{
  "generated": "2026-06-21T12:41:24.554Z",
  "entities": 25,
  "scored": 24,
  "failed": 1,
  "ranked": [
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      "label": "Toyota RAV4 (2023)",
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        "topComponent": "UNKNOWN OR OTHER",
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      "proven": true
    },
    {
      "id": "veh-chevy-blazerev-2024",
      "label": "Chevrolet Blazer EV (2024)",
      "category": "vehicle",
      "source": "nhtsa",
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      "band": "WATCH",
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      "proven": true
    },
    {
      "id": "veh-tesla-cybertruck-2024",
      "label": "Tesla Cybertruck (2024)",
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      "source": "nhtsa",
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    },
    {
      "id": "veh-tesla-model3-2023",
      "label": "Tesla Model 3 (2023)",
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      "source": "nhtsa",
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      "proven": true
    },
    {
      "id": "veh-ford-mache-2022",
      "label": "Ford Mustang Mach-E (2022)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 25,
      "band": "LOW",
      "metrics": {
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      "proven": true
    },
    {
      "id": "veh-jeep-grandc-2022",
      "label": "Jeep Grand Cherokee (2022)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 24,
      "band": "LOW",
      "metrics": {
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      "proven": true
    },
    {
      "id": "veh-tesla-modely-2023",
      "label": "Tesla Model Y (2023)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 23,
      "band": "LOW",
      "metrics": {
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      "proven": true
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    {
      "id": "veh-toyota-rav4-2024",
      "label": "Toyota RAV4 (2024)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 20,
      "band": "LOW",
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      },
      "proven": true
    },
    {
      "id": "veh-honda-prologue-2024",
      "label": "Honda Prologue (2024)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 18,
      "band": "LOW",
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      "proven": true
    },
    {
      "id": "veh-kia-ev6-2023",
      "label": "Kia EV6 (2023)",
      "category": "vehicle",
      "source": "nhtsa",
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      "proven": true
    },
    {
      "id": "dev-ilet",
      "label": "Beta Bionics iLet",
      "category": "device",
      "source": "fda_device",
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      "proven": false
    },
    {
      "id": "veh-honda-crv-2023",
      "label": "Honda CR-V (2023)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 12,
      "band": "BASELINE",
      "metrics": {
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      "proven": true
    },
    {
      "id": "dev-minimed780",
      "label": "Medtronic MiniMed 780G",
      "category": "device",
      "source": "fda_device",
      "score": 12,
      "band": "BASELINE",
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      },
      "proven": false
    },
    {
      "id": "dev-tslim-x2",
      "label": "Tandem t:slim X2 Pump",
      "category": "device",
      "source": "fda_device",
      "score": 5,
      "band": "BASELINE",
      "metrics": {
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    },
    {
      "id": "veh-ford-mache-2021",
      "label": "Ford Mustang Mach-E (2021)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 4,
      "band": "BASELINE",
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      "proven": true
    },
    {
      "id": "dev-dexcom-g7",
      "label": "Dexcom G7 CGM",
      "category": "device",
      "source": "fda_device",
      "score": 1,
      "band": "BASELINE",
      "metrics": {
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      },
      "proven": false
    },
    {
      "id": "veh-ford-f350cc-2021",
      "label": "Ford F-350 Crew Cab (2021)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 0,
      "band": "BASELINE",
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      "proven": true
    },
    {
      "id": "veh-chevy-bolt-2022",
      "label": "Chevrolet Bolt EV (2022)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
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      },
      "proven": true
    },
    {
      "id": "dev-philips-cpap",
      "label": "Philips DreamStation CPAP",
      "category": "device",
      "source": "fda_device",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "total": 9402,
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        "recentVelPerWeek": 299.83,
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      },
      "proven": false
    },
    {
      "id": "drg-ozempic",
      "label": "Ozempic (semaglutide)",
      "category": "drug",
      "source": "fda_drug",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "total": 1926,
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      },
      "proven": false
    },
    {
      "id": "drg-wegovy",
      "label": "Wegovy (semaglutide)",
      "category": "drug",
      "source": "fda_drug",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "total": 1242,
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        "recentVelPerWeek": 0,
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      },
      "proven": false
    },
    {
      "id": "drg-mounjaro",
      "label": "Mounjaro (tirzepatide)",
      "category": "drug",
      "source": "fda_drug",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "total": 5084,
        "recent30": 0,
        "prior30": 0,
        "recentVelPerWeek": 0,
        "priorVelPerWeek": 0,
        "baselineVelPerWeek": 191.1,
        "accelerationPerWeek": 0,
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        "severeShare": 0,
        "topComponent": null,
        "topComponentCount": 0,
        "componentConcentration": 0
      },
      "proven": false
    },
    {
      "id": "drg-humira",
      "label": "Humira (adalimumab)",
      "category": "drug",
      "source": "fda_drug",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "total": 1553,
        "recent30": 0,
        "prior30": 0,
        "recentVelPerWeek": 0,
        "priorVelPerWeek": 0,
        "baselineVelPerWeek": 58.96,
        "accelerationPerWeek": 0,
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        "severeShare": 0,
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        "topComponentCount": 0,
        "componentConcentration": 0
      },
      "proven": false
    },
    {
      "id": "drg-eliquis",
      "label": "Eliquis (apixaban)",
      "category": "drug",
      "source": "fda_drug",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "total": 2740,
        "recent30": 0,
        "prior30": 0,
        "recentVelPerWeek": 0,
        "priorVelPerWeek": 0,
        "baselineVelPerWeek": 107.18,
        "accelerationPerWeek": 0,
        "velocityRatio": 0,
        "severeShare": 0,
        "topComponent": null,
        "topComponentCount": 0,
        "componentConcentration": 0
      },
      "proven": false
    },
    {
      "id": "ford-f-150-lightning-2023",
      "label": "Ford F-150 Lightning (2023)",
      "category": "vehicle",
      "source": "nhtsa",
      "score": 0,
      "band": "BASELINE",
      "metrics": {
        "note": "source unavailable"
      }
    }
  ],
  "calibration": {
    "nhtsa": {
      "proven": true,
      "liftVsBase": 2.2,
      "medianLeadDays": 95,
      "precision": {
        "low": 0.3,
        "high": 0.37
      },
      "falsePositiveRate": {
        "low": 0.63,
        "high": 0.7
      },
      "note": "Validated on NHTSA vehicle complaints vs recallsByVehicle. Treat ELEVATED as 'pull this forward in your QA/underwriting queue', not 'this will be recalled'."
    },
    "fda_device": {
      "proven": false,
      "note": "openFDA device adverse-event velocity. Directionally similar mechanism (rising MDR volume precedes Class I/II device recalls) but NOT independently backtested here. Surfaced as a corroborating early-warning signal only."
    },
    "fda_drug": {
      "proven": false,
      "note": "openFDA drug adverse-event (FAERS) velocity. Reporting is noisy and stimulated by litigation/press; use as context, not a standalone trigger."
    },
    "cpsc": {
      "proven": false,
      "note": "CPSC complaint coverage is sparser than NHTSA; used for fresh-recall context and keyword discovery rather than per-entity velocity scoring."
    }
  },
  "disclaimer": "Calibration (NHTSA, backtested): an ELEVATED complaint-velocity flag is ~2.2x more likely than baseline to precede an official recall, with ~95-day median lead time and ~30-37% precision (so ~63-70% of flags do NOT recall). This is a risk-triage signal, not a prediction that a product is defective or will be recalled."
}