b5b299a682
- Add comprehensive README.md with setup and usage instructions - Add .env.example template (sanitized, no real API keys) - Add root-level .gitignore to exclude .env and generated files - Add all project modules (dashboard, predictor) - Add data file and requirements.txt
1061 lines
37 KiB
HTML
1061 lines
37 KiB
HTML
<!DOCTYPE html>
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<html lang="zh-CN">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>CardioAI 心血管疾病风险预测</title>
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<link href="https://fonts.googleapis.com/css2?family=Noto+Sans+SC:wght@300;400;500;600;700&display=swap" rel="stylesheet">
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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<style>
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* {
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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}
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:root {
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--primary-gradient: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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--success-gradient: linear-gradient(135deg, #11998e 0%, #38ef7d 100%);
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--warning-gradient: linear-gradient(135deg, #f39c12 0%, #e74c3c 100%);
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--danger-gradient: linear-gradient(135deg, #ff416c 0%, #ff4b2b 100%);
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--glass-bg: rgba(255, 255, 255, 0.95);
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--glass-border: rgba(255, 255, 255, 0.3);
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--shadow-soft: 0 10px 40px rgba(0, 0, 0, 0.1);
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--shadow-hover: 0 20px 60px rgba(0, 0, 0, 0.15);
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}
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body {
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font-family: 'Noto Sans SC', -apple-system, BlinkMacSystemFont, sans-serif;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 50%, #f093fb 100%);
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min-height: 100vh;
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padding: 1rem;
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background-attachment: fixed;
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}
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.container {
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max-width: 1000px;
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margin: 0 auto;
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animation: fadeInUp 0.6s ease;
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}
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@keyframes fadeInUp {
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from {
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opacity: 0;
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transform: translateY(30px);
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}
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to {
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opacity: 1;
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transform: translateY(0);
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}
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}
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/* 头部样式 */
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.header {
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text-align: center;
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margin-bottom: 2rem;
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padding: 1rem 0;
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}
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.logo-container {
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display: inline-flex;
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align-items: center;
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gap: 1rem;
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margin-bottom: 0.5rem;
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}
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.logo-icon {
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width: 60px;
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height: 60px;
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background: var(--glass-bg);
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border-radius: 50%;
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display: flex;
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align-items: center;
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justify-content: center;
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font-size: 2rem;
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box-shadow: var(--shadow-soft);
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animation: pulse 2s infinite;
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}
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@keyframes pulse {
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0%, 100% { transform: scale(1); }
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50% { transform: scale(1.05); }
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}
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.header h1 {
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color: white;
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font-size: 2.5rem;
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font-weight: 700;
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text-shadow: 2px 2px 4px rgba(0,0,0,0.2);
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letter-spacing: -1px;
