 3 | 1.8E-01 |
Diflunisal†| 37 | 3.6E-01 | 38 | 2.6E-01 | 29 | 2.2E-01 |
Flecainide†| 37 | 4.3E-01 | 18 | 2.7E-01 | 30 | 2.1E-01 |
Infliximab†| 37 | 5.4E-01 | 14 | 3.6E-01 | 39 | 9.6E-02 |
Methimazole†| 37 | 6.1E-01 | 7 | 3.9E-01 | 40 | 4.4E-05 |
Minocycline†| 37 | 8.9E-01 | 35 | 1.1E-01 | 40 | 6.9E-05 |
Nabumetone†| 38 | 4.2E-01 | 36 | 4.2E-01 | 37 | 1.5E-01 |
Proguanil†| 37 | 5.8E-01 | 14 | 4.2E-01 | 40 | 4.0E-05 |
Salsalate†| 38 | 6.4E-01 | 37 | 1.9E-01 | 30 | 1.7E-01 |
Ticlopidine†| 37 | 4.5E-01 | 31 | 2.9E-01 | 7 | 2.5E-01 |
Topiramate†| 35 | 4.9E-01 | 37 | 3.5E-01 | 5 | 1.7E-01 |
Chlorzoxazone* | 37 | 6.4E-01 | 17 | 2.2E-01 | 20 | 1.0E-01 |
Cocaine* | 29 | 4.7E-01 | 37 | 2.4E-01 | 23 | 1.7E-01 |
Chlorpromazine* | 13 | 7.0E-01 | 21 | 1.9E-01 | 37 | 1.1E-01 |
Greater celandine* | 37 | 8.2E-01 | 20 | 9.8E-02 | 34 | 5.9E-02 |
Hydralazine* | 37 | 6.7E-01 | 17 | 3.0E-01 | 35 | 3.4E-02 |
Jin bu huan* | 37 | 5.7E-01 | 27 | 2.6E-01 | 14 | 1.7E-01 |
Shouwupian* | 37 | 9.8E-01 | 27 | 2.1E-02 | 40 | 5.2E-05 |
Colchicine‡§ | 33 | 4.0E-01 | 37 | 2.5E-01 | 9 | 1.9E-01 |
Fenofibrate‡§ | 37 | 8.7E-01 | 33 | 1.3E-01 | 40 | 2.7E-05 |
Mebendazole‡§ | 5 | 4.6E-01 | 2 | 2.5E-01 | 37 | 2.3E-01 |
Metformin‡§ | 37 | 6.2E-01 | 10 | 3.5E-01 | 32 | 2.8E-02 |
Nifedipine‡§ | 37 | 5.9E-01 | 14 | 2.2E-01 | 21 | 1.7E-01 |
Verapamil‡§ | 37 | 5.9E-01 | 21 | 3.6E-01 | 9 | 5.1E-02 |
Acebutolol‡ | 37 | 5.4E-01 | 5 | 4.6E-01 | 40 | 3.6E-05 |
Adefovir‡ | 26 | 5.9E-01 | 37 | 3.1E-01 | 30 | 9.6E-02 |
Alfuzosin‡ | 21 | 6.0E-01 | 37 | 2.2E-01 | 30 | 1.8E-01 |
Ceftriaxone‡ | 37 | 5.3E-01 | 33 | 3.3E-01 | 7 | 8.0E-02 |
Gold salts‡ | 37 | 7.0E-01 | 39 | 1.9E-01 | 4 | 1.1E-01 |
Linezolid‡ | 6 | 3.9E-01 | 36 | 2.6E-01 | 37 | 2.0E-01 |
Montelukast‡ | 31 | 4.3E-01 | 37 | 3.4E-01 | 5 | 2.1E-01 |
Olanzapine‡ | 37 | 5.9E-01 | 13 | 1.8E-01 | 19 | 1.7E-01 |
Orphenadrine‡ | 29 | 5.8E-01 | 37 | 3.7E-01 | 11 | 5.2E-02 |
Oxacillin‡ | 37 | 5.8E-01 | 4 | 3.7E-01 | 12 | 4.5E-02 |
Phenelzine‡ | 31 | 6.2E-01 | 37 | 3.6E-01 | 1 | 1.9E-02 |
Risperidone‡ | 37 | 6.4E-01 | 13 | 3.2E-01 | 18 | 2.9E-02 |
Sotalol‡ | 32 | 4.7E-01 | 37 | 4.3E-01 | 7 | 1.0E-01 |
Thioridazine‡ | 13 | 8.4E-01 | 37 | 1.6E-01 | 40 | 4.0E-05 |
Ticarcillin/clavulanate‡ | 37 | 4.5E-01 | 4 | 3.2E-01 | 3 | 2.3E-01 |
Trisalicylate‡ | 38 | 5.4E-01 | 37 | 4.6E-01 | 40 | 4.1E-05 |
Clofibrate | 37 | 4.0E-01 | 31 | 3.4E-01 | 33 | 2.6E-01 |
Methocarbamol | 37 | 3.5E-01 | 25 | 3.3E-01 | 38 | 2.9E-01 |
Pentamidine | 37 | 7.7E-01 | 29 | 2.3E-01 | 40 | 5.7E-05 |
Reserpine | 37 | 5.3E-01 | 36 | 3.2E-01 | 9 | 9.3E-02 |
Aloe Vera | 37 | 6.1E-01 | 9 | 2.8E-01 | 36 | 1.1E-01 |
Ba Jiao Lian | 25 | 5.9E-01 | 37 | 4.1E-01 | 40 | 6.4E-05 |
Chi R Yun | 25 | 3.2E-01 | 37 | 2.7E-01 | 11 | 2.4E-01 |
Shosaikoto/daisaikoto | 37 | 7.6E-01 | 23 | 2.4E-01 | 40 | 3.8E-05 |