{
  "ticker": {
    "uuid": "c855f0b4-63ea-4da8-b2ce-d6368ce2d113",
    "symbol": "KDH",
    "name": "Thonburi Medical Centre 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": 3,
    "stage_name": "Distribution",
    "phase": "3b",
    "phase_label": "Stage 3B \u00b7 Distribution",
    "transition": "stage_3_churning",
    "transition_label": "Stage 3 range intact",
    "confidence": 57.622,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 56.341,
    "architecture_energy": 62.626,
    "architecture_maturity": 3.039,
    "architecture_confidence": 66.91,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 29.05,
        "rotation_up": 59.62,
        "upward_expansion": 79.99,
        "deceleration": 54.86,
        "rotation_down": 10.65,
        "downward_expansion": 13.66
      },
      "activity_lines": [
        84.85,
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        83.860714,
        83.574684
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 84.25,
    "trend_reference": 83.169661,
    "distance_from_trend": 0.01299,
    "trend_direction": "Improving",
    "fair_value": 84.702088,
    "distance_from_fair_value": -0.005337,
    "fair_value_direction": "Improving",
    "relative_strength": -11.293086,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.031741,
    "excess_performance": -0.224066,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.01299,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.019073,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.005337,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.00372,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.112931,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.002193,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.031741,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.652174,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 100,
      "relative_activity": 0.10582,
      "balance": 0.652174,
      "dry_up": 2.486772,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.013696,
      "annualized_volatility": 0.144816,
      "from_high_reference": -0.042614,
      "from_low_reference": 0.139688
    },
    "levels": {
      "trend_reference": 83.169661,
      "fair_value_reference": 84.702088,
      "structural_low": 81.437286,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": -0.011364,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.015659,
        "regime_survival": 0.6,
        "best_return": 0.075269,
        "worst_return": -0.05996,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.00949,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.036997,
        "regime_survival": 0.5,
        "best_return": 0.081395,
        "worst_return": -0.045455,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.014987,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.069006,
        "regime_survival": 0.25,
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        "worst_return": -0.102287,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.022727,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.001954,
        "regime_survival": 0.0,
        "best_return": 0.131166,
        "worst_return": -0.118222,
        "sufficient": false
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    ],
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-01-19",
        "end": "2024-02-09",
        "tenure": "New",
        "return": 0.021739,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-10-18",
        "tenure": "Extended",
        "return": -0.029391,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-25",
        "end": "2024-11-08",
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        "return": 0.011111,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-03-07",
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        "return": 0.027855,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-04-18",
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        "return": -0.033333,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-10-10",
        "tenure": "Established",
        "return": -0.020588,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
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        "regime": "downward_expansion",
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        "return": 0.0,
        "active": false
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2026-03-13",
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        "return": -0.051853,
        "active": false
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        "relative_strength": -14.280283,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 9.323448,
        "energy": 13.708819,
        "activity_lines": [
          82.0,
          82.303267,
          82.326135,
          81.77387
        ]
      },
      {
        "date": "2026-05-08",
        "close": 84.0,
        "volume": 100,
        "typical_volume": 995.0,
        "trend": 81.324464,
        "fair_value": 84.767808,
        "relative_strength": -11.512374,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 55.155472,
        "energy": 26.283984,
        "activity_lines": [
          82.583333,
          82.590909,
          82.538507,
          81.95356
        ]
      },
      {
        "date": "2026-05-15",
        "close": 84.0,
        "volume": 0,
        "typical_volume": 995.0,
        "trend": 81.377571,
        "fair_value": 84.73831,
        "relative_strength": -12.186196,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": 73.582016,