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}
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.header p {
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color: rgba(255,255,255,0.9);
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font-size: 1.1rem;
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font-weight: 300;
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}
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/* 主卡片 - 玻璃拟态 */
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.main-card {
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background: var(--glass-bg);
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backdrop-filter: blur(20px);
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border-radius: 24px;
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box-shadow: var(--shadow-soft);
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overflow: hidden;
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border: 1px solid var(--glass-border);
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}
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/* 结果区域 */
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.result-section {
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background: var(--success-gradient);
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padding: 3rem 2rem;
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text-align: center;
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display: none;
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animation: slideDown 0.5s ease;
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}
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.result-section.show {
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display: block;
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}
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.result-section.risk-high {
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background: var(--danger-gradient);
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}
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.result-section.risk-medium {
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background: var(--warning-gradient);
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}
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@keyframes slideDown {
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from {
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opacity: 0;
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transform: translateY(-20px);
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}
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to {
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opacity: 1;
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transform: translateY(0);
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}
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}
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.result-badge {
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display: inline-flex;
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align-items: center;
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gap: 0.5rem;
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background: rgba(255,255,255,0.2);
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padding: 0.5rem 1rem;
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border-radius: 50px;
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color: white;
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font-size: 0.9rem;
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margin-bottom: 1rem;
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backdrop-filter: blur(10px);
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}
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.result-icon {
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width: 80px;
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height: 80px;
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background: rgba(255,255,255,0.2);
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border-radius: 50%;
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display: flex;
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align-items: center;
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justify-content: center;
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font-size: 2.5rem;
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margin: 0 auto 1.5rem;
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backdrop-filter: blur(10px);
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border: 3px solid rgba(255,255,255,0.3);
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animation: bounceIn 0.6s ease;
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}
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@keyframes bounceIn {
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0% { transform: scale(0); }
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50% { transform: scale(1.2); }
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100% { transform: scale(1); }
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}
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.result-title {
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color: white;
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font-size: 2rem;
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font-weight: 700;
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margin-bottom: 0.5rem;
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}
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.result-probability-container {
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margin: 2rem 0;
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}
