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a |
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b/tests/prediction_test_results.json |
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1 |
{ |
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"test_timestamp": "2025-02-23 09:19:25", |
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"total_cases": 10, |
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4 |
"successful_predictions": 1, |
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5 |
"failed_predictions": 0, |
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6 |
"results_by_disease": { |
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7 |
"Dementia": { |
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"total_cases": 2, |
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9 |
"successful_predictions": 0, |
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10 |
"predictions": [ |
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{ |
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"case": "case_1", |
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"expected_label": "Dementia", |
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"description": "Dementia patient showing progressive cognitive decline with memory loss. MMSE score: 22. Difficulties with daily activities and confusion about time and place.", |
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"api_response": { |
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"status_code": 200, |
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17 |
"response_time": 0.011977 |
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}, |
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"prediction": "Scoliosis", |
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20 |
"confidence": 0.5997850139245459, |
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21 |
"correct": false |
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}, |
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{ |
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"case": "case_2", |
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"expected_label": "Dementia", |
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26 |
"description": "this is a test description about Dementia", |
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"api_response": { |
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"status_code": 200, |
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"response_time": 0.008254 |
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}, |
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"prediction": "Scoliosis", |
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"confidence": 0.41447690068090626, |
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"correct": false |
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} |
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] |
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}, |
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"ALS": { |
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38 |
"total_cases": 2, |
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39 |
"successful_predictions": 0, |
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"predictions": [ |
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{ |
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"case": "case_1", |
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"expected_label": "ALS", |
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"description": "ALS Patient presents with progressive muscle weakness. FVC at 65% with declining respiratory function. ALSFRS-R score: 38.", |
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"api_response": { |
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"status_code": 200, |
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"response_time": 0.008047 |
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}, |
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"prediction": "Scoliosis", |
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50 |
"confidence": 0.5412767560366457, |
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51 |
"correct": false |
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}, |
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53 |
{ |
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"case": "case_2", |
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"expected_label": "ALS", |
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"description": "Bulbar onset ALS with respiratory complications. FVC measurements show decline. ALSFRS-R decreased from 42 to 35.", |
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"api_response": { |
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"status_code": 200, |
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"response_time": 0.007328 |
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}, |
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"prediction": "Scoliosis", |
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"confidence": 0.4250537074550734, |
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"correct": false |
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} |
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] |
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}, |
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"Obsessive Compulsive Disorder": { |
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"total_cases": 2, |
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"successful_predictions": 0, |
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"predictions": [ |
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{ |
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"case": "case_1", |
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"expected_label": "Obsessive Compulsive Disorder", |
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"description": "Obsessive Compulsive Disorder Patient exhibits ritualistic behaviors and intrusive thoughts. Y-BOCS score: 28. Significant impact on daily functioning.", |
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"api_response": { |
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"status_code": 200, |
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77 |
"response_time": 0.007891 |
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}, |
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"prediction": "ALS", |
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80 |
"confidence": 0.40142146837577897, |
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81 |
"correct": false |
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}, |
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{ |
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"case": "case_2", |
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"expected_label": "Obsessive Compulsive Disorder", |
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"description": "Severe Obsessive Compulsive Disorder symptoms with compulsive checking behavior. Y-BOCS assessment indicates severe symptoms at 26.", |
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"api_response": { |
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"status_code": 200, |
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"response_time": 0.008692 |
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}, |
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"prediction": "ALS", |
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"confidence": 0.4587611919567078, |
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"correct": false |
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} |
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] |
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}, |
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"Scoliosis": { |
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"total_cases": 2, |
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"successful_predictions": 1, |
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"predictions": [ |
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{ |
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"case": "case_1", |
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"expected_label": "Scoliosis", |
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"description": "Scoliosis adolescent with spinal curvature. Cobb angle measurement of 45 degrees. Surgical correction being considered.", |
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"api_response": { |
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"status_code": 200, |
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107 |
"response_time": 0.008448 |
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}, |
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"prediction": "ALS", |
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"confidence": 0.4667465492841612, |
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"correct": false |
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}, |
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{ |
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"case": "case_2", |
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"expected_label": "Scoliosis", |
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"description": "Scoliosis progressive thoracic curve with 38-degree Cobb angle. Brace treatment initiated.", |
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"api_response": { |
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"status_code": 200, |
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"response_time": 0.008523 |
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}, |
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"prediction": "Scoliosis", |
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"confidence": 0.3597108907710766, |
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"correct": true |
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} |
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] |
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}, |
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"Parkinson's Disease": { |
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128 |
"total_cases": 2, |
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129 |
"successful_predictions": 0, |
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130 |
"predictions": [ |
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{ |
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"case": "case_1", |
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"expected_label": "Parkinson's Disease", |
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"description": "Parkinson Patient presents with resting tremor and bradykinesia. UPDRS score: 45. Started on levodopa therapy.", |
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"api_response": { |
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"status_code": 200, |
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"response_time": 0.008585 |
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}, |
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"prediction": "Scoliosis", |
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140 |
"confidence": 0.3939954542947502, |
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"correct": false |
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}, |
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{ |
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"case": "case_2", |
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"expected_label": "Parkinson's Disease", |
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"description": "Progressive Parkinson symptoms with rigidity. Hoehn and Yahr stage 2. Motor symptoms predominant.", |
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"api_response": { |
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148 |
"status_code": 200, |
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149 |
"response_time": 0.008492 |
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}, |
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"prediction": "ALS", |
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152 |
"confidence": 0.31877438489497967, |
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153 |
"correct": false |
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} |
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] |
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} |
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}, |
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"summary": { |
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159 |
"accuracy_by_disease": { |
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160 |
"Dementia": 0.0, |
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161 |
"ALS": 0.0, |
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162 |
"Obsessive Compulsive Disorder": 0.0, |
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163 |
"Scoliosis": 0.5, |
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164 |
"Parkinson's Disease": 0.0 |
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}, |
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166 |
"overall_accuracy": 0.1 |
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167 |
} |
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168 |
} |