Add preprocessor_config.json
Browse files- preprocessor_config.json +60 -0
preprocessor_config.json
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{
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"version": "1.0.0",
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"feature_order": [
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"developmental_milestones",
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"iq_dq",
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"intellectual_disability",
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"language_disorder",
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"language_development",
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"dysmorphism",
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"behaviour_disorder",
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"neurological_exam"
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],
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"categorical_features": {
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"developmental_milestones": {
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"type": "categorical",
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"mapping": {"N": 0, "G": 1, "M": 2, "C": 3},
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"description": "N=Normal, G=Global delay, M=Motor delay, C=Cognitive delay"
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},
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"intellectual_disability": {
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"type": "categorical",
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"mapping": {"N": 0, "F70.0": 1, "F71": 2, "F72": 3},
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"description": "N=None, F70.0=Mild (ICD-10), F71=Moderate, F72=Severe"
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},
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"language_disorder": {
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"type": "binary",
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"mapping": {"N": 0, "Y": 1},
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"description": "N=No, Y=Yes"
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},
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"language_development": {
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"type": "categorical",
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"mapping": {"N": 0, "delay": 1, "A": 2},
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"description": "N=Normal, delay=Delayed, A=Absent"
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},
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"dysmorphism": {
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"type": "binary",
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"mapping": {"NO": 0, "Y": 1},
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"description": "NO=No dysmorphic features, Y=Yes"
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},
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"behaviour_disorder": {
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"type": "binary",
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"mapping": {"N": 0, "Y": 1},
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"description": "N=No, Y=Yes"
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},
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"neurological_exam": {
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"type": "text_binary",
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"normal_value": "N",
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"encoding": {"normal": 0, "abnormal": 1},
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"description": "'N' for normal, any other non-empty string indicates abnormality"
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}
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},
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"numeric_features": {
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"iq_dq": {
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"type": "numeric",
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"min": 20,
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"max": 150,
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"normalization": "min_max",
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"description": "IQ or Developmental Quotient score"
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}
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}
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}
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