{
  "ticker": {
    "uuid": "4353a5bb-0c5c-4060-9f4f-8c200b204004",
    "symbol": "AHC",
    "name": "Aikchol Hospital 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": 84.06,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 58.364,
    "architecture_energy": 58.463,
    "architecture_maturity": 8.302,
    "architecture_confidence": 64.358,
    "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": 25.08,
        "rotation_up": 68.88,
        "upward_expansion": 87.77,
        "deceleration": 42.96,
        "rotation_down": 10.55,
        "downward_expansion": 12.11
      },
      "activity_lines": [
        13.52,
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        13.074448,
        13.002047
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      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 13.3,
    "trend_reference": 12.928057,
    "distance_from_trend": 0.02877,
    "trend_direction": "Improving",
    "fair_value": 14.350662,
    "distance_from_fair_value": -0.073213,
    "fair_value_direction": "Improving",
    "relative_strength": -11.289461,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.023189,
    "excess_performance": -0.169136,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.02877,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.021456,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.073213,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.09695,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.112895,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.090504,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.023189,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.584677,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 6500,
      "relative_activity": 0.149839,
      "balance": 0.584677,
      "dry_up": 0.50657,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.054945,
      "annualized_volatility": 0.324559,
      "from_high_reference": -0.06993,
      "from_low_reference": 0.160761
    },
    "levels": {
      "trend_reference": 12.928057,
      "fair_value_reference": 14.350662,
      "structural_low": 11.554285,
      "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": 12,
        "median_return": -0.020281,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.006507,
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        "best_return": 0.135294,
        "worst_return": -0.094203,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
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        "positive_rate": 0.5,
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        "worst_return": -0.087629,
        "sufficient": true
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        "horizon": "Extended",
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        "median_return": 0.051579,
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        "directional_follow_through": 0.75,
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        "regime_survival": 0.25,
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        "worst_return": -0.011299,
        "sufficient": false
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      {
        "horizon": "Full cycle",
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        "sufficient": false
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        "regime": "deceleration",
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      {
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        "trend": 12.793162,
        "fair_value": 14.610085,
        "relative_strength": -12.043745,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 25.009806,
        "energy": 31.278949,
        "activity_lines": [
          13.0756,
          12.96881,
          12.877985,
          12.779289
        ]
      },
      {
        "date": "2026-05-01",
        "close": 13.8,
        "volume": 8500,
        "typical_volume": 18870.0,
        "trend": 12.807038,
        "fair_value": 14.600793,
        "relative_strength": -9.284455,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.032498,
        "energy": 51.752379,
        "activity_lines": [
          13.323486,
          13.130281,
          12.979071,
          12.844246
        ]
      },
      {
        "date": "2026-05-08",
        "close": 12.1,
        "volume": 286300,
        "typical_volume": 32160.0,
        "trend": 12.75141,
        "fair_value": 14.581181,
        "relative_strength": -20.339855,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 16.90943,
        "energy": 9.482077,
        "activity_lines": [
          12.938438,
          12.966338,
          12.908933,
          12.79863
        ]
      },
      {
        "date": "2026-05-15",
        "close": 11.8,
        "volume": 130900,
        "typical_volume": 38555.0,
        "trend": 12.701829,
        "fair_value": 14.560225,
        "relative_strength": -22.594016,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -22.905871,
        "energy": 17.375918,
        "activity_lines": [
          12.538971,
          12.765938,
          12.810835,
          12.737249
        ]
      },
      {
        "date": "2026-05-22",
        "close": 13.1,
        "volume": 98100,
        "typical_volume": 43305.0,
