{
  "ticker": {
    "uuid": "f0faaa81-37cc-44df-815a-0ad57722560e",
    "symbol": "LDC",
    "name": "LDC Dental Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^SET.BK",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -52.871,
    "architecture_energy": 41.908,
    "architecture_maturity": 69.485,
    "architecture_confidence": 89.163,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 34.62,
        "rotation_up": 15.24,
        "upward_expansion": 6.43,
        "deceleration": 44.98,
        "rotation_down": 54.9,
        "downward_expansion": 77.43
      },
      "activity_lines": [
        0.236667,
        0.241091,
        0.24381,
        0.248387
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 0.24,
    "trend_reference": 0.257667,
    "distance_from_trend": -0.068564,
    "trend_direction": "Weakening",
    "fair_value": 0.459461,
    "distance_from_fair_value": -0.477648,
    "fair_value_direction": "Improving",
    "relative_strength": -31.233538,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.142857,
    "excess_performance": -0.335182,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.068564,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.105324,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.477648,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.02787,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.312335,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.034552,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.142857,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.332613,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1319700,
      "relative_activity": 1.021179,
      "balance": 1.332613,
      "dry_up": 2.053984,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.070513,
      "annualized_volatility": 0.38814,
      "from_high_reference": -0.454545,
      "from_low_reference": 0.142857
    },
    "levels": {
      "trend_reference": 0.257667,
      "fair_value_reference": 0.459461,
      "structural_low": 0.21,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 38,
        "median_return": -0.025232,
        "positive_rate": 0.368421,
        "directional_follow_through": 0.578947,
        "median_excess_return": -0.030853,
        "regime_survival": 0.868421,
        "best_return": 0.32,
        "worst_return": -0.175,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 13,
        "median_return": -0.102564,
        "positive_rate": 0.153846,
        "directional_follow_through": 0.769231,
        "median_excess_return": -0.10318,
        "regime_survival": 0.692308,
        "best_return": 0.09375,
        "worst_return": -0.215517,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.166667,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.857143,
        "median_excess_return": -0.179492,
        "regime_survival": 0.428571,
        "best_return": 0.25,
        "worst_return": -0.274725,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.307905,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.224348,
        "regime_survival": 0.75,
        "best_return": -0.25,
        "worst_return": -0.40678,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2022-09-09",
        "end": "2022-10-14",
        "tenure": "Developing",
        "return": -0.275449,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-10-21",
        "end": "2023-09-01",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2023-10-06",
        "tenure": "Developing",
        "return": -0.154762,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2024-02-02",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "Developing",
        "return": -0.076396,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-05-24",
        "tenure": "Developing",
        "return": -0.016949,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2024-10-04",
        "tenure": "Established",
        "return": 0.050847,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-11-15",
        "tenure": "Developing",
        "return": -0.15873,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-01-24",
        "tenure": "New",
        "return": 0.041667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-02-07",
        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
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      {
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        "active": true
      }
    ],
    "chart_path": [
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      {
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          0.248143,
          0.254
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      },
      {
        "date": "2026-07-24",
        "close": 0.23,
        "volume": 3007700,
        "typical_volume": 1353135.0,
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        "fair_value": 0.466922,
        "relative_strength": -36.952214,
        "stage": 4,
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          0.242,
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          0.246286,
          0.251763
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      },
      {
        "date": "2026-07-31",
        "close": 0.23,
        "volume": 434300,
        "typical_volume": 1289445.0,
        "trend": 0.26,
        "fair_value": 0.463096,
        "relative_strength": -35.331614,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -61.537971,
        "energy": 44.899737,
        "activity_lines": [
          0.236667,
          0.241636,
          0.244524,
          0.249677
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      },
      {
        "date": "2026-08-07",
        "close": 0.24,
        "volume": 1319700,
        "typical_volume": 1292330.0,
        "trend": 0.257667,
        "fair_value": 0.459461,
        "relative_strength": -31.233538,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -52.87125,
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          0.236667,
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}