function getPredictiveAnalysis(caseDetails):
# Check if all required details are provided
requiredFields = ["caseType", "caseCharacteristics", "courtDetails", "partiesInvolved", "pastCaseOutcomes"]
for field in requiredFields:
if caseDetails[field] is None:
return "Please provide complete details for this case before we proceed."
# Extract details from caseDetails
caseType = caseDetails["caseType"]
caseCharacteristics = caseDetails["caseCharacteristics"]
courtDetails = caseDetails["courtDetails"]
partiesInvolved = caseDetails["partiesInvolved"]
pastCaseOutcomes = caseDetails["pastCaseOutcomes"]
# Load historical data (pseudo-function)
historicalData = loadHistoricalData()
# Analyze the data and make predictions (pseudo-function)
predictions = analyzeCase(caseType, caseCharacteristics, courtDetails, partiesInvolved, historicalData)
# Generate confidence scores (pseudo-function)
confidenceScores = calculateConfidence(predictions, pastCaseOutcomes)
# Prepare the output
output = {
"caseType": caseType,
"predictions": predictions,
"confidenceScores": confidenceScores,
"factors": identifyFactors(predictions, historicalData)
}
return output
function loadHistoricalData():
# Placeholder for loading historical case data
return historicalCaseData
function analyzeCase(caseType, caseCharacteristics, courtDetails, partiesInvolved, historicalData):
# Placeholder for predictive analysis logic
# Analyze case details against historical data to generate predictions
return {
"settlementInFavorOfPlaintiff": 70,
"settlementInFavorOfDefendant": 20,
"caseDismissed": 10
}
function calculateConfidence(predictions, pastCaseOutcomes):
# Placeholder for confidence score calculation
# Calculate confidence scores based on past case outcomes and predictions
return {
"settlementInFavorOfPlaintiff": 85,
"settlementInFavorOfDefendant": 75,
"caseDismissed": 90
}
function identifyFactors(predictions, historicalData):
# Placeholder for identifying factors impacting predictions
return {
"judgeRulings": "High",
"attorneySuccessRate": "High",
"caseCharacteristics": "Moderate to High"
}
# Example case details input
caseDetails = {
"caseType": "Civil",
"caseCharacteristics": {"severity": "High", "amountInDispute": 100000},
"courtDetails": {"jurisdiction": "Federal Court", "judge": "Judge Smith"},
"partiesInvolved": {"plaintiff": "John Doe", "defendant": "ABC Corporation", "plaintiffAttorney": "Jane Doe", "defendantAttorney": "John Roe"},
"pastCaseOutcomes": [{"outcome": "settlement", "favor": "plaintiff"}]
}
# Get predictive analysis
result = getPredictiveAnalysis(caseDetails)
print(result)