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.result-probability {
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color: white;
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font-size: 4rem;
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font-weight: 700;
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text-shadow: 2px 2px 4px rgba(0,0,0,0.2);
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}
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.result-label {
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color: rgba(255,255,255,0.9);
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font-size: 1rem;
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margin-top: 0.5rem;
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}
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/* 风险进度条 */
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.risk-bar-container {
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max-width: 400px;
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margin: 1.5rem auto;
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background: rgba(255,255,255,0.2);
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border-radius: 10px;
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height: 12px;
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overflow: hidden;
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}
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.risk-bar {
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height: 100%;
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background: rgba(255,255,255,0.9);
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border-radius: 10px;
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transition: width 1s ease;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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}
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.risk-levels {
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display: flex;
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justify-content: space-between;
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max-width: 400px;
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margin: 0.5rem auto;
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color: rgba(255,255,255,0.7);
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font-size: 0.75rem;
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}
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/* 推荐卡片 */
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.recommendation {
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background: rgba(255,255,255,0.15);
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border-radius: 16px;
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padding: 1.5rem;
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margin-top: 2rem;
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color: white;
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backdrop-filter: blur(10px);
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border: 1px solid rgba(255,255,255,0.2);
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max-width: 500px;
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margin-left: auto;
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margin-right: auto;
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}
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.recommendation-title {
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font-weight: 600;
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margin-bottom: 0.5rem;
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display: flex;
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align-items: center;
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gap: 0.5rem;
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}
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.recommendation-text {
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font-size: 1rem;
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line-height: 1.6;
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opacity: 0.95;
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}
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/* 详情网格 */
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.result-details {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(150px, 1fr));
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gap: 1rem;
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max-width: 600px;
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margin: 2rem auto;
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}
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.detail-card {
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background: rgba(255,255,255,0.1);
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border-radius: 12px;
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padding: 1rem;
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backdrop-filter: blur(10px);
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border: 1px solid rgba(255,255,255,0.2);
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}
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.detail-label {
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font-size: 0.8rem;
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color: rgba(255,255,255,0.8);
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margin-bottom: 0.3rem;
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}
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.detail-value {
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font-size: 1.3rem;
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font-weight: 600;
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color: white;
