Aphasia_Classification / aphasia_predictions.json
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{
"summary": {
"classification_distribution": {
"BROCA": 1
},
"classification_percentages": {
"BROCA": "100.0%"
},
"average_confidence": "0.995",
"average_fluency_score": "0.571",
"severity_distribution": {
"3": 1
},
"confidence_statistics": {
"mean": "0.995",
"std": "0.000",
"min": "0.995",
"max": "0.995"
},
"most_common_prediction": "BROCA"
},
"total_sentences": 1,
"predictions": [
{
"sentence_id": "S1",
"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]",
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"yeah",
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"[DIALOGUE]",
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"[DIALOGUE]"
],
"prediction": {
"predicted_class": "BROCA",
"confidence": 0.994691789150238,
"confidence_percentage": "99.47%"
},
"class_description": {
"name": "Broca's Aphasia (Non-fluent)",
"description": "Characterized by limited speech output, difficulty with grammar and sentence formation, but relatively preserved comprehension. Speech is typically effortful and halting.",
"features": [
"Non-fluent speech",
"Preserved comprehension",
"Grammar difficulties",
"Word-finding problems"
]
},
"probability_distribution": {
"BROCA": {
"probability": 0.994691789150238,
"percentage": "99.47%"
},
"CONDUCTION": {
"probability": 0.001859842101112008,
"percentage": "0.19%"
},
"GLOBAL": {
"probability": 0.0015279082581400871,
"percentage": "0.15%"
},
"ANOMIC": {
"probability": 0.0014873514883220196,
"percentage": "0.15%"
},
"TRANSMOTOR": {
"probability": 0.00028855769778601825,
"percentage": "0.03%"
},
"NOTAPHASICBYWAB": {
"probability": 9.208399569615722e-05,
"percentage": "0.01%"
},
"WERNICKE": {
"probability": 4.5590277295559645e-05,
"percentage": "0.00%"
},
"ISOLATION": {
"probability": 6.9648622229578905e-06,
"percentage": "0.00%"
},
"TRANSSENSORY": {
"probability": 8.662294881389698e-09,
"percentage": "0.00%"
}
},
"additional_predictions": {
"severity_distribution": {
"level_0": 0.22366976737976074,
"level_1": 0.1340962052345276,
"level_2": 0.2849337160587311,
"level_3": 0.3573003113269806
},
"predicted_severity_level": 3,
"fluency_score": 0.571057915687561,
"fluency_rating": "Medium"
}
}
]
}