Calgary Flames @ San Jose Sharks
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GAME PREDICTION REPORT
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San Jose Sharks vs Calgary Flames

WINNER: Calgary Flames
Win Probability: 61.7%
Predicted Score: 2.1 - 2.7
Predicted Goal Difference: 0.6 goals

Game Flow Probabilities:
- Regulation Time: 73.7%
- Overtime: 20.2%
- Shootout: 6.1%

Period-by-Period Analysis:

Period 1:
- Home Win: 26.1%
- Away Win: 38.1%
- Tie: 35.8%
- Expected Goals: 1.5

Period 2:
- Home Win: 26.9%
- Away Win: 37.6%
- Tie: 35.6%
- Expected Goals: 1.6

Period 3:
- Home Win: 27.2%
- Away Win: 37.0%
- Tie: 35.8%
- Expected Goals: 1.6

Key Statistics:
High-Danger Chances:
- San Jose Sharks: 5.1
- Calgary Flames: 6.5

Power Play Opportunities:
- San Jose Sharks: 3.0
- Calgary Flames: 3.0

Advanced Metrics:
- Expected Game Length: 61.1 minutes
- Close Game Probability: 55.1%
- Expected Momentum Changes: 0

Confidence Metrics:
- Model Confidence: 94.0%
- 95% Confidence Interval: -4.85 to 3.69 goals

Environmental Factors:
- Ice Quality Impact: 0.96
- Home Ice Advantage: 0.92

Goalies:
- Home Goalie: Yaroslav Askarov
- Away Goalie: Dustin Wolf

Analysis Based On:
- Team-level data (all_teams.csv)
- Current season goalie data (goalies.csv)
- Starting goalie (starting_goalies.csv)
- Special teams logic (5v5, 5v4, 4v5 breakdown)
- Recent form (last 10 games)
- Head-to-head matchups
- Home/Away performance
- Rest advantages
- Environmental factors
- Playoff implications
                
    ACCURACY METRICS
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    Overall Accuracy: 76.1%
    Win Prediction Accuracy: 90.0%
    Score Prediction Accuracy: 50.0%
    Goal Difference Accuracy: 64.3%
    Overtime Prediction Accuracy: 100.0%
    
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