Kh0128/Aphasia_Classification__Lang
0
1{
2 "summary": {
3 "classification_distribution": {
4 "BROCA": 1
5 },
6 "classification_percentages": {
7 "BROCA": "100.0%"
8 },
9 "average_confidence": "0.995",
10 "average_fluency_score": "0.571",
11 "severity_distribution": {
12 "3": 1
13 },
14 "confidence_statistics": {
15 "mean": "0.995",
16 "std": "0.000",
17 "min": "0.995",
18 "max": "0.995"
19 },
20 "most_common_prediction": "BROCA"
21 },
22 "total_sentences": 1,
23 "predictions": [
24 {
25 "sentence_id": "S1",
26 "input_text": "yeah well [DIALOGUE] I yeah you_know dada dada [DIALOGUE] [DIALOGUE] [DIALOGUE] yes beg it~cop two thousand two day-PL no after New_Year's_Day two thousand [DIALOGUE] [DIALOGUE] [DIALOGUE] I do~neg remember I do~neg remember [DIALOGUE] [DIALOGUE] [DIALOGUE] oh beg yeah beg x I aphasia oh beg yes [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] yeah [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] oh beg yes Turkey to China China oh beg yes up at Beijing yes oh and walk on the wall yes beg oh beg god beg I love-PAST it yes beg oh beg just amaze-PRESP oh beg just amaze-PRESP oh beg I just oh yeah [DIALOGUE] oh beg yes [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] kick-PRESP the ball window accident window break&PASTP and it~cop all big end yeah and the window break&PASTP and a ball end yeah [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] oh beg I no I do~neg want it no and rain yes beg rain rain rain yes beg oh_no no no no yes beg mother look-PRESP at son and son get-3S a umbrella [DIALOGUE] [DIALOGUE] [DIALOGUE] cat up the tree darling get cat out the tree ladder break&PASTP there~cop a up the tree tree bark-PRESP oh beg bark-PRESP end yeah and x get-3S mother to down the tree [DIALOGUE] [DIALOGUE] [DIALOGUE] yep [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] oh [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] well beg Cinderella be&PAST&13S a poor child in in oh_god Cinderella poor child in to do many thing-PL in and oh_god [DIALOGUE] oh and you troll child in child&PL oh_god child&PL want-PAST to go to dance and beautiful dadada dadadada and Cinderella be&PAST~neg sure about go-PRESP to dance and oh_god I just [DIALOGUE] she get&PAST to go to the dance in shoe-PL and oh_god oh_god [DIALOGUE] dance and yeah and she be&PAST&13S dance-PRESP around night and she suppose-PAST to be somewhere else and she put&ZERO her foot in the so and she ride&PAST off with the prince [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] [DIALOGUE] oh beg bread two piece-PL of bread and jelly and peanut butter and turn them over and make a peanut butter sandwich [DIALOGUE]",
27 "original_tokens": [
28 "yeah",
29 "well",
30 "[DIALOGUE]",
31 "I",
32 "yeah",
33 "you_know",
34 "dada",
35 "dada",
36 "[DIALOGUE]",
37 "[DIALOGUE]",
38 "[DIALOGUE]",
39 "yes",
40 "beg",
41 "it~cop",
42 "two",
43 "thousand",
44 "two",
45 "day-PL",
46 "no",
47 "after",
