{
  "ticker": {
    "uuid": "b546482b-c0b2-48b3-b57b-81ca2d16e710",
    "symbol": "AGEN",
    "name": "Agenus Inc",
    "exchange": "NASDAQ",
    "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,
    "model_version": "ta-0.1.0",
    "as_of_week": "2026-07-31",
    "benchmark": "SPY",
    "history_weeks": 344,
    "chart_window_weeks": 156,
    "stage": 1,
    "stage_name": "Basing",
    "stage_color": "blue",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "stage_age_weeks": 3,
    "hard_stage_exit": false,
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "transition_score": 78.354,
    "is_transition_watch": true,
    "confidence": 96.0,
    "composite_score": 82.596,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_color": "green",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 89.946,
    "architecture_energy": 89.989,
    "architecture_maturity": 22.0,
    "architecture_confidence": 77.339,
    "architecture_age_weeks": 1,
    "is_reacceleration_watch": false,
    "architecture": {
      "regime": "upward_expansion",
      "label": "Upward Expansion",
      "color": "green",
      "modifier": "Early expansion",
      "gate": "up",
      "direction": 89.946,
      "energy": 89.989,
      "maturity": 22.0,
      "confidence": 77.339,
      "confirmation": 99.962,
      "age_weeks": 1,
      "candidate": null,
      "candidate_weeks": 0,
      "hard_reversal": true,
      "reacceleration_watch": false,
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Activity Lines are positively ordered above the 30-week Trend Line, with rising slopes and price acceptance. Fan expansion measures the energy of the move; contraction inside this regime warns that it is maturing."
      },
      "scores": {
        "balance": 17.57,
        "rotation_up": 82.47,
        "upward_expansion": 92.74,
        "deceleration": 44.68,
        "rotation_down": 10.73,
        "downward_expansion": 21.74
      },
      "activity_lines": {
        "5": 5.776,
        "10": 4.732727,
        "20": 4.183952,
        "30": 3.94929
      },
      "activity_slopes": {
        "5": 2.416447,
        "10": 1.369937,
        "20": 0.685313,
        "30": 0.49157
      },
      "bullish_order": 1.0,
      "bearish_order": 0.0,
      "fan_width_atr": 1.731491,
      "fan_width_change_4": 1.39251,
      "fan_width_percentile": 0.817308,
      "fast_slow_gap_atr": 1.12583,
      "fast_slow_gap_change_4": 1.304751,
      "price_acceptance": 0.5,
      "current_fan_distance_atr": 1.634135,
      "accepted_above": 0.666667,
      "accepted_below": 0.166667,
      "crossing_density": 0.375
    },
    "interpretation": {
      "headline": "Price is repairing upward toward current Fair Value.",
      "body": "The market remains below the long-term Fair Value anchor, so the recovery stays in Stage 1. A narrowing gap, improving relative strength, range compression and eventual resistance absorption determine whether it can graduate to Stage 2.",
      "phase": "Stage 1C \u00b7 Breakout watch",
      "transition": "Stage 1 \u2192 2 watch",
      "transition_context": "The evidence score for the next canonical transition is 78/100."
