{
  "ticker": {
    "uuid": "07ccd98a-c0f5-41f6-bb4f-b93eebaed718",
    "symbol": "PDSB",
    "name": "PDS Biotechnology Corp",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "rotation_down",
    "architecture_regime_label": "Rotation Down",
    "architecture_modifier": "Supply rotation",
    "architecture_gate": "mixed",
    "architecture_direction": -24.057,
    "architecture_energy": 46.517,
    "architecture_maturity": 14.663,
    "architecture_confidence": 76.453,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating downward.",
        "body": "Fast Activity is weakening relative to Slow Activity and price acceptance is deteriorating. Persistent negative Trend confirmation would establish Downward Expansion."
      },
      "scores": {
        "balance": 31.57,
        "rotation_up": 16.45,
        "upward_expansion": 24.48,
        "deceleration": 50.6,
        "rotation_down": 64.43,
        "downward_expansion": 54.15
      },
      "activity_lines": [
        0.727253,
        0.781296,
        0.89953,
        0.888942
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.7753,
    "trend_reference": 0.86945,
    "distance_from_trend": -0.108287,
    "trend_direction": "Weakening",
    "fair_value": 2.436609,
    "distance_from_fair_value": -0.681812,
    "fair_value_direction": "Weakening",
    "relative_strength": -26.099159,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.084336,
    "excess_performance": -0.103118,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.108287,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.015137,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.681812,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.11807,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.260992,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.255188,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.084336,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.473082,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1346301,
      "relative_activity": 0.358026,
      "balance": 0.473082,
      "dry_up": 0.304642,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.254695,
      "annualized_volatility": 1.146529,
      "from_high_reference": -0.499806,
      "from_low_reference": 0.529795
    },
    "levels": {
      "trend_reference": 0.86945,
      "fair_value_reference": 2.436609,
      "structural_low": 0.5068,
      "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": 3,
        "median_return": 0.124431,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.061578,
        "regime_survival": 0.333333,
        "best_return": 0.132302,
        "worst_return": -0.127061,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": -0.240322,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.266697,
        "regime_survival": 0.0,
        "best_return": -0.063574,
        "worst_return": -0.417071,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.291494,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.26481,
        "regime_survival": 0.0,
        "best_return": -0.104811,
        "worst_return": -0.478177,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.192327,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.28401,
        "regime_survival": 0.0,
        "best_return": -0.178468,
        "worst_return": -0.206186,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-05-24",
        "end": "2024-05-31",
        "tenure": "New",
        "return": -0.032468,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-07",
        "end": "2024-07-26",
        "tenure": "Developing",
        "return": 0.331046,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-02",
        "end": "2024-11-08",
        "tenure": "Established",
        "return": 0.021739,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-15",
        "end": "2025-05-23",
        "tenure": "Extended",
        "return": -0.21393,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-30",
        "end": "2025-06-06",
        "tenure": "New",
        "return": 0.224638,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-13",
        "end": "2025-07-04",
        "tenure": "New",
        "return": -0.24,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-11",
        "end": "2025-07-25",
        "tenure": "New",
        "return": -0.048387,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-01",
        "end": "2026-01-09",
        "tenure": "Established",
        "return": -0.018349,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": -0.263324,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-20",
        "end": "2026-04-03",
        "tenure": "Developing",
        "return": -0.020062,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-04-10",
        "end": "2026-05-08",
        "tenure": "Developing",
        "return": 0.157407,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-15",
        "end": "2026-06-19",
        "tenure": "Developing",
        "return": -0.287313,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-26",
        "end": "2026-07-17",
        "tenure": "New",
        "return": -0.172876,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.137805,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 5.68,
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        "typical_volume": 3664439.3,
        "trend": 6.599667,
        "fair_value": 6.593333,
        "relative_strength": -27.73421,
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      },
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 3872298.4,
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        "stage": 4,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
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      },
      {
        "date": "2026-07-24",
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        "volume": 876534,
        "typical_volume": 3850948.2,
        "trend": 0.884177,
        "fair_value": 2.493074,
        "relative_strength": -33.004505,
        "stage": 4,
        "regime": "rotation_down",
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        "gate": "mixed",
        "direction": -29.965812,
        "energy": 48.653698,
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          0.750867,
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          0.936578,
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      },
      {
        "date": "2026-07-31",
        "close": 0.6861,
        "volume": 845632,
        "typical_volume": 3846425.2,
        "trend": 0.879273,
        "fair_value": 2.462729,
        "relative_strength": -32.051396,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -29.541658,
        "energy": 52.715852,
        "activity_lines": [
          0.717447,
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          0.913938,
          0.89565
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.7753,
        "volume": 1346301,
        "typical_volume": 3760345.75,
        "trend": 0.86945,
        "fair_value": 2.436609,
        "relative_strength": -26.099159,
        "stage": 4,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -24.057329,
        "energy": 46.516717,
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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."
    }
  }
}