{"version":3,"file":"AfPredictionAnalysis-Bo4io_83.js","names":[],"sources":["../../../app/javascript/Pages/AiBloodPressureMeasurements/AfPredictionAnalysis.vue"],"sourcesContent":["<template>\n  <div>\n    <div v-if=\"loading\" class=\"text-center py-8 text-gray-400\">加载预测分析数据中...</div>\n    <div v-else-if=\"error\" class=\"text-center py-8 text-red-500\">{{ error }}</div>\n    <div v-else-if=\"episodes.length === 0\" class=\"text-center py-8 text-gray-400\">暂无房颤发作数据</div>\n\n    <template v-else>\n      <!-- RMSSD 区分能力 -->\n      <div v-if=\"rmssdStats && rmssdStats.n_pre_af_d1 > 0\" class=\"mb-4 p-3 bg-blue-50 border border-blue-200 rounded-lg\">\n        <div class=\"text-xs font-semibold text-blue-800 mb-2\">区分能力 — RMSSD (Pre_AF_D1 vs Clean_Sinus)</div>\n        <div class=\"grid grid-cols-2 md:grid-cols-4 gap-2 text-xs\">\n          <div>\n            <span class=\"text-gray-500\">Cohen's d</span>\n            <div class=\"font-mono font-bold\" :class=\"rmssdStats.cohens_d >= 0.8 ? 'text-green-600' : rmssdStats.cohens_d >= 0.5 ? 'text-yellow-600' : 'text-red-600'\">\n              {{ rmssdStats.cohens_d }}\n            </div>\n            <span class=\"text-gray-400\">{{ cohensInterpret }}</span>\n          </div>\n          <div>\n            <span class=\"text-gray-500\">AUC 估计</span>\n            <div class=\"font-mono font-bold\" :class=\"rmssdStats.auc >= 0.8 ? 'text-green-600' : rmssdStats.auc >= 0.65 ? 'text-yellow-600' : 'text-red-600'\">\n              {{ rmssdStats.auc }}\n            </div>\n            <span class=\"text-gray-400\">{{ aucInterpret }}</span>\n          </div>\n          <div>\n            <span class=\"text-gray-500\">重叠指数</span>\n            <div class=\"font-mono font-bold\" :class=\"rmssdStats.overlap_index <= 0.5 ? 'text-green-600' : rmssdStats.overlap_index <= 0.7 ? 'text-yellow-600' : 'text-red-600'\">\n              {{ rmssdStats.overlap_index }}\n            </div>\n            <span class=\"text-gray-400\">越低越好</span>\n          </div>\n          <div>\n            <span class=\"text-gray-500\">Mann-Whitney p</span>\n            <div class=\"font-mono font-bold\" :class=\"rmssdStats.mann_whitney_p < 0.05 ? 'text-green-600' : rmssdStats.mann_whitney_p < 0.1 ? 'text-yellow-600' : 'text-red-600'\">\n              {{ rmssdStats.mann_whitney_p }}\n            </div>\n            <span class=\"text-gray-400\">{{ pInterpret }}</span>\n          </div>\n        </div>\n        <div class=\"text-xs text-gray-400 mt-1\">\n          Pre_AF_D1 均值 {{ rmssdStats.pre_mean }}ms (n={{ rmssdStats.n_pre_af_d1 }}) ·\n          Clean_Sinus 均值 {{ rmssdStats.clean_mean }}ms (n={{ rmssdStats.n_clean_sinus }})\n        </div>\n      </div>\n\n      <div class=\"mb-3 text-sm text-gray-500\">\n        共 {{ episodes.length }} 次发作 · 阈值 {{ threshold }} · 正确预测 {{ correctCount }} / {{ episodes.length }}\n        ({{ correctRate }}%)\n      </div>\n\n      <div v-for=\"ep in episodes\" :key=\"ep.display_id\" class=\"mb-6 border rounded-lg overflow-hidden\">\n        <!-- 发作标题栏 -->\n        <div class=\"px-4 py-2 flex items-center justify-between\"\n             :class=\"ep.prediction_correct ? 'bg-green-50 border-b border-green-200' : 'bg-red-50 border-b border-red-200'\">\n          <div class=\"flex items-center gap-2\">\n            <span class=\"font-semibold text-sm\">发作 #{{ ep.display_id }}</span>\n            <span class=\"text-xs text-gray-500\">{{ ep.af_start }} ~ {{ ep.af_end }}</span>\n          </div>\n          <span class=\"text-xs px-2 py-0.5 rounded-full font-medium\"\n                :class=\"ep.prediction_correct === null ? 'bg-gray-200 text-gray-600' :\n                        ep.prediction_correct ? 'bg-green-200 text-green-800' : 'bg-red-200 text-red-800'\">\n            {{ ep.prediction_correct === null ? '数据不足' : ep.prediction_correct ? '预测正确' : '预测失败' }}\n            <template v-if=\"ep.pre_af1_score !== null\">(Pre_D1={{ ep.pre_af1_score }})</template>\n          </span>\n        </div>\n\n        <!