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}
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/* 表单区域 */
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.form-section {
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padding: 2.5rem;
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}
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.section-header {
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text-align: center;
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margin-bottom: 2rem;
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}
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.section-title {
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color: #333;
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font-size: 1.5rem;
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font-weight: 600;
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margin-bottom: 0.5rem;
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display: flex;
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align-items: center;
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justify-content: center;
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gap: 0.5rem;
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}
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.section-subtitle {
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color: #888;
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font-size: 0.95rem;
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}
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/* 表单卡片 */
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.form-card {
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background: #f8f9fa;
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border-radius: 16px;
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padding: 1.5rem;
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margin-bottom: 1.5rem;
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border: 1px solid #e9ecef;
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transition: all 0.3s ease;
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}
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.form-card:hover {
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box-shadow: var(--shadow-soft);
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transform: translateY(-2px);
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}
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.card-header {
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display: flex;
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align-items: center;
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gap: 0.5rem;
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margin-bottom: 1.5rem;
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padding-bottom: 0.75rem;
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border-bottom: 2px solid #e9ecef;
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}
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.card-icon {
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width: 36px;
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height: 36px;
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background: var(--primary-gradient);
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border-radius: 10px;
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display: flex;
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align-items: center;
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justify-content: center;
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color: white;
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font-size: 1rem;
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}
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.card-title {
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color: #333;
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font-size: 1.1rem;
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font-weight: 600;
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}
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/* 表单网格 */
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.form-grid {
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display: grid;
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grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));
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gap: 1.25rem;
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}
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.form-group {
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position: relative;
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}
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.form-group label {
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display: flex;
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align-items: center;
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gap: 0.25rem;
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color: #555;
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font-size: 0.9rem;
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font-weight: 500;
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margin-bottom: 0.5rem;
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}
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.required {
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color: #e74c3c;
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}
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.input-wrapper {
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position: relative;
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}
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.input-icon {
