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bert-drug-classification

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Upload BertForSequenceClassification

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  1. config.json +902 -902
config.json CHANGED
@@ -10,908 +10,908 @@
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  "hidden_dropout_prob": 0.1,
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  "hidden_size": 768,
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163
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167
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168
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169
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170
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171
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174
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175
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176
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177
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178
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179
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180
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181
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182
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183
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184
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185
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186
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187
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188
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189
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190
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191
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192
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193
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194
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195
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196
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197
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198
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199
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200
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201
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202
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203
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204
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205
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206
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207
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210
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211
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212
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213
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214
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216
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217
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218
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219
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220
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221
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223
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224
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225
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226
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227
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228
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229
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230
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232
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233
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234
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235
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236
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238
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239
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240
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241
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242
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243
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244
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245
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247
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248
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249
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250
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251
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252
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253
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254
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255
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256
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257
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258
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259
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260
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262
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263
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264
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265
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266
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267
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268
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275
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276
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277
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278
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280
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281
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282
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285
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286
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287
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288
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289
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290
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291
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292
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293
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294
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295
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296
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297
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298
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299
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300
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301
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302
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303
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304
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305
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306
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307
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310
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312
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313
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315
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318
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319
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320
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321
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322
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331
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332
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333
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334
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335
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336
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337
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338
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340
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341
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350
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352
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353
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354
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355
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356
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357
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358
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359
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360
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361
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362
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363
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364
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365