-- 数据表格 -->\n        <div class=\"overflow-x-auto\">\n          <table class=\"w-full text-xs\">\n            <thead>\n              <tr class=\"bg-gray-50 text-gray-600 border-b\">\n                <th class=\"text-left py-1.5 px-3\">日期</th>\n                <th class=\"text-left py-1.5 px-2\">标签</th>\n                <th class=\"text-right py-1.5 px-2\">评分</th>\n                <th class=\"text-right py-1.5 px-2\">RMSSD</th>\n                <th class=\"text-right py-1.5 px-2\">SDNN</th>\n                <th class=\"text-right py-1.5 px-2\">pNN50</th>\n                <th class=\"text-right py-1.5 px-2\">meanHR</th>\n                <th class=\"text-right py-1.5 px-2\">delta_RMSSD</th>\n                <th class=\"text-right py-1.5 px-2\">delta_LF</th>\n              </tr>\n            </thead>\n            <tbody>\n              <tr v-for=\"day in ep.days\" :key=\"day.date\"\n                  :class=\"rowClass(day)\">\n                <td class=\"py-1 px-3 font-mono whitespace-nowrap\">{{ day.date }}</td>\n                <td class=\"py-1 px-2\">\n                  <span class=\"px-1.5 py-0.5 rounded text-xs font-medium\"\n                        :class=\"labelClass(day.label)\">\n                    {{ day.label.replace('_', ' ') }}\n                  </span>\n                </td>\n                <td class=\"py-1 px-2 text-right font-mono font-bold\"\n                    :class=\"day.risk_score >= threshold ? 'text-red-600' : 'text-gray-500'\">\n                  {{ day.risk_score }}\n                  <span v-if=\"day.high_risk\" class=\"text-red-500\">⚠</span>\n                </td>\n                <td class=\"py-1 px-2 text-right font-mono font-bold\"\n                    :class=\"rmssdClass(day.rmssd)\">\n                  {{ fmtVal(day.rmssd) }}\n                </td>\n                <td class=\"py-1 px-2 text-right font-mono text-gray-600\">{{ fmtVal(day.sdnn) }}</td>\n                <td class=\"py-1 px-2 text-right font-mono text-gray-600\">{{ fmtVal(day.pnn50) }}</td>\n                <td class=\"py-1 px-2 text-right font-mono text-gray-600\">{{ fmtVal(day.mean_hr) }}</td>\n                <td class=\"py-1 px-2 text-right font-mono\" :class=\"deltaClass(day.delta_rmssd_3d)\">\n                  {{ fmtVal(day.delta_rmssd_3d) }}\n                </td>\n                <td class=\"py-1 px-2 text-right font-mono\" :class=\"deltaClass(day.delta_lf_3d)\">\n                  {{ fmtVal(day.delta_lf_3d) }}\n                </td>\n              </tr>\n            </tbody>\n          </table>\n        </div>\n      </div>\n    </template>\n  </div>\n</template>\n\n<script setup>\nimport { ref, computed, onMounted } from 'vue';\n\nconst loading = ref(true);\nconst error = ref(null);\nconst episodes = ref([]);\nconst threshold = ref(66.9);\nconst rmssdStats = ref(null);\n\nconst correctCount = computed(() =>\n  episodes.value.filter(e => e.prediction_correct === true).length\n);\n\nconst correctRate = computed(() =>\n  episodes.value.length > 0\n    ? Math.round(correctCount.value / episodes.value.length * 100)\n    : 0\n);\n\nconst cohensInterpret = computed(() => {\n  const d = rmssdStats.value?.cohens_d || 0;\n  if (d >= 0.8) return '效应量大';\n  if (d >= 0.5) return '效应量中';\n  if (d >= 0.2) return '效应量小';\n  return '效应量极小';\n});\n\nconst aucInterpret = computed(() => {\n  const a = rmssdStats.value?.auc || 0;\n  if (a >= 0.8) return '良好';\n  if (a >= 0.65) return '尚可';\n  return '偏低';\n});\n\nconst pInterpret = computed(() => {\n  const p = rmssdStats.value?.mann_whitney_p || 1;\n  if (p < 0.01) return '极显著';\n  if (p < 0.05) return '显著';\n  if (p < 0.1) return '边际显著';\n  return '不显著';\n});\n\nconst fetchData = async () => {\n  loading.value = true;\n  error.value = null;\n  episodes.value = [];\n\n  try {\n    const csrfToken = document.querySelector('meta[name=\"csrf-token\"]')?.getAttribute('content');\n    const response = await fetch('/api/ai_blood_pressure/af_prediction_analysis', {\n      headers: { 'Accept': 'application/json', 'X-CSRF-Token': csrfToken },\n    });\n    if (!response.ok) throw new Error(`HTTP ${response.status}`);\n\n    const data = await response.json();\n    episodes.value = data.episodes || [];\n    threshold.value = data.threshold || 66.9;\n    rmssdStats.value = data.rmssd_discrimination || null;\n  } catch (e) {\n    error.value = `加载失败: ${e.message}`;\n  } finally {\n    loading.value = false;\n  }\n};\n\nconst rowClass = (day) => {\n  if (day.label === 'AF') return 'bg-red-50/50';\n  if (day.label === 'Pre_AF_D1') return 'bg-yellow-50/50';\n  if (day.label.startsWith('Pre_AF')) return 'bg-yellow-50/30';\n  return '';\n};\n\nconst labelClass = (label) => {\n  if (label === 'AF') return 'bg-red-100 text-red-700';\n  if (label === 'Pre_AF_D1') return 'bg-yellow-100 text-yellow-800';\n  if (label === 'Pre_AF_D2' || label === 'Pre_AF_D3') return 'bg-yellow-50 text-yellow-700';\n  if (label === 'Recovery') return 'bg-blue-50 text-blue-600';\n  return 'bg-gray-100 text-gray-500';\n};\n\nconst fmtVal = (v) => {\n  if (v === null || v === undefined || v === '') return '—';\n  const n = parseFloat(v);\n  return isNaN(n) ? 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