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position: absolute;
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left: 1rem;
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top: 50%;
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transform: translateY(-50%);
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color: #999;
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font-size: 1rem;
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}
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.form-group input,
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.form-group select {
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width: 100%;
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padding: 0.9rem 1rem 0.9rem 2.8rem;
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border: 2px solid #e0e0e0;
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border-radius: 12px;
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font-size: 1rem;
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font-family: inherit;
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transition: all 0.3s ease;
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background: white;
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}
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.form-group input:focus,
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.form-group select:focus {
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outline: none;
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border-color: #667eea;
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box-shadow: 0 0 0 4px rgba(102, 126, 234, 0.1);
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}
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.form-hint {
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font-size: 0.75rem;
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color: #888;
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margin-top: 0.4rem;
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display: flex;
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align-items: center;
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gap: 0.3rem;
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}
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/* BMI 实时显示 */
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.bmi-display {
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background: var(--primary-gradient);
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color: white;
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padding: 1rem 1.5rem;
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border-radius: 12px;
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margin-top: 1rem;
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display: flex;
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align-items: center;
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justify-content: space-between;
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opacity: 0;
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transform: translateY(-10px);
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transition: all 0.3s ease;
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}
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.bmi-display.show {
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opacity: 1;
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transform: translateY(0);
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}
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.bmi-label {
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font-size: 0.9rem;
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opacity: 0.9;
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}
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.bmi-value {
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font-size: 1.5rem;
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font-weight: 700;
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}
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/* 按钮 */
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.btn-container {
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display: flex;
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gap: 1rem;
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margin-top: 2rem;
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}
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.btn {
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flex: 1;
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padding: 1rem 2rem;
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border: none;
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border-radius: 12px;
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font-size: 1rem;
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font-weight: 600;
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cursor: pointer;
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transition: all 0.3s ease;
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font-family: inherit;
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display: flex;
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align-items: center;
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justify-content: center;
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gap: 0.5rem;
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}
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.btn-primary {
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background: var(--primary-gradient);
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color: white;
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box-shadow: 0 4px 15px rgba(102, 126, 234, 0.4);
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}