        "trend": 12.689162,
        "fair_value": 14.546446,
        "relative_strength": -14.661897,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 5.649791,
        "energy": 9.160061,
        "activity_lines": [
          12.646324,
          12.816691,
          12.839045,
          12.762938
        ]
      },
      {
        "date": "2026-05-29",
        "close": 12.5,
        "volume": 54100,
        "typical_volume": 45335.0,
        "trend": 12.656495,
        "fair_value": 14.528242,
        "relative_strength": -19.529292,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -9.155366,
        "energy": 16.530899,
        "activity_lines": [
          12.553333,
          12.744255,
          12.805961,
          12.750734
        ]
      },
      {
        "date": "2026-06-05",
        "close": 12.8,
        "volume": 4600,
        "typical_volume": 45220.0,
        "trend": 12.630619,
        "fair_value": 14.511961,
        "relative_strength": -17.763397,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -6.878485,
        "energy": 13.261224,
        "activity_lines": [
          12.6,
          12.733678,
          12.802905,
          12.759992
        ]
      },
      {
        "date": "2026-06-12",
        "close": 12.5,
        "volume": 5800,
        "typical_volume": 45005.0,
        "trend": 12.61721,
        "fair_value": 14.493757,
        "relative_strength": -19.53148,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -10.5455,
        "energy": 5.963924,
        "activity_lines": [
          12.613333,
          12.668665,
          12.770848,
          12.751565
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      },
      {
        "date": "2026-06-19",
        "close": 12.4,
        "volume": 2600,
        "typical_volume": 44525.0,
        "trend": 12.64219,
        "fair_value": 14.473177,
        "relative_strength": -18.475126,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -23.805077,
        "energy": 14.980879,
        "activity_lines": [
          12.566667,
          12.601538,
          12.732099,
          12.737551
        ]
      },
      {
        "date": "2026-06-26",
        "close": 12.6,
        "volume": 100,
        "typical_volume": 43720.0,
        "trend": 12.670629,
        "fair_value": 14.4533,
        "relative_strength": -14.890623,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -16.832336,
        "energy": 10.937934,
        "activity_lines": [
          12.546667,
          12.579906,
          12.713873,
          12.73483
        ]
      },
      {
        "date": "2026-07-03",
        "close": 13.3,
        "volume": 12800,
        "typical_volume": 43335.0,
        "trend": 12.7224,
        "fair_value": 14.438489,
        "relative_strength": -13.379607,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 11.472138,
        "energy": 6.340792,
        "activity_lines": [
          12.793333,
          12.694545,
          12.764212,
          12.775434
        ]
      },
      {
        "date": "2026-07-10",
        "close": 13.1,
        "volume": 50700,
        "typical_volume": 41870.0,
        "trend": 12.764295,
        "fair_value": 14.422396,
        "relative_strength": -14.616776,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 26.606455,
        "energy": 15.427354,
        "activity_lines": [
          12.92,
          12.769091,
          12.792693,
          12.799795
        ]
      },
      {
        "date": "2026-07-17",
        "close": 14.0,
        "volume": 43900,
        "typical_volume": 43335.0,
        "trend": 12.823352,
        "fair_value": 14.408602,
        "relative_strength": -9.313155,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 65.817245,
        "energy": 51.33911,
        "activity_lines": [
          13.326667,
          13.02,
          12.905946,
          12.879518
        ]
      },
      {
        "date": "2026-07-24",
        "close": 13.6,
        "volume": 22200,
        "typical_volume": 43560.0,
        "trend": 12.865867,
        "fair_value": 14.392243,
        "relative_strength": -11.734708,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.213696,
        "energy": 55.034757,
        "activity_lines": [
          13.5,
          13.163636,
          12.976793,
          12.929625
        ]
      },
      {
        "date": "2026-07-31",
        "close": 13.6,
        "volume": 15300,
        "typical_volume": 43500.0,
        "trend": 12.91159,
        "fair_value": 14.371257,
        "relative_strength": -10.300098,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.978549,
        "energy": 58.853947,
        "activity_lines": [
          13.593333,
          13.274545,
          13.042943,
          12.976988
        ]
      },
      {
        "date": "2026-08-07",
        "close": 13.3,
        "volume": 6500,
        "typical_volume": 43380.0,
        "trend": 12.928057,
        "fair_value": 14.350662,
        "relative_strength": -11.289461,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.363512,
        "energy": 58.462592,
        "activity_lines": [
          13.52,
          13.321818,
          13.074448,
          13.002047
        ]
      }
    ],
    "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."
    }
  }
}