    },
    "latest_close": 7.5,
    "sma_30": 3.682,
    "distance_from_sma_30": 1.036936,
    "sma_30_slope": 0.024295,
    "fair_value": 7.703705,
    "distance_from_fair_value": -0.026442,
    "fair_value_gap_change_13": 0.591828,
    "is_fair_value_repair": true,
    "mansfield_rs": 78.312596,
    "mansfield_rs_change_13": 94.135758,
    "range_position_52": 0.799666,
    "returns": {
      "13": 0.953125,
      "26": 1.640845,
      "52": 0.399254
    },
    "relative_returns": {
      "26": 1.555524,
      "52": 0.184419
    },
    "stage_scores": {
      "1": 40.52,
      "2": 100.0,
      "3": 46.25,
      "4": 0.0
    },
    "evidence": [
      {
        "label": "Price vs 30-week average",
        "positive": true,
        "value": 1.036936,
        "read": "Above"
      },
      {
        "label": "30-week slope",
        "positive": true,
        "value": 0.024295,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.026442,
        "read": "Below anchor"
      },
      {
        "label": "13-week Fair Value gap",
        "positive": true,
        "value": 0.591828,
        "read": "Closing upward"
      },
      {
        "label": "Mansfield RS vs SPY",
        "positive": true,
        "value": 0.783126,
        "read": "Leading"
      },
      {
        "label": "13-week RS change",
        "positive": true,
        "value": 0.941358,
        "read": "Improving"
      },
      {
        "label": "26-week price momentum",
        "positive": true,
        "value": 1.640845,
        "read": "Positive"
      },
      {
        "label": "13-week volume balance",
        "positive": true,
        "value": 10.305896,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 10453621,
      "ratio_20": 0.736549,
      "up_down_ratio_13": 10.305896,
      "dry_up_ratio": 3.836194,
      "accumulation_weeks": 1,
      "distribution_weeks": 0
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    "base": {
      "high_26": 8.7,
      "low_26": 2.71,
      "depth": 0.688506,
      "compression": 0.976628,
      "breakout_distance": -0.137931
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    "risk": {
      "atr_percent": 0.140666,
      "annualized_volatility": 0.959291,
      "drawdown_from_52_high": -0.137931,
      "advance_from_52_low": 1.767528
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    "levels": {
      "breakout_reference": 8.7,
      "trend_reference": 3.682,
      "fair_value_reference": 7.703705,
      "support_reference": 2.71,
      "range_low": 2.71,
      "invalidation": "A renewed decline below the 26-week range low, widening the discount to current Fair Value while the 30-week average falls, weakens the base diagnosis."
    },
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        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "mixed",
        "architecture_direction": -11.077725,
        "architecture_energy": 11.566944,
        "activity_5": 3.273333,
        "activity_10": 3.280182,
        "activity_20": 3.449381,
        "activity_30": 3.426624
      },
      {
        "week": "2026-07-17",
        "open": 5.42,
        "high": 8.7,
        "low": 4.655,
        "close": 5.01,
        "volume": 193479341,
        "sma_30": 3.450667,
        "fair_value_history": 8.000628,
        "mansfield_rs": 19.694865,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 55.659242,
        "architecture_energy": 30.933013,
        "activity_5": 3.865333,
        "activity_10": 3.583636,
        "activity_20": 3.594524,
        "activity_30": 3.530602
      },
      {
        "week": "2026-07-24",
        "open": 5.06,
        "high": 6.23,
        "low": 4.94,
        "close": 5.98,
        "volume": 9853263,
        "sma_30": 3.539667,
        "fair_value_history": 7.842808,
        "mansfield_rs": 44.385612,
        "stage": 1,
        "architecture_regime": "balance",
        "architecture_modifier": "Upper balance after advance",
        "architecture_gate": "up",
        "architecture_direction": 80.088895,
        "architecture_energy": 72.224178,
        "activity_5": 4.666667,
        "activity_10": 4.041818,
        "activity_20": 3.824048,
        "activity_30": 3.693785
      },
      {
        "week": "2026-07-31",
        "open": 5.99,
        "high": 7.99,
        "low": 5.87,
        "close": 7.5,
        "volume": 10453621,
        "sma_30": 3.682,
        "fair_value_history": 7.703705,
        "mansfield_rs": 78.312596,
        "stage": 1,
        "architecture_regime": "upward_expansion",
        "architecture_modifier": "Early expansion",
        "architecture_gate": "up",
        "architecture_direction": 89.946472,
        "architecture_energy": 89.989024,
        "activity_5": 5.776,
        "activity_10": 4.732727,
        "activity_20": 4.183952,
        "activity_30": 3.94929
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    ],
    "method": {
      "price_basis": "completed weekly OHLCV",
      "trend": "30-week simple moving average; slope compares the current value with ten completed weeks earlier",
      "fair_value": "current horizontal Fair Value is the arithmetic mean of up to 156 completed weekly closes; Stage 1 repair measures whether price is below and rising toward that anchor",
      "relative_strength": "Mansfield-style relative performance line: ticker/SPY divided by its trailing 52-week mean, minus one",
      "classification": "Trend Architecture uses the Activity Line position as a direction gate, then classifies ordering, four-week slopes, ATR-normalized fan width, fast/slow rotation and six-week price acceptance. Ordinary regime changes require two completed observations; a fully aligned reversal beyond the fan can change immediately.",
      "architecture_boundary": "The green/red/orange Trend gate is derived from the same Activity Lines and is therefore not counted as an independent vote. Relative strength and volume alter confirmation, while point-in-time Fair Value supplies context rather than determining the regime.",