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.btn-primary:hover {
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transform: translateY(-2px);
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box-shadow: 0 8px 25px rgba(102, 126, 234, 0.5);
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}
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.btn-secondary {
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background: #f0f0f0;
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color: #666;
|
||
}
|
||
|
||
.btn-secondary:hover {
|
||
background: #e0e0e0;
|
||
}
|
||
|
||
.btn-outline {
|
||
background: transparent;
|
||
border: 2px solid rgba(255,255,255,0.5);
|
||
color: white;
|
||
}
|
||
|
||
.btn-outline:hover {
|
||
background: rgba(255,255,255,0.1);
|
||
border-color: white;
|
||
}
|
||
|
||
/* 加载状态 */
|
||
.loading {
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||
display: none;
|
||
text-align: center;
|
||
padding: 4rem 2rem;
|
||
}
|
||
|
||
.loading.show {
|
||
display: block;
|
||
animation: fadeIn 0.3s ease;
|
||
}
|
||
|
||
@keyframes fadeIn {
|
||
from { opacity: 0; }
|
||
to { opacity: 1; }
|
||
}
|
||
|
||
.spinner-container {
|
||
position: relative;
|
||
width: 80px;
|
||
height: 80px;
|
||
margin: 0 auto 1.5rem;
|
||
}
|
||
|
||
.spinner {
|
||
width: 80px;
|
||
height: 80px;
|
||
border: 4px solid rgba(102, 126, 234, 0.1);
|
||
border-top-color: #667eea;
|
||
border-radius: 50%;
|
||
animation: spin 1s linear infinite;
|
||
}
|
||
|
||
.spinner-inner {
|
||
position: absolute;
|
||
top: 50%;
|
||
left: 50%;
|
||
transform: translate(-50%, -50%);
|
||
font-size: 1.5rem;
|
||
}
|
||
|
||
@keyframes spin {
|
||
to { transform: rotate(360deg); }
|
||
}
|
||
|
||
.loading-text {
|
||
color: #666;
|
||
font-size: 1.1rem;
|
||
}
|
||
|
||
.loading-dots::after {
|
||
content: '';
|
||
animation: dots 1.5s infinite;
|
||
}
|
||
|
||
@keyframes dots {
|
||
0%, 20% { content: '.'; }
|
||
40% { content: '..'; }
|
||
60%, 100% { content: '...'; }
|
||
}
|
||
|
||
/* 页脚 */
|
||
.footer {
|
||
text-align: center;
|
||
padding: 2rem 1rem;
|
||
color: rgba(255,255,255,0.8);
|
||
font-size: 0.9rem;
|
||
}
|
||
|
||
.footer-links {
|
||
margin-top: 0.5rem;
|
||
display: flex;
|
||
justify-content: center;
|
||
gap: 1.5rem;
|
||
}
|
||
|
||
.footer-links a {
|
||
color: rgba(255,255,255,0.8);
|
||
text-decoration: none;
|
||
transition: color 0.3s;
|
||
}
|
||
|
||
.footer-links a:hover {
|
||
color: white;
|
||
}
|
||
|
||
/* 错误提示 */
|
||
.error-message {
|
||
background: linear-gradient(135deg, #ff6b6b 0%, #ee5a52 100%);
|
||
color: white;
|
||
padding: 1rem 1.5rem;
|
||
border-radius: 12px;
|
||
margin-bottom: 1.5rem;
|
||
display: none;
|
||
animation: shake 0.5s ease;
|
||
}
|
||
|
||
.error-message.show {
|
||
display: flex;
|
||
align-items: center;
|
||
gap: 0.75rem;
|
||
}
|
||
|
||
@keyframes shake {
|
||
0%, 100% { transform: translateX(0); }
|
||
25% { transform: translateX(-10px); }
|
||
75% { transform: translateX(10px); }
|
||
}
|
||
|
||
/* 响应式 */
|
||
@media (max-width: 768px) {
|
||
body {
|
||
padding: 0.5rem;
|
||
}
|
||
|
||
.header h1 {
|
||
font-size: 1.8rem;
|
||
}
|
||
|
||
.form-section {
|
||
padding: 1.5rem;
|
||
}
|
||
|
||
.form-grid {
|
||
grid-template-columns: 1fr;
|
||
}
|
||
|
||
.btn-container {
|
||
flex-direction: column;
|
||
}
|
||
|
||
.result-probability {
|
||
font-size: 3rem;
|
||
}
|
||
|
||
.result-details {
|
||
grid-template-columns: repeat(2, 1fr);
|
||
}
|
||
}
|
||
</style>
|
||
</head>
|
||
<body>
|
||
<div class="container">
|
||
<!-- 头部 -->
|
||
<div class="header">
|
||
<div class="logo-container">
|
||
<div class="logo-icon">❤️</div>
|
||
<h1>CardioAI</h1>
|
||
</div>
|
||
<p>智能心血管疾病风险预测系统</p>
|
||
</div>
|
||
|
||
<!-- 主卡片 -->
|
||
<div class="main-card">
|
||
<!-- 结果展示区域 -->
|
||
<div id="resultSection" class="result-section">
|
||
<div class="result-badge" id="resultBadge">
|
||
<i class="fas fa-shield-alt"></i>
|
||
<span>AI 分析完成</span>
|
||
</div>
|
||
|
||
<div class="result-icon" id="resultIcon">
|
||
<i class="fas fa-check-circle"></i>
|
||
</div>
|
||
|
||
<div class="result-title" id="resultTitle">健康状态良好</div>
|
||
|
||
<div class="result-probability-container">
|
||
<div class="result-probability" id="resultProbability">0%</div>
|
||
<div class="result-label">心血管疾病风险概率</div>
|
||
</div>
|
||
|
||
<!-- 风险进度条 -->
|
||
<div class="risk-bar-container">
|
||
<div class="risk-bar" id="riskBar" style="width: 0%"></div>
|
||
</div>
|
||
<div class="risk-levels">
|
||
<span>低风险</span>
|
||
<span>中风险</span>
|
||
<span>高风险</span>
|
||
</div>
|
||
|
||
<!-- 详情卡片 -->
|
||
<div class="result-details">
|
||
<div class="detail-card">
|
||
<div class="detail-label">BMI 指数</div>
|
||
<div class="detail-value" id="detailBMI">--</div>
|
||
</div>
|
||
<div class="detail-card">
|
||
<div class="detail-label">血压状态</div>
|
||
<div class="detail-value" id="detailBP">--</div>
|
||
</div>
|
||
<div class="detail-card">
|
||
<div class="detail-label">健康评分</div>
|
||
<div class="detail-value" id="detailScore">--</div>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 推荐 -->
|
||
<div class="recommendation">
|
||
<div class="recommendation-title">
|
||
<i class="fas fa-lightbulb"></i>
|
||
<span>健康建议</span>
|
||
</div>
|
||
<div class="recommendation-text" id="recommendation">
|
||
继续保持健康的生活方式
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 返回按钮 -->
|
||
<div class="btn-container" style="margin-top: 2rem; max-width: 300px; margin-left: auto; margin-right: auto;">
|
||
<button type="button" class="btn btn-outline" onclick="resetForm()">
|
||
<i class="fas fa-redo"></i>
|
||
再次预测
|
||
</button>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 加载状态 -->
|
||
<div id="loadingSection" class="loading">
|
||
<div class="spinner-container">
|
||
<div class="spinner"></div>