48 "New_Year's_Day",
49 "two",
50 "thousand",
51 "[DIALOGUE]",
52 "[DIALOGUE]",
53 "[DIALOGUE]",
54 "I",
55 "do~neg",
56 "remember",
57 "I",
58 "do~neg",
59 "remember",
60 "[DIALOGUE]",
61 "[DIALOGUE]",
62 "[DIALOGUE]",
63 "oh",
64 "beg",
65 "yeah",
66 "beg",
67 "x",
68 "I",
69 "aphasia",
70 "oh",
71 "beg",
72 "yes",
73 "[DIALOGUE]",
74 "[DIALOGUE]",
75 "[DIALOGUE]",
76 "[DIALOGUE]",
77 "yeah",
78 "[DIALOGUE]",
79 "[DIALOGUE]",
80 "[DIALOGUE]",
81 "[DIALOGUE]",
82 "oh",
83 "beg",
84 "yes",
85 "Turkey",
86 "to",
87 "China",
88 "China",
89 "oh",
90 "beg",
91 "yes",
92 "up",
93 "at",
94 "Beijing",
95 "yes",
96 "oh",
97 "and",
98 "walk",
99 "on",
100 "the",
101 "wall",
102 "yes",
103 "beg",
104 "oh",
105 "beg",
106 "god",
107 "beg",
108 "I",
109 "love-PAST",
110 "it",
111 "yes",
112 "beg",
113 "oh",
114 "beg",
115 "just",
116 "amaze-PRESP",
117 "oh",
118 "beg",
119 "just",
120 "amaze-PRESP",
121 "oh",
122 "beg",
123 "I",
124 "just",
125 "oh",
126 "yeah",
127 "[DIALOGUE]",
128 "oh",
129 "beg",
130 "yes",
131 "[DIALOGUE]",
132 "[DIALOGUE]",
133 "[DIALOGUE]",
134 "[DIALOGUE]",
135 "[DIALOGUE]",
136 "kick-PRESP",
137 "the",
138 "ball",
139 "window",
140 "accident",
141 "window",
142 "break&PASTP",
143 "and",
144 "it~cop",
145 "all",
146 "big",
147 "end",
148 "yeah",
149 "and",
150 "the",
151 "window",
152 "break&PASTP",
153 "and",
154 "a",
155 "ball",
156 "end",
157 "yeah",
158 "[DIALOGUE]",
159 "[DIALOGUE]",
160 "[DIALOGUE]",
161 "[DIALOGUE]",
162 "oh",
163 "beg",
164 "I",
165 "no",
166 "I",
167 "do~neg",
168 "want",
169 "it",
170 "no",
171 "and",
172 "rain",
173 "yes",
174 "beg",
175 "rain",
176 "rain",
177 "rain",
178 "yes",
179 "beg",
180 "oh_no",
181 "no",
182 "no",
183 "no",
184 "yes",
185 "beg",
186 "mother",
187 "look-PRESP",
188 "at",
189 "son",
190 "and",
191 "son",
192 "get-3S",
193 "a",
194 "umbrella",
195 "[DIALOGUE]",
196 "[DIALOGUE]",
197 "[DIALOGUE]",
198 "cat",
199 "up",
200 "the",
201 "tree",
202 "darling",
203 "get",
204 "cat",
205 "out",
206 "the",
207 "tree",
208 "ladder",
209 "break&PASTP",
210 "there~cop",
211 "a",
212 "up",
213 "the",
214 "tree",
215 "tree",
216 "bark-PRESP",
217 "oh",
218 "beg",
219 "bark-PRESP",
220 "end",
221 "yeah",
222 "and",
223 "x",
224 "get-3S",
225 "mother",
226 "to",
227 "down",
228 "the",
229 "tree",
230 "[DIALOGUE]",
231 "[DIALOGUE]",
232 "[DIALOGUE]",
233 "yep",
234 "[DIALOGUE]",
235 "[DIALOGUE]",
236 "[DIALOGUE]",
237 "[DIALOGUE]",
238 "oh",
239 "[DIALOGUE]",
240 "[DIALOGUE]",
241 "[DIALOGUE]",
242 "[DIALOGUE]",
243 "well",
244 "beg",
245 "Cinderella",
246 "be&PAST&13S",
247 "a",
248 "poor",
249 "child",
250 "in",
251 "in",
252 "oh_god",
253 "Cinderella",
254 "poor",
255 "child",
256 "in",
257 "to",
258 "do",
259 "many",
260 "thing-PL",
261 "in",
262 "and",
263 "oh_god",
264 "[DIALOGUE]",
265 "oh",
266 "and",
267 "you",
268 "troll",
269 "child",
270 "in",
271 "child&PL",
272 "oh_god",
273 "child&PL",
274 "want-PAST",
275 "to",
276 "go",
277 "to",