      "admissibility": "Stage 2 cannot persist when price is more than 5% below the 30-week average or 8% below current Fair Value, the ten-week average slope is below -2%, Mansfield RS is below -8, or the 26-week return is below -15%. Stage 4 requires price no more than 5% above the average, RS no higher than +8, and at least one deterioration test: slope at or below +1.5%, 13-week return at or below -10%, or 26-week return at or below -12%. These are exit boundaries, not entry signals.",
      "confidence": "separation between the leading and runner-up stage evidence scores; not forecast probability"
    },
    "historical_outcomes": [
      {
        "weeks": 4,
        "sample_count": 21,
        "median_return": -0.04388,
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        "median_excess_return": -0.113705,
        "stage_survival": 0.761905,
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        "worst_return": -0.588599,
        "sufficient": true
      },
      {
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        "directional_follow_through": 0.125,
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        "sufficient": true
      },
      {
        "weeks": 26,
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        "directional_follow_through": 0.2,
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        "sufficient": true
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        "stage_survival": 0.333333,
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    ],
    "stage_ledger": [
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        "stage": 4,
        "name": "Declining",
        "start": "2022-09-30",
        "end": "2022-09-30",
        "weeks": 1,
        "return": 0.0
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      {
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      {
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      {
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        "weeks": 42,
        "return": -0.556402
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2025-05-16",
        "end": "2025-10-31",
        "weeks": 25,
        "return": 0.140805
      },
      {
        "stage": 4,
        "name": "Declining",
        "start": "2025-11-07",
        "end": "2025-11-07",
        "weeks": 1,
        "return": 0.0
      },
      {
        "stage": 1,
        "name": "Basing",
        "start": "2025-11-14",
        "end": "2025-12-05",
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      },
      {
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        "end": "2026-04-03",
        "weeks": 17,
        "return": -0.121372
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      {
        "stage": 1,
        "name": "Basing",
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      },
      {
        "stage": 4,
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        "return": -0.064246
      },
      {
        "stage": 1,
        "name": "Basing",
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        "end": "2026-07-31",
        "weeks": 3,
        "return": 0.497006,
        "active": true
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    ],
    "architecture_outcomes": [
      {
        "weeks": 4,
        "sample_count": 7,
        "median_return": -0.097917,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.087956,
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        "worst_return": -0.320113,
        "sufficient": true
      },
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        "positive_rate": 0.5,
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        "worst_return": -0.046809,
        "sufficient": false
      },
      {
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        "sample_count": 2,
        "median_return": -0.331738,
        "positive_rate": 0.0,
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        "sufficient": false
      },
      {
        "weeks": 52,
        "sample_count": 2,
        "median_return": -0.408688,
        "positive_rate": 0.0,
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    ],
    "architecture_ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-08-18",
        "end": "2024-05-31",
        "weeks": 42,
        "return": -0.466327,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "weeks": 3,
        "return": -0.0601,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2025-02-07",
        "weeks": 27,
        "return": -0.312377,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-14",
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        "weeks": 3,
        "return": -0.188034,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-07",
        "end": "2025-05-16",
        "weeks": 11,
        "return": 0.480851,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-23",
        "end": "2025-06-06",
        "weeks": 3,
        "return": 0.557592,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-13",
        "end": "2025-08-08",
        "weeks": 9,
        "return": 0.021277,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-15",
        "end": "2025-10-24",
        "weeks": 11,
        "return": -0.105832,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-31",
        "end": "2026-03-27",
        "weeks": 22,
        "return": -0.146096,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-03",
        "end": "2026-04-17",
        "weeks": 3,
        "return": 0.438438,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "weeks": 3,
        "return": -0.020513,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-15",
        "end": "2026-07-24",
        "weeks": 11,
        "return": 0.670391,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-07-31",
        "end": "2026-07-31",
        "weeks": 1,
        "return": 0.0,
        "active": true
      }
    ]
  }
}