|
||
<div class="spinner-inner">🫀</div>
|
||
</div>
|
||
<div class="loading-text">
|
||
AI 正在分析您的健康数据<span class="loading-dots"></span>
|
||
</div>
|
||
<p style="color: #999; font-size: 0.9rem; margin-top: 0.5rem;">请稍候</p>
|
||
</div>
|
||
|
||
<!-- 表单区域 -->
|
||
<div id="formSection" class="form-section">
|
||
<div id="errorMessage" class="error-message">
|
||
<i class="fas fa-exclamation-circle"></i>
|
||
<span id="errorText"></span>
|
||
</div>
|
||
|
||
<div class="section-header">
|
||
<h2 class="section-title">
|
||
<i class="fas fa-clipboard-list"></i>
|
||
健康信息录入
|
||
</h2>
|
||
<p class="section-subtitle">请填写以下信息，AI 将为您评估心血管疾病风险</p>
|
||
</div>
|
||
|
||
<form id="predictForm">
|
||
<!-- 基本信息 -->
|
||
<div class="form-card">
|
||
<div class="card-header">
|
||
<div class="card-icon"><i class="fas fa-user"></i></div>
|
||
<div class="card-title">基本信息</div>
|
||
</div>
|
||
<div class="form-grid">
|
||
<div class="form-group">
|
||
<label>年龄 <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-birthday-cake input-icon"></i>
|
||
<input type="number" id="age_years" min="18" max="120" required placeholder="例如：45">
|
||
</div>
|
||
<div class="form-hint"><i class="fas fa-info-circle"></i> 年龄范围 18-120 岁</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>性别 <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-venus-mars input-icon"></i>
|
||
<select id="gender" required>
|
||
<option value="">请选择</option>
|
||
<option value="1">👩 女性</option>
|
||
<option value="2">👨 男性</option>
|
||
</select>
|
||
</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>身高 (cm) <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-ruler-vertical input-icon"></i>
|
||
<input type="number" id="height" min="100" max="250" required placeholder="例如：170">
|
||
</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>体重 (kg) <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-weight input-icon"></i>
|
||
<input type="number" id="weight" min="30" max="300" required placeholder="例如：65">
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<!-- BMI 实时显示 -->
|
||
<div class="bmi-display" id="bmiDisplay">
|
||
<span class="bmi-label">BMI 指数</span>
|
||
<span class="bmi-value" id="bmiValue">--</span>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 血压信息 -->
|
||
<div class="form-card">
|
||
<div class="card-header">
|
||
<div class="card-icon"><i class="fas fa-heartbeat"></i></div>
|
||
<div class="card-title">血压信息</div>
|
||
</div>
|
||
<div class="form-grid">
|
||
<div class="form-group">
|
||
<label>收缩压 / 高压 (mmHg) <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-arrow-up input-icon"></i>
|
||
<input type="number" id="ap_hi" min="90" max="250" required placeholder="例如：120">
|
||
</div>
|
||
<div class="form-hint"><i class="fas fa-info-circle"></i> 正常范围：90-140 mmHg</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>舒张压 / 低压 (mmHg) <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-arrow-down input-icon"></i>
|
||
<input type="number" id="ap_lo" min="60" max="150" required placeholder="例如：80">
|
||
</div>
|
||
<div class="form-hint"><i class="fas fa-info-circle"></i> 正常范围：60-90 mmHg</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 生化指标 -->
|
||
<div class="form-card">
|
||
<div class="card-header">
|
||
<div class="card-icon"><i class="fas fa-flask"></i></div>
|
||
<div class="card-title">生化指标</div>
|
||
</div>
|
||
<div class="form-grid">
|
||
<div class="form-group">
|
||
<label>胆固醇水平 <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-vial input-icon"></i>
|
||
<select id="cholesterol" required>
|
||
<option value="">请选择</option>
|
||
<option value="1">🟢 正常</option>
|
||
<option value="2">🟡 偏高</option>
|
||
<option value="3">🔴 非常高</option>
|
||
</select>
|
||
</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>血糖水平 <span class="required">*</span></label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-tint input-icon"></i>
|
||
<select id="gluc" required>
|
||
<option value="">请选择</option>
|
||
<option value="1">🟢 正常</option>
|
||
<option value="2">🟡 偏高</option>
|
||
<option value="3">🔴 非常高</option>
|
||
</select>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 生活习惯 -->
|
||
<div class="form-card">
|
||
<div class="card-header">
|
||
<div class="card-icon"><i class="fas fa-running"></i></div>
|
||
<div class="card-title">生活习惯</div>
|
||
</div>
|
||
<div class="form-grid">
|
||
<div class="form-group">
|
||
<label>吸烟状况</label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-smoking input-icon"></i>
|
||
<select id="smoke">
|
||
<option value="0">🚭 不吸烟</option>
|
||
<option value="1">🚬 吸烟</option>
|
||
</select>
|
||
</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>饮酒状况</label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-wine-glass input-icon"></i>
|
||
<select id="alco">
|
||
<option value="0">🍵 不饮酒</option>
|
||
<option value="1">🍷 饮酒</option>
|
||
</select>
|
||
</div>
|
||
</div>
|
||
<div class="form-group">
|
||
<label>运动习惯</label>
|
||
<div class="input-wrapper">
|
||
<i class="fas fa-dumbbell input-icon"></i>
|
||
<select id="active">
|
||
<option value="1">🏃 经常运动</option>
|
||
<option value="0">🛋️ 缺乏运动</option>
|
||
</select>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 按钮 -->
|
||
<div class="btn-container">
|
||
<button type="button" class="btn btn-secondary" onclick="resetForm()">
|
||
<i class="fas fa-undo"></i>
|
||
重置
|
||
</button>
|
||
<button type="submit" class="btn btn-primary">
|
||
<i class="fas fa-stethoscope"></i>
|
||
开始 AI 分析
|
||
</button>
|
||
</div>
|
||
</form>
|
||
</div>
|
||
</div>
|
||
|
||
<!-- 页脚 -->
|
||
<div class="footer">
|
||
<p>CardioAI © 2024 | 心血管疾病智能分析系统</p>
|
||
<div class="footer-links">
|
||
<a href="#"><i class="fas fa-shield-alt"></i> 隐私保护</a>
|
||
<a href="#"><i class="fas fa-info-circle"></i> 使用说明</a>
|
||
<a href="#"><i class="fas fa-envelope"></i> 联系我们</a>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<script>
