[af3e0d]: / tests / prediction_test_results.json

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