{
  "ticker": {
    "uuid": "cf87ef3d-cbd2-41b2-a110-7db9012b79e1",
    "symbol": "HL",
    "name": "Healthlead 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": -46.196,
    "architecture_energy": 32.252,
    "architecture_maturity": 78.941,
    "architecture_confidence": 81.598,
    "architecture_tenure": "Established",
    "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": 32.45,
        "rotation_up": 27.21,
        "upward_expansion": 21.18,
        "deceleration": 42.87,
        "rotation_down": 33.84,
        "downward_expansion": 59.85
      },
      "activity_lines": [
        5.706667,
        5.681818,
        5.772143,
        5.94336
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 5.65,
    "trend_reference": 6.20442,
    "distance_from_trend": -0.089359,
    "trend_direction": "Weakening",
    "fair_value": 8.077963,
    "distance_from_fair_value": -0.300566,
    "fair_value_direction": "Improving",
    "relative_strength": -26.352082,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.183765,
    "excess_performance": -0.37609,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.089359,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.053345,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.300566,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.027618,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.263521,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.000139,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.183765,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.225793,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 755300,
      "relative_activity": 2.354206,
      "balance": 1.225793,
      "dry_up": 1.18396,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.040844,
      "annualized_volatility": 0.190341,
      "from_high_reference": -0.30934,
      "from_low_reference": 0.080755
    },
    "levels": {
      "trend_reference": 6.20442,
      "fair_value_reference": 8.077963,
      "structural_low": 5.45,
      "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": 22,
        "median_return": -0.018221,
        "positive_rate": 0.454545,
        "directional_follow_through": 0.545455,
        "median_excess_return": -0.009284,
        "regime_survival": 0.818182,
        "best_return": 0.4,
        "worst_return": -0.158228,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.09347,
        "positive_rate": 0.375,
        "directional_follow_through": 0.625,
        "median_excess_return": -0.159364,
        "regime_survival": 0.625,
        "best_return": 0.197531,
        "worst_return": -0.236,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.071823,
        "positive_rate": 0.6,
        "directional_follow_through": 0.4,
        "median_excess_return": 0.035976,
        "regime_survival": 0.4,
        "best_return": 0.296,
        "worst_return": -0.39557,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.255786,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.149842,
        "regime_survival": 0.0,
        "best_return": -0.185317,
        "worst_return": -0.326256,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-19",
        "end": "2024-07-19",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-26",
        "end": "2024-12-06",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-01-17",
        "tenure": "Developing",
        "return": -0.138393,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-02-28",
        "tenure": "Developing",
        "return": -0.190722,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-03-28",
        "tenure": "New",
        "return": -0.049132,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-20",
        "tenure": "Developing",
        "return": 0.088,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-08-08",
        "tenure": "Developing",
        "return": 0.042857,
        "active": false
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      {
        "regime": "rotation_up",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-10-31",
        "tenure": "Developing",
        "return": 0.034483,
        "active": false
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      {
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        "label": "Deceleration",
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        "regime": "downward_expansion",
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      {
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      },
      {
        "date": "2026-07-03",
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      },
      {
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        "relative_strength": -27.886673,
        "stage": 4,
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      },
      {
        "date": "2026-07-17",
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        "volume": 314900,
        "typical_volume": 361780.0,
        "trend": 6.323396,
        "fair_value": 8.208054,
        "relative_strength": -27.423243,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -47.995513,
        "energy": 39.229168,
        "activity_lines": [
          5.69,
          5.687273,
          5.853215,
          6.056559
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      },
      {
        "date": "2026-07-24",
        "close": 5.8,
        "volume": 282000,
        "typical_volume": 329865.0,
        "trend": 6.287609,
        "fair_value": 8.163338,
        "relative_strength": -26.996042,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -42.080296,
        "energy": 29.345793,
        "activity_lines": [
          5.743333,
          5.697273,
          5.830952,
          6.022792
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      },
      {
        "date": "2026-07-31",
        "close": 5.65,
        "volume": 167200,
        "typical_volume": 322925.0,
        "trend": 6.243594,
        "fair_value": 8.122444,
        "relative_strength": -27.46768,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -44.763773,
        "energy": 28.981849,
        "activity_lines": [
          5.73,
          5.687273,
          5.799286,
          5.981656
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.65,
        "volume": 755300,
        "typical_volume": 320830.0,
        "trend": 6.20442,
        "fair_value": 8.077963,
        "relative_strength": -26.352082,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -46.196355,
        "energy": 32.251988,
        "activity_lines": [
          5.706667,
          5.681818,
          5.772143,
          5.94336
        ]
      }
    ],
    "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."
    }
  }
}