|
||
// BMI 实时计算
|
||
function updateBMI() {
|
||
const height = parseFloat(document.getElementById('height').value);
|
||
const weight = parseFloat(document.getElementById('weight').value);
|
||
const bmiDisplay = document.getElementById('bmiDisplay');
|
||
const bmiValue = document.getElementById('bmiValue');
|
||
|
||
if (height > 0 && weight > 0) {
|
||
const bmi = (weight / Math.pow(height / 100, 2)).toFixed(1);
|
||
bmiValue.textContent = bmi;
|
||
bmiDisplay.classList.add('show');
|
||
} else {
|
||
bmiDisplay.classList.remove('show');
|
||
}
|
||
}
|
||
|
||
document.getElementById('height').addEventListener('input', updateBMI);
|
||
document.getElementById('weight').addEventListener('input', updateBMI);
|
||
|
||
// 表单提交
|
||
document.getElementById('predictForm').addEventListener('submit', async function(e) {
|
||
e.preventDefault();
|
||
|
||
// 收集表单数据
|
||
const formData = {
|
||
age_years: parseInt(document.getElementById('age_years').value),
|
||
gender: parseInt(document.getElementById('gender').value),
|
||
height: parseInt(document.getElementById('height').value),
|
||
weight: parseFloat(document.getElementById('weight').value),
|
||
ap_hi: parseInt(document.getElementById('ap_hi').value),
|
||
ap_lo: parseInt(document.getElementById('ap_lo').value),
|
||
cholesterol: parseInt(document.getElementById('cholesterol').value),
|
||
gluc: parseInt(document.getElementById('gluc').value),
|
||
smoke: parseInt(document.getElementById('smoke').value),
|
||
alco: parseInt(document.getElementById('alco').value),
|
||
active: parseInt(document.getElementById('active').value)
|
||
};
|
||
|
||
// 显示加载状态
|
||
document.getElementById('formSection').style.display = 'none';
|
||
document.getElementById('loadingSection').classList.add('show');
|
||
document.getElementById('errorMessage').classList.remove('show');
|
||
|
||
try {
|
||
const response = await fetch('/predict_cardio', {
|
||
method: 'POST',
|
||
headers: { 'Content-Type': 'application/json' },
|
||
body: JSON.stringify(formData)
|
||
});
|
||
|
||
const result = await response.json();
|
||
|
||
if (result.success) {
|
||
showResult(result, formData);
|
||
} else {
|
||
showError(result.error || '预测失败，请重试');
|
||
}
|
||
} catch (error) {
|
||
showError('网络错误，请检查服务器连接');
|
||
}
|
||
});
|
||
|
||
// 显示结果
|
||
function showResult(result, data) {
|
||
document.getElementById('loadingSection').classList.remove('show');
|
||
document.getElementById('resultSection').classList.add('show');
|
||
|
||
const probability = result.probability['有风险'];
|
||
const resultSection = document.getElementById('resultSection');
|
||
|
||
// 设置风险样式
|
||
resultSection.classList.remove('risk-high', 'risk-medium');
|
||
|
||
if (probability >= 70) {
|
||
resultSection.classList.add('risk-high');
|
||
document.getElementById('resultIcon').innerHTML = '<i class="fas fa-exclamation-triangle"></i>';
|
||
document.getElementById('resultTitle').textContent = '高风险警告';
|
||
document.getElementById('resultBadge').innerHTML = '<i class="fas fa-exclamation-circle"></i><span>需要关注</span>';
|
||
} else if (probability >= 50) {
|
||
resultSection.classList.add('risk-medium');
|
||
document.getElementById('resultIcon').innerHTML = '<i class="fas fa-exclamation"></i>';
|
||
document.getElementById('resultTitle').textContent = '中度风险';
|
||
document.getElementById('resultBadge').innerHTML = '<i class="fas fa-bell"></i><span>建议预防</span>';
|
||
} else if (probability >= 30) {
|
||
document.getElementById('resultIcon').innerHTML = '<i class="fas fa-info-circle"></i>';
|
||
document.getElementById('resultTitle').textContent = '轻度风险';
|
||
document.getElementById('resultBadge').innerHTML = '<i class="fas fa-info"></i><span>注意观察</span>';
|
||
} else {
|
||
document.getElementById('resultIcon').innerHTML = '<i class="fas fa-check-circle"></i>';
|
||
document.getElementById('resultTitle').textContent = '健康状态良好';
|
||
document.getElementById('resultBadge').innerHTML = '<i class="fas fa-shield-alt"></i><span>状态良好</span>';
|
||
}
|
||
|
||
// 设置概率
|
||
document.getElementById('resultProbability').textContent = probability + '%';
|
||
document.getElementById('recommendation').textContent = result.recommendation;
|
||
|
||
// 动画进度条
|
||
setTimeout(() => {
|
||
document.getElementById('riskBar').style.width = probability + '%';
|
||
}, 300);
|
||
|
||
// 计算并显示详情
|
||
const bmi = (data.weight / Math.pow(data.height / 100, 2)).toFixed(1);
|
||
document.getElementById('detailBMI').textContent = bmi;
|
||
|
||
// 血压状态
|
||
const ap_hi = data.ap_hi;
|
||
const ap_lo = data.ap_lo;
|
||
let bpStatus = '正常';
|
||
if (ap_hi > 140 || ap_lo > 90) bpStatus = '偏高';
|
||
else if (ap_hi < 90 || ap_lo < 60) bpStatus = '偏低';
|
||
document.getElementById('detailBP').textContent = bpStatus;
|
||
|
||
// 健康评分
|
||
const score = Math.max(0, 100 - Math.round(probability * 0.8));
|
||
document.getElementById('detailScore').textContent = score;
|
||
}
|
||
|
||
// 显示错误
|
||
function showError(message) {
|
||
document.getElementById('loadingSection').classList.remove('show');
|
||
document.getElementById('formSection').style.display = 'block';
|
||
document.getElementById('errorText').textContent = message;
|
||
document.getElementById('errorMessage').classList.add('show');
|
||
}
|
||
|
||
// 重置表单
|
||
function resetForm() {
|
||
document.getElementById('predictForm').reset();
|
||
document.getElementById('resultSection').classList.remove('show');
|
||
document.getElementById('resultSection').classList.remove('risk-high', 'risk-medium');
|
||
document.getElementById('formSection').style.display = 'block';
|
||
document.getElementById('errorMessage').classList.remove('show');
|
||
document.getElementById('bmiDisplay').classList.remove('show');
|
||
document.getElementById('riskBar').style.width = '0%';
|
||
}
|
||
</script>
|
||
</body>
|
||
</html>
|