{
  "kind": "Synthetic deterministic workload calculation; rework measures eventual cohort effort rather than calendar arrivals",
  "modelTrials": 0,
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    "volume": 1000,
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    "expectedVisits": 1,
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    "eventualExceptionMinutes": 1600,
    "totalReviewMinutes": 1600,
    "capacityMinutes": 6000,
    "firstVisitCapacity": 300,
    "firstVisitCapacityMeaning": "Visit slots if allocated entirely to first visits; excludes repeat visits from unique completion capacity",
    "adoptionCeiling": 1
  },
  "higher": {
    "volume": 1000,
    "adopted": 800,
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    "firstVisitCapacity": 240,
    "firstVisitCapacityMeaning": "Visit slots if allocated entirely to first visits; excludes repeat visits from unique completion capacity",
    "adoptionCeiling": 0.6857142857142857
  },
  "routine": {
    "volume": 1000,
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    "eventualExceptionMinutes": 7000,
    "totalReviewMinutes": 8600,
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    "firstVisitCapacity": 176,
    "firstVisitCapacityMeaning": "Visit slots if allocated entirely to first visits; excludes repeat visits from unique completion capacity",
    "adoptionCeiling": 0.5581395348837209
  },
  "rework": {
    "volume": 1000,
    "adopted": 800,
    "exceptions": 280,
    "expectedVisits": 1.25,
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    "firstVisitCapacity": 240,
    "firstVisitCapacityMeaning": "Visit slots if allocated entirely to first visits; excludes repeat visits from unique completion capacity",
    "adoptionCeiling": 0.5485714285714286
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  "backlogWithoutRoutine": [
    {
      "week": 1,
      "start": 0,
      "arrivals": 280,
      "completed": 240,
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    },
    {
      "week": 2,
      "start": 40,
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    },
    {
      "week": 3,
      "start": 80,
      "arrivals": 280,
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    },
    {
      "week": 4,
      "start": 120,
      "arrivals": 280,
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    },
    {
      "week": 5,
      "start": 160,
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    }
  ],
  "backlogWithRoutine": [
    {
      "week": 1,
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    },
    {
      "week": 2,
      "start": 104,
      "arrivals": 280,
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    },
    {
      "week": 3,
      "start": 208,
      "arrivals": 280,
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    },
    {
      "week": 4,
      "start": 312,
      "arrivals": 280,
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    },
    {
      "week": 5,
      "start": 416,
      "arrivals": 280,
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    }
  ],
  "labor": {
    "baselineHours": 333.3333333333333,
    "remainingManualHours": 66.66666666666667,
    "routineHours": 26.666666666666668,
    "exceptionHours": 116.66666666666667,
    "totalHours": 210,
    "potentialDemandReductionHours": 123.33333333333331
  },
  "authoredChallenges": [
    {
      "id": "Q01",
      "condition": "One reviewer absent",
      "observe": "Capacity change, backlog age and end-to-end completions"
    },
    {
      "id": "Q02",
      "condition": "Bursty arrivals with unchanged weekly total",
      "observe": "Waiting-time distribution; fluid weekly model is insufficient"
    },
    {
      "id": "Q03",
      "condition": "Repair takes longer",
      "observe": "Required minutes and skill-specific capacity"
    },
    {
      "id": "Q04",
      "condition": "Duplicate referrals",
      "observe": "Unique cases versus visits"
    },
    {
      "id": "Q05",
      "condition": "Evaluator misses more failures",
      "observe": "Referrals and escaped errors separately"
    },
    {
      "id": "Q06",
      "condition": "Priority lane consumes shared capacity",
      "observe": "Age and outcomes of ordinary cases"
    }
  ]
}