        "energy": 62.798158,
        "activity_lines": [
          83.083333,
          82.836364,
          82.727135,
          82.126175
        ]
      },
      {
        "date": "2026-05-22",
        "close": 84.0,
        "volume": 0,
        "typical_volume": 980.0,
        "trend": 81.495311,
        "fair_value": 84.720645,
        "relative_strength": -12.95807,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 73.464815,
        "energy": 79.957699,
        "activity_lines": [
          83.5,
          83.068182,
          82.892018,
          82.295364
        ]
      },
      {
        "date": "2026-05-29",
        "close": 84.0,
        "volume": 1100,
        "typical_volume": 835.0,
        "trend": 81.613052,
        "fair_value": 84.701501,
        "relative_strength": -14.128479,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 68.742764,
        "energy": 85.678627,
        "activity_lines": [
          83.833333,
          83.272727,
          83.030848,
          82.456957
        ]
      },
      {
        "date": "2026-06-05",
        "close": 83.25,
        "volume": 300,
        "typical_volume": 700.0,
        "trend": 81.705792,
        "fair_value": 84.677549,
        "relative_strength": -15.139455,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 62.421165,
        "energy": 77.878631,
        "activity_lines": [
          83.75,
          83.318182,
          83.075658,
          82.562567
        ]
      },
      {
        "date": "2026-06-12",
        "close": 83.5,
        "volume": 2000,
        "typical_volume": 750.0,
        "trend": 81.806865,
        "fair_value": 84.658157,
        "relative_strength": -14.855205,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 61.718208,
        "energy": 62.618596,
        "activity_lines": [
          83.633333,
          83.4,
          83.121796,
          82.678322
        ]
      },
      {
        "date": "2026-06-19",
        "close": 83.5,
        "volume": 0,
        "typical_volume": 730.0,
        "trend": 81.972571,
        "fair_value": 84.660952,
        "relative_strength": -13.136134,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 57.131201,
        "energy": 42.8921,
        "activity_lines": [
          83.55,
          83.468182,
          83.144262,
          82.787556
        ]
      },
      {
        "date": "2026-06-26",
        "close": 84.0,
        "volume": 600,
        "typical_volume": 755.0,
        "trend": 82.154944,
        "fair_value": 84.66991,
        "relative_strength": -10.295719,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 66.365294,
        "energy": 41.57493,
        "activity_lines": [
          83.666667,
          83.613636,
          83.23107,
          82.918358
        ]
      },
      {
        "date": "2026-07-03",
        "close": 83.25,
        "volume": 4200,
        "typical_volume": 810.0,
        "trend": 82.280001,
        "fair_value": 84.684413,
        "relative_strength": -14.305629,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 41.907184,
        "energy": 28.593253,
        "activity_lines": [
          83.533333,
          83.6,
          83.260791,
          82.989007
        ]
      },
      {
        "date": "2026-07-10",
        "close": 83.25,
        "volume": 0,
        "typical_volume": 785.0,
        "trend": 82.405057,
        "fair_value": 84.685605,
        "relative_strength": -14.36107,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.083228,
        "energy": 24.349536,
        "activity_lines": [
          83.45,
          83.554545,
          83.284189,
          83.051588
        ]
      },
      {
        "date": "2026-07-17",
        "close": 83.25,
        "volume": 4900,
        "typical_volume": 775.0,
        "trend": 82.546272,
        "fair_value": 84.692714,
        "relative_strength": -14.906724,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.691796,
        "energy": 19.415628,
        "activity_lines": [
          83.366667,
          83.477273,
          83.303571,
          83.1061
        ]
      },
      {
        "date": "2026-07-24",
        "close": 83.25,
        "volume": 4000,
        "typical_volume": 955.0,
        "trend": 82.687487,
        "fair_value": 84.699822,
        "relative_strength": -14.789038,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 30.253775,
        "energy": 16.83041,
        "activity_lines": [
          83.3,
          83.413636,
          83.315476,
          83.151502
        ]
      },
      {
        "date": "2026-07-31",
        "close": 88.0,
        "volume": 400,
        "typical_volume": 945.0,
        "trend": 83.003193,
        "fair_value": 84.734421,
        "relative_strength": -8.439694,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Re-acceleration watch",
        "gate": "up",
        "direction": 88.025405,
        "energy": 75.501761,
        "activity_lines": [
          84.833333,
          84.227273,
          83.779762,
          83.494245
        ]
      },
      {
        "date": "2026-08-07",
        "close": 84.25,
        "volume": 100,
        "typical_volume": 945.0,
        "trend": 83.169661,
        "fair_value": 84.702088,
        "relative_strength": -11.293086,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 56.341036,
        "energy": 62.625726,
        "activity_lines": [
          84.85,
          84.286364,
          83.860714,
          83.574684
        ]
      }
    ],
    "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."
    }
  }
}