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366
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367
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368
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380
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388
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400
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401
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415
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416
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425
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427
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428
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429
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431
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432
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433
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434
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436
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438
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439
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440
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442
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443
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444
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445
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448
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449
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450
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451
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453
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454
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457
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462
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464
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465
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466
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467
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468
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472
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475
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476
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477
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478
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479
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480
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481
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482
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484
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486
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487
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488
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489
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490
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491
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492
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493
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494
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495
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496
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497
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498
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499
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500
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501
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502
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503
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504
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505
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506
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507
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508
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509
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510
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511
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512
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513
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514
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515
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516
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517
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518
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519
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520
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521
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522
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523
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524
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525
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526
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527
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528
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529
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
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540
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541
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542
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543
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544
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545
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546
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547
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548
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549
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550
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551
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552
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553
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555
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556
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557
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558
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559
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560
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561
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563
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564
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565
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566
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567
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568
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569
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570
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571
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572
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573
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574
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575
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576
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577
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578
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579
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580
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581
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582
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583
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584
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585
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586
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587
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588
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589
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624
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629
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630
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631
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632
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633
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634
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635
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637
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640
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641
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642
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643
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644
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645
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646
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647
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648
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660
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670
+ "657": "heart failure",
671
+ "658": "ulcerative colitis, maintenance",
672
+ "659": "prostatitis",
673
+ "660": "nonalcoholic fatty liver disease",
674