278 "dance",
279 "and",
280 "beautiful",
281 "dadada",
282 "dadadada",
283 "and",
284 "Cinderella",
285 "be&PAST~neg",
286 "sure",
287 "about",
288 "go-PRESP",
289 "to",
290 "dance",
291 "and",
292 "oh_god",
293 "I",
294 "just",
295 "[DIALOGUE]",
296 "she",
297 "get&PAST",
298 "to",
299 "go",
300 "to",
301 "the",
302 "dance",
303 "in",
304 "shoe-PL",
305 "and",
306 "oh_god",
307 "oh_god",
308 "[DIALOGUE]",
309 "dance",
310 "and",
311 "yeah",
312 "and",
313 "she",
314 "be&PAST&13S",
315 "dance-PRESP",
316 "around",
317 "night",
318 "and",
319 "she",
320 "suppose-PAST",
321 "to",
322 "be",
323 "somewhere",
324 "else",
325 "and",
326 "she",
327 "put&ZERO",
328 "her",
329 "foot",
330 "in",
331 "the",
332 "so",
333 "and",
334 "she",
335 "ride&PAST",
336 "off",
337 "with",
338 "the",
339 "prince",
340 "[DIALOGUE]",
341 "[DIALOGUE]",
342 "[DIALOGUE]",
343 "[DIALOGUE]",
344 "[DIALOGUE]",
345 "oh",
346 "beg",
347 "bread",
348 "two",
349 "piece-PL",
350 "of",
351 "bread",
352 "and",
353 "jelly",
354 "and",
355 "peanut",
356 "butter",
357 "and",
358 "turn",
359 "them",
360 "over",
361 "and",
362 "make",
363 "a",
364 "peanut",
365 "butter",
366 "sandwich",
367 "[DIALOGUE]"
368 ],
369 "prediction": {
370 "predicted_class": "BROCA",
371 "confidence": 0.994691789150238,
372 "confidence_percentage": "99.47%"
373 },
374 "class_description": {
375 "name": "Broca's Aphasia (Non-fluent)",
376 "description": "Characterized by limited speech output, difficulty with grammar and sentence formation, but relatively preserved comprehension. Speech is typically effortful and halting.",
377 "features": [
378 "Non-fluent speech",
379 "Preserved comprehension",
380 "Grammar difficulties",
381 "Word-finding problems"
382 ]
383 },
384 "probability_distribution": {
385 "BROCA": {
386 "probability": 0.994691789150238,
387 "percentage": "99.47%"
388 },
389 "CONDUCTION": {
390 "probability": 0.001859842101112008,
391 "percentage": "0.19%"
392 },
393 "GLOBAL": {
394 "probability": 0.0015279082581400871,
395 "percentage": "0.15%"
396 },
397 "ANOMIC": {
398 "probability": 0.0014873514883220196,
399 "percentage": "0.15%"
400 },
401 "TRANSMOTOR": {
402 "probability": 0.00028855769778601825,
403 "percentage": "0.03%"
404 },
405 "NOTAPHASICBYWAB": {
406 "probability": 9.208399569615722e-05,
407 "percentage": "0.01%"
408 },
409 "WERNICKE": {
410 "probability": 4.5590277295559645e-05,
411 "percentage": "0.00%"
412 },
413 "ISOLATION": {
414 "probability": 6.9648622229578905e-06,
415 "percentage": "0.00%"
416 },
417 "TRANSSENSORY": {
418 "probability": 8.662294881389698e-09,
419 "percentage": "0.00%"
420 }
421 },
422 "additional_predictions": {
423 "severity_distribution": {
424 "level_0": 0.22366976737976074,
425 "level_1": 0.1340962052345276,
426 "level_2": 0.2849337160587311,
427 "level_3": 0.3573003113269806
428 },
429 "predicted_severity_level": 3,
430 "fluency_score": 0.571057915687561,
431 "fluency_rating": "Medium"
432 }
433 }
434 ]
435}