File size: 2,547 Bytes
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<html lang="en">
<head>
<meta charset="UTF-8">
<title>Prediction Result</title>
<link rel="stylesheet" href="{{ url_for('static', filename='style.css') }}?v=12022025">
</head>
<body>
<div class="animated-bg"></div>
<div class="main-box result container">
<h1 class="title">✅ Final Prediction</h1>
<h2 class="risk-level risk-{{ final_risk_level.lower().replace(' ', '-') }}">
Final Risk: {{ final_risk_level }}
</h2>
<p class="subtitle"><strong>Combined Score:</strong> {{ combined_score }}%</p>
<hr>
<h3>Component Analysis Scores</h3>
<ul class="score-summary">
<li><strong>Tabular Confidence (Form Data):</strong> <span>{{ confidence }}%</span></li>
<li><strong>OCR Report Risk Score:</strong> <span>{{ ocr_score }}</span> (Max 1.0)</li>
<li><strong>CNN X-ray Risk Score:</strong> <span>{{ cnn_score }}%</span></li>
</ul>
{% if gradcam_image_url %}
<div class="keyword-section" style="text-align:center; margin-top: 30px; padding: 20px;">
<h3>🔬 Model Focus Visualization (Grad-CAM)</h3>
<p class="subtitle">This heatmap highlights the regions the AI focused on in the X-ray for prediction.</p>
<img src="{{ url_for('static', filename=gradcam_image_url) }}"
alt="AI Focus Heatmap"
style="width:100%; max-width:400px; border-radius:10px; margin-top:15px; box-shadow: 0 0 15px #00c6ff;">
</div>
{% endif %}
<div class="keyword-section">
<h3>Keywords Detected in Report</h3>
{% if ocr_keywords %}
<ul class="keywords-list">
{% for keyword in ocr_keywords %}
<li>✅ {{ keyword }}</li>
{% endfor %}
</ul>
{% else %}
<p style="color:#aaa;">No keywords detected or report not processed.</p>
{% endif %}
</div>
<hr>
{% if error_message %}
<p class="error-message">🚨 {{ error_message }}</p>
{% endif %}
<a href="{{ url_for('home') }}" class="glow-btn"
style="display:block; text-decoration:none; margin-top: 20px;">
START NEW ASSESSMENT
</a>
</div>
</body>
</html>
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