+ "661": "43</span> users found this comment helpful.",
675
+ "662": "actor ix deficiency",
676
+ "663": "rheumatoid arthritis",
677
+ "664": "bacterial infection",
678
+ "665": "iron deficiency anemia",
679
+ "666": "prevention of hypokalemia",
680
+ "667": "malaria prevention",
681
+ "668": "opiate adjunct",
682
+ "669": "gouty arthritis",
683
+ "670": "reflex sympathetic dystrophy syndrome",
684
+ "671": "narcolepsy",
685
+ "672": "angioedema",
686
+ "673": "trichomoniasis",
687
+ "674": "ventricular fibrillation",
688
+ "675": "hypertriglyceridemia",
689
+ "676": "pulmonary edema",
690
+ "677": "ankylosing spondylitis",
691
+ "678": "29</span> users found this comment helpful.",
692
+ "679": "macular edema",
693
+ "680": "mycobacterium avium-intracellulare, treatment",
694
+ "681": "delayed puberty, male",
695
+ "682": "eosinophilic esophagitis",
696
+ "683": "cutaneous larva migrans",
697
+ "684": "brain tum",
698
+ "685": "opiate withdrawal",
699
+ "686": "dermatological disorders",
700
+ "687": "acute nonlymphocytic leukemia",
701
+ "688": "carcinoid tum",
702
+ "689": "gout, prophylaxis",
703
+ "690": "constipation, acute",
704
+ "691": "sinusitis",
705
+ "692": "macular degeneration",
706
+ "693": "ulcerative colitis, active",
707
+ "694": "premature ventricular depolarizations",
708
+ "695": "anxiety",
709
+ "696": "sedation",
710
+ "697": "gastrointestinal stromal tum",
711
+ "698": "hyperlipoproteinemia type iia, elevated ldl",
712
+ "699": "ophthalmic surgery",
713
+ "700": "obesity",
714
+ "701": "neurosis",
715
+ "702": "scabies",
716
+ "703": "stomach ulce",
717
+ "704": "11</span> users found this comment helpful.",
718
+ "705": "46</span> users found this comment helpful.",
719
+ "706": "urinary tract infection",
720
+ "707": "crohn's disease, acute",
721
+ "708": "dermatophytosis",
722
+ "709": "12</span> users found this comment helpful.",
723
+ "710": "short stature for age",
724
+ "711": "surgical prophylaxis",
725
+ "712": "av heart block",
726
+ "713": "asthma, maintenance",
727
+ "714": "conjunctivitis",
728
+ "715": "33</span> users found this comment helpful.",
729
+ "716": "seasonal allergic conjunctivitis",
730
+ "717": "ibrocystic breast disease",
731
+ "718": "llicle stimulation",
732
+ "719": "alpha-1 proteinase inhibitor deficiency",
733
+ "720": "social anxiety disorde",
734
+ "721": "parkinsonism",
735
+ "722": "colorectal cance",
736
+ "723": "ailure to thrive",
737
+ "724": "yellow fever prophylaxis",
738
+ "725": "juvenile rheumatoid arthritis",
739
+ "726": "40</span> users found this comment helpful.",
740
+ "727": "pemphigoid",
741
+ "728": "8</span> users found this comment helpful.",
742
+ "729": "high blood pressure",
743
+ "730": "schilling test",
744
+ "731": "portal hypertension",
745
+ "732": "tinea pedis",
746
+ "733": "dysuria",
747
+ "734": "cluster-tic syndrome",
748
+ "735": "cervical dystonia",
749
+ "736": "alzheimer's disease",
750
+ "737": "16</span> users found this comment helpful.",
751
+ "738": "14</span> users found this comment helpful.",
752
+ "739": "thrombocytopenia",
753
+ "740": "bullous pemphigoid",
754
+ "741": "mumps prophylaxis",
755
+ "742": "nausea/vomiting, postoperative",
756
+ "743": "24</span> users found this comment helpful.",
757
+ "744": "25</span> users found this comment helpful.",
758
+ "745": "von willebrand's disease",
759
+ "746": "41</span> users found this comment helpful.",
760
+ "747": "salivary gland cance",
761
+ "748": "new daily persistent headache",
762
+ "749": "malaria",
763
+ "750": "nsaid-induced gastric ulce",
764
+ "751": "primary hyperaldosteronism diagnosis",
765
+ "752": "aspergillosis, aspergilloma",
766
+ "753": "vertig",
767
+ "754": "parkinson's disease",
768
+ "755": "peripheral neuropathy",
769
+ "756": "anxiety and stress",
770
+ "757": "organ transplant, rejection prophylaxis",
771
+ "758": "benign prostatic hyperplasia",
772
+ "759": "min / sitagliptin)",
773
+ "760": "cogan's syndrome",
774
+ "761": "min)",
775
+ "762": "ulcerative proctitis",
776
+ "763": "migraine",
777
+ "764": "cutaneous t-cell lymphoma",
778
+ "765": "atrophic urethritis",
779
+ "766": "hepatitis b",
780
+ "767": "pulmonary embolism, recurrent event",
781
+ "768": "bronchiectasis",
782
+ "769": "wound cleansing",
783
+ "770": "spondylolisthesis",
784
+ "771": "otitis externa",
785
+ "772": "asthma, acute",
786
+ "773": "esophageal variceal hemorrhage prophylaxis",
787
+ "774": "36</span> users found this comment helpful.",
788
+ "775": "10</span> users found this comment helpful.",
789
+ "776": "pruritus",
790
+ "777": "nightmares",
791
+ "778": "immunosuppression",
792
+ "779": "onychomycosis, toenail",
793
+ "780": "vaginal yeast infection",
794
+ "781": "cns magnetic resonance imaging",
795
+ "782": "keratosis",
796
+ "783": "cyclic vomiting syndrome",
797
+ "784": "diarrhea, chronic",
798
+ "785": "mis",
799
+ "786": "wegener's granulomatosis",
800
+ "787": "prosthetic heart valves, tissue valves - thrombosis prophylaxis",
801
+ "788": "neck pain",
802
+ "789": "hypotension",
803
+ "790": "pneumonia",
804
+ "791": "mulation) (phenylephrine)",
805
+ "792": "reiter's syndrome",
806
+ "793": "diaper rash",
807
+ "794": "pityriasis rubra pilaris",
808
+ "795": "allergic rhinitis",
809
+ "796": "prostate cance",
810
+ "797": "prevention of cardiovascular disease",
811
+ "798": "cyclitis",
812
+ "799": "7</span> users found this comment helpful.",
813
+ "800": "high cholesterol, familial heterozygous",
814
+ "801": "duodenal ulcer prophylaxis",
815
+ "802": "hashimoto's disease",
816
+ "803": "27</span> users found this comment helpful.",
817
+ "804": "chronic spasticity",
818
+ "805": "clostridial infection",
819
+ "806": "nsaid-induced ulcer prophylaxis",
820
+ "807": "hairy cell leukemia",
821
+ "808": "alcohol withdrawal",
822
+ "809": "autoimmune hepatitis",
823
+ "810": "lactation augmentation",
824
+ "811": "head and neck cance",
825
+ "812": "otitis media",
826
+ "813": "gaucher disease",
827
+ "814": "esophageal candidiasis",
828
+ "815": "skin and structure infection",
829
+ "816": "body dysmorphic disorde",
830
+ "817": "topical disinfection",
831
+ "818": "tinea corporis",
832
+ "819": "17</span> users found this comment helpful.",
833
+ "820": "5</span> users found this comment helpful.",
834
+ "821": "gastric cance",
835
+ "822": "postmenopausal symptoms",
836
+ "823": "menstrual disorders",
837
+ "824": "lennox-gastaut syndrome",
838
+ "825": "atrial flutte",
839
+ "826": "anemia associated with chronic renal failure",
840
+ "827": "legionella pneumonia",
841
+ "828": "20</span> users found this comment helpful.",
842
+ "829": "hemophilia b",
843
+ "830": "nausea (phosphorated carbohydrate solution)",
844
+ "831": "idiopathic thrombocytopenic purpura",
845
+ "832": "cystic fibrosis",
846
+ "833": "coronary artery disease",
847
+ "834": "vulvodynia",
848
+ "835": "hemangioma",
849
+ "836": "streptococcal infection",
850
+ "837": "ungal pneumonia",
851
+ "838": "breast cance",
852
+ "839": "pain/feve",
853
+ "840": "human papillomavirus prophylaxis",
854
+ "841": "skin rash",
855
+ "842": "pudendal neuralgia",
856
+ "843": "muscle pain",
857
+ "844": "patent ductus arteriosus",
858
+ "845": "herpes zoster, prophylaxis",
859
+ "846": "37</span> users found this comment helpful.",
860
+ "847": "enterocolitis",
861
+ "848": "herpes simplex, mucocutaneous/immunocompetent host",
862
+ "849": "myotonia congenita",
863
+ "850": "mucositis",
864
+ "851": "diarrhea",
865
+ "852": "gastroenteritis",
866
+ "853": "raynaud's syndrome",
867
+ "854": "subarachnoid hemorrhage",
868
+ "855": "lyme disease, erythema chronicum migrans",
869
+ "856": "conjunctivitis, bacterial",
870
+ "857": "72</span> users found this comment helpful.",
871
+ "858": "labor induction",
872
+ "859": "zen shoulde",
873
+ "860": "plaque psoriasis",
874
+ "861": "psychosis",
875
+ "862": "6</span> users found this comment helpful.",
876
+ "863": "auditory processing disorde",
877
+ "864": "autoimmune hemolytic anemia",
878
+ "865": "rejection prophylaxis",
879
+ "866": "cachexia",
880
+ "867": "not listed / othe",
881
+ "868": "benign essential trem",
882
+ "869": "32</span> users found this comment helpful.",
883
+ "870": "pertussis prophylaxis",
884
+ "871": "sore throat",
885
+ "872": "hemophilia a",
886
+ "873": "nasal congestion",
887
+ "874": "neuropathic pain",
888
+ "875": "babesiosis",
889
+ "876": "agitation",
890
+ "877": "anorexia",
891
+ "878": "hepatocellular carcinoma",
892
+ "879": "hypoparathyroidism",
893
+ "880": "meningococcal meningitis prophylaxis",
894
+ "881": "pneumococcal disease prophylaxis",
895
+ "882": "breast cancer, prevention",
896
+ "883": "menorrhagia",
897
+ "884": "ovarian cance",
898
+ "885": "adult human growth hormone deficiency",
899
+ "886": "gout",
900
+ "887": "hepatic encephalopathy",
901
+ "888": "melasma",
902
+ "889": "cold symptoms",
903
+ "890": "dandruff",
904
+ "891": "unctional gastric disorde",
905
+ "892": "postherpetic neuralgia",
906
+ "893": "high cholesterol",
907
+ "894": "neutropenia",
908
+ "895": "euvolemic hyponatremia",
909
+ "896": "dientamoeba fragilis",
910
+ "897": "thrombocythemia",
911
+ "898": "expectoration",
912
+ "899": "gastrointestinal hemorrhage",
913
+ "900": "dry eye disease",
914
+ "901": "ehrlichiosis"
915
  },
916
  "initializer_range": 0.02,
917
  "intermediate_size": 3072,